(PDF) Reinforcement learning applied to Forex trading

Former investment bank FX trader: Risk management part II

Former investment bank FX trader: Risk management part II
Firstly, thanks for the overwhelming comments and feedback. Genuinely really appreciated. I am pleased 500+ of you find it useful.
If you didn't read the first post you can do so here: risk management part I. You'll need to do so in order to make sense of the topic.
As ever please comment/reply below with questions or feedback and I'll do my best to get back to you.
Part II
  • Letting stops breathe
  • When to change a stop
  • Entering and exiting winning positions
  • Risk:reward ratios
  • Risk-adjusted returns

Letting stops breathe

We talked earlier about giving a position enough room to breathe so it is not stopped out in day-to-day noise.
Let’s consider the chart below and imagine you had a trailing stop. It would be super painful to miss out on the wider move just because you left a stop that was too tight.

Imagine being long and stopped out on a meaningless retracement ... ouch!
One simple technique is simply to look at your chosen chart - let’s say daily bars. And then look at previous trends and use the measuring tool. Those generally look something like this and then you just click and drag to measure.
For example if we wanted to bet on a downtrend on the chart above we might look at the biggest retracement on the previous uptrend. That max drawdown was about 100 pips or just under 1%. So you’d want your stop to be able to withstand at least that.
If market conditions have changed - for example if CVIX has risen - and daily ranges are now higher you should incorporate that. If you know a big event is coming up you might think about that, too. The human brain is a remarkable tool and the power of the eye-ball method is not to be dismissed. This is how most discretionary traders do it.
There are also more analytical approaches.
Some look at the Average True Range (ATR). This attempts to capture the volatility of a pair, typically averaged over a number of sessions. It looks at three separate measures and takes the largest reading. Think of this as a moving average of how much a pair moves.
For example, below shows the daily move in EURUSD was around 60 pips before spiking to 140 pips in March. Conditions were clearly far more volatile in March. Accordingly, you would need to leave your stop further away in March and take a correspondingly smaller position size.

ATR is available on pretty much all charting systems
Professional traders tend to use standard deviation as a measure of volatility instead of ATR. There are advantages and disadvantages to both. Averages are useful but can be misleading when regimes switch (see above chart).
Once you have chosen a measure of volatility, stop distance can then be back-tested and optimised. For example does 2x ATR work best or 5x ATR for a given style and time horizon?
Discretionary traders may still eye-ball the ATR or standard deviation to get a feeling for how it has changed over time and what ‘normal’ feels like for a chosen study period - daily, weekly, monthly etc.

Reasons to change a stop

As a general rule you should be disciplined and not change your stops. Remember - losers average losers. This is really hard at first and we’re going to look at that in more detail later.
There are some good reasons to modify stops but they are rare.
One reason is if another risk management process demands you stop trading and close positions. We’ll look at this later. In that case just close out your positions at market and take the loss/gains as they are.
Another is event risk. If you have some big upcoming data like Non Farm Payrolls that you know can move the market +/- 150 pips and you have no edge going into the release then many traders will take off or scale down their positions. They’ll go back into the positions when the data is out and the market has quietened down after fifteen minutes or so. This is a matter of some debate - many traders consider it a coin toss and argue you win some and lose some and it all averages out.
Trailing stops can also be used to ‘lock in’ profits. We looked at those before. As the trade moves in your favour (say up if you are long) the stop loss ratchets with it. This means you may well end up ‘stopping out’ at a profit - as per the below example.

The mighty trailing stop loss order
It is perfectly reasonable to have your stop loss move in the direction of PNL. This is not exposing you to more risk than you originally were comfortable with. It is taking less and less risk as the trade moves in your favour. Trend-followers in particular love trailing stops.
One final question traders ask is what they should do if they get stopped out but still like the trade. Should they try the same trade again a day later for the same reasons? Nope. Look for a different trade rather than getting emotionally wed to the original idea.
Let’s say a particular stock looked cheap based on valuation metrics yesterday, you bought, it went down and you got stopped out. Well, it is going to look even better on those same metrics today. Maybe the market just doesn’t respect value at the moment and is driven by momentum. Wait it out.
Otherwise, why even have a stop in the first place?

Entering and exiting winning positions

Take profits are the opposite of stop losses. They are also resting orders, left with the broker, to automatically close your position if it reaches a certain price.
Imagine I’m long EURUSD at 1.1250. If it hits a previous high of 1.1400 (150 pips higher) I will leave a sell order to take profit and close the position.
The rookie mistake on take profits is to take profit too early. One should start from the assumption that you will win on no more than half of your trades. Therefore you will need to ensure that you win more on the ones that work than you lose on those that don’t.

Sad to say but incredibly common: retail traders often take profits way too early
This is going to be the exact opposite of what your emotions want you to do. We are going to look at that in the Psychology of Trading chapter.
Remember: let winners run. Just like stops you need to know in advance the level where you will close out at a profit. Then let the trade happen. Don’t override yourself and let emotions force you to take a small profit. A classic mistake to avoid.
The trader puts on a trade and it almost stops out before rebounding. As soon as it is slightly in the money they spook and cut out, instead of letting it run to their original take profit. Do not do this.

