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Nadja Klein
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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
285*2015
Bayesian structured additive distributional regression with an application to regional income inequality in Germany
N Klein, T Kneib, S Lang, A Sohn
1582015
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
1562018
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
1182018
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
1102016
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
1052015
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
972015
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
882014
Scale-dependent priors for variance parameters in structured additive distributional regression
N Klein, T Kneib
722016
Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach
N Klein, T Kneib
Statistics and Computing 26, 841-860, 2016
692016
Semi-structured distributional regression
D Rügamer, C Kolb, N Klein
The American Statistician 78 (1), 88-99, 2024
46*2024
Bayes X: Methodology Manual
C Belitz, A Brezger, N Klein, T Kneib, S Lang, N Umlauf
44*2015
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
382016
BayesX-Software for Bayesian inference in structured additive regression models; 2015
C Belitz, A Brezger, T Kneib, S Lang, N Umlauf
URL http://www. BayesX. org/. Version 1, 596, 0
37*
bamlss: A Lego Toolbox for Flexible Bayesian Regression (and Beyond)
N Umlauf, N Klein, T Simon, A Zeileis
Journal of Statistical Software 100, 1-53, 2021
332021
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
312019
Multivariate conditional transformation models
N Klein, T Hothorn, L Barbanti, T Kneib
Scandinavian Journal of Statistics 49 (1), 116-142, 2022
302022
Quality and resource efficiency in hospital service provision: A geoadditive stochastic frontier analysis of stroke quality of care in Germany
C Pross, C Strumann, A Geissler, H Herwartz, N Klein
PloS one 13 (9), e0203017, 2018
302018
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
292017
Review of guidance papers on regression modeling in statistical series of medical journals
C Christine Wallisch, P Bach, L Hafermann, N Klein, W Sauerbrei, ...
PLoS ONE, 2022
282022
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