Bayesian Effect Selection in Structured Additive Distributional Regression Models

Nadja Klein; Manuel Carlan; Thomas Kneib; Stefan Lang; Helga Wagner

doi:10.1214/20-BA1214

Bayesian Effect Selection in Structured Additive Distributional Regression Models

Nadja Klein
, Manuel Carlan
, Thomas Kneib
, Stefan Lang
, Helga Wagner

Department of Medical Statistics and Biometry

Research output: Contribution to journal › Article › peer-review

Original language	English
Pages (from-to)	545-573
Number of pages	29
Journal	Bayesian Analysis
Issue number	16
DOIs	https://doi.org/10.1214/20-BA1214
Publication status	Published - 2021

Fields of science

101018 Statistics
102009 Computer simulation
102035 Data science
502025 Econometrics

JKU Focus areas

Digital Transformation

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10.1214/20-BA1214

Cite this

@article{b4e6a5354294403db96c6d9f97f8f3c5,

title = "Bayesian Effect Selection in Structured Additive Distributional Regression Models",

author = "Nadja Klein and Manuel Carlan and Thomas Kneib and Stefan Lang and Helga Wagner",

year = "2021",

doi = "10.1214/20-BA1214",

language = "English",

pages = "545--573",

journal = "Bayesian Analysis",

issn = "1931-6690",

number = "16",

}

TY - JOUR

T1 - Bayesian Effect Selection in Structured Additive Distributional Regression Models

AU - Klein, Nadja

AU - Carlan, Manuel

AU - Kneib, Thomas

AU - Lang, Stefan

AU - Wagner, Helga

PY - 2021

Y1 - 2021

UR - http://science.thomsonreuters.com/cgi-bin/jrnlst/jloptions.cgi?PC=D

U2 - 10.1214/20-BA1214

DO - 10.1214/20-BA1214

M3 - Article

SN - 1931-6690

SP - 545

EP - 573

JO - Bayesian Analysis

JF - Bayesian Analysis

IS - 16

ER -

Bayesian Effect Selection in Structured Additive Distributional Regression Models

Fields of science

JKU Focus areas

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Other files and links

Bayesian statistics and MCMC methods

Model selection

Cite this

Bayesian Effect Selection in Structured Additive Distributional Regression Models

Fields of science

JKU Focus areas

Access to Document

Other files and links

Projects

Bayesian statistics and MCMC methods

Model selection

Cite this