Entering positions with limit orders

That covers exiting a position but how about getting into one?
Take profits can also be left speculatively to enter a position. Sometimes referred to as “bids” (buy orders) or “offers” (sell orders). Imagine the price is 1.1250 and the recent low is 1.1205.
You might wish to leave a bid around 1.2010 to enter a long position, if the market reaches that price. This way you don’t need to sit at the computer and wait.
Again, typically traders will use tech analysis to identify attractive levels. Again - other traders will cluster with your orders. Just like the stop loss we need to bake that in.
So this time if we know everyone is going to buy around the recent low of 1.1205 we might leave the take profit bit a little bit above there at 1.1210 to ensure it gets done. Sure it costs 5 more pips but how mad would you be if the low was 1.1207 and then it rallied a hundred points and you didn’t have the trade on?!
There are two more methods that traders often use for entering a position.
Scaling in is one such technique. Let’s imagine that you think we are in a long-term bulltrend for AUDUSD but experiencing a brief retracement. You want to take a total position of 500,000 AUD and don’t have a strong view on the current price action.
You might therefore leave a series of five bids of 100,000. As the price moves lower each one gets hit. The nice thing about scaling in is it reduces pressure on you to pick the perfect level. Of course the risk is that not all your orders get hit before the price moves higher and you have to trade at-market.
Pyramiding is the second technique. Pyramiding is for take profits what a trailing stop loss is to regular stops. It is especially common for momentum traders.

Pyramiding into a position means buying more as it goes in your favour
Again let’s imagine we’re bullish AUDUSD and want to take a position of 500,000 AUD.
Here we add 100,000 when our first signal is reached. Then we add subsequent clips of 100,000 when the trade moves in our favour. We are waiting for confirmation that the move is correct.
Obviously this is quite nice as we humans love trading when it goes in our direction. However, the drawback is obvious: we haven’t had the full amount of risk on from the start of the trend.
You can see the attractions and drawbacks of both approaches. It is best to experiment and choose techniques that work for your own personal psychology as these will be the easiest for you to stick with and build a disciplined process around.

Risk:reward and win ratios

Be extremely skeptical of people who claim to win on 80% of trades. Most traders will win on roughly 50% of trades and lose on 50% of trades. This is why risk management is so important!
Once you start keeping a trading journal you’ll be able to see how the win/loss ratio looks for you. Until then, assume you’re typical and that every other trade will lose money.
If that is the case then you need to be sure you make more on the wins than you lose on the losses. You can see the effect of this below.

A combination of win % and risk:reward ratio determine if you are profitable
A typical rule of thumb is that a ratio of 1:3 works well for most traders.
That is, if you are prepared to risk 100 pips on your stop you should be setting a take profit at a level that would return you 300 pips.
One needn’t be religious about these numbers - 11 pips and 28 pips would be perfectly fine - but they are a guideline.
Again - you should still use technical analysis to find meaningful chart levels for both the stop and take profit. Don’t just blindly take your stop distance and do 3x the pips on the other side as your take profit. Use the ratio to set approximate targets and then look for a relevant resistance or support level in that kind of region.

Risk-adjusted returns

Not all returns are equal. Suppose you are examining the track record of two traders. Now, both have produced a return of 14% over the year. Not bad!
The first trader, however, made hundreds of small bets throughout the year and his cumulative PNL looked like the left image below.
The second trader made just one bet — he sold CADJPY at the start of the year — and his PNL looked like the right image below with lots of large drawdowns and volatility.
Would you rather have the first trading record or the second?
If you were investing money and betting on who would do well next year which would you choose? Of course all sensible people would choose the first trader. Yet if you look only at returns one cannot distinguish between the two. Both are up 14% at that point in time. This is where the Sharpe ratio helps .
A high Sharpe ratio indicates that a portfolio has better risk-adjusted performance. One cannot sensibly compare returns without considering the risk taken to earn that return.
If I can earn 80% of the return of another investor at only 50% of the risk then a rational investor should simply leverage me at 2x and enjoy 160% of the return at the same level of risk.
This is very important in the context of Execution Advisor algorithms (EAs) that are popular in the retail community. You must evaluate historic performance by its risk-adjusted return — not just the nominal return. Incidentally look at the Sharpe ratio of ones that have been live for a year or more ...
Otherwise an EA developer could produce two EAs: the first simply buys at 1000:1 leverage on January 1st ; and the second sells in the same manner. At the end of the year, one of them will be discarded and the other will look incredible. Its risk-adjusted return, however, would be abysmal and the odds of repeated success are similarly poor.

Sharpe ratio

The Sharpe ratio works like this:
  • It takes the average returns of your strategy;
  • It deducts from these the risk-free rate of return i.e. the rate anyone could have got by investing in US government bonds with very little risk;
  • It then divides this total return by its own volatility - the more smooth the return the higher and better the Sharpe, the more volatile the lower and worse the Sharpe.
For example, say the return last year was 15% with a volatility of 10% and US bonds are trading at 2%. That gives (15-2)/10 or a Sharpe ratio of 1.3. As a rule of thumb a Sharpe ratio of above 0.5 would be considered decent for a discretionary retail trader. Above 1 is excellent.
You don’t really need to know how to calculate Sharpe ratios. Good trading software will do this for you. It will either be available in the system by default or you can add a plug-in.

VAR

VAR is another useful measure to help with drawdowns. It stands for Value at Risk. Normally people will use 99% VAR (conservative) or 95% VAR (aggressive). Let’s say you’re long EURUSD and using 95% VAR. The system will look at the historic movement of EURUSD. It might spit out a number of -1.2%.

