Accounting for Data-Dependent Degrees of Freedom Selection When Testing the Effect of a Continuous Covariate in Generalized Additive Models

DOI10.1080/03610910902796032zbMath1160.62322OpenAlexW1980799306MaRDI QIDQ3625377

Mark S. Goldberg, Michał Abrahamowicz, Andrea Benedetti

Publication date: 12 May 2009

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910902796032

zbMATH Keywords

simulationsinferenceAICgeneralized additive models

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Applications of statistics to biology and medical sciences; meta analysis (62P10) Parametric hypothesis testing (62F03)

Uses Software

• GAMS

Cites Work

• Testing goodness-of-fit in regression via order selection criteria
• Bayesian model averaging: A tutorial. (with comments and a rejoinder).
• Information theoretic criteria in non-parametric density estimation. Bias and variance in the infinite dimensional case
• Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting
• Regression and time series model selection in small samples
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