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Former investment bank FX trader: Risk management part 3/3

Former investment bank FX trader: Risk management part 3/3
Welcome to the third and final part of this chapter.
Thank you all for the 100s of comments and upvotes - maybe this post will take us above 1,000 for this topic!
Keep any feedback or questions coming in the replies below.
Before you read this note, please start with Part I and then Part II so it hangs together and makes sense.
Part III
  • Squeezes and other risks
  • Market positioning
  • Bet correlation
  • Crap trades, timeouts and monthly limits

Squeezes and other risks

We are going to cover three common risks that traders face: events; squeezes, asymmetric bets.

Events

Economic releases can cause large short-term volatility. The most famous is Non Farm Payrolls, which is the most widely watched measure of US employment levels and affects the price of many instruments.On an NFP announcement currencies like EURUSD might jump (or drop) 100 pips no problem.
This is fine and there are trading strategies that one may employ around this but the key thing is to be aware of these releases.You can find economic calendars all over the internet - including on this site - and you need only check if there are any major releases each day or week.
For example, if you are trading off some intraday chart and scalping a few pips here and there it would be highly sensible to go into a known data release flat as it is pure coin-toss and not the reason for your trading. It only takes five minutes each day to plan for the day ahead so do not get caught out by this. Many retail traders get stopped out on such events when price volatility is at its peak.

Squeezes

Short squeezes bring a lot of danger and perhaps some opportunity.
The story of VW and Porsche is the best short squeeze ever. Throughout these articles we've used FX examples wherever possible but in this one instance the concept (which is also highly relevant in FX) is best illustrated with an historical lesson from a different asset class.
A short squeeze is when a participant ends up in a short position they are forced to cover. Especially when the rest of the market knows that this participant can be bullied into stopping out at terrible levels, provided the market can briefly drive the price into their pain zone.

There's a reason for the car, don't worry
Hedge funds had been shorting VW stock. However the amount of VW stock available to buy in the open market was actually quite limited. The local government owned a chunk and Porsche itself had bought and locked away around 30%. Neither of these would sell to the hedge-funds so a good amount of the stock was un-buyable at any price.
If you sell or short a stock you must be prepared to buy it back to go flat at some point.
To cut a long story short, Porsche bought a lot of call options on VW stock. These options gave them the right to purchase VW stock from banks at slightly above market price.
Eventually the banks who had sold these options realised there was no VW stock to go out and buy since the German government wouldn’t sell its allocation and Porsche wouldn’t either. If Porsche called in the options the banks were in trouble.
Porsche called in the options which forced the shorts to buy stock - at whatever price they could get it.
The price squeezed higher as those that were short got massively squeezed and stopped out. For one brief moment in 2008, VW was the world’s most valuable company. Shorts were burned hard.

Incredible event
Porsche apparently made $11.5 billion on the trade. The BBC described Porsche as “a hedge fund with a carmaker attached.”
If this all seems exotic then know that the same thing happens in FX all the time. If everyone in the market is talking about a key level in EURUSD being 1.2050 then you can bet the market will try to push through 1.2050 just to take out any short stops at that level. Whether it then rallies higher or fails and trades back lower is a different matter entirely.
This brings us on to the matter of crowded trades. We will look at positioning in more detail in the next section. Crowded trades are dangerous for PNL. If everyone believes EURUSD is going down and has already sold EURUSD then you run the risk of a short squeeze.
For additional selling to take place you need a very good reason for people to add to their position whereas a move in the other direction could force mass buying to cover their shorts.
A trading mentor when I worked at the investment bank once advised me:
Always think about which move would cause the maximum people the maximum pain. That move is precisely what you should be watching out for at all times.

Asymmetric losses

Also known as picking up pennies in front of a steamroller. This risk has caught out many a retail trader. Sometimes it is referred to as a "negative skew" strategy.
Ideally what you are looking for is asymmetric risk trade set-ups: that is where the downside is clearly defined and smaller than the upside. What you want to avoid is the opposite.
A famous example of this going wrong was the Swiss National Bank de-peg in 2012.
The Swiss National Bank had said they would defend the price of EURCHF so that it did not go below 1.2. Many people believed it could never go below 1.2 due to this. Many retail traders therefore opted for a strategy that some describe as ‘picking up pennies in front of a steam-roller’.
They would would buy EURCHF above the peg level and hope for a tiny rally of several pips before selling them back and keep doing this repeatedly. Often they were highly leveraged at 100:1 so that they could amplify the profit of the tiny 5-10 pip rally.
Then this happened.

Something that changed FX markets forever
The SNB suddenly did the unthinkable. They stopped defending the price. CHF jumped and so EURCHF (the number of CHF per 1 EUR) dropped to new lows very fast. Clearly, this trade had horrific risk : reward asymmetry: you risked 30% to make 0.05%.
Other strategies like naively selling options have the same result. You win a small amount of money each day and then spectacularly blow up at some point down the line.

Market positioning

We have talked about short squeezes. But how do you know what the market position is? And should you care?
Let’s start with the first. You should definitely care.
Let’s imagine the entire market is exceptionally long EURUSD and positioning reaches extreme levels. This makes EURUSD very vulnerable.
To keep the price going higher EURUSD needs to attract fresh buy orders. If everyone is already long and has no room to add, what can incentivise people to keep buying? The news flow might be good. They may believe EURUSD goes higher. But they have already bought and have their maximum position on.
On the flip side, if there’s an unexpected event and EURUSD gaps lower you will have the entire market trying to exit the position at the same time. Like a herd of cows running through a single doorway. Messy.
We are going to look at this in more detail in a later chapter, where we discuss ‘carry’ trades. For now this TRYJPY chart might provide some idea of what a rush to the exits of a crowded position looks like.

A carry trade position clear-out in action
Knowing if the market is currently at extreme levels of long or short can therefore be helpful.
The CFTC makes available a weekly report, which details the overall positions of speculative traders “Non Commercial Traders” in some of the major futures products. This includes futures tied to deliverable FX pairs such as EURUSD as well as products such as gold. The report is called “CFTC Commitments of Traders” ("COT").
This is a great benchmark. It is far more representative of the overall market than the proprietary ones offered by retail brokers as it covers a far larger cross-section of the institutional market.
Generally market participants will not pay a lot of attention to commercial hedgers, which are also detailed in the report. This data is worth tracking but these folks are simply hedging real-world transactions rather than speculating so their activity is far less revealing and far more noisy.
You can find the data online for free and download it directly here.

Raw format is kinda hard to work with

However, many websites will chart this for you free of charge and you may find it more convenient to look at it that way. Just google “CFTC positioning charts”.

But you can easily get visualisations
You can visually spot extreme positioning. It is extremely powerful.
Bear in mind the reports come out Friday afternoon US time and the report is a snapshot up to the prior Tuesday. That means it is a lagged report - by the time it is released it is a few days out of date. For longer term trades where you hold positions for weeks this is of course still pretty helpful information.
As well as the absolute level (is the speculative market net long or short) you can also use this to pick up on changes in positioning.
For example if bad news comes out how much does the net short increase? If good news comes out, the market may remain net short but how much did they buy back?
A lot of traders ask themselves “Does the market have this trade on?” The positioning data is a good method for answering this. It provides a good finger on the pulse of the wider market sentiment and activity.
For example you might say: “There was lots of noise about the good employment numbers in the US. However, there wasn’t actually a lot of position change on the back of it. Maybe everyone who wants to buy already has. What would happen now if bad news came out?”
In general traders will be wary of entering a crowded position because it will be hard to attract additional buyers or sellers and there could be an aggressive exit.
If you want to enter a trade that is showing extreme levels of positioning you must think carefully about this dynamic.

Bet correlation

Retail traders often drastically underestimate how correlated their bets are.
Through bitter experience, I have learned that a mistake in position correlation is the root of some of the most serious problems in trading. If you have eight highly correlated positions, then you are really trading one position that is eight times as large.
Bruce Kovner of hedge fund, Caxton Associates
For example, if you are trading a bunch of pairs against the USD you will end up with a simply huge USD exposure. A single USD-trigger can ruin all your bets. Your ideal scenario — and it isn’t always possible — would be to have a highly diversified portfolio of bets that do not move in tandem.
Look at this chart. Inverted USD index (DXY) is green. AUDUSD is orange. EURUSD is blue.

Chart from TradingView
So the whole thing is just one big USD trade! If you are long AUDUSD, long EURUSD, and short DXY you have three anti USD bets that are all likely to work or fail together.
The more diversified your portfolio of bets are, the more risk you can take on each.
There’s a really good video, explaining the benefits of diversification from Ray Dalio.
A systematic fund with access to an investable universe of 10,000 instruments has more opportunity to make a better risk-adjusted return than a trader who only focuses on three symbols. Diversification really is the closest thing to a free lunch in finance.
But let’s be pragmatic and realistic. Human retail traders don’t have capacity to run even one hundred bets at a time. More realistic would be an average of 2-3 trades on simultaneously. So what can be done?
For example:
  • You might diversify across time horizons by having a mix of short-term and long-term trades.
  • You might diversify across asset classes - trading some FX but also crypto and equities.
  • You might diversify your trade generation approach so you are not relying on the same indicators or drivers on each trade.
  • You might diversify your exposure to the market regime by having some trades that assume a trend will continue (momentum) and some that assume we will be range-bound (carry).
And so on. Basically you want to scan your portfolio of trades and make sure you are not putting all your eggs in one basket. If some trades underperform others will perform - assuming the bets are not correlated - and that way you can ensure your overall portfolio takes less risk per unit of return.
The key thing is to start thinking about a portfolio of bets and what each new trade offers to your existing portfolio of risk. Will it diversify or amplify a current exposure?

Crap trades, timeouts and monthly limits

One common mistake is to get bored and restless and put on crap trades. This just means trades in which you have low conviction.
It is perfectly fine not to trade. If you feel like you do not understand the market at a particular point, simply choose not to trade.
Flat is a position.
Do not waste your bullets on rubbish trades. Only enter a trade when you have carefully considered it from all angles and feel good about the risk. This will make it far easier to hold onto the trade if it moves against you at any point. You actually believe in it.
Equally, you need to set monthly limits. A standard limit might be a 10% account balance stop per month. At that point you close all your positions immediately and stop trading till next month.

Be strict with yourself and walk away
Let’s assume you started the year with $100k and made 5% in January so enter Feb with $105k balance. Your stop is therefore 10% of $105k or $10.5k . If your account balance dips to $94.5k ($105k-$10.5k) then you stop yourself out and don’t resume trading till March the first.
Having monthly calendar breaks is nice for another reason. Say you made a load of money in January. You don’t want to start February feeling you are up 5% or it is too tempting to avoid trading all month and protect the existing win. Each month and each year should feel like a clean slate and an independent period.
Everyone has trading slumps. It is perfectly normal. It will definitely happen to you at some stage. The trick is to take a break and refocus. Conserve your capital by not trading a lot whilst you are on a losing streak. This period will be much harder for you emotionally and you’ll end up making suboptimal decisions. An enforced break will help you see the bigger picture.
Put in place a process before you start trading and then it’ll be easy to follow and will feel much less emotional. Remember: the market doesn’t care if you win or lose, it is nothing personal.
When your head has cooled and you feel calm you return the next month and begin the task of building back your account balance.

