Distribution-free tests for sparse heterogeneous mixtures

Optimal Detection of Sparse Mixtures Against a Given Null Distribution

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

Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism

(2011) Ery Arias-Castro et al.   ANNALS OF STATISTICS

Optimal detection of heterogeneous and heteroscedastic mixtures

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

Robustness and accuracy of methods for high dimensional data analysis based on Student's t-statistic

(2011) Aurore Delaigle et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Innovated higher criticism for detecting sparse signals in correlated noise

(2010) Peter Hall et al.   ANNALS OF STATISTICS

Detection boundary in sparse regression

(2010) Yuri I. Ingster et al.   Electronic Journal of Statistics

Properties of higher criticism under strong dependence

(2008) Peter Hall et al.   ANNALS OF STATISTICS