Optimal screening and discovery of sparse signals with applications to multistage high throughput studies

Optimal Detection of Sparse Mixtures Against a Given Null Distribution

(2014) Tony T. Cai et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

UPS delivers optimal phase diagram in high-dimensional variable selection

(2012) Pengsheng Ji et al.   ANNALS OF STATISTICS

Sequential stopping for high-throughput experiments

(2012) D. Rossell et al.   BIOSTATISTICS

A Novel Inhibitor of Amyloid β (Aβ) Peptide Aggregation

(2012) Angela Fortner McKoy et al.   JOURNAL OF BIOLOGICAL CHEMISTRY

Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation

(2011) Jarvis Haupt et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Optimal detection of heterogeneous and heteroscedastic mixtures

(2011) T. Tony Cai et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

The sequential rejection principle of familywise error control

(2010) Jelle J. Goeman et al.   ANNALS OF STATISTICS

Ultrahigh-throughput screening in drop-based microfluidics for directed evolution

(2010) J. J. Agresti et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

High-dimensional variable selection

(2009) Larry Wasserman et al.   ANNALS OF STATISTICS

Hunting for Significance With the False Discovery Rate

(2009) Martin Posch et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Sequential Design for Microarray Experiments

(2009) Gilles Durrieu et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Statistical methods for analysis of high-throughput RNA interference screens

(2009) Amanda Birmingham et al.   NATURE METHODS

Multiple testing on the directed acyclic graph of gene ontology

(2008) Jelle J. Goeman et al.   BIOINFORMATICS

Hierarchical testing of variable importance

(2008) N. Meinshausen   BIOMETRIKA

Hierarchical False Discovery Rate–Controlling Methodology

(2008) Daniel Yekutieli   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Proportion of non-zero normal means: universal oracle equivalences and uniformly consistent estimators

(2008) Jiashun Jin   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Optimized multi-stage designs controlling the false discovery or the family-wise error rate

(2008) Sonja Zehetmayer et al.   STATISTICS IN MEDICINE