That's a wrap on risk management

Thanks for taking time to read this three-part chapter on risk management. I hope you enjoyed it. Do comment in the replies if you have any questions or feedback.
Remember: the most important part of trading is not making money. It is not losing money. Always start with that principle. I hope these three notes have provided some food for thought on how you might approach risk management and are of practical use to you when trading. Avoiding mistakes is not a sexy tagline but it is an effective and reliable way to improve results.
Next up I will be writing about an exciting topic I think many traders should look at rather differently: news trading. Please follow on here to receive notifications and the broad outline is below.
News Trading Part I
  • Introduction
  • Why use the economic calendar
  • Reading the economic calendar
  • Knowing what's priced in
  • Surveys
  • Interest rates
  • First order thinking vs second order thinking
News Trading Part II
  • Preparing for quantitative and qualitative releases
  • Data surprise index
  • Using recent events to predict future reactions
  • Buy the rumour, sell the fact
  • The mysterious 'position trim' effect
  • Reversals
  • Some key FX releases
***

Disclaimer:This content is not investment advice and you should not place any reliance on it. The views expressed are the author's own and should not be attributed to any other person, including their employer.
submitted by getmrmarket to Forex [link] [comments]

APIs offered by brokers and data platforms

I’ve been looking for a broker that has an API for index futures and ideally also futures options. I’m looking to use the API to build a customized view of my risk based on balances, positions, and market conditions.
Searching the algotrading sub I found many API-related posts, but then when I actually read them and their comments, I found they’re often lacking in real substance. It turns out many brokers or data services that have APIs don’t actually support index futures and options via the API, and instead they focus on equities, forex, or cypto. So here’s the list of what I’ve found so far. This isn’t a review of these brokers or APIs and note that I have a specific application in mind (index futures and futures options). Perhaps you’re looking for an API for equities, or you just want data and not a broker, in which case there may be a few options. Also, I’m based in the US so I didn’t really look for brokers or platforms outside the US.
If you have experience with these APIs, please chime in with your thoughts. Also, I may have missed some brokers or platforms. If I did or if you see anything that needs correction please let me know.

Platform Notes
ADM Investor Services No API
Ally Invest Does not support futures instruments
Alpaca Only supports US Equities
Alpha Vantage Does not support futures instruments
AMP Broker with a huge number of platforms available including some with APIs
ApexFutures No API
Arcade Trader No API
AvaTrade Does not support futures instruments
Backtrader Not a data feed; otherwise looks cool but also looks like a one-man shop
Cannon Trading Broker with a variety of platforms, some have API access such as TT
Centerpoint No API
Charles Schwab API does not support futures instruments
Cobra No API
Daniels Trading No API
Discount Trading Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Edge Clear Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Eroom Now part of Dashprime. Offer a variety of APIs including CQG, TT, CBOE's Silexx, and others via FIX.
ETNA Trader Only supports equities, options (including multi-legs), ETFs, Mutual Funds (Forex with cryptocurrencies coming soon)
ETrade API seems robust but OAuth authorization needs to be refreshed via login once per 24 hours
Futures Online No API
Gain Capital Futures API available, based on .NET; unsure if they are open to retail clients
GFF Brokers Broker with a large number of platforms including some with API access
High Ridge Futures Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
iBroker API available; contact them for more info
IEX Cloud Looks great but does not support futures instruments
Infinity Futures JSON API available; contact them for more info
Interactive Brokers Client Web API looks promising if clunky
Intrinio Supports futures instruments but is expensive
Koyfin No API
Lightspeed C++ API available
marketstack API for equities available. Does not support futures instruments.
Medved Trader Windows app with a streaming API to various data sources and brokers. See comment below about API beta access.
NinjaTrader Does not support futures options
Norgate Data Not a broker; supports futures data for $270/year
Oanda Forex only; API last updated in 2018
Optimus Futures Broker with a large number of available platforms including some with API access
Phillip Capital Broker with a large number of available platforms including some with API access
polygon.io Expensive but looks slick; does not support futures instruments
Quandl API looks solid; $49/monthly for personal use, does not allow distributing or sharing data; not a broker
Quantconnect Does not expose raw data
Quantopian Does not expose raw data
Quantower Software that connects to multiple brokers and data feeds; API to their software via C# interface
Saxo Markets Broker with extensively documented API
Stage 5 Trading API available through Trading Technologies
Straits Financial Broker with several platforms available including some with APIs such as CQG, R
Sweet Futures Broker with a large number of available platforms including some with API access
TastyWorks There's an unofficial Python API
TenQuant.io Does not support futures instruments
ThinkorSwim Does not support futures instruments via the API
Tiingo Free account tier but does not support futures instruments
TradePro Broker with a number of platforms available; unclear if any are available with API access
Tradier Free developer API account for delayed data but does not support futures instruments
TradeStation Nice looking API docs and supports futures instruments; requires opening an account and a minimum balance of $100k and there’s no trial available
TradeFutures4Less Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
TradingTechnologies API looks robust; pricing starts at $700/month
TradingView Does not expose data API
Tradovate Technologies API exists, documentation unknown; need to talk to their account team
Wedbush Futures Broker with several platforms offered, a few of which have API access
WEX .NET/COM only; pricing not disclosed on website
Xignite Pricing not disclosed on website but they do support futures instruments
Yahoo Finance API Available through RapidAPI or via direct access; but it’s discontinued and unreliable
Zaner Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs

Wow, this list grew longer than I originally thought it would be. If you spot a mistake, please let me know and I’ll correct it.
Edit:
- added Lightspeed API - updated Dashprime to indicate some of the APIs available - added Medved Trader to table - added marketstack to table
submitted by theloniusmunch to thewallstreet [link] [comments]

Forex Trading Strategies Reddit: What you need to know to start Forex trading.

Forex Trading Strategies Reddit: What you need to know to start Forex trading.

FOREX Strategies

What are FOREX Strategies?
https://preview.redd.it/ihmphstzguv51.jpg?width=960&format=pjpg&auto=webp&s=81f6b73c367d8695605514f8d32aaf3e2aeabc6e
You may have noticed that most of people confuse the terminology and refer to FOREX Strategies in the wrong way. There are methodologies, systems, strategies, and techniques. The most effective methodology is Price Language (Trend Tracking). Combined with a correct reading of mass psychology presented by the charts.
We know that in the Stock Markets there are thousands of strategies. FOREX, like the rest of the markets, presents you with the opportunity to apply similar strategies to win consistently. Taking advantage of repetitive psychological patterns.
First, the Price Language methodology has created great fortunes in FOREX, and the next fortune may be yours. But this methodology must be implemented within a framework of advanced concepts of Markets. Without forgetting the basics. And working hard day by day.
Second, a strategy is a set of parameters and techniques that together give you the advantage to act in any situation. Thus for example in war, generals have attack strategies and counterattack strategies.
FOREX strategies alike are entry strategies and exit strategies. All beginners should know these FOREX strategies for beginners. That way you will get a general idea of ​​the game and understand that trading is a war against the Market and its Specialists. Only applying FOREX strategies revealed by the same Specialists and using their own techniques,
... you can survive in this war.
Do not fall into the trap of the many "systems" and "methods" that are offered on the internet about operating in the FOREX Market. They just don't work in the long run. They are strategies based on indicators for the most part. Using rigid parameters. That if they can work and give profitability during a certain period of time, they will always reach a breaking point when the market changes its dynamics.
Instead, take advantage of your precious time and learn the Language of Price or Price Action.
The Language methodology will allow you to adapt to each new phase of the Market. If you combine this knowledge with the appropriate psychological concepts, you can live comfortably from speculation in FOREX.

Forex Trading Strategies Reddit - Basic FOREX Strategies

You have two basic FOREX strategies, one entry, and one exit. Both follow a general strategy that helps you capitalize on the collective behaviors of the Market. That is, of the total of participating speculators.
This behavior causes the formation of cycles that repeat over and over again. Driven by the basic emotions (uncertainty, greed, and panic) of the speculators involved that can be taken advantage of with the aforementioned FOREX strategies. Specialists identify these emotions in the order flow and capitalize on these events every hour, every day, and every month.
Basic FOREX Strategies - The Price Cycle
These repetitive cycles consist of 4 phases:
  1. Accumulation
  2. Upward trend
  3. Distribution
  4. Downward trend
https://preview.redd.it/6dvk2w0pduv51.png?width=300&format=png&auto=webp&s=a3ab65ca4eab6d20174b3327b862d8b59dcc13b7
The two trends can be easily identified by their notorious breakdown. And the two areas of uncertainty (accumulation and distribution), due to their notorious range trajectories.
This general behavior determines the core of our FOREX strategies.
You buy when the price of a pair has broken and has come out of one of its congestion formations (accumulation or distribution). You implement one of the Forex strategies, in this case, the entry one.
The multi-time technique will help you find the point of least risk when entering your initial buy or sell order. In the same way and using the same strategy but this time to close your position, the multiple timing technique will also show you how to close your operation obtaining the highest possible profit.
The most consistent way to extract profits in the market is by trading the start of trends within a cycle . Once confirmed by their respective breaks from the areas of uncertainty. This is the mother of all FOREX strategies . And in a market that operates 24 hours, we have more frequent cycles and therefore more opportunities.

Forex Trading Strategies Reddit - Advanced Forex Strategies

There are many advanced FOREX strategies that are generally used by professional speculators working for large financial firms.
Among these firms are banks, Investment Fund managers and Hedge Fund managers. The latter is an investment modality similar to Investment Funds, with the difference that Hedge Funds use more complex investment strategies. Its operations are more oriented to aggressive speculations in the short and medium-term.
Among the most common strategies is hedging (hedging), carry trade, automated systems based on quantum mathematics. And a large number of combinations between the different option strategies.

The Carry Trade

The central idea of ​​Carry Trade is to buy a pair in which the base currency has a considerably higher interest rate than the quoted currency. To earn the difference in rates regardless of whether the price of the pair rises or falls.
Suppose we buy a $ 100,000 lot of AUDJPY, which according to the rates on the chart would turn out to be the ideal instrument in this example to use the Forex carry trade strategy.
As our capital is in US dollars we have to assume for our example, the following quotes necessary to perform the place calculations:
AUD / JPY = 80.00 USD / JPY = 85.00
What happens internally in your broker is this.
  1. By placing as collateral $ 1,000 of your $ 50,000 of capital (assumed for this example), deposited in your account, you have access to $ 100,000 virtual (this is what is known as leverage); that is, you put in $ 1,000 and your broker lends you 99,000.
  2. With those $ 100,000 virtual dollars, your broker borrows on your behalf ¥ 8,500,000 Japanese yen (85 × 100,000) at 0.1% annual interest from a Japanese bank.
  3. With those ¥ 8,500,000 Japanese yen, your broker buys A $ 106,250 Australian dollars (8,500,000 / 80) and deposits it in an Australian bank where it receives 4.5% annual interest on your behalf.
  4. One year later (and regardless of the profit or loss generated by the pair's movement), your profit will be the difference between the AUD rate and the JPY rate, that is:
Profit = (AUD rate) - (JPY rate) - (costs of the 2 currency exchanges) Profit = (4.5%) - (0.1%) - (0.1% to 1%)
The great advantage of carry trade FOREX strategies is that this percentage profit is applied to the $ 100,000 of the standard lot; the broker transfers all of the profit to you, even if you only contributed $ 1,000. On the other hand, if you carry out the inverse of this operation, this benefit of the Forex carry trade becomes a cost (swap), and you assume it completely.
Remember that FOREX carry trade strategies are recommended for pairs with considerable interest rate differences, such as the one we have just seen in our example.
These FOREX strategies should also not be used in isolation. The idea is that through technical analysis you identify when would be the ideal time to enter the market using your carry trade Forex strategy and multiply your profits considerably.

What FOREX Strategies Do Hedge Funds Use?