A 5% VAR of -1.2% tells you you should expect to lose 1.2% on 5% of days, whilst 95% of days should be better than that
This means it is expected that on 5 days out of 100 (hence the 95%) the portfolio will lose 1.2% or more. This can help you manage your capital by taking appropriately sized positions. Typically you would look at VAR across your portfolio of trades rather than trade by trade.
Sharpe ratios and VAR don’t give you the whole picture, though. Legendary fund manager, Howard Marks of Oaktree, notes that, while tools like VAR and Sharpe ratios are helpful and absolutely necessary, the best investors will also overlay their own judgment.
Investors can calculate risk metrics like VaR and Sharpe ratios (we use them at Oaktree; they’re the best tools we have), but they shouldn’t put too much faith in them. The bottom line for me is that risk management should be the responsibility of every participant in the investment process, applying experience, judgment and knowledge of the underlying investments.Howard Marks of Oaktree Capital
What he’s saying is don’t misplace your common sense. Do use these tools as they are helpful. However, you cannot fully rely on them. Both assume a normal distribution of returns. Whereas in real life you get “black swans” - events that should supposedly happen only once every thousand years but which actually seem to happen fairly often.
These outlier events are often referred to as “tail risk”. Don’t make the mistake of saying “well, the model said…” - overlay what the model is telling you with your own common sense and good judgment.

Coming up in part III

Available here
Squeezes and other risks
Market positioning
Bet correlation
Crap trades, timeouts and monthly limits

***
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.
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How To Start A Blog

Creating a blog couldn’t be easier and yet more complicated in 2020.
There are so many different things to think about, and yet so many different platforms you can use to streamline the process.
Understandably you’ll already have an idea of what you want to write about, I, unfortunately, can’t help you with that, but what I can do is show you how you can set up a killer blog that will drive readers to your website.
We’ll take you through what you’ll need to get started, our five steps to setting your blog up, the best blogging platforms to use, how to get your blog discovered, and the do’s and don’ts of blogging.
But first, we need to establish what type of blog you want to set up.

What type of blog?

Firstly you’ll want to have a goal in mind. What are you aiming to achieve through your blog?
Do you want to pull in more users to your sales pages by writing about your brand, to increase its publicity?
Do you want to build a blog that promotes brands and products from other companies?
Or do you just want to set up a blog documenting your travels around the world?
In order to pick the right software for you, you’ll want to have a grasp before you start of how big this blog is going to be, whether you’re going to monetize it, and what type of blog it’s going to become.
For example, if you’re planning on building an affiliate blogging programme, where you promote other brand’s products and call readers to action to but the products, you’ll be writing a lot of content and will benefit from having a more comprehensive blogging system with lots of plugins to promote sales.
But if you’re looking to just set up a personal, or a personal brand blog talking about yourself and your brand, you may not perhaps need as many comprehensive features as you would if you were building an affiliate blog.
You may also want to build an online portfolio of your work, which could require an entirely different piece of blogging kit, as opposed to the traditional blog that hosts articles and journals.

What you’ll need to get started.

There are 3 key things you’ll need to get up and running.

  1. A blogging platform.
After you’ve identified the type of blog you want to set up, plus whether you’re going to make money from it, you’ll then need to pick a blogging platform tailored to your needs. Many people chose to operate on WordPress as it is one of the most comprehensive blogging systems going, but they forget platforms like Wix and Squarespace that are great for both helping you save and make money and are great options for those who are less tech-savvy and are new to the blogging game. Plus if you’re blogging for business, you might want to think about using LinkedIn for your business blog.
We’ll go into more detail on what blogging platforms are best for your needs shortly, but make sure to keep in mind your objectives and technical experience when choosing the right platform for you.
  1. A hosting platform.
Every website needs a web host to store their website’s information on the internet. A web host is an online service provider that will store your website’s information on one of its online servers. This will put your blog out there to the world. The best web hosts will perform a variety of functions for you, for example, Wix is an all-in-one package that will host your website for you, allow you to register a domain name, and has easy to use website design tools to help you start your blog.
Web hosting can be expensive though so make sure you pick the best value for money host that can cater to the amount of traffic you have running through your website. Check out our post on the 11 best hosting providers. [Insert blog link here]
  1. A domain name.
I’m sure by now you already know what sort of blog you want to set up, whether that’s a travel, blog, a blog accompanying your online store, or perhaps an affiliate marketing product review blog. You’ll have a niche and an idea and now all you need is a name. Every website online has what’s called a domain name. It’s included in the website address at the top of your search bar, for example, our domain name is www.digitalsupermarket.com.
You’ll need to register a domain name after you purchase a hosting plan, to enable customers to find your site quickly and easily. One good tip is to find a hosting platform like Bluehost or GoDaddy that will provide you with a free domain name when you register for one of their web hosting plans as domain registration can be fairly pricey. Pick a great domain name that is easy for customers to read and type into Google so they can find it easier online.
TOP TIP: To increase your blog’s search engine ranking, and to help more people find you on Google, try to pick a domain name that has either a .com or .co.uk ending. These domains often rank a lot higher in Google searches than .org’s, .net’s, and .info’s, and for that reason can be slightly more expensive, yet can help boost your site’s reach and credibility.

The Best Blogging Platforms For You.

There are a wealth of platforms out there catering to all your blogging or online portfolio needs. We have listed some of the main ones below shedding some light on what needs they service and why they might be a great option for you.

WordPress - The best software to give you full customisation.

WordPress is perhaps one of the most renowned blogging platforms in the world, running approximately 35% of the internet. It’s favoured highly by professional bloggers because it gives you total freedom to do whatever you want with your blog. WordPress can help you build your blog using one if its search engine optimised themes, you can customise using its drag and drop website builder tool to create a stunning blog.
What’s more, is you’ll be able to use its professional blogging service to post your content online and take advantage of the hundreds of third party app plugins, you can integrate into your blog, to improve automation, add new features, and drive traffic to your site. The only downside of WordPress is that it can be quite technical and can take some time getting used to, but once you’ve got the hang of things, you’ll have great control over everything on your webpage.
Pros:
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Wix - Best for monetizing your site.

