Statistical inference: A comparison of hypothesis testing and estimation

Abstract We compare two types of statistical inference: null hypothesis significance testing and estimation with confidence intervals. We discuss four advantages of confidence intervals versus null hypothesis significance testing procedures. An argument is presented to encourage researchers to adopt confidence intervals whenever possible.