Les p-values comme votes d'experts
统计理论
2007-06-13 v1 统计理论
摘要
The p-values are often implicitly used as a measure of evidence for the hypotheses of the tests. This practice has been analyzed with different approaches. It is generally accepted for the one-sided hypothesis problem, but it is often criticized for the two-sided hypothesis problem. We analyze this practice with a new approach to statistical inference. First we select good decision rules without using a loss function, we call them experts. Then we define a probability distribution on the space of experts. The measure of evidence for a hypothesis is the inductive probability of experts that decide this hypothesis.
引用
@article{arxiv.math/0602121,
title = {Les p-values comme votes d'experts},
author = {Guy Morel},
journal= {arXiv preprint arXiv:math/0602121},
year = {2007}
}