Wix is probably the most streamlined and easiest blog providers. It’s so simple and easy to use, it’s therefore great for anyone just starting out in the blogging world. You can customise one of its stunning templates with Wix’s drag and drop editor, and then upload blog posts to your site by slotting in pictures, gifs, social media buttons, sidebars, and other widgets that will help your blog stand out.
One of the coolest features about Wix is its marketplace integration, where you can install a whole variety of third-party applications to your blog to provide your users with greater features and usability. Wix is the perfect all-in-one blogging solution to help you easily build a platform to amplify your business to the world, helping you to make more money, but it can also save you a lot of money as it’s cost-efficient plans roll up, web hosting, blog posting, and domain registration all into one product!
Check out our Wix review and our comparison of Wix and Squarespace for a deep dive into Wix’s main blogging features. [Insert link here]
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Squarespace - Best for creating visually stunning blogs.

Squarespace is very similar to Wix, in that it is an all-in-one web building and blogging platform that can help you build a blog you can monetize efficiently. It sets itself aside though through its better design and customisation features, making it one of the best platforms on the marketing if you’re looking to design a visually aesthetic blog. I’d recommend using this platform if you are a business operating in some sort of design, arts, or culinary industry.
Although it offers minimal template options, Squarespace’s templates are works of art and offer you great customization when building your blog. Plus Squarespace offers a great blogging tool that lets you schedule posts and customize your blog to suit more mobile audiences.
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LinkedIn - Best for blogging businesses.

Aside from setting up a blog on your own site, corporate entities can use LinkedIn to enhance and amplify their presence online. LinkedIn has more than 575 million users, most of whom are professionals and members of corporate conglomerates, and you can use this social platform to target some of the most influential people in the world.
If you’re blogging about business this is the perfect platform to use a pre-existing community of people to enhance your social standing. You’ll then be able to build connections and followers on your profile who can easily share your blog on their platform through a couple of simple clicks.
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Instagram - Best for the Artists.

Instagram is one of the biggest blogging sites in the world and without realising it, we are all technically bloggers in some way with our Instagram accounts, right? Ultimately for professional use, it is great for building a portfolio that has some form of visual or graphic eye-catching media around it. Instagram lets you post videos, photos, boomerangs, even write a blog in the photo’s caption if you wanted to!
Best of all, Instagram is free, and you can use its business software to link up your online store, to drag users away from your profile, using its product tagging features, and land them in your online checkouts. Our top tip for using Instagram is to post regularly and keep on the theme of your blog. Don’t go off-piste as you’re followers will catch on quickly and unfollow you. And with 1 billion people using the platform each day, it is a great way to gain people’s attention and build your brand’s presence online.
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The Do’s And Don’ts Of Blogging

Here are a couple of top tips to bear in mind when building your blog to help you create an awesome, lead driven platform.

The Don’ts

Don’t use complicated language too soon.

With that in mind, do include language that your target audience will understand. But remember they are still here to learn, so don’t drop people in at the deep end right away by using complex jargon off the bat. Define terms and spell it out in layman’s terms for people at the outset, and as the post goes on, then introduce more complex writing. Introducing technical jargon at the start of your posts is an instant turn off for most readers.

Don’t waffle - Keep it succinct.

People want to get to the punchline now. 43% of people admit to skimming through blogs to get to the information they need, meaning to get your blogging site converting leads, you need to engage the reader early on and offer information succinctly throughout your post.
Plus don’t make your blog too long. Depending on what you’re writing, a lot of people will see large volumes of text and will switch off immediately. There is no set limit for what a good and bad amount of text is, that’s something you’ll have to figure out per your industry, but from my experience, the shorter, the better.

Don’t make headlines too long.

Also ensure that your headline is not more than 60 characters long. If it gets too long it won’t rank well in search engines and people just won’t want to read it. Check out this headline analysis tool which will analyse the effectiveness of your proposed headlines.

Don’t plagiarise or use credited images.

Copying other people’s work is lazy and can land you in a lot of hot water in extreme cases if you breach a copyright regulation. But it’s also just unfair on the person who has worked hard or been creative to write that work. The same goes for images, people need to make a living from the content and photos they’re taking so don’t steal that off them.

The Do’s

Do write killer headlines.

People are like goldfish. You only have about 3 seconds to get their attention. That’s why it is important to write catchy, funny, and enticing headlines to draw your reader in. One good way to do it is to use the “How To” and “10 Best” strategies. These sorts of titles telling people ‘How to set up a blog’ or ‘the ten best web hosting platforms’ are search engine optimised, lead winning titles that rank highly in Google searches. Try them out and see!

Do post regularly.

The key to creating a great blog that builds leads is posting regularly. Although it is not the best idea to post regularly. Ideally, you want to post 3-4 times a week to get the best influx of traffic to your site. You’ll also want to check out when’s best to post for your target audience, for example, if you’re in the FOREX market, you’ll want to post your blogs perhaps at 8 AM, before the markets open when city workers are on their staring at their phones on their morning commuter trains to the city.

Do share on social media.

Share your content far and wide on your social platforms. Everyone is on social media these days and its outreach is simply phenomenal. That’s why you should always share your posts to your social channels to get greater traffic on your website, and include share buttons all-around your blog to invite your readers to share your articles too!

Do use SEO keywords to drive more traffic.

In a nutshell, SEO keywords are the phrases people put into search engines when they are looking for information on a certain subject. They are how you get found on your website. Depending on what you are writing about, there is always a set of keywords relating to that topic that you can implement, to help you show up higher in people’s google searches. For example, people might regularly search in google, ‘what is the best compost for growing sunflowers?’ When you come to writing about growing sunflowers in your blog, you might want to use these words or incorporate this question into your blog somewhere, to help you rank higher on Google.

