Generalized structured additive regression based on Bayesian P-splines

Type: Article

Publication Date: 2004-12-15

Citations: 362

DOI: https://doi.org/10.1016/j.csda.2004.10.011

Locations

  • Computational Statistics & Data Analysis - View
  • Econstor (Econstor) - View - PDF
  • Open Acess LMU (Ludwig-Maximilians-Universität München) - View - PDF

Similar Works

Action Title Year Authors
+ Bayesian P-Splines in Structured Additive Regression Models 2005 Andreas Brezger
+ Structured Additive Regression for Categorical Space–Time Data: A Mixed Model Approach 2005 Thomas Kneib
Ludwig Fahrmeir
+ Structured Additive Regression Models: An R Interface to BayesX 2012 Nikolaus Umlauf
Daniel Adler
Thomas Kneib
Stefan Lang
Achim Zeileis
+ PDF Chat Structured Additive Regression Models: An<i>R</i>Interface to<b>BayesX</b> 2015 Nikolaus Umlauf
Daniel Adler
Thomas Kneib
Stefan Lang
Achim Zeileis
+ <i>BayesX</i>: Analyzing Bayesian Structured Additive Regression Models 2005 Andreas Brezger
Thomas Kneib
Stefan Lang
+ Mixed model based inference in structured additive regression 2006 Thomas Kneib
+ Bayesian variable selection in generalized additive partial linear models 2014 Sayantan Banerjee
Subhashis Ghosal
+ PDF Chat Laplace approximations for fast Bayesian inference in generalized additive models based on P-splines 2020 Oswaldo Gressani
Philippe Lambert
+ Bayesian Structured Additive Distributional Regression for Multivariate Responses 2013 Nadja Klein
Thomas Kneib
Stephan Klasen
Stefan Lang
+ PDF Chat Objective Bayesian Model Selection in Generalized Additive Models With Penalized Splines 2014 Daniel Sabanés Bové
Leonhard Held
Göran Kauermann
+ Semi-parametric Bayesian Additive Regression Trees 2021 Estevão B. Prado
Andrew Parnell
Nathan McJames
Ann O’Shea
Rafael de Andrade Moral
+ Bayesian Smoothing and Regression for Longitudinal, Spatial and Event History Data 2011 Ludwig Fahrmeir
Thomas Kneib
+ Bayesian Additive Regression Trees: A Review and Look Forward 2019 Jennifer Hill
Antonio R. Linero
Jared S. Murray
+ Semiparametric Latent Variable Models With Bayesian P-Splines 2010 Xinyuan Song
Zhaohua Lu
+ PENALIZED STRUCTURED ADDITIVE REGRESSION FOR SPACE-TIME DATA: A BAYESIAN PERSPECTIVE 2004 Ludwig Fahrmeir
Thomas Kneib
Stefan Lang
+ PDF Chat Bayesian Structured Additive Distributional Regression for Multivariate Responses 2014 Nadja Klein
Thomas Kneib
Stephan Klasen
Stefan Lang
+ Penalised regression splines: theory and application to medical research 2008 Giampiero Marra
Rosalba Radice
+ Review of Bayesian selection methods for categorical predictors using JAGS 2021 Rana Jreich
Christine Hatté
Éric É. Parent
+ Flexible Bayesian modelling of concomitant covariate effects in mixture models 2021 Marco Berrettini
+ Generalized Additive Models 2024 Simon N. Wood

Works That Cite This (179)

Action Title Year Authors
+ The visualization, unbiased estimation and interpretation of distributional regression models 2022 Stanislaus Stadlmann
+ Structured additive distributional zero augmented beta regression modeling of mortality in Nigeria 2020 Ezra Gayawan
Oluwatoyin Deborah Fasusi
Dipankar Bandyopadhyay
+ PDF Chat Bayesian measurement error correction in structured additive distributional regression with an application to the analysis of sensor data on soil–plant variability 2019 Alessio Pollice
Giovanna Jona Lasinio
Roberta Rossi
Mariana Amato
Thomas Kneib
Stefan Lang
+ PDF Chat Longitudinal Modeling of Age-Dependent Latent Traits with Generalized Additive Latent and Mixed Models 2023 Øystein Sørensen
Anders M. Fjell
Kristine B. Walhovd
+ Nonparametric Regression 2013 Ludwig Fahrmeir
Thomas Kneib
Stefan Lang
Brian D. Marx
+ Simultaneous inference in structured additive conditional copula regression models: a unifying Bayesian approach 2015 Nadja Klein
Thomas Kneib
+ Assessing continuous bivariate effects among different groups through nonparametric regression models: An application to breast cancer detection 2007 Javier Roca‐Pardiñas
Carmén Cadarso-Suárez
Pablo G. Tahoces
Marı́a J. Lado
+ PDF Chat Locally Adaptive Function Estimation for Binary Regression Models 2005 Alexander Jerak
Stefan Lang
+ Bayesian bivariate quantile regression 2014 Elisabeth Waldmann
Thomas Kneib
+ PDF Chat Additive mixed models with Dirichlet process mixture and P-spline priors 2011 Felix Heinzl
Ludwig Fahrmeir
Thomas Kneib