Positive False Discovery Rate Estimate in Step-Wise Variable Selection

DOI10.1080/03610910701569614zbMath1126.62106OpenAlexW1968131980MaRDI QIDQ5436433

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Publication date: 16 January 2008

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910701569614

zbMATH Keywords

cross-validationvariable selectionpharmacogeneticsmultiple-comparisonstamoxifen data

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Statistical ranking and selection procedures (62F07) Paired and multiple comparisons; multiple testing (62J15)

Cites Work

• Asymptotics for Lasso-type estimators.
• The control of the false discovery rate in multiple testing under dependency.
• Some results on false discovery rate in stepwise multiple testing procedures.
• Significance analysis of microarrays applied to the ionizing radiation response
• Empirical Bayes Analysis of a Microarray Experiment
• A Direct Approach to False Discovery Rates
• A Model Selection Approach for the Identification of Quantitative Trait Loci in Experimental Crosses
• The Relationship between Variable Selection and Data Agumentation and a Method for Prediction
• Linear Model Selection by Cross-Validation

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