Boosting heritability: estimating the genetic component of phenotypic variation with multiple sample splitting

HIGHLIGHTS

  • who: The Tien Mai from the Department of Biostatistics, University of Oslo, Oslo have published the article: Boosting heritability: estimating the genetic component of phenotypic variation with multiple sample splitting, in the Journal: (JOURNAL)
  • what: The authors propose a generic strategy for heritability inference termed as "boosting heritability" by combining advantageous features of different recent methods to produce an estimate of heritability with a high-dimensional linear model. The authors focus on the high-dimensional linear regression model with fixed effects, where no distributional assumption on the effect sizes is made. To achieve more reliable . . .

     

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