Generalized additive models and inflated type I error rates of smoother significance tests

DOI10.1016/j.csda.2010.05.004zbMath1247.62127OpenAlexW2042111351WikidataQ41937155 ScholiaQ41937155MaRDI QIDQ452590

Al Ozonoff, Verónica Vieira, Thomas F. Webster, Robin L. Young, Janice M. Weinberg

Publication date: 15 September 2012

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc2952638

zbMATH Keywords

permutation testtype I errorspan size selection

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Generalized linear models (logistic models) (62J12)

Uses Software

• S-PLUS
• gam

Cites Work

• Unnamed Item
• Nonparametric smoothing and lack-of-fit tests
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Smoothing Parameter Selection in Nonparametric Regression Using an Improved Akaike Information Criterion
• Spatial Variation in Risk of Disease: A Nonparametric Binary Regression Approach