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 …
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 …
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 …
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
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 …
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 …
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
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 …
the familywise error rate (FWER) in multiple testing problems. Since then, researchers have …
On stepdown control of the false discovery proportion
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 …
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 …
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 …
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 …
discovery rate while incorporating prior information about the hypotheses. The prior …