2 papers
stat.AP2025
Detecting gene-environment interactions to guide personalized intervention: boosting distributional regression for polygenic scores
Qiong Wu, Hannah Klinkhammer, Kiran Kunwar +3
Polygenic risk scores can be used to model the individual genetic liability for human traits. Current methods primarily focus on modeling the mean of a phenotype neglecting the var…
stat.ME2024
Boosting Distributional Copula Regression for Bivariate Right-Censored Time-to-Event Data
Guillermo Briseno-Sanchez, Nadja Klein, Andreas Groll +1
We propose a highly flexible distributional copula regression model for bivariate time-to-event data in the presence of right-censoring. The joint survival function of the response…