138 citations · 532 across the 35 of their papers we have counts for
3 papers · 1 filter
Lost in translation: On the impact of data coding on penalized regression with interactions
Johannes W R Martini, Francisco Rosales, Ngoc-Thuy Ha +3
Penalized regression approaches are standard tools in quantitative genetics. It is known that the fit of an \emph{ordinary least squares} (OLS) regression is independent of certain…
Treatment effects beyond the mean using GAMLSS
Maike Hohberg, Peter Pütz, Thomas Kneib
This paper introduces distributional regression, also known as generalized additive models for location, scale and shape (GAMLSS), as a modeling framework for analyzing treatment e…
Conditional Model Selection in Mixed-Effects Models with cAIC4
Benjamin Säfken, David Rügamer, Thomas Kneib +1
Model selection in mixed models based on the conditional distribution is appropriate for many practical applications and has been a focus of recent statistical research. In this pa…