The FOREX strategies used by large fund managers do not constitute an advantage in terms of percentage results for them, nor do they constitute a competitive disadvantage for you.
The vast majority of them fail because of their big egos. In fact, there was a firm made up of great financial geniuses, including 2 winners of the Nobel Prize in Economics, who developed a strategy based on quantum mathematical calculations.
With an initial base capital of about 3 billion dollars, and after 3 successful years obtaining annual returns of over 40%, the firm Long-Term Capital Management, begins its fourth year with losses. To counteract these losses the geniuses decide to multiply the initial capital several times, while the losses continued.
The year closed with the bankruptcy of the fund, and with a total accumulated loss of 1 trillion dollars, due to the great leverage used. And all for not admitting that the FOREX Strategies of Long Term Capital Management were not in line with the dynamics of the Market.
There are an overwhelming number of opportunities in the stock markets to make money interpreting the Language of Price.
You don't need to use complex "advanced" strategies that have been created to handle hundreds or billions of dollars.
The reasons for using these FOREX strategies are very different from what a "retail trader" pursues with his small speculation business.
As you can see, you should not worry about wanting to integrate any of these advanced strategies into your arsenal. They are only beneficial for managing hundreds or billions of dollars, where the return parameters are very different when you handle small amounts of capital.
Do not worry about collecting hundreds of free FOREX strategies that circulate on the internet, that great accumulation of mediocre information will only serve to confuse you and waste your valuable time.
Spend that time learning Price Action,
… And you will always be one step behind the Specialists, identifying each new Market condition, and anticipating the vast majority of reversals of all prices.
Ironically, the most successful fund managers indicate that their most profitable trades are those based on the basic trend-following strategies of the Price Language. The same ones that you will learn in this Free Course.
Dedicate yourself to perfecting them and believe me you won't need anything else. As long as you have good risk management, taking into consideration the following points ...

Styles of Investments in FOREX

The Investment FOREX long term is not recommended for small investors like you and me. If we take into account the term investing literally as large investors do who buy a financial product today to sell it years later.
We both have a better niche in the short and medium-term.
You may have noticed that the big multi-year trends in the Forex Market do exist. But minor swings within a big trend are usually very wide.
These minor movements allow us to easily double and triple the annual return of the big general trend, motivating most traders to speculate in the short and medium-term.
These minor oscillations or trends that occur within the large multi-year trends owe their occurrence mainly to two reasons.
First, the FOREX Market presents 3 sessions a day each in different cities of the world with different time zones (Asia, Europe, and America). This causes more frequent trend changes than in the rest of the stock markets.
Second, the purpose for which it was created also plays a role. The modern Foreign Exchange Market, since its inception in 1972, was conceived by the global financial system as a tool for speculation. To obtain benefits in the short and medium-term (from several days to 1 year).
These two points are basically the reasons why we observe the immense speed with which the FOREX market changes trends.
For example, for those who live in America, in the early morning (Europe) the EURUSD pair may be on the rise, in the morning or afternoon (America) it may be down, and then finally at night (Asia) it may return to the rise.

Define your Own Style for your FOREX Investments

One of the first decisions you will have to make is to choose your style as a trader or investor.
There are 4 types of well-defined styles.
Most professional traders tend to have multiple styles, although they always identify with one primary style for their FOREX investments. Study the characteristics of the 4 main styles to make your investments in FOREX :
1. Long Term: recommended for anyone who is going to enter the market for the first time and who can dedicate a minimum of one hour per month to their investments in Forex. The period of an open position ranges from 1 year to 5 years.
2. Medium Term: recommended for anyone who is going to enter the market for the first time and who can dedicate a minimum of one hour per week to their investments in Forex. The period of an open position ranges from 1 month to 1 year.
3. Short Term: recommended for anyone who is going to enter the market for the first time, or who already has a certain time operating in the long and medium-term, showing constant profits, and who can dedicate a minimum of one hour per day to your investments in FOREX. The period of an open position ranges from 1 day to 1 month.
4. Intraday : recommended only for people with a fairly solid earnings record in the short term, and with a capital greater than $ 50,000. As we have noted, this option constitutes a full-time job.
People who start investing in FOREX , should start executing short-term (weeks) and medium-term (months) transactions only, and not pay attention to intraday oscillations (day trading).
If you are interested in being an intraday speculator, I recommend that you first exhaust at least a year doing operations in the short and medium-term to assimilate the correct strategies and to develop the necessary mentality to carry out this work.
The second option would be to participate in some kind of intensive training.
I remind you that self-educating is almost impossible in speculation. You are likely to accumulate a lot of knowledge by reading books and attending courses. But you will probably never learn to make money with all the incomplete "systems" circulating on the internet.

Mistakes to Avoid When Looking for Your Style

Many people who are new to FOREX investments make the mistake of combining these styles, which is a key to failure.
I recommend that if you are not getting the results you expected by adopting one of these styles, do not try to change it. The problem sure is not in the style, but in your strategies or in your psychology.
A successful investor is able to make a profit in any longer trading time than he is used to. I explain. If you are already a profitable operator in the short term, it is very likely that you will also be profitable in the medium and long term,
… As long as you can interpret the Language of Price or Price Action.
In the opposite case, the same would not happen. If you were a medium-term trader, you would need time to adjust to the intraday. The reality is that long, medium and short term traders have very similar personalities. The intraday trader is completely different.

The Myth of the Intraday in Investments in FOREX

If you are already successful in the short, medium and long term, you will notice that the sacrifice and the hours necessary in front of the computer to operate intraday is much greater. The intraday style will be useful to increase your account if it is less than USD $ 100,000 in a very short time in exchange for 8 to 12 hours a day of hard work but ...
You must first develop the necessary skills to operate the intraday.
The ideal is to combine all the styles to get more out of the Market and carry out more effective transactions and have a diversification in your investments in FOREX.
There are intraday traders that are very successful, but the reality is that there are very few in the world that make a profit year after year. If you want to become an intraday, you just have to prepare yourself properly through intensive training.
Otherwise, I recommend that you don't even think about educating yourself to adopt the intraday style. It is not necessary to go against a probability of failure greater than 99%. Unless
... your ego is greater than your common sense.
The main reason why this style of investments in FOREX is not recommended for the vast majority of us "retail investors" (the official term "retail traders"), is the high operational cost.
The real commissions in this market range between $ 2.0 and $ 2.50 for each lot of 100,000 virtual units. This means that a complete operation (opening and closing) is approximately $ 5.00, for each standard lot traded ($ 100,000 virtual).
Another fundamental reason is the advent of robotic traders (HFT = High-Frequency Trading), which tend to manipulate the market in the shorter intraday swings. Please do not confuse HFTs with automated systems that we find daily on the internet, and that can be purchased for a few hundred dollars and often for free on FOREX forums / groups.
These HFTs to which I refer, they are effective. They cost millions of dollars and have been developed by the large Wall Street financial firms to manage their investments in FOREX.
The reality of the intraday trader is that you execute orders for large lots at the same time, to profit from the smallest movements in the market. It is an activity based on reflexes. The slightest oversight or distraction can turn into a catastrophe for your FOREX investments.
I recommend that you start investing in FOREX using slow time periods such as H4 or Daily. For some reason, all Goldman Sachs intraday FOREX investments are made with algorithms.

Finally…

To choose your style as a trader and manage your investments in FOREX, first determine what your degree of experience is, analyze the points mentioned below and the rest you will discover when you execute your first operations.
The points that will affect your decision are:
  • Capital
  • Time available each day
  • Level of Experience
  • Personality
Discovering your style is a search process. For some it will be a long way to find the right time frame that matches their personality. Don't be put off by the falls. After all, those who continue the path despite the falls are the ones who reach the destination.
And I hope you are one of those who get up over and over again. The next lesson will boost your confidence when you discover the main reason that moves currencies ...

Fundamental Analysis in Forex Trading Reddit

The fundamental analysis in Forex is used mostly by long-term investors. Players as we saw in the styles of operators, start a negotiation today, to close it years later.
I always emphasize the importance that the mass media give to this type of analysis to distract the great mass of participants.
It is all part of a great mass psychological manipulation. For centuries the ignorance of the masses has been organized before the great movements begin.
The important news are the macroeconomic reports published by the Central Banks and other government agencies destined for this work. All reports are made up. 99% of them are corrected months later.
These events are tools to justify fundamental analysis and price cleaning movements. Any silly headline does the job. With this, it is possible to absorb most of the existing liquidity, before the new trend phase is projected.

Reaction!

Except in rare situations, the result of an economic report of the fundamental analysis is generally already assimilated in the graph. In most cases, there are financial institutions that already have access to this information and are organizing and carrying out their operations in advance.
The phrase buy the rumor and sell the news is a very old adage on Wall Street. And its meaning contains what we have just explained. For the investor who can interpret the Language of Price, fundamental analysis is of little importance. Well, in general, their disclosure does not indicate that you have to take any action in your open trades , as long as your entry strategy provides you with a good support cushion.
This reality of fundamental analysis causes a lot of confusion for investors who lack in-depth knowledge of the forex market.

Macroeconomic Data

The data published in these events is irrelevant. Both for speculators and for the people in general. They are false. They lack reliability.
The price can go up or down with the same result of the data. The main ones are:
- Interest Rates - GDP (gross domestic product) - CPI (inflation) - ISM (manufacturing index) - NFP (payroll) - Double Deficits (deficit = fiscal + balance of payments)
If you are initiated, I recommend you avoid operating near these events. It is only a matter of having the time pending. Use the economic calendar for Fundamental Analysis of Forex Factory.
There is a probabilistic advantage in operating these fundamental analysis events. But it takes preparation, experience, and practice. They represent a way of diversifying in the general operation of a speculator.

The Uncertainty of Fundamental Analysis

On many occasions after the disclosure of an economic report, the price movement of the currency pair that is going to be affected tends to move in the opposite direction to the logic of the report.
I show you an example of a fundamental analysis report. Imagine that the EUR / USD pair is trading at 1.2500, and the FED (US Federal Reserve) issues a statement announcing that it has just raised inter-bank interest rates from 0.25 points to 0.75 points. Very positive news for the US dollar that logically implies an appreciation of the currency and consequently an instantaneous collapse of the EUR / USD pair (up the dollar and down the euro)
However, minutes after the release of said fundamental analysis report, the pair after effectively collapsing to 1.2400, returns and returns to its levels prior to the report (1.2500). This situation is very common , but it is not so easy to identify it when it is occurring, but after the damage is done.
Traps like these devour the accounts of beginners who approach the market with little experience, with weak strategies, and especially with very little experience.
That is why I reiterate that you forget the fundamental analysis for now. Just keep in mind when operating, that there is no publication scheduled nearby. Just check the economic calendar for the day and forget about the numbers. Let the economists mess around with the data.

FOREX Market Correlation

The Forex market correlation exists between pairs with similar "base" currencies and not always under the same circumstances. The correlation in the Forex market that is most followed and that has the greatest impact on fundamental analysis is that of the US dollar (USD).
The USD is the most traded monetary unit with a volume greater than 80% with respect to the rest of the currencies. This fact determines why their correlation is the most important, the most followed, and perhaps the only one worth following in the fundamental macro analysis.
The 7 major pairs are usually in sync . These 7 pairs all include the USD and present a fundamental analysis correlation almost 75% of the time. Influencing the rest of the currency pairs.

