Simultaneous Variable Selection and Estimation in Generalized Semiparametric Mixed Effects Modeling of Longitudinal Data
From MaRDI portal
Publication:5050427
DOI10.1007/978-3-030-42196-0_19OpenAlexW3048697938MaRDI QIDQ5050427
Publication date: 15 November 2022
Published in: Emerging Topics in Statistics and Biostatistics (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/978-3-030-42196-0_19
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Longitudinal data analysis using generalized linear models
- Random-Effects Models for Longitudinal Data
- The Adaptive Lasso and Its Oracle Properties
- Generalized partially linear mixed-effects models incorporating mismeasured covariates
- Inference in semi-parametric spline mixed models for longitudinal data
- Estimating the dimension of a model
- Asymptotics for generalized estimating equations with large cluster sizes
- Simultaneous variable selection and estimation in semiparametric modeling of longitudinal/clustered data
- Shrinkage estimation analysis of correlated binary data with a diverging number of parameters
- Asymptotic results with generalized estimating equations for longitudinal data
- GEE analysis of clustered binary data with diverging number of covariates
- Robust estimation in generalized semiparametric mixed models for longitudinal data
- Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis
- Joint Variable Selection for Fixed and Random Effects in Linear Mixed-Effects Models
- Akaike's Information Criterion in Generalized Estimating Equations
- Penalized Estimating Equations
- On Variance Components in Semiparametric Mixed Models for Longitudinal Data
- Generalized Linear Mixed Models with Varying Coefficients for Longitudinal Data
- Efficient Estimation in Marginal Partially Linear Models for Longitudinal/Clustered Data Using Splines
- Consistent Model Selection and Data-Driven Smooth Tests for Longitudinal Data in the Estimating Equations Approach
- On a Unified Generalized Quasi–likelihood Approach for Familial–Longitudinal Non‐Stationary Count Data
- Variable Selection for Semiparametric Mixed Models in Longitudinal Studies
- Robustified Maximum Likelihood Estimation in Generalized Partial Linear Mixed Model for Longitudinal Data
- A note on automatic variable selection using smooth-threshold estimating equations
- Bias Correction in Generalized Linear Mixed Models With Multiple Components of Dispersion
- Maximum Likelihood Algorithms for Generalized Linear Mixed Models
- Estimation in a semiparametric model for longitudinal data with unspecified dependence structure
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Approximate Inference in Generalized Linear Mixed Models
- A Statistical View of Some Chemometrics Regression Tools
- Semiparametric Models for Longitudinal Data with Application to CD4 Cell Numbers in HIV Seroconverters
- Bias correction in generalised linear mixed models with a single component of dispersion
- Inferences in generalized linear longitudinal mixed models
- Consistent Model Selection for Marginal Generalized Additive Model for Correlated Data
- Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
- Regularization and Variable Selection Via the Elastic Net
- Variable Selection for Marginal Longitudinal Generalized Linear Models
- Time-varying coefficient models for joint modeling binary and continuous outcomes in longitudinal data
- Efficient Semiparametric Marginal Estimation for Longitudinal/Clustered Data
- Robust Estimation in Generalized Partial Linear Models for Clustered Data
This page was built for publication: Simultaneous Variable Selection and Estimation in Generalized Semiparametric Mixed Effects Modeling of Longitudinal Data