This strategy is very simple.
I drew lines to represent the bottom most part of the regression (green line), and top most part (red line). If the close crosses under the red line then you short. The reverse if it crosses above the green line then you go long.
Very simple but effective. To understand this script be sure to add Richard santos function polynomial regression so you can see what is going on and what I'm trying to do.
For example, on BTC with a length of 61 if you bought and held you would have only had 5% gain, instead with this strategy you are looking at very close to 60% gains! Now this could be a weird fluke of over-optimizing but I'm not sure this is the case because you can adjust the length from there +/- about 10 and still have good results. It's just certain lengths are the correct trading rhythms for different assets.
I'm excited to see how you guys use this and if you have any success. Be sure to thank Richard Santos for his great work!
- Do only LONGS
- Do only SHORTS
- Close instead of Short
- Close instead of Long
In the example uploaded, you can see that by turning off allowLongs, and enabling close instead of long you can see how effective this strategy is with just shorting alone. Using this you can optimize your parameters for just shorting or longing and then combine them later for the best settings.
Thanks to investCHK for the suggestion!
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