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David Siegmund
Researcher at Stanford University
Publications - 132
Citations - 10710
David Siegmund is an academic researcher from Stanford University. The author has contributed to research in topics: Random variable & Random field. The author has an hindex of 44, co-authored 131 publications receiving 10174 citations. Previous affiliations of David Siegmund include Northwestern University & Columbia University.
Papers
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Journal ArticleDOI
Strong control, conservative point estimation and simultaneous conservative consistency of false discovery rates: a unified approach
TL;DR: In this article, it was shown that the goal of the two approaches are essentially equivalent, and that the FDR point estimates can be used to define valid FDR controlling procedures in both finite sample and asymptotic settings.
Book
Sequential Analysis: Tests and Confidence Intervals
TL;DR: In this paper, the authors introduce the sequential probability ratio test (SPRT), a test for estimating the probability of a given event to be true, and a series of other tests with curved stopping boundary crossing problems.
Journal ArticleDOI
Maximally Selected Chi Square Statistics
Rupert G. Miller,David Siegmund +1 more
TL;DR: In this paper, the authors compare two samples by selecting a cut point and then forming a 2 x 2 table of the numbers of observations above and below the cut point in each sample.
Journal ArticleDOI
A modified Bayes information criterion with applications to the analysis of comparative genomic hybridization data.
Nan Zhang,David Siegmund +1 more
TL;DR: The modified BIC is derived by asymptotic approximation of the Bayes factor for the model of Brownian motion with changing drift and performs well compared to existing methods in accurately choosing the number of regions of changed copy number.