For a given threshold eta, the likelihood-ratio method uniformly has the highest value of this accordingto the Neyman-Pearson lemma. A decrease in this quantity is the main cost of using a non-parametricprocedure over a parametric one. This value depends on the effect size, the sample size, and thesignificance criterion used. This value is equal to
For a given threshold eta, the likelihood-ratio method uniformly has the highest value of this accordingto the Neyman-Pearson lemma. A decrease in this quantity is the main cost of using a non-parametricprocedure over a parametric one. This value depends on the effect size, the sample size, and thesignificance criterion used. This value is equal to one minus beta, or alternately, it is the probability of notcommitting a type two error. For 10 points, name this measure of the effectiveness of a statistical test,which is the probability that it will reject the null hypothesis when the null hypothesis is false.
For a given threshold eta, the likelihood-ratio method uniformly has the highest value of this accordingto the Neyman-Pearson lemma.
statistical power