Do use call’s to action to take your readers to the next step.

If you don’t challenge your reader at the end of your blog to follow you on Instagram, or check out your sales pages, you’ll never get the leads or sales you are looking for. With that in mind, build compelling calls to action at the end of each of your posts, to pull readers into taking the next step. Check out our post on landing pages to see a couple of cool ways on how to implement calls to action on your site [insert link here].

Do identify a target audience.

People will often tell you to write as though you were in the shoes of the person you’re looking to bring to your website, but it’s true! Identify what type of people you’re writing to, for instance, if you’re writing a business blog about FOREX trading, you’ll write with potential traders in mind who have one eye on the stock market and the other on your blog. Or if you’re a wedding florist, you’ll set your portfolio up to target those people looking to get married in the next year.

Leads, Sales, Results.

Blogging is one of the most influential marketing strategies in the world and the best bloggers can reap some awesome rewards for producing some truly awesome content.
It is fairly straightforward to get started and we advise if you’re a small business, or someone with minimal blogging experience, to try out Wix or Squarespace first before you jump into using more technical platforms like WordPress. Once you’re up and running remember our top tips on what to do and what to avoid when writing your blog. Plus don’t forget to think about optimising and adding useful applications to your site to help you build and grow your content. Check out these 39 awesome blogging tools you can use to drive greater traffic to your site!
Found this article useful? Make sure you share it with your friends on Facebook and Twitter and let us know in the comments if you have any other useful blogging tips.
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[WallText] For those who really want to be forex traders.

