3 papers
stat.ME2020
Beyond unidimensional poverty analysis using distributional copula models for mixed ordered-continuous outcomes
Maike Hohberg, Francesco Donat, Giampiero Marra +1
Poverty is a multidimensional concept often comprising a monetary outcome and other welfare dimensions such as education, subjective well-being or health, that are measured on an o…
stat.ME2020
A flexible adaptive lasso Cox frailty model based on the full likelihood
Maike Hohberg, Andreas Groll
In this work a method to regularize Cox frailty models is proposed that accommodates time-varying covariates and time-varying coefficients and is based on the full instead of the p…
stat.AP2018
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…