STOCHASTIC OSCILLATOR - Real Binary Options Reviews

After 9 months of obsession, here is my open source Node.js framework for backtesting forex trading strategies

TL;DR There's lots more to the story. But the code is all open source now. Have at it. I'm too exhausted to continue with this. If you'd like more details, feel free to message me. If you happen to carry on with this project or use any ideas from it, I would greatly appreciate it if you could keep in touch on your findings. If anyone has any insights, please feel free to comment or message me.
I've spent the last nine months working furiously on this. I started a project for backtesting strategies against data I exported from MetaTrader. I had a very powerful computer crunching numbers constantly, trying to find the most optimal configuration of strategy indicator inputs that would results in the highest win rate and profit possible.
Eventually, after talking with a data scientist, I realized my backtesting optimizer was suffering from something called overfitting. He then recommend using the k-fold cross-validation technique. So, I modified things (in the "k-fold" forex-backtesting branch), and in fact it provided very optimistic results when backtested against MetaTrader data (60 - 70% win rate for 3 years). However, I had collected 3 months of data from a trading site (by intercepting their Web Socket data), and when I performed validation tests against that data using the k-fold results created from the MetaTrader data, I only got a ~57% win rate or so. In order to break even with Binary Options trading, you need at least a 58% win rate. So in short, the k-fold optimization results produce a good result when validation tested against data exported from MetaTrader, but they do not produce a good result when validation tested against the trading site's data.
I have two theories on why this ended up not working with the trading site's data:
For the strategy I use the following indicators: SMA (Simple Moving Average), EMA (Exponential Moving Average), RSI (Relative Strength Index), Stochastic Oscillator, and Polynomial Regression Channel. forex-backtesting has an optimizer which tries hundreds of thousands of combinations of values for each of these indicators, combined, and saves the results to a MongoDB database. It can take days to run depending on how many configurations there are.
Basically the strategy tries to detect price reversals and trade with those. So if it "thinks" the price is going to go down within the next five minutes, it places a 5 minutes PUT trade. The Polynomial Regression Channel indicator is the most important indicator; if the price deviates outside the upper or lower value for this indicator (and other indicators meet their criteria for the strategy), then a trade is initiated. The optimizer tries to find the best values for the upper and lower values (standard deviations from the middle regression line).
Additionally, I think it might be best to enter trades at the 59th or 00th second of each minute. So I have used minute tick data for backtesting.
Also, I apologize that some of the code is messy. I tried to keep it clean but ended up hacking some of it in desperation toward the end :)
gulpfile.js is a good place to start as far as figuring out how to use the tools available. Look through the available tasks, and see how various "classes" are used ("classes" in quotes because ES5 doesn't have real class support).
The best branches to look at are "k-fold" and "master", and "validation".
One word of advice: never, ever create an account with Tradorax. They will call you every other day, provide very bad customer support, hang up the phone on you, and they will make it almost impossible to withdraw your money.
submitted by chaddjohnson to algotrading [link] [comments]

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« 60-minute Binary Options Strategy using RSI, Stochastic Oscillator and EMAs 60-minute Binary Options Strategy based on the Engulfing Pattern » With this strategy we will take advantage of extreme price conditions – overselling and overbuying a particular trading instrument. Stochastic Oscillator. Quite a mouthful, but the concept is quite simple. The indicator moves between 0 and 100 and reflects where an asset’s price is relative to a given time frame. If the indicator is near 0, the price is very near the low of the time frame you’re looking at. If the indicator is near 100, the price is very near the high price of the time you’re looking at. This ... Binary Options Strategy: RSI with stochastic: this Forex trading system utilizes two classic indicators: All RSI and Stochastic cross alert sig overlay ; I use the two indicators on two different time frames. The All RSI Indicator ( 14 period ) see the 4H chart (in the subwindow on the sreen) , while the Stochastic cross alert sig overlay (settings 5, 3, 3) is used on a 15 minute chart (the ... RSI and Stochastic Oscillator Binary Options Strategy multi time frame High/Low is a trend momentum trading system. Markets:Forex (EUR/USD, USD/JPY, AUD/USD, USD/CHF, GBP/JPY, EUR/JPY, Indicies (S&P 500, Nasdaq, DAX, FTSE), Metals (Gold and Silver). above the fold Time Frame 15min and 1 min. Expires time 10 min max 15 min. Open 15 minute candlestick chart, add the following indicators: RSI (4 ... This makes the Stochastics oscillator a very good tool to trade the binary options market with. The Stochastics oscillator is not usually used in trading binary options as a stand-alone indicator. You have to combine it with other indicators, or use it as part of a strategy or with other indicators in order to produce signals that are accurate and non-ambiguous. RSI Binary Options Strategy is based on Relative Strength Index oscillator and several combinations of other technical indicators. That’s a multi-purpose trading system, working effectively with a wide variety of asset classes in sideways ranges, as well as in strong trends. The RSI oscillator acts as the main technical tool for the analysis of current market conditions, showing when the ... The stochastic oscillator uses a quite complex mathematical formula to calculate simple moving averages: %K = 100(C - L14)/(H14 - L14) Where: C = the most recent closing price; L14 = the low of the 14 previous trading sessions; H14 = the highest price traded during the same 14-day period %K= the current market rate for the currency pair %D = 3-period moving average of %K; See below where to ... Stochastic Oscillator Strategy was developed to solve the issue of fake breakouts, filter the market noise, lower the number of trading signals and increase their efficiency. Let’s find out how the technical analysis can help binary options in that task. Technical indicators based on measuring market waves - oscillators - became very popular as they show several layers of information needed ... Stochastic oscillator is one of the widely used indicators for Binary Options Trading.As the name implies, stochastic oscillator is a curve which is oscillating between two levels - 0 and 100. Stochastic is a momentum indicator which measures the divergence of a price in comparison to its price range over a predefined period of time.A 'period' number defining the stochastic curve (Example ... Hey Traders, I hope you are fine.In the previous article I talked about three ways for taking trades after a reversal.In this article I will make some comments for my today trades and I will explain how I use the stochastic oscillator for an extra confirmation in my trades.Here are my trades in 10/4. I had 7/9 ITM and one Tie, 78% performance.. The first screenshot is from EUR/USD currency ...

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Stochastic Oscilator - Binary Options Indicator - YouTube

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