Estimation of the proportion of true null hypotheses in high-dimensional data under dependence

Computational Statistics and Data Analysis

Volumn 55, Issue 9, 2011, Pages 2665-2676

  Friguet, Chlo ^a   Causeur, David ^a  

^a AGROCAMPUS OUEST   (France)

Author keywords

Dependence; High dimension; Multiple hypothesis testing; Proportion of true null hypotheses

Indexed keywords

ACCURATE ESTIMATION; BIAS AND VARIANCE; BIOLOGICAL INTERPRETATION; DEPENDENCE; DIFFERENTIAL ANALYSIS; ERROR RATE; ESTIMATION PROCEDURES; FALSE DISCOVERY RATE; HIGH DIMENSION; HIGH DIMENSIONAL DATA; MULTIPLE TESTING; MULTIPLE-HYPOTHESIS TESTING; NULL HYPOTHESIS; P-VALUES; PROPORTION OF TRUE NULL HYPOTHESES; STANDARD PROCEDURES; TWO-COMPONENT MIXTURES; UNIFORM DISTRIBUTION;

ESTIMATION;

STATISTICAL TESTS;

EID: 79956150962     PISSN: 01679473     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.csda.2011.03.016     Document Type: Article

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