The success level is unaffected by stats. It's debated whether or not depleting the HP of the monster ahead of using the taming product improves chances of success - no statistically sizeable assessments have already been posted (possibly owing towards the rarity of taming items). It is usually debated whether or not applying Provoke to the monster