Nature Communications (Nov 2018)

Detecting heritable phenotypes without a model using fast permutation testing for heritability and set-tests

  • Regev Schweiger,
  • Eyal Fisher,
  • Omer Weissbrod,
  • Elior Rahmani,
  • Martina Müller-Nurasyid,
  • Sonja Kunze,
  • Christian Gieger,
  • Melanie Waldenberger,
  • Saharon Rosset,
  • Eran Halperin

DOI
https://doi.org/10.1038/s41467-018-07276-w
Journal volume & issue
Vol. 9, no. 1
pp. 1 – 9

Abstract

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Standard approaches for heritability and set testing in statistical genetics rely on parametric models that might not hold in reality and give inflated p-values. Here, the authors develop a fast method for permutation-based testing of marker sets and of heritability that does not suffer from model misspecification.