Inference and computation with generalized additive models and their extensions
Published 2020 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Inference and computation with generalized additive models and their extensions
Authors
Keywords
-
Journal
TEST
Volume 29, Issue 2, Pages 307-339
Publisher
Springer Science and Business Media LLC
Online
2020-04-23
DOI
10.1007/s11749-020-00711-5
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Faster model matrix crossproducts for large generalized linear models with discretized covariates
- (2019) Zheyuan Li et al. STATISTICS AND COMPUTING
- Simplified integrated nested Laplace approximation
- (2019) Simon N Wood BIOMETRIKA
- Generalized Additive Models for Gigadata: Modeling the U.K. Black Smoke Network Daily Data
- (2017) Simon N. Wood et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- Bayesian Computing with INLA: A Review
- (2017) Håvard Rue et al. Annual Review of Statistics and Its Application
- Just Another Gibbs Additive Modeler: Interfacing JAGS and mgcv
- (2016) Simon N. Wood Journal of Statistical Software
- TMB: Automatic Differentiation and Laplace Approximation
- (2016) Kasper Kristensen et al. Journal of Statistical Software
- Smoothing Parameter and Model Selection for General Smooth Models
- (2016) Simon N. Wood et al. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION
- A general framework for updating belief distributions
- (2016) P. G. Bissiri et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- P-splines with derivative based penalties and tensor product smoothing of unevenly distributed data
- (2016) Simon N. Wood STATISTICS AND COMPUTING
- Bayesian structured additive distributional regression with an application to regional income inequality in Germany
- (2015) Nadja Klein et al. Annals of Applied Statistics
- Structured Additive Regression Models: AnRInterface toBayesX
- (2015) Nikolaus Umlauf et al. Journal of Statistical Software
- Bayesian structured additive distributional regression for multivariate responses
- (2014) Nadja Klein et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
- Shape constrained additive models
- (2014) Natalya Pya et al. STATISTICS AND COMPUTING
- A simple test for random effects in regression models
- (2013) S. N. Wood BIOMETRIKA
- Bayesian computing with INLA: New features
- (2013) Thiago G. Martins et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- On p-values for smooth components of an extended generalized additive model
- (2012) S. N. Wood BIOMETRIKA
- On quantile quantile plots for generalized linear models
- (2012) Nicole H. Augustin et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Generalized additive models for location, scale and shape for high dimensional data-a flexible approach based on boosting
- (2012) Andreas Mayr et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS
- Multilevel structured additive regression
- (2012) Stefan Lang et al. STATISTICS AND COMPUTING
- An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach
- (2011) Finn Lindgren et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- On the behaviour of marginal and conditional AIC in linear mixed models
- (2010) S. Greven et al. BIOMETRIKA
- Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models
- (2010) Simon N. Wood JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Asymptotic properties of penalized spline estimators
- (2009) G. Claeskens et al. BIOMETRIKA
- Approximate Bayesian inference for latent Gaussian models by using integrated nested Laplace approximations
- (2009) Håvard Rue et al. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
- Boosting additive models using component-wise P-Splines
- (2008) Matthias Schmid et al. COMPUTATIONAL STATISTICS & DATA ANALYSIS
- Fast stable direct fitting and smoothness selection for generalized additive models
- (2008) Simon N. Wood JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY
Publish scientific posters with Peeref
Peeref publishes scientific posters from all research disciplines. Our Diamond Open Access policy means free access to content and no publication fees for authors.
Learn MoreAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started