Some results on the control of the false discovery rate under dependence

A Farcomeni - Scandinavian Journal of Statistics, 2007 - Wiley Online Library
Controlling the false discovery rate (FDR) is a powerful approach to multiple testing, with
procedures developed with applications in many areas. Dependence among the test …

Exceedance control of the false discovery proportion

CR Genovese, L Wasserman - Journal of the American Statistical …, 2006 - Taylor & Francis
Multiple testing methods to control the false discovery rate, the expected proportion of falsely
rejected null hypotheses among all rejections, have received much attention. It can be …

More powerful control of the false discovery rate under dependence

A Farcomeni - Statistical Methods and Applications, 2006 - Springer
In a breakthrough paper, Benjamini and Hochberg (J Roy Stat Soc Ser B 57: 289–300,
1995) proposed a new error measure for multiple testing, the FDR; and developed a …

On control of the false discovery rate under no assumption of dependency

W Guo, MB Rao - Journal of Statistical Planning and Inference, 2008 - Elsevier
Most false discovery rate (FDR) controlling procedures require certain assumptions on the
joint distribution of p-values. Benjamini and Hochberg [1995. Controlling the false discovery …

On methods controlling the false discovery rate

SK Sarkar - Sankhyā: The Indian Journal of Statistics, Series A …, 2008 - JSTOR
A great upsurge in research has taken place during the last decade or so in the area of
multiple testing due to its increased relevance in modern scientific investigations. A major …

[HTML][HTML] Some step-down procedures controlling the false discovery rate under dependence

Y Ge, SC Sealfon, TP Speed - Statistica Sinica, 2008 - ncbi.nlm.nih.gov
Benjamini and Hochberg (1995) proposed the false discovery rate (FDR) as an alternative to
the familywise error rate (FWER) in multiple testing problems. Since then, researchers have …

On stepdown control of the false discovery proportion

JP Romano, AM Shaikh - Lecture Notes-Monograph Series, 2006 - JSTOR
Consider the problem of testing multiple null hypotheses. A classical approach to dealing
with the multiplicity problem is to restrict attention to procedures that control the familywise …

A step-down multiple hypotheses testing procedure that controls the false discovery rate under independence

Y Benjamini, W Liu - Journal of statistical planning and inference, 1999 - Elsevier
For the problems of multiple hypotheses testing, Benjamini and Hochberg (1995, J. Roy.
Statist. Soc. Ser. B 57, 289–300), proposed the control of the expected ratio of the number of …

A note on the adaptive control of false discovery rates

MA Black - Journal of the Royal Statistical Society Series B …, 2004 - academic.oup.com
The use of a fixed rejection region for multiple hypothesis testing has been shown to
outperform standard fixed error rate approaches when applied to control of the false …

False discovery control with p-value weighting

CR Genovese, K Roeder, L Wasserman - Biometrika, 2006 - academic.oup.com
We present a method for multiple hypothesis testing that maintains control of the false
discovery rate while incorporating prior information about the hypotheses. The prior …