117 citations · 257 across the 5 of their papers we have counts for
5 papers
Multiple testing of local maxima for detection of peaks in ChIP-Seq data
Armin Schwartzman, Andrew Jaffe, Yulia Gavrilov +1
A topological multiple testing approach to peak detection is proposed for the problem of detecting transcription factor binding sites in ChIP-Seq data. After kernel smoothing of th…
Multiple testing of local maxima for detection of peaks in 1D
Armin Schwartzman, Yulia Gavrilov, Robert J. Adler
A topological multiple testing scheme for one-dimensional domains is proposed where, rather than testing every spatial or temporal location for the presence of a signal, tests are…
Peak Detection as Multiple Testing
Armin Schwartzman, Yulia Gavrilov, Robert J. Adler
This paper considers the problem of detecting equal-shaped non-overlapping unimodal peaks in the presence of Gaussian ergodic stationary noise, where the number, location and heigh…
A simple forward selection procedure based on false discovery rate control
Yoav Benjamini, Yulia Gavrilov
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 o…
An adaptive step-down procedure with proven FDR control under independence
Yulia Gavrilov, Yoav Benjamini, Sanat K. Sarkar
In this work we study an adaptive step-down procedure for testing hypotheses. It stems from the repeated use of the false discovery rate controlling the linear step-up procedur…