A power analysis is a statistical process to estimate the probability of rejecting the null hypothesis given that it is actually untrue for a specified minimum effect size. Power analysis is thus tied closely to the concept of hypothesis testing (discussed elsewhere in this FAQ). Generally there are four main parameters involved in a power analysis, the sample size, effect size, alpha and power.