Superior Forex Trade Execution Execution Statistics ...
A place for redditors to discuss quantitative trading, statistical methods, econometrics, programming, implementation, automated strategies, and bounce ideas off each other for constructive criticism. Feel free to submit papers/links of things you find interesting.
This subreddit looks to provide knew indicators to Forex traders that want to stop leaving money on the table by taking positions based on conventional information. Here you'll be able to check the live correlation, Live Variation%, Standard Deviation, Single Currency Strength , Regression Analysis and other indicators.
I'm interested in particularly the average daily volumes of the total world forex market and certain currencies. And also in total market caps of said currencies. I need macro economic data basically. What is the best resource for this?
How useful is economic and statistical knowledge in Forex trading?
Just wondering if this gives a good advantage since I study this and saw that some methods use standard deviations and so on. So are there any useful topics in these fields that we can apply to forex trading in some way or another?
The Super Profit Scalper is being advertised as “the perfect solution for people who only have just a few minutes a day for trading and want that big and fast profit.” The software is built to pick up on fast profitable price movements and provide traders with buy and sell signals throughout the day. The software is using a very reliable signal filtering system but the details of this aren’t explained fully. The indicator does not repaint and the software comes with a guide that informs traders on “8 special pairs” that the software has been showing fantastic results with. Super Profit Scalper System is a fantastic indicator specifically created for M1 & M5. Super Profit Scalper Trading Program the perfect solution for people who only have just a few minutes a day for Trading and want that big and fast profit. Super Profit Scalper Indicator catches very fast and profitable price movements that you can’t usually catch on your own and gives you simple buy and sell signals. On top of that, you can be 100% confident with your trading, as Super Profit Scalper is using a very reliable signal filtering system. And furthermore, Super Profit Scalper Indicator will also alert you of every signal with a pop up sound alert, email or a mobile push notification! How Does Super Profit Scalper system Works? Forex statistics show that foreign exchange 90% of traders only trade the major currency pairs, as it is not humanly possible to analyze the 34 currency pairs simultaneously. As Super Profit Scalper keeps updated on the current trends in the changing market in all time frames, it is promoted as the easiest way to make the most of the change operations without having to spend hours doing all the work hard. You can easily know the trend is crucial. Super Profit Scalper Cost Sure, you’ve experienced times when you entered the trade and waited for the breathy area while another couple was making a solid move. Trading the market turns up and down and returns all benefits during a series of losses it feels like a slow torture. Super Profit Scalper is a software solution to avoid trading during periods of market uncertainty. Instead, choose the best pair trend at present. Not use indicators, but the trend is determined by pure price action. The software runs on our powerful computers so you instantly get the result online. Therefore, you can use your favorite trading platforms such as MetaTrader, NinjaTrader, TradeStation and there is nothing you have to download or install. It is very easy to use. This system designed to help Forex traders make informed decisions about when and what to buy and sell. To make money in Forex trading, you need to understand the trends. Or you can learn them by trial and error! DOWNLOAD NOW Super Profit Scalper: it’s not what it seems to be This particular review is concerned with a specific fraud that is doing rounds on the internet. It is called Super Profit Scalper, and it’s promising to change the life of any trader who will purchase it for $87. The owner claims that he has put a lot of work into it, and that all you have to do is purchase it here and smile all the way to the bank since it does all the heavy lifting on your behalf. Well, that’s very simple indeed. But how come that we still have a whooping 95% of traders donating their capital plus profits back into the Forex market? If such a magical trading tool truly existed, it would create a buzz. It would gain enough publicity on TV and reputable blogs on the web, and this would automatically reduce the 95% of losing traders to 20% or below. It does not make sense for these traders to keep losing when a real solution is available for $87 only. The things that we hope you will get concerned with Nothing makes this product unique. It looks exactly like other Forex scams on the internet. For example, the owner doesn’t give us proof that his system works as claimed by him. You see, Mt4 screenshots are not supposed to be treated as proof or verified results of past performance. This is because it is virtually impossible to know if indeed those results were generated by the so-called Super Profit Scalper system. Those screenshots could have been captured elsewhere on the internet for purposes of misleading traders. It is not rocket science to take screenshots of past market activity and use them for purposes of cheating. It is therefore very clear that these are not true results generated by Super Profit scalper. VISIT SUPER PROFIT SCALPER WEBSITE How Does Super Profit Scalper Works? Super Profit Scalper will help you to follow the signals and also enjoy profit coming into your account. You never have to worry about repaints anymore, because this indicator has been designed to give only authentic signals to buy or sell. This software will make you super profit without having to require as much time as other indicators do. It is made for people like you whose focus is to make a big profit but with little time for trading. Everything you have to do is follow easy buy or sell signals that Super Profit Scalper generates right on your chart. Purple Line – Buy, Yellow Line – Sell. That’s it… All the years of learning, all the experience and knowledge of our trader’s team is the code of this incredible scalper. This software gives you total peace of mind, rest, and more time to pursue your wildest dreams. This software will help you become free. You will be away from the computer, but keep your mobile device close by to watch for any notifications on new trades. And you don’t need to go through all those years of trial and error yourself. You can simply follow individual signals and make the profit. All you have to know the instructions to follow with this Super Profit Scalper. *Step 1: pop upOpen the trading chart of your choice. *Step 2: Choose your timeframe: M1 or M5. *Step 3: Purple Line – Buy or Yellow Line – Sell. *Step 4: Exit when the line changes color. *Step 5: Profit.
