Modelling house prices using multilevel structured additive regression

DOI10.1177/1471082X13475385MaRDI QIDQ4970802

Wolfgang Brunauer, Nikolaus Umlauf, Stefan Lang

Publication date: 7 October 2020

Published in: Statistical Modelling (Search for Journal in Brave)

zbMATH Keywords

MCMCP-splinesmultilevel modelsBayesian hierarchical modelshedonic pricing models

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• BayesX
• GAMLSS
• Fahrmeir
• gamair
• ConfBands

Cites Work

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• Bayesian inference for additive mixed quantile regression models
• Multilevel structured additive regression
• Simultaneous selection of variables and smoothing parameters in structured additive regression models
• Flexible smoothing with \(B\)-splines and penalties. With comments and a rejoinder by the authors
• Generalized structured additive regression based on Bayesian P-splines
• Stochastic model specification search for Gaussian and partial non-Gaussian state space models
• Regression
• Bayesian Measures of Model Complexity and Fit
• Bayesian semiparametric additive quantile regression
• Simultaneous Confidence Bands for Penalized Spline Estimators
• Generalized Additive Models for Location, Scale and Shape
• Multivariate statistical modelling based on generalized linear models.

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