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A simple and robust method for partially matched samples using the p-values pooling approach

  • Pfizer

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

This paper focuses on statistical analyses in scenarios where some samples from the matched pairs design are missing, resulting in partially matched samples. Motivated by the idea of meta-analysis, we recast the partially matched samples as coming from two experimental designs and propose a simple yet robust approach based on the weighted Z-test to integrate the p-values computed from these two designs. We show that the proposed approach achieves better operating characteristics in simulations and a case study, compared with existing methods for partially matched samples.

Original languageEnglish
Pages (from-to)3247-3259
Number of pages13
JournalStatistics in Medicine
Volume32
Issue number19
DOIs
StatePublished - Aug 30 2013

Keywords

  • False discovery rate
  • Meta-analysis
  • Microarray
  • Weighted Z-test

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