Statistical hypothesis testing: Problems and alternatives

Abstract

Scientists must make decisions based on experimental data and often use statistical hypothesis tests, either formally or via P values, as the basis for such decisions. However, these tests are designed for answering questions which are almost never of scientific relevance. This paper demonstrates this problem and discusses specific alternative methods.