Advantages of the FOREX Market Correlation

In the fundamental analysis the most basic FOREX correlation is the following. When the USD appreciates, the USD / CAD, USD / CHF, and USD / JPY pairs tend to go up in price. This indicates that the Canadian dollar (CAD), the Swiss franc (CHF), and the Japanese yen (JPY) are losing value against the USD.
We must bear in mind that this correlation does not occur 100% of the time. In fact, the JPY generally tends to move in the opposite direction , since in recent decades this currency has been used as a source of financing to invest in other financial instruments.
On the other side is the FOREX market correlation that generates a movement almost in unison in the other 4 major pairs EUR / USD, GBP / USD, AUD / USD, and NZD / USD. These tend to fall in price, homologous the appreciation of the USD. But not always.
In this case the fundamental analysis correlation works most of the time, between 65 and 85% of the time. Small differences are noted in the extent that each of these pairs experiences.
There is also a correlation in the secondary FOREX market, where the pairs of all currencies that do not include the USD participate, but I recommend you not to waste time on them for now. There are more important things about the Language of Price to know first.

FOREX Commodity Correlation

In this part I will explain to you in a basic way the Correlation Commodities - FOREX of the fundamental analysis.
There are three currencies that have a direct correlation with commodities. They are usually called: "COMDOLLS" which is short for "Commodities Dollars" (Commodities Dollars), since all three obey the dollar denomination. These are:
- The New Zealand Dollar (NZD) - The Australian Dollar (AUD) - The Canadian Dollar (CAD)
These three currencies make up the group of the 8 largest together with the euro, the pound, the yen, the franc and the US dollar. Together, they merge to produce the major pairs traded in the FOREX Foreign Exchange Market.
The FOREX Commodity Correlation has an affinity in most cases greater than 75%. And each of them has its different raw material of correlation. You will notice that the NZD and the AUD are two currencies that act practically in unison. Both present minimal discrepancies in their fluctuations in the short, medium and long term.
This is mainly because their economies are very similar and their economic and fiscal policies are too. Their main production items also show great similarities, despite the fact that the Australian economy is much larger than the New Zealand economy.
The raw materials that follow the movement of the AUD are mainly gold and copper. If you put the history of these three quotes during the last decade of the year 2,000 together on the same chart, you will notice a very similar upward movement between the three quotes. Pure correlation of fundamental analysis.
This strong correlation with commodities in the metals area for the AUD has provided Australia with an economic advantage enviable over the other major powers that have seen their currencies devalue sharply against the AUD. At the same time, they experience a constant decrease in the purchasing power of their citizens.
The NZD maintains a correlation with raw materials related to agriculture and livestock, mainly including milk and its derivatives. It is one of the countries that dominates the world export of these economic items, and also has important exports of metals , although in smaller quantities than Australia.
Finally, you have a correlation with raw materials in the energy area. For historical reasons the CAD, which is not the largest oil producer in the world, but an important supplier to the largest consumer that is the US, has seen its currency oscillate in line with oil prices.
To make long-term investments in the Foreign Exchange Market, it is necessary to take into consideration at least one Commodity Correlation - FOREX in your fundamental analysis.

Forex Technical Analysis Reddit

The technical analysis is the methodology that interprets the movements of the price. Specialists look for liquidity to fund their business. The repetition of the strategies used by the specialists in their work generate repetitive patterns.
If you were an analyst, you would develop the visual ability to identify such patterns on a graph. If you were a programmer you would quantify them mathematically using complex formulas.
And if you could learn to interpret the Language of Price, you would have the ability to anticipate 90% of all movements that occur on a chart. And in this business, anticipating is what will make you money.
Market prices are reflected and framed on a horizontal time axis and a vertical price axis. Prices go up or down according to the aggressiveness of the participating operators. In an efficient or balanced market these oscillations should be imperceptible.
But in reality this is not the case, since the Market works thanks to the digital printing of hundreds of billions of units of paper money systematically distributed by the Central Banks through the banking system. These resources serve as a tool to manipulate 100% of the movements that occur in the FOREX Market.
Are you looking for Technical Indicators? All technical indicators were created from the 70's. How do you think that for more than 200 years the speculators of the past accumulated great wealth?
With the Language of Price. The best timing is given by the price itself. Indicator-generated entry signals usually occur at the wrong time.
The basis of technical analysis is human psychology. Unfortunately, human beings are not perfect and are loaded with emotions that dominate their behavior in similar situations, creating repetitive and highly predictable behavior when it occurs in masses.
The study of technical analysis through indicators and subjective training, originates and shapes the collective thinking on which all the traps that specialists execute every day to maintain their business are designed. If the majority won, the Market would cease to exist.
Although you already know that the patterns are not generated by the masses , but the repetitive behavior of the Specialists in the face of the action response of the masses. It is very easy for speculaists, because they can see everyone's orders in their books.
And they also exert a great influence on the decisions of the masses through the mass media. It is what I call the war between the Egg and the Stone , if you hit me you win and if I hit you also you win.

The Deception of Modern Technical Analysis

Through the centuries thousands of people have been able to extract great benefits from the financial markets by applying the basic strategies of technical analysis and the psychology of the Price Language.
More than 200 years ago when the markets began to operate officially, fundamental analysis predominated, which was only used by large financial institutions. As this analysis tool began to become popular, these institutions began to apply the strategies of technical analysis.
In recent decades and with the massification of internet technology, technical analysis has begun to be handled by anyone who has a computer with internet access. The same financial institutions, which have been present for more than a century and as a result of this overcrowding , establish a strategy to confuse and misinform about the true strategies of technical analysis.
This has been accomplished in the following manner. Currently there are hundreds, if not thousands of technical indicators that have been developed by so-called "gurus" of technical analysis and that sell their magic indicators packed in a "system" or "method" that usually cost thousands of dollars, or simply with the publication of a book with which they generate large profits. Double benefit.
The aim is to confuse the initiates in speculation and create the collective mentality that will originate the same behaviors over and over again. About 95% of these new entrants completely lose all the capital they invest in their early stages as investors.
Leaving them with a negative experience and creating the idea and the image that financial markets are an exclusive area for geniuses with high academic levels and that only they can produce returns in the markets year after year.
The initiate, having lost all his original capital, turns to these “gurus” for help and teachings. You spend more capital on the products they offer you and the cycle repeats itself . Obviously, the vast majority do not relapse and completely forget to re-engage in the stock markets.
I hope you have not been a victim of this drama.
Now I will show you the simplicity of a FOREX technical analysis , without the need to resort to any indicator as a tool to determine an effective entry or exit strategy when planning your operations.

The Price Cycle

Previously you studied in the FOREX strategies lesson, that the typical price cycle when it is reflected in a graph, presents four very specific phases and very easy to identify if you perform a technical analysis with common sense . These are:
  • Accumulation
  • Bullish trend
  • Distribution
  • Bearish trend
Remember also that the most effective way to constantly extract profits in the markets is by taking advantage of phases 2 and 4 (the trends). Combined with a correct reading of the collective behavior of the masses of speculators interpreting the Language of Price.
You will be surprised by the simplicity with which thousands of people around the world and over the centuries have accumulated large sums of money by drawing a few simple lines and applying responsible risk management with their capital.

How to Identify Trends?

Being able to determine the trend phases within the price cycle is the essence of technical analysis since it is these two phases that provide you with the probabilistic advantage you need to operate in the markets and obtain constant returns.
In the most plain and simple language, in the world of technical analysis, there are only two types of formations: trends and ranges.
The trends, in turn, can be bullish if they go up, or bearish if they go down. The ranges, on the other hand, can be accumulation if they are at the beginning of the cycle, or distribution if they are in the high part of the cycle. As I had indicated in the topic of FOREX strategies when describing the price cycle.
This sounds more like a play on words, but I will show you the practical definition to simplify your life and then you will apply these definitions on the graph so that everything makes more sense to you.
  • Bullish trend: a succession of major highs and major lows
  • Bearish trend: a succession of minor highs and minor lows
  • Floor Range: equal highs and varied lows
  • Ceiling Range: equal minimums and varied maximums
https://preview.redd.it/vvmsshf0guv51.png?width=600&format=png&auto=webp&s=c321679a7dcc03f7184778be86379ef442fddf91
Some key points from the graph:
  • The start of this big uptrend was detected when the last high (thick green line) of the previous downtrend was broken to the upside, ending the succession of lower highs, while exiting the lateral floor formation.
  • The succession of major lows in the uptrend (thin blue lines)
  • The succession of major highs in the uptrend (thin green lines)
  • The end of the uptrend was detected when the last low (thick blue line) of the uptrend was broken to the downside, ending the succession of higher lows, while exiting the lateral ceiling formation.
A tool that will help you sharpen your technical eye and identify trends on the chart is the Currency Scanner. This application is very effective and will provide you with a much-needed boost in your operations to identify reliable trends. At first, we are not sure how reliable a trend is. You will receive great help to find opportunities with the Currency Scanner .

The Common Sense, The Less Common of Senses

The central idea of ​​technical analysis consists in determining the price situation of a market, that is, in which phase of the pattern of its cycle it is currently conjugated with the collective thinking of the masses and the possible traps that the market would have prepared to remove. the capital at stake by the public.
To carry out a precise technical analysis, you will use the support and resistance lines, which can be static (horizontal) or dynamic (projecting an angle with respect to the horizontal axis).
Your common sense prevails here.
If you show a 10-year-old a chart, they will be able to tell you if the price is going up or down. You will most likely have no idea how to draw the lines, but you will be able to establish the general trend. Simply using your common sense.
By introducing indicators and other gadgets , the simplicity and effectiveness of the technical analysis created by your common sense evaporates.
The following graph conceptually shows you all the possible situations in which you could draw these lines to carry out your technical analysis of the place. You can clearly observe a downtrend delimited by its dynamic trend line and an uptrend on the right side with its respective dynamic delimitation.
https://preview.redd.it/5iehg0r6guv51.png?width=500&format=png&auto=webp&s=84c265a5d35da7ea970792c4bf40fe20b33bd8bd

Forex Charts Analysis

I want to remind you that the formations or patterns that develop on the charts (triangles, wedges, pennants, boxes, etc.) only work to execute trades that have initially been confirmed by the static support and resistance lines and to read the collective thinking of the masses.
Chart formations work, but you must know the Language of Price to determine when the Specialists will exploit a chartist figure, or when they will allow it to run. In fact, you will learn with the Language that you can operate a chart figure in any direction.
Much of the "mentalization" that the masses receive is to believe that the figures are made to be respected. Which is an inefficient way of working. Simply because you could wait days or months for a perfect chart figure to occur in order to perform a reliable trade. When in fact there are dozens every day.

Japanese Candles

Of all the tools you have to carry out technical analysis, perhaps the best known and most popular is the Japanese technique of candles (candlesticks).
Candles are mainly used to identify reversal points on the chart without resorting to confirmation of horizontal trend lines and only using a previous bar or candle breaks.
Its correct use is subject to a multi-time analysis (multiple temporalities) and a general evaluation of the context proposed by the market in general at the time of each scenario.
Later I will show you all the important details to take into account so that you use Japanese candles in a simple and very effective way.
Do not forget ... Trading in your beginnings based on formations (chartism) and candlestick patterns conjugated with hundreds of tools and technical indicators, constitutes the perfect path to your failure. Before using any strategy or technique I recommend you focus on learning the Price Language, which includes 3 basic things:
  • The Price: structure and dynamics
  • Market sentiment: relative strength, external shocks, etc.
  • Psychology: flexible mindset and risk acceptance
After you acquire this solid foundation, I guarantee that you will be able to trade any trading system that exists, any strategy, technique or chart figure in a profitable and consistent manner.
Specialists make money every day at the expense of the collective behavior caused by the use of these strategies and techniques. With which you will only manage to lose your capital and your time by putting the cart in front of the horse.
People who do the opposite, at best become,
... Philosophers of Speculation, or indocile Robot Assistants or Expert Advisors.
To make money in any market condition, range or trend, you must use the technical analysis based on the Price Language and combine it with a correct psychological reading of the price. This knowledge can only be acquired through proper education and lots of supervised practice. Like any other career in life.
I hope you've found this guide helpful!
submitted by kayakero to makemoneyforexreddit [link] [comments]

H1 Backtest of ParallaxFX's BBStoch system

Disclaimer: None of this is financial advice. I have no idea what I'm doing. Please do your own research or you will certainly lose money. I'm not a statistician, data scientist, well-seasoned trader, or anything else that would qualify me to make statements such as the below with any weight behind them. Take them for the incoherent ramblings that they are.
TL;DR at the bottom for those not interested in the details.
This is a bit of a novel, sorry about that. It was mostly for getting my own thoughts organized, but if even one person reads the whole thing I will feel incredibly accomplished.

