3 papers
stat.ME2022
Joint Count Transformation Models with Covariate-dependent Correlations
Lukas Graz, Luisa Barbanti, Roland Brandl +1
Joint Species Distribution Models are essential for understanding how ecological covariates shape species communities. However, most existing approaches are limited by rigid parame…
stat.ME2019
A Transformation Perspective on Marginal and Conditional Models
Luisa Barbanti, Torsten Hothorn
Clustered observations are ubiquitous in controlled and observational studies and arise naturally in multi-centre trials or longitudinal surveys. We present a novel model for the a…
stat.ME2019
Multivariate Conditional Transformation Models
Nadja Klein, Torsten Hothorn, Luisa Barbanti +1
Regression models describing the joint distribution of multivariate response variables conditional on covariate information have become an important aspect of contemporary regressi…