A simple forward selection procedure based on false discovery rate control (2009)
Benjamini, Yoav, Gavrilov, Yulia
We propose the use of a new false discovery rate (FDR) controlling procedure as a model selection penalized method, and compare its performance to that of other penalized methods over a wide range of...
An adaptive step-down procedure with proven FDR control under independence (2009)
Gavrilov, Yulia, Benjamini, Yoav, Sarkar, Sanat K.
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...
Comment: Microarrays, Empirical Bayes and the Two-Groups Model (2008)
Comment on ``Microarrays, Empirical Bayes and the Two-Groups Model'' [arXiv:0808.0572]
the brain: searching for diamonds in the hay (2008)
Anat Reiner, Daniel Yekutieli, Noah E. Letwin, Gregory I. Elmer, Norman H. Lee, Neri Kafkafi, ...
quantitative behavioral traits with gene expression in
Mouse Cognition-Related Behavior in the Open-Field: Emergence of Places of Attraction (2008)
Anna Dvorkin, Yoav Benjamini, Ilan Golani
Spatial memory is often studied in the Morris Water Maze, where the animal's spatial orientation has been shown to be mainly shaped by distal visual cues. Cognition-related behavior has also been...
Reiner-Benaim, Anat, Yekutieli, Daniel, Letwin, Noah E., Elmer, Gregory I., Lee, Norman H., Kafkafi, Neri, ...
Gene expression and phenotypic functionality can best be associated when they are measured quantitatively within the same experiment. The analysis of such a complex experiment is presented, searching...
Golland, Yulia, Bentin, Shlomo, Gelbard, Hagar, Benjamini, Yoav, Heller, Ruth, Nir, Yuval, ...
When exposing subjects to a continuous segment of an audiovisual movie, a large expanse of human cortex, especially in the posterior half of the cerebral cortex, shows stimulus-driven activity....
Adapting to unknown sparsity by controlling the false discovery rate (2006)
Abramovich, Felix, Benjamini, Yoav, Donoho, David L., Johnstone, Iain M.
We attempt to recover an n-dimensional vector observed in white noise, where n is large and the vector is known to be sparse, but the degree of sparsity is unknown. We consider three different ways...
Adaptive linear step-up procedures that control the false discovery rate (2006)
Benjamini, Yoav, Krieger, Abba M., Yekutieli, Daniel
The linear step-up multiple testing procedure controls the false discovery rate at the desired level q for independent and positively dependent test statistics. When all null hypotheses are true, and...
Golland, Yulia, Bentin, Shlomo, Gelbard, Hagar, Benjamini, Yoav, Heller, Ruth, Nir, Yuval, ...
When exposing subjects to a continuous segment of an audiovisual movie, a large expanse of human cortex, especially in the posterior half of the cerebral cortex, shows stimulus-driven activity....
Golland, Yulia, Bentin, Shlomo, Gelbard, Hagar, Benjamini, Yoav, Heller, Ruth, Nir, Yuval, ...
When exposing subjects to a continuous segment of an audiovisual movie, a large expanse of human cortex, especially in the posterior half of the cerebral cortex, shows stimulus-driven activity....
Adapting to Unknown Sparsity by controlling the False Discovery Rate (2005)
Abramovich, Felix, Benjamini, Yoav, Donoho, David L., Johnstone, Iain M.
We attempt to recover an $n$-dimensional vector observed in white noise, where $n$ is large and the vector is known to be sparse, but the degree of sparsity is unknown. We consider three different...
Ethnic segregation in Tel-Aviv – Jaffa (2004)
In the article analysis of the segregation of 1000 representatives of eight important ethnicgroups in Tel-Aviv – Jaffa is represented. The comparison of results was made on the basisof index of...
Identifying differentially expressed genes using false discovery rate controlling procedures (2003)
Reiner, Anat, Yekutieli, Daniel, Benjamini, Yoav
Motivation: DNA microarrays have recently been used for the purpose of monitoring expression levels of thousands of genes simultaneously and identifying those genes that are differentially expressed....
John W. Tukey's contributions to multiple comparisons (2002)
This article provides a historical overview of the philosophical, theoretical and practical contributions made by John Tukey to the field of simultaneous inference. His early work, culminating in the...
