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Nadja Klein
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BayesX-Software for Bayesian inference in structured additive regression models
NU Christiane Belitz, Andreas Brezger, Thomas Kneib, Stefan Lang
Version 2 (1), 2009
168*2009
Bayesian structured additive distributional regression with an application to regional income inequality in Germany
N Klein, T Kneib, S Lang, A Sohn
The Annals of Applied Statistics 9 (2), 1024-1052, 2015
1312015
BAMLSS: Bayesian additive models for location, scale, and shape (and beyond)
N Umlauf, N Klein, A Zeileis
Journal of Computational and Graphical Statistics 27 (3), 612-627, 2018
1072018
BayesX-software for Bayesian inference in structured additive regression models: version 3.0
C Belitz, A Brezger, N Klein, T Kneib, S Lang, N Umlauf
URL http://www. bayesx.org, 2015
912015
Corridors restore animal-mediated pollination in fragmented tropical forest landscapes
U Kormann, C Scherber, T Tscharntke, N Klein, M Larbig, JJ Valente, ...
Proceedings of the Royal Society B: Biological Sciences 283 (1823), 20152347, 2016
862016
Bayesian generalized additive models for location, scale, and shape for zero-inflated and overdispersed count data
N Klein, T Kneib, S Lang
Journal of the American Statistical Association 110 (509), 405-419, 2015
852015
Bayesian structured additive distributional regression for multivariate responses
N Klein, T Kneib, S Klasen, S Lang
Journal of the Royal Statistical Society: Series C (Applied Statistics) 64 …, 2015
802015
More green space is related to less antidepressant prescription rates in the Netherlands: A Bayesian geoadditive quantile regression approach
M Helbich, N Klein, H Roberts, P Hagedoorn, PP Groenewegen
Environmental research 166, 290-297, 2018
772018
Nonlife ratemaking and risk management with Bayesian generalized additive models for location, scale, and shape
N Klein, M Denuit, S Lang, T Kneib
Insurance: Mathematics and Economics 55, 225-249, 2014
732014
Scale-dependent priors for variance parameters in structured additive distributional regression
N Klein, T Kneib
Bayesian Analysis 11 (4), 1071-1106, 2016
582016
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach
N Klein, T Kneib
Statistics and Computing 26 (4), 841-860, 2016
552016
Most likely transformations: The mlt package
T Hothorn
Journal of Statistical Software 92, 1-68, 2020
402020
Analysing farmland rental rates using Bayesian geoadditive quantile regression
A März, N Klein, T Kneib, O Musshoff
European Review of Agricultural Economics 43 (4), 663-698, 2016
332016
Semi-structured deep distributional regression: Combining structured additive models and deep learning
D Rügamer, C Kolb, N Klein
arXiv preprint arXiv:2002.05777, 2020
24*2020
Mixed binary‐continuous copula regression models with application to adverse birth outcomes
N Klein, T Kneib, G Marra, R Radice, S Rokicki, ME McGovern
Statistics in medicine 38 (3), 413-436, 2019
222019
Bayes X: Methodology Manual
C Belitz, A Brezger, N Klein, T Kneib, S Lang, N Umlauf
21*2015
Boosting joint models for longitudinal and time‐to‐event data
E Waldmann, D Taylor‐Robinson, N Klein, T Kneib, T Pressler, M Schmid, ...
Biometrical Journal 59 (6), 1104-1121, 2017
202017
Bayesian Structured Additive Distributional Regression
N Klein
182015
BayesX: R utilities accompanying the software package BayesX
T Kneib, F Heinzl, A Brezger, DS Bové, N Klein
R package version 0.2-5, URL http://CRAN. R-project. org/package= BayesX, 2011
182011
Multivariate conditional transformation models
N Klein, T Hothorn, L Barbanti, T Kneib
Scandinavian Journal of Statistics 49 (1), 116-142, 2022
172022
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