Background

For those of you not familiar, please see the various threads on this trading system here. I can't take credit for this system, all glory goes to ParallaxFX!
I wanted to see how effective this system was at H1 for a couple of reasons: 1) My current broker is TD Ameritrade - their Forex minimum is a mini lot, and I don't feel comfortable enough yet with the risk to trade mini lots on the higher timeframes(i.e. wider pip swings) that ParallaxFX's system uses, so I wanted to see if I could scale it down. 2) I'm fairly impatient, so I don't like to wait days and days with my capital tied up just to see if a trade is going to win or lose.
This does mean it requires more active attention since you are checking for setups once an hour instead of once a day or every 4-6 hours, but the upside is that you trade more often this way so you end up winning or losing faster and moving onto the next trade. Spread does eat more of the trade this way, but I'll cover this in my data below - it ends up not being a problem.
I looked at data from 6/11 to 7/3 on all pairs with a reasonable spread(pairs listed at bottom above the TL;DR). So this represents about 3-4 weeks' worth of trading. I used mark(mid) price charts. Spreadsheet link is below for anyone that's interested.

System Details

I'm pretty much using ParallaxFX's system textbook, but since there are a few options in his writeups, I'll include all the discretionary points here:

And now for the fun. Results!

As you can see, a higher target ended up with higher profit despite a much lower winrate. This is partially just how things work out with profit targets in general, but there's an additional point to consider in our case: the spread. Since we are trading on a lower timeframe, there is less overall price movement and thus the spread takes up a much larger percentage of the trade than it would if you were trading H4, Daily or Weekly charts. You can see exactly how much it accounts for each trade in my spreadsheet if you're interested. TDA does not have the best spreads, so you could probably improve these results with another broker.
EDIT: I grabbed typical spreads from other brokers, and turns out while TDA is pretty competitive on majors, their minors/crosses are awful! IG beats them by 20-40% and Oanda beats them 30-60%! Using IG spreads for calculations increased profits considerably (another 5% on top) and Oanda spreads increased profits massively (another 15%!). Definitely going to be considering another broker than TDA for this strategy. Plus that'll allow me to trade micro-lots, so I can be more granular(and thus accurate) with my position sizing and compounding.

A Note on Spread

As you can see in the data, there were scenarios where the spread was 80% of the overall size of the trade(the size of the confirmation candle that you draw your fibonacci retracements over), which would obviously cut heavily into your profits.
Removing any trades where the spread is more than 50% of the trade width improved profits slightly without removing many trades, but this is almost certainly just coincidence on a small sample size. Going below 40% and even down to 30% starts to cut out a lot of trades for the less-common pairs, but doesn't actually change overall profits at all(~1% either way).
However, digging all the way down to 25% starts to really make some movement. Profit at the -161.8% TP level jumps up to 37.94% if you filter out anything with a spread that is more than 25% of the trade width! And this even keeps the sample size fairly large at 187 total trades.
You can get your profits all the way up to 48.43% at the -161.8% TP level if you filter all the way down to only trades where spread is less than 15% of the trade width, however your sample size gets much smaller at that point(108 trades) so I'm not sure I would trust that as being accurate in the long term.
Overall based on this data, I'm going to only take trades where the spread is less than 25% of the trade width. This may bias my trades more towards the majors, which would mean a lot more correlated trades as well(more on correlation below), but I think it is a reasonable precaution regardless.

Time of Day

Time of day had an interesting effect on trades. In a totally predictable fashion, a vast majority of setups occurred during the London and New York sessions: 5am-12pm Eastern. However, there was one outlier where there were many setups on the 11PM bar - and the winrate was about the same as the big hours in the London session. No idea why this hour in particular - anyone have any insight? That's smack in the middle of the Tokyo/Sydney overlap, not at the open or close of either.
On many of the hour slices I have a feeling I'm just dealing with small number statistics here since I didn't have a lot of data when breaking it down by individual hours. But here it is anyway - for all TP levels, these three things showed up(all in Eastern time):
I don't have any reason to think these timeframes would maintain this behavior over the long term. They're almost certainly meaningless. EDIT: When you de-dup highly correlated trades, the number of trades in these timeframes really drops, so from this data there is no reason to think these timeframes would be any different than any others in terms of winrate.
That being said, these time frames work out for me pretty well because I typically sleep 12am-7am Eastern time. So I automatically avoid the 5am-6am timeframe, and I'm awake for the majority of this system's setups.

Moving stops up to breakeven

This section goes against everything I know and have ever heard about trade management. Please someone find something wrong with my data. I'd love for someone to check my formulas, but I realize that's a pretty insane time commitment to ask of a bunch of strangers.
Anyways. What I found was that for these trades moving stops up...basically at all...actually reduced the overall profitability.
One of the data points I collected while charting was where the price retraced back to after hitting a certain milestone. i.e. once the price hit the -61.8% profit level, how far back did it retrace before hitting the -100% profit level(if at all)? And same goes for the -100% profit level - how far back did it retrace before hitting the -161.8% profit level(if at all)?
Well, some complex excel formulas later and here's what the results appear to be. Emphasis on appears because I honestly don't believe it. I must have done something wrong here, but I've gone over it a hundred times and I can't find anything out of place.
Now, you might think exactly what I did when looking at these numbers: oof, the spread killed us there right? Because even when you move your SL to 0%, you still end up paying the spread, so it's not truly "breakeven". And because we are trading on a lower timeframe, the spread can be pretty hefty right?
Well even when I manually modified the data so that the spread wasn't subtracted(i.e. "Breakeven" was truly +/- 0), things don't look a whole lot better, and still way worse than the passive trade management method of leaving your stops in place and letting it run. And that isn't even a realistic scenario because to adjust out the spread you'd have to move your stoploss inside the candle edge by at least the spread amount, meaning it would almost certainly be triggered more often than in the data I collected(which was purely based on the fib levels and mark price). Regardless, here are the numbers for that scenario:
From a literal standpoint, what I see behind this behavior is that 44 of the 69 breakeven trades(65%!) ended up being profitable to -100% after retracing deeply(but not to the original SL level), which greatly helped offset the purely losing trades better than the partial profit taken at -61.8%. And 36 went all the way back to -161.8% after a deep retracement without hitting the original SL. Anyone have any insight into this? Is this a problem with just not enough data? It seems like enough trades that a pattern should emerge, but again I'm no expert.
I also briefly looked at moving stops to other lower levels (78.6%, 61.8%, 50%, 38.2%, 23.6%), but that didn't improve things any. No hard data to share as I only took a quick look - and I still might have done something wrong overall.
The data is there to infer other strategies if anyone would like to dig in deep(more explanation on the spreadsheet below). I didn't do other combinations because the formulas got pretty complicated and I had already answered all the questions I was looking to answer.

2-Candle vs Confirmation Candle Stops

Another interesting point is that the original system has the SL level(for stop entries) just at the outer edge of the 2-candle pattern that makes up the system. Out of pure laziness, I set up my stops just based on the confirmation candle. And as it turns out, that is much a much better way to go about it.
Of the 60 purely losing trades, only 9 of them(15%) would go on to be winners with stops on the 2-candle formation. Certainly not enough to justify the extra loss and/or reduced profits you are exposing yourself to in every single other trade by setting a wider SL.
Oddly, in every single scenario where the wider stop did save the trade, it ended up going all the way to the -161.8% profit level. Still, not nearly worth it.

Correlated Trades

As I've said many times now, I'm really not qualified to be doing an analysis like this. This section in particular.
Looking at shared currency among the pairs traded, 74 of the trades are correlated. Quite a large group, but it makes sense considering the sort of moves we're looking for with this system.
This means you are opening yourself up to more risk if you were to trade on every signal since you are technically trading with the same underlying sentiment on each different pair. For example, GBP/USD and AUD/USD moving together almost certainly means it's due to USD moving both pairs, rather than GBP and AUD both moving the same size and direction coincidentally at the same time. So if you were to trade both signals, you would very likely win or lose both trades - meaning you are actually risking double what you'd normally risk(unless you halve both positions which can be a good option, and is discussed in ParallaxFX's posts and in various other places that go over pair correlation. I won't go into detail about those strategies here).
Interestingly though, 17 of those apparently correlated trades ended up with different wins/losses.
Also, looking only at trades that were correlated, winrate is 83%/70%/55% (for the three TP levels).
Does this give some indication that the same signal on multiple pairs means the signal is stronger? That there's some strong underlying sentiment driving it? Or is it just a matter of too small a sample size? The winrate isn't really much higher than the overall winrates, so that makes me doubt it is statistically significant.
One more funny tidbit: EUCAD netted the lowest overall winrate: 30% to even the -61.8% TP level on 10 trades. Seems like that is just a coincidence and not enough data, but dang that's a sucky losing streak.
EDIT: WOW I spent some time removing correlated trades manually and it changed the results quite a bit. Some thoughts on this below the results. These numbers also include the other "What I will trade" filters. I added a new worksheet to my data to show what I ended up picking.
To do this, I removed correlated trades - typically by choosing those whose spread had a lower % of the trade width since that's objective and something I can see ahead of time. Obviously I'd like to only keep the winning trades, but I won't know that during the trade. This did reduce the overall sample size down to a level that I wouldn't otherwise consider to be big enough, but since the results are generally consistent with the overall dataset, I'm not going to worry about it too much.
I may also use more discretionary methods(support/resistance, quality of indecision/confirmation candles, news/sentiment for the pairs involved, etc) to filter out correlated trades in the future. But as I've said before I'm going for a pretty mechanical system.
This brought the 3 TP levels and even the breakeven strategies much closer together in overall profit. It muted the profit from the high R:R strategies and boosted the profit from the low R:R strategies. This tells me pair correlation was skewing my data quite a bit, so I'm glad I dug in a little deeper. Fortunately my original conclusion to use the -161.8 TP level with static stops is still the winner by a good bit, so it doesn't end up changing my actions.
There were a few times where MANY (6-8) correlated pairs all came up at the same time, so it'd be a crapshoot to an extent. And the data showed this - often then won/lost together, but sometimes they did not. As an arbitrary rule, the more correlations, the more trades I did end up taking(and thus risking). For example if there were 3-5 correlations, I might take the 2 "best" trades given my criteria above. 5+ setups and I might take the best 3 trades, even if the pairs are somewhat correlated.
I have no true data to back this up, but to illustrate using one example: if AUD/JPY, AUD/USD, CAD/JPY, USD/CAD all set up at the same time (as they did, along with a few other pairs on 6/19/20 9:00 AM), can you really say that those are all the same underlying movement? There are correlations between the different correlations, and trying to filter for that seems rough. Although maybe this is a known thing, I'm still pretty green to Forex - someone please enlighten me if so! I might have to look into this more statistically, but it would be pretty complex to analyze quantitatively, so for now I'm going with my gut and just taking a few of the "best" trades out of the handful.
Overall, I'm really glad I went further on this. The boosting of the B/E strategies makes me trust my calculations on those more since they aren't so far from the passive management like they were with the raw data, and that really had me wondering what I did wrong.

