Bayesian smoothing spline analysis of variance

DOI10.1016/j.csda.2012.05.020zbMath1255.62060OpenAlexW1993513491MaRDI QIDQ98177

Paul L. Speckman, Chin-I. Cheng, Chin-I. Cheng, Paul L. Speckman

Publication date: December 2012

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

Full work available at URL: https://doi.org/10.1016/j.csda.2012.05.020

zbMATH Keywords

kernelZellner-Siow priorsmoothing spline ANOVAreproducing

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Bayesian inference (62F15) Analysis of variance and covariance (ANOVA) (62J10)

Related Items (2)

Bayesian analysis for quantile smoothing spline ⋮ qualypsoss

Uses Software

• gss
• ElemStatLearn
• assist

Cites Work

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• Bayesian hierarchical linear mixed models for additive smoothing splines
• Smoothing spline ANOVA for exponential families, with application to the Wisconsin epidemiological study of diabetic retinopathy. (The 1994 Neyman Memorial Lecture)
• Some results on Tchebycheffian spline functions and stochastic processes
• The Signal Extraction Approach to Nonlinear Regression and Spline Smoothing
• Mixtures of g Priors for Bayesian Variable Selection
• Matrix Analysis
• Model Selection in Spline Nonparametric Regression
• Fully Bayesian spline smoothing and intrinsic autoregressive priors
• Variable Selection and Function Estimation in Additive Nonparametric Regression Using a Data-Based Prior
• Smoothing spline ANOVA models

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