Estimation in covariate-adjusted regression

DOI10.1016/j.csda.2005.06.001zbMath1445.62083OpenAlexW2119331119MaRDI QIDQ959410

Danh V. Nguyen, Damla Şentürk

Publication date: 11 December 2008

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

Full work available at URL: https://doi.org/10.1016/j.csda.2005.06.001

zbMATH Keywords

smoothinglocal polynomial regressionvarying-coefficient modelsequidistant binningmultiplicative effectsnearest-neighbor binning

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05)

Related Items (17)

Logarithmic calibration for partial linear models with multiplicative distortion measurement errors ⋮ Covariate-Adjusted Regression for Time Series ⋮ General least product relative error estimation for multiplicative regression models with or without multiplicative distortion measurement errors ⋮ Statistical inference on restricted linear regression models with partial distortion measurement errors ⋮ Linear regression models with general distortion measurement errors ⋮ Efficient Diagnostics for Parametric Regression Models with Distortion Measurement Errors Incorporating Dimension-reduction ⋮ Logarithmic calibration for multiplicative distortion measurement errors regression models ⋮ Nonlinear regression models with general distortion measurement errors ⋮ Multiplicative distortion measurement errors linear models with general moment identifiability condition ⋮ Multiplicative regression models with distortion measurement errors ⋮ Multicovariate-adjusted regression models ⋮ Conditional absolute mean calibration for partial linear multiplicative distortion measurement errors models ⋮ Outlier detection under a covariate-adjusted exponential regression model with censored data ⋮ Partial linear models with general distortion measurement errors ⋮ Dimension reduction regressions with measurement errors subject to additive distortion ⋮ \(L_1\)-estimation for covariate-adjusted regression ⋮ Variable selection for covariate adjusted regression model

Uses Software

• fda (R)

Cites Work

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• Local polynomial fitting in semivarying coefficient model
• Random coefficient autoregressive models: an introduction
• Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
• Functional data analysis
• Statistical estimation in varying coefficient models
• Variable bandwidth selection in varying-coefficient models
• Weak and strong uniform consistency of kernel regression estimates
• Nonparametric smoothing estimates of time-varying coefficient models with longitudinal data
• Smoothing Spline Estimation for Varying Coefficient Models With Repeatedly Measured Dependent Variables
• Efficient Estimation and Inferences for Varying-Coefficient Models
• Functional-Coefficient Autoregressive Models
• Nonparametric Varying-Coefficient Models for the Analysis of Longitudinal Data
• Covariate-adjusted regression

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