The control of the false discovery rate in multiple testing under dependency (2001)
Benjamini, Yoav, Yekutieli, Daniel
Benjamini and Hochberg suggest that the false discovery rate may be the appropriate error rate to control in many applied multiple testing problems. A simple procedure was given there as an FDR...
The control of the false discovery rate in multiple testing under dependency (2001)
Yoav Benjamini, Daniel Yekutieli
Benjamini and Hochberg suggest that the false discovery rate may be the appropriate error rate to control in many applied multiple testing problems. A simple procedure was given there as an FDR...
Adapting to unknown sparsity by controlling the false discovery rate (2000)
Felix Abramovich, Yoav Benjamini, David Donoho, Iain Johnstone
We attempt to recover a high-dimensional vector observed in white noise, where the vector is known to be sparse, but the degree of sparsity is unknown. We consider three di#erent ways of defining...
Adapting to Unknown Sparsity by controlling the False Discovery Rate (2000)
Felix Abramovich, Yoav Benjamini, David Donoho, Iain Johnstone
We attempt to recover a high-dimensional vector observed in white noise, where the vector is known to be sparse, but the degree of sparsity is unknown. We consider three dierent ways of dening...
Adaptive Thresholding Of Wavelet Coefficients (1996)
Felix Abramovich, Yoav Benjamini
Wavelet techniques have become an attractive and efficient tool in function estimation. Given noisy data, its discrete wavelet transform is an estimator of the wavelet coefficients. It has been shown...
Thresholding Of Wavelet Coefficients As Multiple Hypotheses Testing Procedure (1995)
Felix Abramovich, Yoav Benjamini
Given noisy signal, its finite discrete wavelet transform is an estimator of signal's wavelet expansion coefficients. An appropriate thresholding of coefficients for further reconstruction of...
Felix Abramovich, Yoav Benjamini
Wavelet techniques have become an attractive and efficient tool in function estimation. Given noisy data, its discrete wavelet transform is an estimator of the wavelet coefficients. It has been shown...
The behavior of the t-test when the parent distribution is long-tailed / (1981)
Proefschrift Princeton, Princeton University.
Genotype–environment interactions in mouse behavior: A way out of the problem
Kafkafi, Neri, Benjamini, Yoav, Sakov, Anat, Elmer, Greg I., Golani, Ilan
In behavior genetics, behavioral patterns of mouse genotypes, such as inbred strains, crosses, and knockouts, are characterized and compared to associate them with particular gene loci. Such genotype...
Quantitative Trait Loci Analysis Using the False Discovery Rate
Benjamini, Yoav, Yekutieli, Daniel
False discovery rate control has become an essential tool in any study that has a very large multiplicity problem. False discovery rate-controlling procedures have also been found to be very...
Genotype–environment interactions in mouse behavior: A way out of the problem
Kafkafi, Neri, Benjamini, Yoav, Sakov, Anat, Elmer, Greg I., Golani, Ilan
In behavior genetics, behavioral patterns of mouse genotypes, such as inbred strains, crosses, and knockouts, are characterized and compared to associate them with particular gene loci. Such genotype...
Quantitative Trait Loci Analysis Using the False Discovery Rate
Benjamini, Yoav, Yekutieli, Daniel
False discovery rate control has become an essential tool in any study that has a very large multiplicity problem. False discovery rate-controlling procedures have also been found to be very...
Mouse Cognition-Related Behavior in the Open-Field: Emergence of Places of Attraction
Dvorkin, Anna, Benjamini, Yoav, Golani, Ilan
Spatial memory is often studied in the Morris Water Maze, where the animal's spatial orientation has been shown to be mainly shaped by distal visual cues. Cognition-related behavior has also been...
Approaches to multiplicity issues in complex research in microarray analysis
Daniel Yekutieli, Anat Reiner-Benaim, Yoav Benjamini, Gregory I. Elmer, Neri Kafkafi, Noah E. Letwin, ...
Adaptive linear step-up procedures that control the false discovery rate
Yoav Benjamini, Abba M. Krieger, Daniel Yekutieli
The linear step-up multiple testing procedure controls the false discovery rate at the desired level q for independent and positively dependent test statistics. When all null hypotheses are true, and...