Constrained Bayesian Methods for Testing Directional Hypotheses Restricted False Discovery Rates - Juniper Publishers

Biostatistics and Biometrics - Juniper Publishers Abstract Constrained Bayesian method (CBM) and the concept of false discovery rates (FDR) for testing directional hypotheses is considered in the paper. Here is shown that the direct application of CBM allows us to control FDR on the desired level. Theoretically it is proved that mixed directional false discovery rates (mdFDR) are restricted on the desired levels at the suitable choice of restriction levels at different statements of CBM. T