Quote from cdcaveman:
There's nothing quantitative about that either.. a "chance" ... You buy or sell an option based on a model of what it should be priced at.. That model is derived from some quantitative study.. ATM is no different then OTM .. They are all priced on a future distribution of prices in which most times , or on average , over the long term you will not make money..
You have to create some measure in which to price the options against.. Even if thats a directional backtested strategy in which you use options to limit risk and change the risk reward profile of the strategy.. Although even then if you don't have your on volatility assumption as well , you can be right on direction and still lose..