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  • Search: subject:"structured additive predictors"
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Year of publication
Subject
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structured additive predictors 5 MCMC 4 iteratively weighted least squares proposals 4 multiplicative random effects 4 Estimation theory 2 Regression analysis 2 Regressionsanalyse 2 Schätztheorie 2 distributional regression 2 spatial smoothing 2 Bayes-Statistik 1 Bayesian inference 1 Correlation 1 IWLS proposals 1 Immobilien 1 Korrelation 1 Markov chain 1 Markov-Kette 1 Monte Carlo simulation 1 Monte-Carlo-Simulation 1 Real estate 1 Räumliche Interaktion 1 Spatial interaction 1 Varianzanalyse 1 geoadditive models 1 multicategorical response 1 surface smoothing 1
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Online availability
All
Free 5
Type of publication
All
Book / Working Paper 5
Type of publication (narrower categories)
All
Working Paper 5 Arbeitspapier 2 Graue Literatur 2 Non-commercial literature 2
Language
All
English 5
Author
All
Lang, Stefan 5 Razen, Alexander 4 Santer, Judith 2 Brezger, Andreas 1
Published in...
All
Working Papers in Economics and Statistics 2 Working papers in economics and statistics 2 Discussion Paper 1
Source
All
EconStor 3 ECONIS (ZBW) 2
Showing 1 - 5 of 5
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Random scaling factors in Bayesian distributional regression models with an application to real estate data
Razen, Alexander; Lang, Stefan - 2016
potentially complex response distribution in dependence of covariates. Structured additive predictors allow for an additive …
Persistent link: https://www.econbiz.de/10011622777
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Estimation of spatially correlated random scaling factors based on Markov random field priors
Razen, Alexander; Lang, Stefan; Santer, Judith - 2016
Multiplicative random effects allow for cluster-specific scaling of covariate effects. In many applications with spatial clustering, however, the random effects additionally show some geographical pattern, which usually can not sufficiently be captured with existing estimation techniques....
Persistent link: https://www.econbiz.de/10011622779
Saved in:
Cover Image
Estimation of spatially correlated random scaling factors based on Markov random field priors
Razen, Alexander; Lang, Stefan; Santer, Judith - 2016
Multiplicative random effects allow for cluster-specific scaling of covariate effects. In many applications with spatial clustering, however, the random effects additionally show some geographical pattern, which usually can not sufficiently be captured with existing estimation techniques....
Persistent link: https://www.econbiz.de/10011578941
Saved in:
Cover Image
Random scaling factors in Bayesian distributional regression models with an application to real estate data
Razen, Alexander; Lang, Stefan - 2016
potentially complex response distribution in dependence of covariates. Structured additive predictors allow for an additive …
Persistent link: https://www.econbiz.de/10011549047
Saved in:
Cover Image
Generalized structured additive regression based on Bayesian P-splines
Brezger, Andreas; Lang, Stefan - 2003
Generalized additive models (GAM) for modelling nonlinear effects of continuous covariates are now well established tools for the applied statistician. In this paper we develop Bayesian GAM?s and extensions to generalized structured additive regression based on one or two dimensional P-splines...
Persistent link: https://www.econbiz.de/10010263507
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