Author Umlauf, Nikolaus
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2012 | Journal Article
Multilevel structured additive regression
Lang, S.; Umlauf, N.; Wechselberger, P.; Harttgen, K. & Kneib, T. (2012)
Statistics and Computing, 24(2) pp. 223-238. DOI: https://doi.org/10.1007/s11222-012-9366-0
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2015 | Journal Article |
Structured Additive Regression Models: An R Interface to BayesX
Umlauf, N.; Adler, D.; Kneib, T. ; Lang, S. & Zeileis, A. (2015)
Journal of Statistical Software, 63(21) pp. 1-46. DOI: https://doi.org/10.18637/jss.v063.i21
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2018 | Journal Article
A primer on Bayesian distributional regression
Umlauf, N. & Kneib, T. (2018)
Statistical Modelling, 18(3-4) pp. 219-247. DOI: https://doi.org/10.1177/1471082X18759140
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2019 | Journal Article
LASSO-type penalization in the framework of generalized additive models for location, scale and shape
Groll, A.; Hambuckers, J.; Kneib, T. & Umlauf, N. (2019)
Computational Statistics & Data Analysis, 140 pp. 59-73. DOI: https://doi.org/10.1016/j.csda.2019.06.005
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2019 | Journal Article
Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions
Kneib, T. ; Klein, N.; Lang, S. & Umlauf, N. (2019)
Test: an official journal of the Spanish Society of Statistics and Operations Research, 28(1) pp. 1-39. DOI: https://doi.org/10.1007/s11749-019-00631-z
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2019 | Journal Article
Rejoinder on: Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions
Kneib, T. ; Klein, N.; Lang, S. & Umlauf, N. (2019)
Test: an official journal of the Spanish Society of Statistics and Operations Research, 28(1) pp. 55-59. DOI: https://doi.org/10.1007/s11749-019-00636-8
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2019 | Preprint
Bayesian Gaussian distributional regression models for more efficient norm estimation
Voncken, L.; Kneib, T. ; Albers, C. J; Umlauf, N.& Timmerman, M. (2019). DOI: https://doi.org/10.31234/osf.io/7j8ym
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2020 | Journal Article
Bayesian Gaussian distributional regression models for more efficient norm estimation
Voncken, L.; Kneib, T. ; Albers, C. J.; Umlauf, N. & Timmerman, M. E. (2020)
British Journal of Mathematical and Statistical Psychology, 74(1) pp. 99-117. DOI: https://doi.org/10.1111/bmsp.12206
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2023 | Journal Article
A multilevel analysis of real estate valuation using distributional and quantile regression
Razen, A.; Brunauer, W.; Klein, N.; Kneib, T.; Lang, S. & Umlauf, N. (2023)
Statistical Modelling, art. 1471082X2311572. DOI: https://doi.org/10.1177/1471082X231157205
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