Peter J. Bickel

One-Step Huber Estimates in the Linear Model

Abstract Simple "one-step" versions of Huber's (M) estimates for the linear model are introduced. Some relevant Monte Carlo results obtained in the Princeton project [1] are sin...

One-Step Huber Estimates in the Linear Model

Abstract Simple "one-step" versions of Huber's (M) estimates for the linear model are introduced. Some relevant Monte Carlo results obtained in the Princeton project [1] are sin...

ChIP-seq guidelines and practices of the ENCODE and modENCODE consortia

Chromatin immunoprecipitation (ChIP) followed by high-throughput DNA sequencing (ChIP-seq) has become a valuable and widely used approach for mapping the genomic location of tra...

Systematic evaluation of factors influencing ChIP-seq fidelity

The developmental transcriptome of Drosophila melanogaster

A Distribution Free Version of the Smirnov Two Sample Test in the $p$-Variate Case

Some Asymptotic Theory for the Bootstrap

Efron's "bootstrap" method of distribution approximation is shown to be asymptotically valid in a large number of situations, including $t$-statistics, the empirical and quantil...