Grkpack fitting smoothing spline anova models for exponential families

DOI10.1080/03610919708813408zbMath0900.62383OpenAlexW2008960738MaRDI QIDQ4369376

Yuedong Wang

Publication date: 18 December 1997

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

Full work available at URL: https://doi.org/10.1080/03610919708813408

zbMATH Keywords

generalized cross validationNewton-Raphson iterationunbiased risk estimatesmoothing parametersmoothing spline ANOVARKPACK

Mathematics Subject Classification ID

Density estimation (62G07) Generalized linear models (logistic models) (62J12) Analysis of variance and covariance (ANOVA) (62J10) Probabilistic methods, stochastic differential equations (65C99)

Related Items

Model diagnostics for smoothing spline ANOVA models, GRKPACK, Smoothing spline ANOVA models for large data sets with Bernoulli observations and the randomized GACV.

Uses Software

• gss

Cites Work

• Smoothing spline ANOVA for exponential families, with application to the Wisconsin epidemiological study of diabetic retinopathy. (The 1994 Neyman Memorial Lecture)
• Minimizing GCV/GML Scores with Multiple Smoothing Parameters via the Newton Method
• Simulation studies of smoothing parameter estimates and bayesian confidence intervals in bernoulli ss anova models
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