A profitable EA uses logic with high correlation coefficients, Thorough explanation of EA "Senju Ban-kou" Part 2
Using high-correlation logic
EA "Sen-Shi Ban-Kou" Thorough Explanation Part 2
■ Overview
EA "Sen Shi Ban Kou" uses the high-correlation logic with the help of Excel's analysis tools.
It is believed to have a higher potential for long-term stable profits than relying on intuition or rules of thumb.
This time, we will introduce part of that method.
(Sales site) https://fx-on.com/systemtrade/detail/?id=14944
■ How the conventional logic is decided
① Load various indicators onto the chart, enter here, and exit here to decide the logic.
② Move the chart, check whether this logic works in different time zones and situations.
③ If it seems to work well, actually create the EA and verify.
④ Optimize with Strategy Tester.
⑤ If profits are not good, the performance factor is low, or drawdown is large, go back to step ①.
■ Deficiencies of the conventional logic decision method
I also used this method in the past. The drawbacks of this method are
・A lot of time is spent on steps ① and ②
・As a human, we tend to focus only on successful areas.
・It is hard to create an EA that yields profits.
Therefore, by using analytical tools as described below, I was able to find good logic more quickly.
■ How to decide logic using Excel analysis tools
① Create a basic EA
② Create an EA that obtains the values of each logic at the entry time in step ①
Written data is saved to a CSV file.
③ Move the CSV from step ② into Excel.
The result after migration is shown below.
The data include day of the week, season, month, profits, moving average values, pivots, and various technical indicators.
④ Use Excel data analysis to compute correlations
The result is shown below. The higher the correlation, the higher the value.
⑤ When selecting the Top 10 with the highest profit and correlation
⑥ Logic items such as dmax and width show high correlation, so these are adopted as the EA logic.
An EA created in this way is the "Sen Shi Ban Kou".
■ Important points
An EA using highly correlated logic has a higher potential to generate stable profits.
https://fx-on.com/systemtrade/detail/?id=14944
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