Statistical approach to risk management - Python scriptThis script can be used to approximate a strategy, and find optimal leverage.
The output will consist of two columns, one for the median account size at end of trading, and one for the share of accounts liquidated.
The script assumes a 100% position size for the account.
This does not take into account size deviations for earnings and losses, so use with a grain of salt if your positions vary greatly in that aspect.
Code preview
cdn.discordapp.com/attachments/592684708551327764/848701541766529034/carbon.png
TradingView does not allow posting external links until you've reached a specific reputation, so i can't use the url feature
Input explanation
WINRATE : chance of winning trade
AVGWIN : average earning per winning trade
AVGLOSS : average loss per losing trade
MAX_LEVERAGE : maximum leverage available to you
TRADES : how many trades per account you want to simulate
ACCOUNTS : how many accounts you want to simulate
the inputs used in the source code are from one of my older strategies, change them to suit your algorithm
Source code
pastebin.com/69EKdVFC
Good luck, Have fun
-Vin
