2 papers
stat.ME2026
Robust and Scalable Sure Screening of Fixed effects in Ultrahigh-dimensional Linear Mixed Models
Abhik Ghosh, Magne Thoresen
In modern applications of linear mixed models, the number of candidate fixed-effects covariates can grow exponentially with the sample size, while dependence induced by random effe…
stat.ME2024
Robust Genomic Prediction and Heritability Estimation using Density Power Divergence
Upama Paul Chowdhury, Ronit Bhattacharjee, Susmita Das +1
This manuscript delves into the intersection of genomics and phenotypic prediction, focusing on the statistical innovation required to navigate the complexities introduced by noisy…