Nonparametric regression with cross-classified responses

DOI10.1002/cjs.10125zbMath1228.62045OpenAlexW1964161112MaRDI QIDQ3108006

Chong Gu, Ping Ma

Publication date: 28 December 2011

Published in: Canadian Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/cjs.10125

zbMATH Keywords

cross-validationrandom effectsconditional densitypenalized likelihoodeyetracking experiments

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Applications of functional analysis in probability theory and statistics (46N30) Analysis of variance and covariance (ANOVA) (62J10)

Uses Software

• R
• S-PLUS
• gss

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Smoothing spline density estimation: Theory
• Penalized likelihood hazard estimation: Efficient approximation and Bayesian confidence inter\-vals
• Minimizing GCV/GML Scores with Multiple Smoothing Parameters via the Newton Method
• Inference in Generalized Additive Mixed Models by Using Smoothing Splines
• Applying Generalized Linear Models
• Maximum Likelihood Algorithms for Generalized Linear Mixed Models
• Smoothing Spline Gaussian Regression: More Scalable Computation via Efficient Approximation
• Model diagnostics for smoothing spline ANOVA models
• Approximate Inference in Generalized Linear Mixed Models
• Smoothing Spline ANOVA for Multivariate Bernoulli Observations With Application to Ophthalmology Data
• Theory of Reproducing Kernels
• Smoothing spline ANOVA models