Im sry if u find some grammatical errors, english is not my mother language. Let me know and i will fix it.
First of all, look for at least half an hour without interruptions to read this manual.
This is the system that has created trading professionals. He has done it and today he continues doing it, as it happened with me.
It is not a system written in any forum, in fact I believe that it has been the first to collect all the ideas and create a structure to follow to carry them out, but these same ideas and procedures have been the ones that the winning traders have used during decades and will continue to use, since they are based on completely objective and real foundations.
Let's go to it:
Hi all.
It is known that the observation time makes the patterns elucidate, and after some time in the forum and throughout this trading world I have found many patterns in the responses of the people, I have reasoned about them, and I have realized their failures, why they fail to be profitable.
There are people who have put effort into this. Not all, but there are people who have really read a lot, studied a lot, learned a lot and tried a lot, and even then they are not able to achieve stable profitability.
The question is: Is there enough in that effort? Is there a specific moment in the line of learning where you start to be profitable? The question is, logically.
There are traders that generate constant profitability. Hedge funds, investment firms ... and the difference is in areas where people for some reason do not want to invest time.
Why are there more messages in the strategy forums than in the psychology, journals and fundamental analysis together?
As human beings, our brain is programmed to look for quick positive responses. In nature, the brain does not understand the concept of long-term investment. There is only a short-term investment made from the difference between what we think will cost us something and what we think it will contribute. If we think that it will cost us more than it can give us, we simply do not feel motivated. It is a simple mechanism.
The market plays with these mechanisms. There are more scalpers created from the search for that positive emotion than from the search for a scalping system.
In short, we are not programmed to operate, and there lies the fact that only a huge minority of operators are profitable.
Among others, I have observed several patterns of behavior that make a trader fail, and they are:
- Search for immediate pleasure: The trader wants to feel that he has won on the one hand, and on the other he wants to avoid the feeling of loss. Following this there are many traders who place a very low take profit and a very high stop loss. This is not bad if the probabilities have been reviewed before, the mathematical factor of hope, the relation with the drawdown .. but in the majority of the cases absolutely nothing of statistics is known. There is only that need to win. They win, they win, they win, until one day the odds do their job and the stop loss is touched, returning the account to its origins or leaving it with less money than it started. This does not work.
- Search for immediate wealth: Again it is something immediate. People want good emotions, and we want them already. The vast majority of traders approach this world with fantasies of wealth, women and expensive cars, but do not visualize hard work, the sickly hard work behind all this.
From there underlie behaviors like eternally looking for new robots or expert advisors that promise a lot of money, or new systems. The type of trader that has this integrated pattern is characterized by doing nothing more than that. Spend the day looking for new strategies Of course he never manages to earn constant money.
- Think that trading is easy: Trading is not easy, it is simple. Why? Because when you get the wisdom and experience necessary to find yourself in a state of superior knowledge about the market and effectively make money, it is very simple; you just have to apply the same equation again and again. However, it is not easy to reach this equation. This equation includes variables such as risk understanding, mathematics, certain characteristics in the personality that must be assimilated little by little, intelligence, a lot of experience ..
This is not easy. This is a business, and in fact it is one of the most difficult businesses in the world. It may seem simple to see a series of candles on a screen or perhaps a line, or any type of graphic, but it is not. Behind the screen there are hundreds of thousands of very intelligent professionals, very disciplined, very educated, very ...
This business is the most profitable in the world if you know how to carry, since it is based on the concept of compound interest, but it is also one of the most difficult. And I repeat. It's a business, not a game. I think you'll never hear a lawyer say to his boss: "We're going to focus all our time on finding a strategy that ALWAYS makes us win a trial, ALWAYS." What does it sound ridiculous? It sounds to me just as ridiculous for trading.
But you are not to blame, you have been subconsciously deceived through the advertising brokers and your own internal desires, to think that this is something easy.
- Lack of discipline: Trading is not something you can do 10 minutes on Monday and 6 on Thursday. This is not a game, and until you get a regular schedule you can not start earning money. There are people who open a graph one day for 5 minutes, then return to their normal life and then one week returns to look at it for other minutes.
Trading should not be treated as a hobby. If you want to win "some money" I advise you not even to get in, because you will end up losing something or a lot of money. You have to think if you really want trading to be part of your life. It's like when you meet a girl and you want to get married. Do you really want to get into this with all the consequences? Because otherwise it will not work.
Visualize the hard work behind this. Candle nights, frustrations, several hundred dollars lost (at the beginning) .. enter the world of trading with a really deep reason, if you lose a time and money that no one will return, and both things are finite!
- Know something and pretend to know everything: Making money in the markets is not based on painting the graph as a child a paper with crayon wax and pretend to make money.
It is not based on drawing lines or circles, or squares. It is based on understanding the operation of all these tools, the background of the why of the tools of trading.
A trend line only marks the cycle of a wave within a longer time frame, within a longer time frame, and so on indefinitely. In turn, this wave is divided into waves with a specific behavior, divided into smaller waves and Etcetera, and understanding that dynamic is fundamental to winning.
It is not the fact of drawing a line. That can be done by an 8 year old boy. It is the fact of UNDERSTANDING why.
There are traders who read two technical analysis books and a delta analysis book and believe that they are professionals, but do they really understand the behavior of the market? The answer is in their portfolios.
After this explanation that only 10% will have read, I will try to detail step by step something that is 90% yearning, and that will have quickly turned the scroll of your mouse to find the solution to all your problems while supporting the beer in a book of " become rich ", rotten by lack of use.
These steps must be carried out one by one, starting with the first, fulfilling it, moving on to the second, successively and growing. If steps are taken for granted, or not fully met, it simply will not work.
I know this will happen and the person who did it will think "Bah, this does not work." and you will return to your top strategy search routine.
That said, let start:
1º Create a REAL account with 50 dollars approximately:
_ Forget the demo accounts. They are a utopia, they do not work. There is infinite liquidity, without emotions and without slipagge.
These things will change when we enter the real market, and the most experienced person in the world will notice a sharp drop in their profitability when it happens to real accounts.
And not only using a demo account has disadvantages, but using a real one has advantages.
We will have a real slipagge with real liquidity. Real requotes and more. The most important: We will work our emotions at the same time. Because yes, we will lose or win a couple of cents, but that has a subconscious impact of loss.
This means that we will begin to expand our comfort zone from the start.
Using a demo account is simply a disadvantage.
2º Buy a newspaper in the stationery or in Chinese (optional), or write one online or in Word:
A newspaper will be of GREAT help. You can not imagine, for those of you who do not have one, how a newspaper can exponentiate our learning curve. It is simply absurd not to have a diary. It's like taking a ticket of 5 instead of one of 100.
In this diary we will write down observations that we make about the operations that we will carry out in points that I will explain later of this same manual.
We will divide the newspaper into 2 parts:
  • 1 part: The operation itself. We will write the reasons for each operation. The why we have done it.
  • 2 part: How we feel. We will unburden ourselves without explaining how we feel, what our intuition tells us about that particular operation and so on.
How to use:
We will read the newspaper once a week, thinking about the emotions we felt each day and in what situations, and the reasons.
Soon, we will begin to realize that we have certain patterns in the way we feel and operate, and we will have the ability to change them.
We can also learn from mistakes that we make, and keep them always in a diary.
