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Two simple sufficient conditions for FDR control
False Discovery Rate multiple testing step-up step-down weighted p-values PRDS condition
2009/9/16
We show that the control of the false discovery rate (FDR) for a multiple testing procedure is implied by two coupled simple sufficient conditions. The first one, which we call ``self-consistency cond...
An adaptive step-down procedure with proven FDR control under independence
Multiple testing false discovery rate
2010/3/19
In this work we study an adaptive step-down procedure for testing
m hypotheses. It stems from the repeated use of the false discovery
rate controlling the linear step-up procedure (sometimes called
...
Adaptive FDR control under independence and dependence
Adaptive FDR control independence dependence
2010/4/30
In the context of multiple hypotheses testing, the proportion 0 of true null hypotheses
in the pool of hypotheses to test often plays a crucial role, although it is generally
unknown a priori. A te...