With regard to choosing a 100(1 − ) percent confidence interval for estimation, when compared with a 100(1 − ) percent confidence interval for hypothesis testing, important distinctions arise. The most obvious difference in the present context is that represents the probability of obtaining a confidence interval with an observed w that is larger than the specified w, whereas alpha is the probability of rejecting a null hypothesis that is true.