3º Look for a strategy that has the following characteristics:
  • Make it SIMPLE. Nothing of 4 or more indicators or the colors of the gay flag drawn on the graph based on 1000 lines. Why? Because there is always an initial enthusiasm and maybe we can follow a complex strategy for a week, but burned that motivation, saturates us and we will leave it aside.
Therefore, the strategy must be simple. If we use metatrader, the default indicators work. No macd's no-lag and similar tools. That does not lead anywhere. And if you do not believe it, I'll tell you that in all areas of life comes marketing. In addition to trading towards MMA and now I do powerlifts, and there are 1000 exercises to do. However, the classics are still working and work very well. It seems that sellers of strange sports equipment do not share the same opinion, that the only thing they want is to sell!
4º Understand the strategy:
  • We must gut each process of the strategy and reason about it. What does this indicator do? What does this process? Why this and not another? Why this exit ?. Some strategies will be based on unspecified outputs. This does not suppose any problem because as we get experience in that specific strategy, we will remember situations that have occurred, we will see situations that are repeated (patterns) and we will be able to find better starts and entrances. Everything is in our hands.
5° Collect essential statistical information:
  • This part is FUNDAMENTAL, and no operator can have as much security in itself when operating as if it uses a strategy that has at least positive mathematical hope and an acceptable drawdown.
  • Step 1: To carry out this collection of information you need to test the strategy for at least 100 signals. Yes, 100 signals.
Assuming it is an intraday strategy and we do an operation per day, it will take us 100 days (3 months and 10 days approx) to carry out the study. Logically these figures can change depending on the number of operations that we make up to date with the strategy.
I have no doubt that after reading this manual we will go for a quick strategy of scalpers, with 100 signals every 10 minutes where the seller comes out with a big smile in his promotional video.
I personally recommend a system of maximum 2 daily operations to start, but this point is personal.
Is it a long time? Go! It turns out that a college student of average intelligence takes 6 years to finish a career. It takes 6 years just to train, and there are even more races. This does not guarantee any profitability, and in any case most of Sometimes it will get a static return and not based on compound interest. I can never aspire to more.
The market offers compound profitability, there will be no bosses, nor schedules that we do not impose. We will always have work, and we can earn a lot more money than most people with careers or masters. Is it a long time? I do not think so.
As I was saying, we will test the strategy 100 times with our REAL account that we created in step 1. Did you decide to use a demo account? Better look for another manual; This has to be something serious. They are 100 dollars and will be the best investment of all in your career as a trader.
  • Step 2: Once with the report of the 100 strategies in hand, we will collect the following information:
  • How many times have we won and how many lost. Afterwards, we will find the percentage of correct answers.
  • How much have we won and how much have we lost? Afterwards, we will find the average profit and the average loss.
  • Step 3: With this information we will complete the mathematical hope formula:
(1 + average profit / average loss) * (percentage of correct answers / 100) -1
Example:
  • Of the 100 operations there are 50 winners and 50 losers, then the success rate is 50%.
  • Our average profit is 20 dollars and our average loss is 10 dollars.
Filling the formula:
(1 + 20/10) * (50/100) -1
(1 + 2) * (0,5) -1
3 * 0.5 - 1
1,5 - 1 = 0,5
In this example the mathematical expectation is 0.5. It is POSITIVE, because it is greater than 0. From 0, we will know that this strategy will make us earn money over time ALWAYS we respect the strategy.
If after a few days we modify it, then we will have to find this equation again with another 100 different operations. Easy? A result of "0" would mean that this strategy does not win or lose, but in the long run we would LOSE due to the spread and other random factors.
You have to try to find a strategy that, once this study is done, the result of your mathematical hope is greater than 0.2 as MINIMUM.
Finding this formula will also give a curious fact. The greater the take profit in relation to the stop loss, as a general rule more positive will be our mathematical hope. This has given many pages of discursiones about whether to place take profit> stop loss or vice versa.
If our stop was larger than the take profit, then the other ratio (% earned /% lost) should be yes or yes positive.
But this is just curiosities.
let's keep going:
  • 6° Expand our comfort zone:
We will not be able to work with operations of 10 million dollars overnight, but we can progressively condition ourselves to that path.
Assuming all of the above, and with a real account, some experience in the 3 months of information gathering and a positive mathematical hope, we are ready to operate in real with some consistency. But how to carry it out?
The comfort zone is the psychological limits we have before feeling fear or emotional tension. When we get into a fight, we have left our comfort zone and we feel tension, unless we have a psychopathic disorder.
Every time we lean out onto a 300-meter balcony from a skyscraper, we move away from the comfort zone. Every time we speak to a depampanante woman, we move away from our comfort zone.
Our brain creates a comfort zone to differentiate what we usually do and is not substantially dangerous, from the unknown and potentially dangerous to our survival or reproduction. And whenever the brain interprets that these two aspects are in danger, we will feel negative emotions like fear, disgust, loneliness, fury, etcetera.
This topic is much more profound and you would have to read several volumes of evolutionism to understand the why of each thing. The only thing that interests us here is the "what", and the one, that is, that there is a certain comfort zone that must be expanded without any problems.
With trading, exactly the same thing happens. The forex market is a virtual environment in which we lose or gain things, but our brain does not differentiate between reality and what is not, it only attends to stimuli of a certain type.
We can lose food in the middle of the forest or also a crude oil operation.
Our goal is to condition our subconscious so that it is progressively accepting lost and small benefits, and as time goes by, bigger.
The exercise to achieve this is the following:
  • We will operate on that account of 100 dollars with our mathematically positive strategy for 3 more months.
  • After these three months, our account should have benefits, because of the mathematically positive strategy.
  • We will enter 200 dollars more and we will operate a month more raising the lots according to our risk management (I do not advise that the risk is greater than 2%)
At this point, I know how hard it is to resign myself to impatience, but follow those times and do not skip it even if you feel safe, but you will fail, it's simple.
Let's keep going:
  • After that month, we will raise our capital again with a new income. This time we will enter 1000 dollars (save if you do not have 1000 dollars loose, you will recover later on, do you want to make money, enter 1000 dollars.
We will test the operation one month with this new injection. We probably notice difficulties. More blockages, more euphoria when winning ... how will we know when to move on to the next entry? When we do not feel ANYTHING or at most something very shallow, when win or lose If observing the wall and operating is for you the same from an emotional point of view, it is time to enter more money.
  • We will follow this procedure until we have a basic account of 21000 dollars. The amounts to be paid will depend on our ability to not feel emotions, a capacity that will be taking over time.
We will raise capital until we feel that we block too much. In that case we will drawdown to a more acceptable amount, and we will continue at that level until get discipline and lack of reactivity at that level. Later, we will go up.
  • If we want to earn more money, we will continue entering and entering. Always following the conditioning scheme of 1 month.
Why a month?
A study conducted in the United States revealed that the subconscious needs an average of 28 days to create new habits or eliminate old habits. Emotional reactions are part of the habits. If we maintain some pressure of any emotion during the opportune time, in this case 28 days, will create tolerance and the subconscious will need a more intense version of the stimulus to activate.
AND THAT'S ALL!
Follow these steps and you will triumph. Here is the golden chalice, the tomb of Jesus or whatever you want to call it. There is no more mystery in the world of trading. This system will accompany you during the next year, year and a half. It's the one I used and it WORKS. Once done, you will have a very profitable system integrated into your being, since not only will it be mathematically viable, but you will also have the necessary experience to make it infinitely more profitable yet.
In addition, you will have psychology fully worked on a professional level to have conditioned your subconscious gradually.
Happy trading to all of u guys.-
submitted by Harry-Postre to Forex [link] [comments]

