Modular regression - a Lego system for building structured additive distributional regression models with tensor product interactions

Author:

Kneib Thomas,Klein Nadja,Lang Stefan,Umlauf Nikolaus

Funder

Deutsche Forschungsgemeinschaft

Publisher

Springer Science and Business Media LLC

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference46 articles.

1. Adler D, Kneib T, Lang S, Umlauf N, Zeileis A (2012) BayesXsrc: R Package Distribution of the BayesX C++ Sources. R package version 3.0-0. https://CRAN.R-project.org/package=BayesXsrc . Accessed 29 Jan 2019

2. Belitz C, Brezger A, Klein N, Kneib T, Lang S, Umlauf N (2015) BayesX—Software for Bayesian inference in structured additive regression models. Version 3.0.2. http://www.bayesx.org . Accessed 29 Jan 2019

3. Besag J, Higdon D (1999) Bayesian analysis of agricultural field experiments. J R Stat Soc Ser B (Methodol) 61:691–746

4. Brezger A, Lang S (2006) Generalized structured additive regression based on Bayesian P-splines. Comput Stat Data Anal 50:967–991

5. Fahrmeir L, Kneib T (2011) Bayesian smoothing and regression for longitudinal, spatial and event history data. Oxford University Press, New York

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