Structured Additive Regression Models: AnRInterface toBayesX

Journal of Statistical Software ◽

10.18637/jss.v063.i21 ◽

2015 ◽

Vol 63 (21) ◽

Author(s):

Nikolaus Umlauf ◽

Daniel Adler ◽

Thomas Kneib ◽

Stefan Lang ◽

Achim Zeileis

Keyword(s):

Regression Models ◽

Additive Regression ◽

Structured Additive Regression

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High dimensional structured additive regression models: Bayesian regularization, smoothing and predictive performance

Journal of the Royal Statistical Society Series C (Applied Statistics) ◽

10.1111/j.1467-9876.2010.00723.x ◽

2011 ◽

Vol 60 (1) ◽

pp. 51-70 ◽

Author(s):

Thomas Kneib ◽

Susanne Konrath ◽

Ludwig Fahrmeir

Keyword(s):

Regression Models ◽

Predictive Performance ◽

High Dimensional ◽

Bayesian Regularization ◽

Additive Regression ◽

Structured Additive Regression

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Using Structured Additive Regression Models to Estimate Risk Factors of Malaria: Analysis of 2010 Malawi Malaria Indicator Survey Data

PLoS ONE ◽

10.1371/journal.pone.0101116 ◽

2014 ◽

Vol 9 (7) ◽

pp. e101116 ◽

Author(s):

James Chirombo ◽

Rachel Lowe ◽

Lawrence Kazembe

Keyword(s):

Risk Factors ◽

Survey Data ◽

Regression Models ◽

Malaria Indicator Survey ◽

Additive Regression ◽

Structured Additive Regression

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Spike-and-Slab Priors for Function Selection in Structured Additive Regression Models

Journal of the American Statistical Association ◽

10.1080/01621459.2012.737742 ◽

2012 ◽

Vol 107 (500) ◽

pp. 1518-1532 ◽

Author(s):

Fabian Scheipl ◽

Ludwig Fahrmeir ◽

Thomas Kneib

Keyword(s):

Regression Models ◽

Function Selection ◽

Additive Regression ◽

Structured Additive Regression

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Propriety of posteriors in structured additive regression models: Theory and empirical evidence

Journal of Statistical Planning and Inference ◽

10.1016/j.jspi.2008.05.036 ◽

2009 ◽

Vol 139 (3) ◽

pp. 843-859 ◽

Author(s):

Ludwig Fahrmeir ◽

Thomas Kneib

Keyword(s):

Empirical Evidence ◽

Regression Models ◽

Additive Regression ◽

Structured Additive Regression

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Predicting the occurrence of wildfires with binary structured additive regression models

Journal of Environmental Management ◽

10.1016/j.jenvman.2016.11.044 ◽

2017 ◽

Vol 187 ◽

pp. 154-165 ◽

Author(s):

Laura Ríos-Pena ◽

Thomas Kneib ◽

Carmen Cadarso-Suárez ◽

Manuel Marey-Pérez

Keyword(s):

Regression Models ◽

Additive Regression ◽

Structured Additive Regression

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Fitting large-scale structured additive regression models using Krylov subspace methods

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2016.07.006 ◽

2017 ◽

Vol 105 ◽

pp. 59-75

Author(s):

Paul Schmidt ◽

Mark Mühlau ◽

Volker Schmid

Keyword(s):

Regression Models ◽

Large Scale ◽

Krylov Subspace ◽

Krylov Subspace Methods ◽

Subspace Methods ◽

Additive Regression ◽

Structured Additive Regression

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Simultaneous selection of variables and smoothing parameters in structured additive regression models

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2008.05.032 ◽

2008 ◽

Vol 53 (1) ◽

pp. 61-81 ◽

Author(s):

Christiane Belitz ◽

Stefan Lang

Keyword(s):

Regression Models ◽

Selection Of Variables ◽

Smoothing Parameters ◽

Simultaneous Selection ◽

Additive Regression ◽

Structured Additive Regression ◽

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BayesX: Analyzing Bayesian Structured Additive Regression Models

Journal of Statistical Software ◽

10.18637/jss.v014.i11 ◽

2005 ◽

Vol 14 (11) ◽

Author(s):

Andreas Brezger ◽

Thomas Kneib ◽

Stefan Lang

Keyword(s):

Regression Models ◽

Additive Regression ◽

Structured Additive Regression

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Applications of Multilevel Structured Additive Regression Models to Insurance Data

Proceedings of COMPSTAT'2010 ◽

10.1007/978-3-7908-2604-3_14 ◽

2010 ◽

pp. 155-164 ◽

Author(s):

Stefan Lang ◽

Nikolaus Umlauf

Keyword(s):

Regression Models ◽

Additive Regression ◽

Insurance Data ◽

Structured Additive Regression

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Structured additive regression models with spatial correlation to estimate under-five mortality risk factors in Ethiopia

BMC Public Health ◽

10.1186/s12889-015-1602-z ◽

2015 ◽

Vol 15 (1) ◽

Author(s):

Dawit G Ayele ◽

Temesgen T Zewotir ◽

Henry G Mwambi

Keyword(s):

Risk Factors ◽

Spatial Correlation ◽

Mortality Risk ◽

Regression Models ◽

Additive Regression ◽

Structured Additive Regression

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