What I will trade

Putting all this together, I am going to attempt to trade the following(demo for a bit to make sure I have the hang of it, then for keeps):
Looking at the data for these rules, test results are:
I'll be sure to let everyone know how it goes!

Other Technical Details

Raw Data

Here's the spreadsheet for anyone that'd like it. (EDIT: Updated some of the setups from the last few days that have fully played out now. I also noticed a few typos, but nothing major that would change the overall outcomes. Regardless, I am currently reviewing every trade to ensure they are accurate.UPDATE: Finally all done. Very few corrections, no change to results.)
I have some explanatory notes below to help everyone else understand the spiraled labyrinth of a mind that put the spreadsheet together.

Insanely detailed spreadsheet notes

For you real nerds out there. Here's an explanation of what each column means:

Pairs

  1. AUD/CAD
  2. AUD/CHF
  3. AUD/JPY
  4. AUD/NZD
  5. AUD/USD
  6. CAD/CHF
  7. CAD/JPY
  8. CHF/JPY
  9. EUAUD
  10. EUCAD
  11. EUCHF
  12. EUGBP
  13. EUJPY
  14. EUNZD
  15. EUUSD
  16. GBP/AUD
  17. GBP/CAD
  18. GBP/CHF
  19. GBP/JPY
  20. GBP/NZD
  21. GBP/USD
  22. NZD/CAD
  23. NZD/CHF
  24. NZD/JPY
  25. NZD/USD
  26. USD/CAD
  27. USD/CHF
  28. USD/JPY

TL;DR

Based on the reasonable rules I discovered in this backtest:

Demo Trading Results

Since this post, I started demo trading this system assuming a 5k capital base and risking ~1% per trade. I've added the details to my spreadsheet for anyone interested. The results are pretty similar to the backtest when you consider real-life conditions/timing are a bit different. I missed some trades due to life(work, out of the house, etc), so that brought my total # of trades and thus overall profit down, but the winrate is nearly identical. I also closed a few trades early due to various reasons(not liking the price action, seeing support/resistance emerge, etc).
A quick note is that TD's paper trade system fills at the mid price for both stop and limit orders, so I had to subtract the spread from the raw trade values to get the true profit/loss amount for each trade.
I'm heading out of town next week, then after that it'll be time to take this sucker live!

Live Trading Results

I started live-trading this system on 8/10, and almost immediately had a string of losses much longer than either my backtest or demo period. Murphy's law huh? Anyways, that has me spooked so I'm doing a longer backtest before I start risking more real money. It's going to take me a little while due to the volume of trades, but I'll likely make a new post once I feel comfortable with that and start live trading again.
submitted by ForexBorex to Forex [link] [comments]

Pakistan's forex reserves swells by US $281m - Business

Pakistan's forex reserves swells by US $281m - Business submitted by AAA786786 to pakistan [link] [comments]

Incorporating historical highs and lows (question)

I'm in the process of gathering a dataset for a custom neural network for forex algotrading. In it i'm including the raw candle data, some more common indicators (SMA, RSI...) as well as some physiological support/resistance levels like round numbers.
What is the best way to include historical highs and lows into this dataset (1 year, 1 month, 1 week high and low)? Is there an existing indicator that serves this purpose? Should I just extract the actual maximum and minimum values for the periods and if yes, should it be a moving indicator (for example the last 30 days) or a fixed one (highs and lows for the previous calendar year, ignoring anything from the start of the current one).
submitted by mishoPLD to algotrading [link] [comments]

Repo market/international banking follow-up thread + Google doc

Unsurprisingly, you apes vandalized the page. I'm working on a GitHub now.
It's here. Anyone with experience managing a repository, feel free to reach out. Respond to the discussion opened by ctabka to be invited as a collaborator.
Alright, guys. Whew, holy shit. I did not expect my post to blow up like that. I woke up this morning to hundreds of messages and thousands of comments. I've been trying to get back to people who've reached out to me and haven't even been able to respond to half of the inquiries posed to me.
First off, I'd like to thank you guys for your support and enthusiasm. I still think you're stupid, probably stupider than me, for listening to what I have to say, but I thank you nonetheless. For those of you who had friendly (or really unfriendly) criticism, I appreciate that, too. I don't care if you're trying to hurt my feelings: if you take the time to explain in great detail, even if every word you type is laden with disdain and malicious intent, I'm oblivious enough to social cues that I'm only going to distill raw information from what you write to me. I don't care if you're a dick about it. Educate me bby.
So, I've fielded a metric fuckton of requests to start a google doc so that users can collaborate on research. I think this is a fantastic idea. This sub is full of some really fucking smart people, even if they cosplay as full-blown retards half the time. I think that if the collective autism of this sub were harnessed, it could be very productive in identifying weaknesses in the global banking system. Wisdom of the unwashed masses, and all that.
That said, I've fielded a metric fuckton of requests. I want this process to be as orderly as possible. That doesn't mean a discord channel that's getting spammed 30 times a second with sToNkS gO uP memes. For that reason, I'm opening up these docs generally to WSB (and hoping that they don't get fucking vandalized) as a sort of repository for leads or analyses anyone here would like to contribute. Additionally, I'm trying to identify experienced traders or economics-minded individuals who would like to trawl through the data that the sub contributes and parse it. This means financial analysts, bankers, macroeconomists, experts on fiscal policy, forex and commodity traders, and data analysts/technical analysts. Additionally, I think we might need a lawyer as well. It wouldn't hurt. If you've got this experience, please hit me up in chat and we can talk further about goals and divisions of labor.


If you're interested in curating this document, please drop me a chat. I might not have the time to keep it clean and organized, and delegating this responsibility would be really helpful. Experience with GitHub will be prioritized.

Lastly, I really want to make one thing clear: I have not yet recommended any tickers or options yet. I've disclosed my positions, but I'm an idiot. Don't be like me. My take on this could all be wrong. That's why I'm trying to democratize this research. I'm trying my best to recruit as much knowledge and experience as I can to back any DD before I endorse any positions. That way, if you lose money, the blame is distributed. I understand that I may have glossed over nuances, or misunderstood certain aspects of the shadow banking system or repo market in my prior post. Some of these mistakes have been brought to my attention with varying degrees of nastiness. Thank you. I don't want to mislead or misinform anyone. Please, just keep that in mind before you launch into a vitriolic polemic. But do keep the constructive criticism coming. It's been very... constructive.

Cheers, and, again, thank you all for your knowledge and contributions and enthusiasm. Stay autistic.
Go off. Do your worst.
submitted by Joesocktwo to wallstreetbets [link] [comments]

MAME 0.215

MAME 0.215

A wild MAME 0.215 appears! Yes, another month has gone by, and it’s time to check out what’s new. On the arcade side, Taito’s incredibly rare 4-screen top-down racer Super Dead Heat is now playable! Joining its ranks are other rarities, such as the European release of Capcom‘s 19XX: The War Against Destiny, and a bootleg of Jaleco’s P-47 – The Freedom Fighter using a different sound system. We’ve got three newly supported Game & Watch titles: Lion, Manhole, and Spitball Sparky, as well as the crystal screen version of Super Mario Bros. Two new JAKKS Pacific TV games, Capcom 3-in-1 and Disney Princesses, have also been added.
Other improvements include several more protection microcontrollers dumped and emulated, the NCR Decision Mate V working (now including hard disk controllers), graphics fixes for the 68k-based SNK and Alpha Denshi games, and some graphical updates to the Super A'Can driver.
We’ve updated bgfx, adding preliminary Vulkan support. There are some issues we’re aware of, so if you run into issues, check our GitHub issues page to see if it’s already known, and report it if it isn’t. We’ve also improved support for building and running on Linux systems without X11.
You can get the source and Windows binary packages from the download page.

MAMETesters Bugs Fixed

New working machines

New working clones

Machines promoted to working

New machines marked as NOT_WORKING

New clones marked as NOT_WORKING

New working software list additions

Software list items promoted to working

New NOT_WORKING software list additions

Source Changes

submitted by cuavas to emulation [link] [comments]

Where to get historical intraday stock data?

I hate to ask questions that have been asked before. But I am afraid that this is one of them. I have searched the web for days now, read so many forum posts. But I can't find an answer. Most answers about historical intraday data were about sites that offer historical futures and options, but I don't need those (btw. why would you want to use options data, which is derived from the stock data, instead of the actual stock data?).
What I need is historical intraday stock data: At least S&P 500 stocks, dating back 5 years, 30 minute interval (or smaller), a weekly update, OHLC would be nice, but only one of them (close for example) would be sufficient. I need to be able to download the raw data, that means that I can't use something like Quantopian. So the data either needs to be downloadable (like a ZIP folder) or have a python API, so I can download it with the API.
I know, something like this is not free, I would be able to spent up to about $50 a month. I am still a student, so I can't afford much more than that. What I found so far is Kibot and QuantQuote.
Kibot: They seem to have a bad reputation. It seems that their stock data is either inaccurate, or incomplete. I just don't know if this still applies to the last 5 years. Since their data dates back to 1998, I could imagine that they had issues in the beginning but fixed them since they have been in business for more than 20 years. Their Standard subscription costs $49/month and includes 1 minute intraday data for all their symbols (6500 stocks, + ETFs, Futures and Forex) with a weekly update dating back 1 year. So I would also need to purchase once their historical S&P 500 data with a 30 minute interval, dating back to 1998 (I would need 2015 and up) for $150.
I can handle slightly inaccurate data (for example if the pricing is off by 0.5% or something like that), but missing data or inconsistent data (for example if instead of a constant 1min interval, it sometimes jumps multiple minutes) is a problem.
QuantQuote: They are expensive, too expensive. I would need to purchase once their S&P 500 package for $895 and then $50/month for a weekly update. They seem to offer the same as Kibot, but for a much higher price and with a higher quality (I assume).
It would help a lot, if you could say something about Kibot or Quantqote, or just about buying historical intraday data. Maybe you know better sites? Or do you know where to look or ask?
Any comment is appreciated!
submitted by rndmnewguy to Trading [link] [comments]

Some news you may have missed out on part 134.

