WebHowever, how to properly estimate the parameters and link function in partially linear single‐index models in the longitudinal data setting continues to receive considerable attention. Recently, Chen, Li, Liang, and Wang ( 2015 ) have proposed a unified semiparametric GEE analysis in partially linear single‐index models for both sparse and … http://www.personal.psu.edu/ril4/research/AOS835.pdf

A novel partial-linear single-index model for time series

Web15 May 2006 · As special cases, we also consider the pure single-index model (θ=0) and a partially linear model with scalar X (β=1). It is worth pointing out that we cannot simply … Web1 Dec 2010 · In partially linear single-index models, the semiparametrically efficient profile least-squares estimators of regression coefficients are obtained and a proposed tuning … michael d grand fort philippe

CRAN - Package fsemipar

Web1 Sep 2015 · The proposed functional partial linear single-index model treats the multivariate random variable as linear part and the random curve as functional single … Web15 May 2006 · Empirical-likelihood-based inference for the parameters in a partially linear single-index model is investigated. Unlike existing empirical likelihood procedures for … Web2 Jan 2014 · We study estimation and hypothesis testing in single-index panel data models with individual effects. Through regressing the individual effects on the covariates linearly, … how to change colors in excel spreadsheet