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math.ST2016★ 2 cited
Heritability estimation of diseases in case-control studies
Anna Bonnet
In the field of genetics, the concept of heritability refers to the proportion of variations of a biological trait or disease that can be explained by genetic factors. Quantifying…
math.ST2014★ 3 cited
Heritability estimation in high dimensional linear mixed models
Anna Bonnet, Elisabeth Gassiat, Céline Lévy-Leduc
Motivated by applications in genetic fields, we propose to estimate the heritability in high dimensional sparse linear mixed models. The heritability determines how the variance is…