There is a surprising lack of consensus on how to do statistics, especially as applies to science. As the tool that underpins the scientific enterprise, you'd think we would have figured it out by now. You'd be wrong. The mathematical proofs are, of course, very rarely disputed. The use of mathematics is much more often disputed. Why do these disputes arise? I've observed five different types. Disputes in Applications of Statistics to Science (1) Disputes over philosophy: Exa...