All
I am starting to understand the problem with my request. So I will try to restate and give some examples.
I am developing a completely automated system. I have developed and used extensively a semi-automated investment system that has done me well over the last 20 years. But, I am trying to gain more of an edge as well as leave the human element out of it. That also leaves fundamental analysis out.
If we take one of my strategies, on any given day it might alert me to several securities that are flashing a buy signal. That buy signal might come from moving averages, or donchian channels, or RSI signals - it really does not matter. What matters is that there are several BUY candidates.
Because I can not buy all of the securities that are buy candidates on any given day due to not enough $$, I have to prioritize which of those securities will be bought. And I want to do this with whatever statistical method would give me the greatest edge, or the greatest chance of succeeding. Granted, the success or failure of any security can only be known after the fact, but if we can work with an edge, even though it does not succeed 100% of the time because there is no such thing as the holy grail of investing, we have a greater chance of making more $$ than if we just blindly choose which to buy when we have several choices.
Tom Lydon has a method which he has presented (although I can not find it at the moment). Larry Connors has a different method which he has published. The Turtles had yet a third method. I have used risk/reward ratios, volatility, portfolio co-variance, portfolio semi-covariance, all with varying degrees of success.
I am constantly searching and refining my methods. That is not to say that I am curve fitting or over optimizing. My methods tend to be simple and I will be happy to present them here when I have designed my latest system. I have more research material than I can shake a stick at and having been a systems analyst in a previous life am well acquainted with design and implementation strategies.
So, before I begin a correlation study to determine what statistical values have led to high growth securities (I do not really want to perform that study - it is very time intensive), I am asking one of the communities that I know about what their techniques are. I have also asked other communities of which I am a member.
The answers and general tone of those answers lead me to believe that this may be a new area of investing to some of you and that it may not be deemed important enough for others. That is OK. In that case, consider that I have started a discussion from which we all may learn.
I am NOT trying to find a holy grail. I am only trying to increase my investing edge. That is why we spend time developing investing systems - to increase that edge in order to maximize our profits.
Thanks
Rick