The package contains two functions: estim_herit computes heritability when the random effects follow either a Gaussian distribution or a mixture of a Dirac and a Gaussian distribution. It also provides a confidence interval of heritability when the random effects are Gaussian. The function data_simu allows the user to generate dataset which are compatible wit the arguments of HiLMM.
Anna Bonnet <email@example.com>
The method is developped in the paper "Heritability estimation in sparse high dimensional linear mixed models" (A.Bonnet,E.Gassiat,C.Levy-Leduc,2014)
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