grenander.ebp

 Grenander estimation 

Performs hybrid multiple testing that incorporates method
selection and assumption evaluations into the analysis using
empirical Bayes probability (EBP) estimates obtained by
Grenander density estimation. For instance, for 3-group
comparison analysis, Hybrid Multiple testing considers EBPs as
weighted EBPs between F-test and H-test with EBPs from Shapiro
Wilk test of normality as weigth. Instead of just using EBPs
from F-test only or using H-test only, this methodology
combines both types of EBPs through EBPs from Shapiro Wilk test
of normality. This methodology uses then the law of total EBPs.

Demba Fofana

HybridMTest

Hybrid Multiple Testing

grenander.ebp function

Grenander EBP.

vector of Grenander PDF estimates corresponding to the input vector of p-values

pval.pdf

vector of Grenander EBP estimates corresponding to the input vector of p-values

grenander.ebp: Grenander EBP.

Description

Usage

Arguments

Value

References

Examples