Online Smooth Backfitting for Generalized Additive Models

DOI10.1080/01621459.2023.2182213MaRDI QIDQ6567915

Peng Zhao, Unnamed Author, Fang Yao

Publication date: 5 July 2024

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

• Unnamed Item
• Unnamed Item
• The existence and asymptotic properties of a backfitting projection algorithm under weak conditions
• Aggregated estimating equation estimation
• Linear smoothers and additive models
• Fitting a bivariate additive model by local polynomial regression
• Asymptotic properties of backfitting estimators
• Smooth backfitting in generalized additive models
• Bandwidth selection for smooth backfitting in additive models
• Nonparametric Maximum Likelihood Estimation for Shifted Curves
• Estimation of additive regression models with known links
• A Smoothed Maximum Score Estimator for the Binary Response Model
• A Semiparametric Maximum Likelihood Estimator
• On the Efficiency of Online Approach to Nonparametric Smoothing of Big Data
• Local Likelihood Estimation in Generalized Additive Models
• Maximum Likelihood Estimation in Semiparametric Regression Models with Censored Data
• Dynamic Penalized Splines for Streaming Data

This page was built for publication: Online Smooth Backfitting for Generalized Additive Models