-Rupee continues to recover, gains Rs4.16 in four months
The Pakistani rupee has maintained a gradual uptrend against the US dollar since the beginning of current fiscal year in July and is anticipated to gain more ground in the remaining eight months amid expectations of increase in foreign currency inflows.
The rupee gradually strengthened Rs4.16 or 2.60% in the past around four months to Rs155.88 to the US dollar in the inter-bank market on Friday, according to the State Bank of Pakistan (SBP). “The rupee may recover to 145 to the greenback by June 30, 2020,” Forex Association of Pakistan (FAP) President Malik Bostan projected while talking to The Express Tribune.
Further: -In a positive development, Pakistani Rupee hits highest level of four months against US dollar
The Pakistani rupee has shown recovery against the US dollar as the US currency reached the lowest level in four months.
-ExxonMobil to help build LNG terminal in Pakistan
After getting a liquefied natural gas (LNG) supply contract from private-sector consumers, US energy giant ExxonMobil is planning to build the third LNG terminal in Karachi as a joint-venture partner.
Some time ago, ExxonMobil, in collaboration with Pakistan’s exploration and production companies, drilled an offshore well to search for hydrocarbon reserves in the Arabian Sea. However, the effort could not prove successful. Now, in a new venture with Energas consortium, the US firm is going to invest in setting up an LNG terminal in Pakistan.
-Pakistan's Hindu community celebrates Diwali today in a renovated temple reopened by the Pakistan government after 72 years
he country’s Hindu community is celebrating the annual religious festival of Diwali. The religious festivities are expected to take place in Shawala Teja Singh Temple, located in Sialkot, after 72 years.
All preparations for the upcoming festival have been completed. The festival of Diwali is being seen as more of a cultural than a religious one as people from other faiths will celebrate alongside members of the Hindu community.
The temple, where the festivities will take place, was closed down in 1947. The Evacuee Trust Property Board (ETPB) and certain members of the Hindu community decided to open the temple a few months ago, after which the renewal and renovation work had begun. Now, for the first time, this temple is going to celebrate a religious ceremony.
-Tax Returns Filed Per Day in 2019 Have Increased by 127 Percent: FBR Chairman
Federal Board of Revenue’s (FBR) Chairman Syed Shabbar Zaidi has announced that on average, tax returns filed per day in 2019 have risen by 127 percent compared to last year. In a Twitter post, Zaidi shared details of the tax returns filed so far. As per the records, the number of tax returns filed in 2019 till October 25 stands at 918,027, as compared to 585,209 tax returns filed in the same period last year.
Zaidi said that as of November, the FBR will impose strict measures against unauthorized interactions and harassement between its staff and the business community. The business community is suggested to report to FBR if any person contacts them through any manner without proper authorization.
-Pakistan, Nepal agree to enhance trade ties
President Dr. Arif Alvi on Saturday held a meeting with the Nepal’s Prime Minister Khadga Prasad Sharma Oli on the sidelines of 18th Non Aligned Movement Summit in Baku, ARY News reported.
According to a statement issued by the ministry, both the leaders affirmed to enhance trade ties between the two countries and expressed their desire to further strengthen the bonds of friendship. Matters of mutual interest, bilateral relations, regional peace, grave human rights violations and humanitarian crisis in occupied Kashmir and other issues were came under discussion in the meeting.
Speaking on the occasion, President Alvi briefed the Nepalese prime minister on Indian illegal actions in occupied Kashmir. He expressed hope that Nepal will play its role as SAARC chair, for strengthening peace and stability in the region.
-CPEC enters into 2nd phase: Poverty, agriculture, B2B initiatives prime focus: Khusro
Federal Minister for Planning, Development & Reform Makhdoom Khusro Bakhtyar Wednesday said the CPEC has now entered into its second phase with focus on poverty alleviation, agriculture and B2B industrial cooperation.
“The Pakistan Tehreek-e-Insaf (PTI) government's economic reform measures will strengthen the country's economy as the investors' confidence is rebounding due to corrective measures," the minister expressed these views while talking to Australian High Commissioner Dr Geoffrey Shaw who called on him on Wednesday. Secretary Planning Zafar Hasan was also present in the meeting.
While discussing bilateral relations and foreign investment in various sectors in Pakistan especially in Gwadar, the minister said that ongoing phase of CPEC will bring about socioeconomic benefits for the welfare of the people. He said that CPEC offers enormous potential to boost national economy and reduce poverty.
-Pakistan's Defence Exports have reached USD 212.6 MILLION IN 2018-2019
According to the Pakistan Ministry of Defence Production’s (MoDP) “First Year Performance Report,” the country had registered $212.6 million US in defence exports from August 2018 to August 2019.
Pakistan Aeronautical Complex (PAC) booked the highest value at $184.38 million US, which was followed by Pakistan Ordnance Factories (POF) at $7.13 million US and Heavy Industries Taxila (HIT) at $1.3 million US. In addition, private sector firms booked $19.36 million US in sales.
No additional breakdowns were provided by the MoDP. It is likely that PAC’s exports were fueled by co-production work for FC-1/JF-17 sales to Myanmar and/or Nigeria. Though an agreement was signed with Turkey for the sale of 52 Super Mushshak basic trainers, it is unclear if PAC has started manufacturing these aircraft.
-DRAP to launch countrywide drive against substandard, spurious medicines
The Drug Regulatory Authority of Pakistan (DRAP) is launching a countrywide campaign against substandard medicines, the PM’s Special Assistant on Health Dr. Zafar Mirza said while addressing the federal and provincial drug inspectors in Islamabad on Thursday.
He said a crackdown is being launched throughout the country to eradicate the menace of unregistered, spurious and sub-standard medicine. In addition to medicine quality, he added, DRAP will also take stern action against violation of fixed prices of medicines.
-Foreign exchange: SBP reserves increase $79m to $7.89b
The foreign exchange reserves held by the central bank increased 1.14% on a weekly basis, according to data released by the State Bank of Pakistan (SBP) on Thursday.
Earlier, the reserves had spiralled downwards, falling below the $7-billion mark, which raised concern over Pakistan’s ability to meet its financing requirements. However, financial assistance from the United Arab Emirates (UAE), Saudi Arabia and other friendly nations helped shore up the foreign exchange reserves.
On October 18, the foreign currency reserves held by the SBP were recorded at $7,892.7 million, up $79 million compared with $7,813.7 million in the previous week. The report cited no reason for the increase in reserves, which stood below the $8-billion mark.
-Ease of business: Pakistan up 28 places on World Bank index
Pakistan has jumped up 28 places on the World Bank’s (WB) Ease of Doing Business Index and secured a place among the top 10 countries with the most improved business climate – a development that will greatly improve Islamabad’s image abroad,
Pakistan carried out six reforms that helped improving its ranking from 136 to 108, according to the WB’s annual flagship report, ‘Ease of Doing Business 2020’, released on Thursday. It turned out to be the sixth global reformer and first in South Asia that brought ease in doing business in the last one year.
The fewer are the regulations the better is the ranking on the index. The key to attain perfection is to cut the bureaucracy hindering business activities in the name of various regulations and procedures.
-CM approves Rs 500m for Punjab Housing & Town Planning Agency
Punjab Chief Minister Sardar Usman Buzdar has given approval of Rs 500 million for Punjab Housing & Town Planning Agency. He gave approval while presiding over a high-level meeting at CM Office here on Monday. During the meeting progress on Naya Pakistan Housing Project for low-income persons was reviewed and detailed briefing was also given to the participants on Naya Pakistan Housing strategy.
While addressing the meeting, Usman Buzdar said that obstacles should be removed in order to ensure completion of Naya Pakistan Housing Scheme and financial conditions of common man should be kept in mind while chalking out housing policy of the project. All out attention should be paid while constructing small houses in the province, he added. It has also been decided during the meeting to launch rural housing project in 17 model villages.
-KSE 100 gains 204 points amid improved sentiments
The benchmark KSE 100 Index depicted remarkable progress as it gained around 204 points and concluded at 33,861-level.It was a busy start to the week at the Pakistan Stock Exchange (PSX) with earnings season hitting its peak, while volumes remained at par with previous weeks’ average.
Biggest single day investment in treasury bills in the previous week of estimated US $87.5 million, increasing total investment to US$440 million since July 2019 was the major rally point in the market sentiments.
The bourse recorded an intraday low of 33,572.36 soon after the commencement of the session. However, after regaining the momentum, the index marked its day’s high at 34,008.35 adding 350.89 points. It settled higher by 204.13 points at 33,861.59. The KMI 30 Index accumulated 386.53 points to settle at 55,155.92, while the KSE All Share Index managed to gain 86.13 points, ending at 24,543.78.
-Sindh to reserve 0.5% job quota for transgender persons
The Sindh Cabinet on Wednesday agreed to reserve 0.5 per cent quota in government jobs for transgender persons. “I want to bring transgender people into the mainstream,” said Sindh Chief Minister Syed Murad Ali Shah during the cabinet meeting. “We want to make them an asset for our society.”
CM Murad congratulated the transgender community on behalf of the cabinet and advised them to improve their education. Around 41,000 positions are vacant in different government departments across Sindh out of which 206 will be given to transgender people.
A spokesperson from the chief minister’s house stated that out of the 41,000 available jobs 16,000 positions will be filled this fiscal year. Rest of the positions will be filled in the period of next three years.
-Malaysia's Mahathir stands by Kashmir comments despite India palm oil boycott
Malaysian Prime Minister Mahathir Mohamad said on Tuesday he would not retract his criticism of New Delhi’s actions in occupied Kashmir despite Indian traders calling for an unprecedented boycott of Malaysian palm oil.
The impasse could exacerbate what Mahathir described as a trade war between the world’s second biggest producer and exporter of the commodity and its biggest buyer so far this year.
India’s top vegetable oil trade body on Monday asked its members to stop buying Malaysian palm oil after Mahathir said at the United Nations General Assembly last month that India had “invaded and occupied” Kashmir.
-“World’s two major companies setting up solar panel plants in Pakistan”
Federal Minister for Science and Technology Fawad Chaudhry announced on Monday that the world’s two major solar panel firms will establish their plants in Pakistan. The minister tweeted saying “good news gets lost in political plays, yet I am very happy that the world’s two major companies are setting up solar panel’s plants in Pakistan.”
Chaudhry added that China’s second-largest Lithium battery producer will also set up its workshop in Pakistan. The Lithium battery-powered buses will also be manufactured in Pakistan, the tweet further said. The Minister for Science and Technology was recently on a visit to Beijing where he met various Chinese officials and the country’s business leaders.
-Pakistan Navy organizes free medical camp in Balochistan
Navy organized a free medical camp in the village Dam of Balochistan in collaboration with Sahil and Ulfat welfare foundations. According to the spokesperson of Pakistan Navy, specialist doctors of surgical, medical, skin, gynecology, child and general medically inspected patients at the camp. Over 700 patients were provided with free medical treatment, medicines and ordinary surgical facilities.
-Lahore to get Tram service soon
Citizens of Lahore are getting a modern-day tram service soon, based on the famous British-era tram service. In this regard, the Punjab Transport Department has inked an agreement with CRSC International, a Chinese company specializing in rail transportation control systems, and Inkon Group of the Czech Republic.
The development of the project is divided into several phases. In the first phase, a 35 km track will be constructed on Canal Road, Lahore. Up to 50 trams will run on this track. Once operational, the trams will be able to carry 35,000 passengers in 1 hour. The trams will be powered through electricity and batteries. A single tram will have a service life of around 40 years. 2 tram depots will be constructed at different locations as well.
-10 Pakistani Universities Ranked Among the World’s Best in ‘University Impact Rankings 2019’
Ten Pakistani universities have been ranked among the top universities in the world in the Times Higher Education (THE)’s list. THE is a weekly UK-based magazine that issues its annual list of world’s most influential universities.
The list called ‘University Impact Rankings 2019’ has included 10 Pakistani varsities in different categories, including Gender Equality, Good Health and Well-being, Quality Education, Decent Work, Economic Growth, and others. According to the magazine, the rankings assess universities against the United Nations’ Sustainable Development Goals.
-PM Imran Khan inaugurates China-Hub Power Generation Plant in Balochistan
Prime Minister (PM) Imran Khan has said that Pakistan is moving forward through China-Pakistan Economic Corridor (CPEC) projects. Addressing inaugural ceremony of China Hub Power Generation Plant in Balochistan, he said this is the first joint project under the CPEC umbrella and he is very happy after inaugurating it.
