Thomas Kneib

Conditional variable importance for random forests

Carolin Strobl, Anne‐Laure Boulesteix, Thomas Kneib et al. · BMC Bioinformatics · 2008 · 3.2K citations · Full text

Computing, Bioinformatics, Biostatistics +10

PENALIZED STRUCTURED ADDITIVE REGRESSION FOR SPACE-TIME DATA: A BAYESIAN PERSPECTIVE

Ludwig Fahrmeir, Thomas Kneib, Stefan Lang · 2004 · 336 citations · Full text

Computing, Biostatistics, Spatial Modeling +16

On the behaviour of marginal and conditional AIC in linear mixed models

Sonja Greven, Thomas Kneib · Biometrika · 2010 · 263 citations · Full text

Public Health, Biostatistics, Epidemiologic Methods +16

<i>BayesX</i>: Analyzing Bayesian Structured Additive Regression Models

Andreas Brezger, Thomas Kneib, Stefan Lang · Journal of Statistical Software · 2005 · 232 citations · Full text

Public Health, Biostatistics, Bayesian Biostatistics +16

Generalized Additive Models for Location, Scale and Shape for High Dimensional Data—A Flexible Approach Based on Boosting

Andreas Mayr, Nora Fenske, Benjamin Hofner et al. · Journal of the Royal Statistical Society Series C (Applied Statistics) · 2012 · 170 citations · Full text

Business, Urban Planning, Spatial Analysis +14