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.ME2025
A Computationally Efficient Approach to False Discovery Rate Control and Power Maximisation via Randomisation and Mirror Statistic
Marco Molinari, Magne Thoresen
Simultaneously performing variable selection and inference in high-dimensional regression models is an open challenge in statistics and machine learning. The increasing availabilit…