4 things you should know that will make you a better trader

Hi Redditors, This is a content that I wrote that I hope it will help you in your trader! Read on :)

Knowing your Commitment

Being honest about your commitment to Forex is very important. If you are working 8-5 daily — it’s already 7pm when you are home — and the strategy you are using, require you to be in front of your computer for 5 hours waiting for signal then you might want to change to another strategy. As you may find committing to this strategy in a long run impossible or you have to change a certain part of your lifestyle to compensate time for trading.
Sort your priorities before coming up with a schedule for the trading strategy you plan to use. This will help you to have a better organization and balance in both trading and your personal life. This way, you do not have to sacrifice your top priorities.

Mindset

Anything can happen any time when it comes to trading!
When you are trading with real money, adjust your stop loss to a comfortable level, in the way you do not have to worry even if you lose. It varies depending on your risk appetite: I set my stop loss to 2% of my account per trade, while some people set their stop-loss at 10% of their account. Previously when I set my stop loss level at 5% of my account, I realized I was in constant fear when the trade was in the Red zone (losing money). That is when I know I have to lessen my stop loss.
Having said that, you need to know it takes time before the market can hit your take profit.
You have to know that trading forex cannot make you an overnight millionaire — it is about being consistent. Likewise, you don’t expect to hit the gym for just a week and become the next Mr. Olympia. Forex is all about constantly keeping track of how your strategy is reacting to the current market, and knowing when to change and where to change. This is why I recommend you to keep a journal to record all the trades that you have done.

Risk: Reward ratio

The Risk and Reward ratio is one of the primary factors that will make you a profitable trader. The ratio emphases on how willing you are to risk to achieve your take profit. For example, if your R: R is 1: 2 and the Pivot Bar Strategy (GBP/JPY) is a 40pip: 80pip, you know that with every 2 losses you need 1 winning trade to break-even. Similarly, if your strategy only has 50% chance of being correct (equivalent to a coin toss), you will have a winning strategy right there. (Let’s do the math!) With every 10 trades you make — 5 wins (400pips) and 5 losses (200pips) — you have an overall profit of 200pips after deducting all your losses,
This is all part of your risk management, and all good traders know it is not how good you can make profit, but how well you can manage risk that will make you a profitable trader In a long run.

Edge

Many people say that speculators (Trader who trade short-term time-frame) are gamblers, which I agree to a small extent: we trade with the odds in our favour like how player count cards¹ in blackjack. In the same manner, when the odds are in our favour, we have an edge against the house.
So let’s talk about the roulette table where the house has an edge against the player. Many may think that the roulette table is a 50/50 game, well is not. Because of the 0 and 00, this makes the roulette table have an edge over players. Let’s do the math, you only bet on colours (Black or Red) the chances of you hitting is 18/38 that’s approximately 47.37%. The casino and because of the 0 and 00 the casino have an edge of 2.63%, this number might seem small but it kills. If you would gamble with a capital of $100 and $20 for every bet, the odds are you are not going to win big in the long run or you might even lose it all.
What makes forex different? When you have the correct mindset, proper risk management (Risk: Reward ratio) and you test your strategy before using it on the live market. You will have an edge, is definitely not easy getting everything right, if it is, everybody will quit their day job and trade. Forex is not for the faint-hearted, you have to put in the effort to be a profitable trader.

I am still working towards on becoming a profitable trader and I hope you would embark on this journey with me. We can learn and explore how we can all be profitable traders in the forex market. My next content post will be teaching you on how you can back-test your strategy and journaling.




  1. count cards - Card game strategy in blackjack that players use to decrease the house edge by keeping a tally of all the high and low valued cards seen by the player. It allows players to bet more with less risk when the count gives them an advantage and minimize their loss when the count is not a favourable one.
submitted by ForexGOAT to Forex [link] [comments]

Tesla reduced the loss to $ 408 million in the second quarter of 2019

Tesla reduced the loss to $ 408 million in the second quarter of 2019
The manufacturer of electric vehicles Tesla has published reports for the second quarter of 2019, which ended June 30. Despite record sales of cars, financial results were worse than analysts' forecasts, The Wall Street Journal indicates.
https://preview.redd.it/lkcfgc5g9lc31.png?width=1600&format=png&auto=webp&s=e6f59a287f557076a4219d3c800519137421538b
Revenue grew by 59% compared to the second quarter of 2018 and amounted to $ 6.35 billion. Analysts had expected revenue of $ 6.41 billion.
Net loss was $ 408.3 million or $2.31 per share. A year earlier, the loss was $717.5 million or $ 4.22 per share. The adjusted loss was $ 1.12 per share. Analysts expected a loss of $ 0.35 per share. Tesla said it plans to return to profitability in the third quarter of 2019.
In April-June, Tesla produced 87,048 cars and delivered 95,356 vehicles to customers, including 77,634 Model 3 cars. The volume of deliveries was a record for the company. In total, in the first six months of 2019, Tesla shipped approximately 158.2 thousand vehicles to customers.
In a letter to shareholders, the head of Tesla Elon Musk wrote that the company adheres to the previous forecast for deliveries in 2019 - from 360 thousand to 400 thousand. By the end of the year, the company plans to produce 10 thousand Model 3 cars a week. Now the volume is seven thousand a week.
The company owns $5 billion in its accounts. This is the highest amount in the history of Tesla. It includes $ 2.7 billion from the sale of shares and the issuance of bonds in May 2019. Free cash flow is $ 614 million.
Tesla revised its capital spending forecast for 2019: now it is $ 1.5-2 billion instead of $ 2-2.5 billion. The company spends this money on its main projects, including the construction of Gigafactory in Shanghai, the development of Model Y cars and Tesla Semi, as well as expanding the network of charging stations.
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