Estimation of semi-varying coefficient models for longitudinal data with irregular error structure
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Publication:2076102
DOI10.1016/J.CSDA.2021.107389OpenAlexW4200400103MaRDI QIDQ2076102
Jin-Guan Lin, Zhang-Xiao Miao, Yan-Yong Zhao, Jian-Qiang Zhao
Publication date: 18 February 2022
Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.csda.2021.107389
local linear estimationirregular error structuresemiparametric profile least-squarestwo-stage local linear estimator
Cites Work
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- Longitudinal data analysis using generalized linear models
- Cube root asymptotics
- Efficient estimation of a semiparametric partially linear varying coefficient model
- Analysis of longitudinal data with semiparametric varying-coefficient mean-covariance models
- Varying-coefficient mean-covariance regression analysis for longitudinal data
- Variable selection in quantile varying coefficient models with longitudinal data
- Nonparametric estimation of mean and covariance structures for longitudinal data
- Adaptive semi-varying coefficient model selection
- Two-stage orthogonality based estimation for semiparametric varying-coefficient models and its applications in analyzing AIDS data
- A moving average Cholesky factor model in covariance modelling for longitudinal data
- Weak and strong uniform consistency of kernel regression estimates
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Maximum likelihood estimation of generalised linear models for multivariate normal covariance matrix
- Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters
- Joint mean-covariance models with applications to longitudinal data: unconstrained parameterisation
- New Local Estimation procedure for a Non-Parametric Regression Function for Longitudinal Data
- Semiparametric Mean–Covariance Regression Analysis for Longitudinal Data
- Functional Varying Coefficient Models for Longitudinal Data
- Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
- A Joint Modelling Approach for Longitudinal Studies
- Semiparametric Estimation of Covariance Matrixes for Longitudinal Data
- Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
- Semiparametric Estimation in General Repeated Measures Problems
- L1-estimation for varying coefficient models
- Nonparametric Regression Methods for Longitudinal Data Analysis
- Time-varying coefficient models for joint modeling binary and continuous outcomes in longitudinal data
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