i use statistics all the time in my TA
i trade index futures (scalping mostly)
i keep track of every setups performance, positive expectancy, %age winning trades, etc.
what i found really interesting in developing setups is how (relatively) small changes in target and stop settings can RADICALLY change results/expectancy, etc.
for example, one setup i have uses a 10 pts stop and a 5 pt and 7 pt target (two contracts)
even changing the stop (moved in) by 2 pts COMPLETELY changed the results of this setup, and even moving the target out by 2 pts did too!
this goes to show, among other things, that TA is not just about "patterns" and some such stuff (i don'[t really use them anyways, but i digress). it is about developing setups based on PRICE (all TA is based on price, or a derivative of same) that have positive expectancy given the parameters used (when entered, contraindications, target, stop, etc.)
a classic mantra of "let your winners ride and cut your losses short" may work great with SOME setups in trading (and i am talking trading here, not investing) but NOT with others.
your targets and stops need to be logical for the structure of the setup you are trading, and the market you are trading
i've found that many of my setups that work GREAT with YM, for instance, do not work at all with ES (negative expectancy).
a number of theories why (price weighted vs. cap weighted? # of issues present, spread, etc.) but it was statistics that, among other things led me TO YM (vs. ES) simply because the statistics showed much better results using the same parameters.
also, can look at adverse moves for example to more finely tune parameters.
also, a big thing for me is to look at the stats for contraindicating factors. iow, i look at the losing trades for a setup and try to find commonalities . keeping out of bad trades more important than finding good ones imo