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The following is not financial advice. I am describing how I use my trading algorithm for executing trades. This is not a commercial offering. It is simply a demonstration of my algorithm. I am creating an auditable record of these trades in my robinhood dot com account. Please subscribe to this website. Thanks for your interest.
Every day, I run a process that analyzes 1,491 stocks and ETFs. How did I arrive at 1,491? I applied my trading strategy through a back test ( a back test will apply your algorithm day by day as though you were actually trading in order to find out the consequences or benefits ).
The process works like this:
- Download today's trading data (open, high, low, close, adjusted close, and volume) for each stock or etf that I am tracking.
- Convert to the data to a bunch of arrays.
- Run mathematical studies on the arrays.
- Check for rule match based on the time series calculations.
- Account for a complete match for all entry criteria.
- Account for a complete match for all exit criteria.
- Generate a list that have either met all the entry criteria or have met all the exit criteria (including that an entry was previously generated).
For any entry or exit, I login to my brokerage account and for each trade that was generated, I will either buy (entry) or sell (exit) the trade that was generated at market open. My preference is to place a limit order at the market open price (sometimes referred to as market-on-open).
Why would I do this?
My trading strategy has the following characteristics (over a back test period of 2010 to present):
- There are 6.9 times as many winners as losers ( I only trade those stocks or ETFs with a profit to loss ratio > 3.0 ).
- The average winner is 34.1%.
- The average loser is 9.1%
- The total number of losing trades in my back test is 438.
- The total number of winning trades in my back test is 3036.
- The ratio of the size of the wins to losses is 3.7.
- Of the 1,491 stocks and etfs I could trade, 1,181 have a profit to loss ratio of 3.0 or better.
- Of the 1,181 stocks and etfs that have a profit to loss ratio of 3.0 or better, 830 have no losses based on the back test.
- The median number of days from entry to exit is 313 days.
- The average number of days from entry to exit is 470 days.
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