Partially functional linear varying coefficient model

DOI10.1080/02331888.2016.1138954zbMath1357.62153OpenAlexW2465762669MaRDI QIDQ2953560

Liu Gen Xue, San Ying Feng

Publication date: 4 January 2017

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331888.2016.1138954

zbMATH Keywords

bootstrapconvergence ratemean squared prediction errorfunctional principal componentspartially functional linear varying coefficient model

Mathematics Subject Classification ID

Factor analysis and principal components; correspondence analysis (62H25) Nonparametric hypothesis testing (62G10) Linear regression; mixed models (62J05) Nonparametric estimation (62G05)

Related Items

Estimation in functional single-index varying coefficient model, On dimension reduction models for functional data, Quantile estimation for a hybrid model of functional and varying coefficient regressions, Rank-based estimation in varying coefficient partially functional linear regression models, A \(k\)NN procedure in semiparametric functional data analysis, Residuals based Kolmogorov-Smirnov and Cramér-von Mises tests for varying coefficient models, Nonparametric modelling for functional data: selected survey and tracks for future, Functional regression with dependent error and missing observation in reproducing kernel Hilbert spaces, Empirical likelihood in single-index partially functional linear model with missing observations, Statistical inference of varying-coefficient partial functional spatial autoregressive model, Automatic variable selection for partially linear functional additive model and its application to the Tecator data set, Empirical likelihood inference for partial functional linear model with missing responses, Skew-normal partial functional linear model and homogeneity test, Robust estimation for varying coefficient partially functional linear regression models based on exponential squared loss function

Cites Work

• Functional linear regression analysis for longitudinal data
• Inference for functional data with applications
• Spline estimators for semi-functional linear model
• Partially linear varying coefficient models stratified by a functional covariate
• On prediction rate in partial functional linear regression
• Profile likelihood inferences on semiparametric varying-coefficient partially linear models
• Prediction in functional linear regression
• Profile-kernel likelihood inference with diverging number of parameters
• Methodology and convergence rates for functional linear regression
• Smoothing splines estimators for functional linear regression
• The functional nonparametric model and applications to spectrometric data
• Functional linear model
• Generalized likelihood ratio statistics and Wilks phenomenon
• Partial functional linear regression
• Generalized functional linear models
• Nonparametric time series prediction: A semi-functional partial linear modeling
• Semi-functional partial linear regression
• Nonparametric regression for functional data: automatic smoothing parameter selection
• Generalized Functional Linear Models With Semiparametric Single-Index Interactions
• Functional Varying Coefficient Models for Longitudinal Data
• Empirical Likelihood for a Varying Coefficient Model With Longitudinal Data