“The government will facilitate joint collaboration between Pakistani and Chinese businesses in various sectors.”, he said. PM Imran Khan said with the help of coal reserves in Thar, Pakistan can generate huge amount of electricity, which can be enough for at least 100 years.
-Punjab Forest Department develops ‘record keeping’ mechanism
Department of Forest Punjab is managing 1.6 million acres of forest land area – 67 per cent of the entire forest land area in Punjab – under the Geographic Information System (GIS), Pakistan Today learnt reliably on Friday. The program enabled the forests department to ensure sound management and introduce state of the art record-keeping and mapping methods.
‘Development of GIS-Based Forest Management Information System in Punjab’ was approved at PC-1 with a cost of Rs75 million and a gestation period of 36 months (2016-2019) has allowed for transfer of all forest resources and inventories into IT-based inventory systems and achieved extensive field surveys, rapid data collection and its processing for development of the forestry sector on efficient lines.
-Hutchison Port Holdings announces $240m investment in Pakistan
Prime Minister Imran Khan has welcomed $240 million foreign investment from Hutchison Port Holdings, a Hong Kong-based port operator. A delegation of Hutchison Port Holdings, led by its Group Managing Director Eric Ip, called on Prime Minister Imran Khan on Tuesday. Other delegation members included HPH Middle East & Africa Managing Director Andy Tsoi and Middle East & Africa Business Director Eric Ng.
Maritime Affairs Minister Syed Ali Haider Zaidi, Adviser to PM on Commerce Abdul Razzaq Dawood, Special Assistant to PM on Overseas Pakistanis Syed Zulfiqar Abbas Bukhari, Ambassador-at-Large for Foreign Investment Ali Jehangir Siddiqui and Board of Investment Chairman Zubair Haider Gilani were also present on the occasion. Group Managing Director Eric Ip apprised the prime minister of Hutchison’s fresh investment into Pakistan approximating $240 million which will enhance the new container terminal capacity at the Karachi Port, and increase Hutchison Ports’ total investment in Pakistan to $1 billion.
-Punjab's tax collection jumps 44%
Punjab’s tax collection registered a 44% growth to Rs77 billion in first quarter of the ongoing fiscal year compared to the corresponding period of previous year, despite tough conditions of the federal government for the provinces to get a share in the federal divisible pool of resources. Punjab Finance Minister Makhdoom Hashim Jawan Bakht disclosed this at a review meeting of the Finance Department on Monday.
The meeting was briefed that despite the financial backlog left by the previous government, the current government gave a surplus budget of Rs233 billion in order to meet financial requirements of the federal government to comply with conditions of the International Monetary Fund (IMF) loan programme.
-‘SECP recognised as 7th most effective regulator in world’
The Securities and Exchange Commission of Pakistan (SECP) has been recognised as the “7th most effective regulator” by the World Economic Forum in its ‘Global Competitiveness Report-2019’.
“Pakistan was ranked as the 52nd most dynamic economy in the world. The country secured this by improving 15 points from last year, as it stood at 67th in 2018,” said a statement issued by Mishal Pakistan, Country Partner at WEF’s Institute of the Future of Economic Progress System Initiative, on Wednesday. “The progress of Pakistan’s competitiveness was due to the achievements made during the last 12 months.”
The most effective improvements were made due to the initiative and strategies adopted by the apex regulator for the corporate sector and the capital markets; supervision and regulation of insurance, non-banking financial companies and private pension schemes. The SECP improved Pakistan’s competitiveness rankings by improving the “number of days to start a business”, where Pakistan was ranked at the 90th position compared with 96th in 2018.
-Pakistan China bilateral trade crosses $19 billion, highest ever in history
Pakistan Ambassador to China , Naghmana Hashmi has said the bilateral trade volume between Pakistan and China has now touched US $ 19.08 billion and both countries aimed to raise it further.
“The bilateral trade volume between Pakistan and China has now touched US$ 19.08. We aim to raise it further,” Ambassador Hashmi said joint ventures in defence production have led to the manufacture of the MBT 2000 Al-Khalid Tank and JF-17 Thunder, a fighter aircraft. “On the diplomatic front, the two countries are committed to protecting and promoting multilateralism and upholding the United Nations (UN)Charter, while our cooperation has extended to science and technology, socioeconomic sectors and nuclear cooperation for peaceful purposes,” she added.
-Foreign Company Agrees to Drop $6 Billion Penalty, Re-Invest in Reko Diq: Reports
The International Center of Settlement of Investment Disputes (ICSID) had slapped the country with a $6 billion penalty for revoking the contract without prior knowledge back in 2009. Soon after the development, the Prime Minister had empowered his financial team to contact the executives of the Tethyan Copper Company (TCC) to reach an out-of-court settlement and avoid the penalty.
Reportedly, after the Pakistan authority’s approach, the company has not only agreed to take back the penalty but has also agreed to invest in the project again. As per media reports, PM Imran Khan contacted the TCC management and discussed the prospects of the matter. He assured the company his full support if they wanted to revise the investment plan for the project. The company will reportedly withdraw its appeal from the ICSID, while Pakistan will compensate for their damages due to the cancelation of the contract.
-Current account deficit shrinks massive 64pc
The country’s current account deficit (cad) in the first quarter of current fiscal year declined by a huge 64 per cent mainly on the back of a 21pc reduction in the imports bill.
The State Bank’s latest data issued on Friday showed the current account deficit for July-September FY20 clocked in at $1.548 billion compared to $4.287bn in the same period last fiscal year; a decline of $2.739bn.
The reduced current account deficit is a positive omen for the government, which is struggling with slow economic growth and high inflation. However, despite massive decline in rupee’s value, the country’s exports have failed to register any noticeable increase during the period.
-Food imports down 24pc, exports up 14pc in Q1 FY20
Food group imports into the country during the first quarter of the current financial year (July-Sept 2019-20) decreased considerably by 24.7pc, whereas exports increased by 13.98pc compared with the corresponding period of last year.
The import of food commodities into the country during the period under review came down from $1.45 billion to $1 billion, whereas the exports increased from $864 million to $984.7 million, according to latest data released by the Pakistan Bureau of Statistics (PBS).
-Chinese Smartphone Company Realme to build mobile phone manufacturing factory in Pakistan
Chinese company Realme's Director of Marketing in Pakistan Mr He Shunzi in an interview disclosed that Realme is planning to set up the mobile phone manufacturing factory in Pakistan. He told that company is inspecting locations in Islamabad, Peshawar, and Faisalabad Industrial Estate for suitable land. Pakistani mobile market offers guaranteed capital as Realme ranked top five android brands in Pakistan in less than nine months, capturing 8% of total market share, he added.
-Chinese Coal Giant Wants to Convert Thar’s Coal to Diesel
China’s Shenhua Ningxia Coal Industry Group will help convert Thar’s coal into oil and the talks between the two parties are underway. The Shenhua Ningxia Coal Industry Group is a subsidiary of China’s biggest coal producer, the Shenhua Group and the company already has the world’s largest plant for converting coal into diesel, with an annual production capacity of 4 million tons in Ningxia in its portfolio.
The agreement, if signed, will be a ‘game-changer’ for Pakistan, believes Adviser to Prime Minister on Petroleum Nadeem Babar, who accompanied Imran Khan on his recent visit to China. The Pakistani delegation held talks with the Shenhua Group during the trip:
-In a positive development, Pakistan projected among top 20 rising economic growth engines of the World
Pakistan projected among 20 top rising economic growth engines of the World that would dominate the global growth in next 5 years. Pakistan has been projected as one of 20 countries that will dominate global growth in five years time in 2024, an assessment made by Bloomberg using data from the International Monetary Fund (IMF).
-In a positive development, Pakistan textile exports register increase
Textile exports from the country increased by 2.95pc during the first quarter of the current fiscal year (July-Sept FY20) compared with the corresponding period of the last fiscal year. The textile exports during the period under review were recorded at $3,371.974 million as against the exports of $3,275.303 million during July-September 2018-19, according to latest data by the Pakistan Bureau of Statistics (PBS).
The textile commodities that contributed to the positive growth included raw cotton, exports of which grew by 53.65pc, from $7.047 million to $10.828 million. Similarly, the exports of yarn (other than cotton yarn) increased by 21.95pc, from $7.759 million last year to $9.462 million, while that of knitwear surged by 11.14pc, from $701.393 million to $779.548 million.
-Kartarpur Corridor will open to public on November 9: PM Imran
Prime Minister Imran Khan on Sunday announced that Pakistan will inaugurate the Kartarpur Corridor on November 9. The premier’s announcement came via a Facebook post in which he said that construction work on the Pakistani side had entered the final stage. “Pakistan is all set to open its doors for Sikhs from all across the globe,” he wrote. “World’s largest Gurdwara will be visited by Sikhs from across India and other parts of the world,” he said.
-'$1.2b penalty in Karkey case likely to be waived'
Pakistan Tehreek-e-Insaf (PTI) leader and senior lawyer Babar Awan has said that the $1.2 billion penalty that Pakistan has to pay to Turkey’s Karkey rental power plant is likely to be waived.
“International institutions, through high-level backdoor contacts, have agreed to waive off the penalty. This is very good news for Pakistan,” said Awan while addressing the media on Friday. “International institutions have shown their trust in Prime Minister Imran Khan,” he added.
-Punjab Govt to Introduce a Unified Tax Collection System
Punjab government is contemplating the introduction of a unified tax collection system in the province. The unified system will streamline the tax collection process and facilitate the taxpayers. At the moment, Punjab Revenue Department, Excise and Taxation Department, and local administrations collect taxes in Punjab. On Sunday, Finance Minister of Punjab, Makhdoom Hashim Jawan Bakht, headed a meeting of Punjab Revenue Authority (PRA). Bakht said that a special tax management unit will be set up at the Punjab finance department that will unify tax collection all across the country.
-PM To Launch Clean Green Pakistan Index for Multiple Cities
Prime Minister’s Adviser on Climate Change, Malik Amin Aslam, said that Imran Khan will launch the Clean Green Pakistan Index (CGPI) at a grand launching ceremony on October 30. The initiative is aimed at introducing competition among cities on various indicators, including public access to clean drinking water, safe sanitation, effective solid waste management, and tree plantation.
The prime minister will announce a six-month competition among 19 cities of Punjab and Khyber-Pakhtunkhwa provinces, he added. The adviser said that after six months, these cities will be ranked again and those with prominent progress will be rewarded with special federal and provincial government funds and more cities will be joining the competition.
-PM Khan Will Lay The Foundation of Baba Guru Nanak University on Oct. 28
Prime Minister Imran Khan is going to lay the foundation stone of Baba Guru Nanak University on October 28. The establishment of this university in Nankana Sahib was announced earlier this year when PM Khan was in the town for a Spring Tree Plantation Campaign.
-Sindh govt invites bids for Dhabeji SEZ
The Sindh government has launched the well-connected Dhabeji Special Economic Zone in district Thatta near Port Qasim, according to a statement issued on Monday. In this connection, the Sindh Economic Zones Management Company (SEZMC), being the provincial SEZ custodian, has invited proposals for the development and operation of Dhabeji project through an advertisement published in leading national and international newspapers.
Dhabeji SEZ was highlighted in the recent meeting of the China-Pakistan Economic Corridor (CPEC) Joint Working Group on Industrial Cooperation. The senior officials of China’s National Development Reforms Commission (NDRC) appreciated the Sindh government on the progress made so far. The Sindh government launched the project through an international competitive bidding process as a build-up to the upcoming 10th Joint Coordination Committee (JCC) meeting between China and Pakistan, which would be held next month.
-Rice exports surge 51pc in first quarter FY20
Rice exports from the country during the first quarter of the financial year 2019-20 grew by 50.76pc as compared to the corresponding period last year. During the July-September period, about 839,356 metric tonnes of rice, worth $470.584 million, were exported as compared the exports of 551.5,86 metric tonnes, valuing $312.147 million, during the same period of FY19.
According to data released by the Pakistan Bureau of Statistics, the exports of basmati rice increased by 47.29pc, as 212,873 metric tonnes of basmati rice ($194.669 million) were exported during the first quarter of FY20, as compared the 127,669 metric tonnes ($132.166 million) in the same period of last year. Meanwhile, 34,090 metric tonnes of fish and fish preparations worth $79.549 million were also exported in the period under review as compared to the exports of 25,859 metric tonnes valuing $67.294 million during the same period of last year.
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