Anyone experienced with Statistical/Machine/Deep Learning in Forex?
After fiddling around with EAs, I got interested in ML. Maybe it was just because of the hype, or because way back in college I did a project on neural networks, I was interested to see if ML/Deep Learning has any application in trading. According to the guy who wrote the book on Deep Learning in Python, there was a disclaimer early on that DL is not applicable to markets, because of their inherently unpredictable nature. I took his advice and stopped knocking on that door. But now, I am finding books on Statistical Learning, and these authors don't shy away from claiming that Stock Markets and Finance in general benefit from Machine Learning concepts or thereabouts. They are hinting at it, at least (I just got started). So, my question to anyone in the community who has experience with this: is there any scope for a retail trader to gain some insight through ML/DL/SL? Even if it is about getting better at identifying patterns, or finding probabilities of possible price direction, or better optimisation of regression analysis. Anything that makes it worth it?
Anyone experienced with Statistical/Machine/Deep Learning in Forex?
After fiddling around with EAs, I got interested in ML. Maybe it was just because of the hype, or because way back in college I did a project on neural networks, I was interested to see if ML/DL has any application in trading. According to the guy who wrote the book on Deep Learning in Python (along with creating the Keras librarby in Python), there was a disclaimer early on that DL is not applicable to markets, because of their inherently unpredictable nature. I took his advice and stopped knocking on that door. But now, I am finding books on Statistical Learning (also another advanced one by these authors), and these authors don't shy away from claiming that Stock Markets and Finance in general benefit from Machine Learning concepts or thereabouts. They are hinting at it, at least (I just got started). So, my question to anyone in the community who has experience with this: is there any scope for a retail trader to gain some insight through ML/DL/SL? Even if it is about getting better at identifying patterns, or finding probabilities of possible price direction, or better optimisation of regression analysis. Anything that makes it worth it?
So, I am trying to be more precise with my trading. I was looking in the wiki here, but the books mentioned, and the general outline does not mention statistical analysis for Forex, or trading in general. A brief overview of my current progress: I started with the standard route to trading: reading books/articles on TA patterns, indicators, heuristics etc. to guide my reasoning for opening a position. Initially, it went well. I even wrote some EAs and one of them was sufficient enough to book some profits. Along the way, I became aware of basic understanding of fundamentals and FA. Then, I got greedy, started to "gamble" with currency pairs that were too risky. Then lost it all, made it back, lost it again, finally made it back. Learnt some lessons along the way, and the greed impulse is sufficiently eradicated after that whole trauma. And it's not even been a year! Now, partly because of my professional background, and partly because of the experience for almost a year, I find that this whole TA stuff is not sufficient, even when vaguely paired with FA (guessing where the market will go, based on interest rate decisions, GDP, PMI, central bank mandate, interviews, policies, political conditions, reading qualitative books on specific economies). I have a qualitative strategy for now, based on simple MAs and pivots/SR levels. At the same time, people say that "no one can predict what will happen next in markets." Which is true and all, but what about a probabilistic, quantitative idea of where the market is heading? Is there any hope with regression analysis, or some advanced probability calculus course, that helps with trading, or even Forex trading specifically? Any books that have helped any traders here? Currently, I am reading Evidence-Based Technical Analysis and Introduction to Statistical Learning. EBTA is alright, not yet giving me much precise ground. ISL is a general textbook, which I am reading just for the fun of it. Hopefully, it will be a good foundation for developing future strategies.
Just giving a quick advice to people who are backtesting or trying out their strategies, and then I want to ask a question. Whenever you start and you seem to be winning or losing, please keep in mind that statistically the likelyhood of extremes are way bigger in cases of small number of tests - therefor backtest plenty. Do you find an edge though, exploit it and keep running it. My question is, how do you mathematically, determain a good size of tests to eliminate extremes or good/bad luck? Edit: I always hear that 10.000 should be the golden number, which leads to about 1% margin of error - how is that number given? Thanks a lot in advance
Hi everyone, I have been reading a lot lately on forex and just completed a statistic module in some studies. Is it possible or has it been done to conduct a multivariate analysis of variance on currency trades for the day. Determine if any correlations exist between certain currencies and/or commodities. Then based on that uncovered data, use a regression analysis to determine the impact of correlation a against correlation b on variable x? A lot to digest and I'm a rookie. Let me down easy haha.
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