Simultaneous structure estimation and variable selection in partial linear varying coefficient models for longitudinal data
From MaRDI portal
Publication:5220801
DOI10.1080/00949655.2013.878716zbMath1457.62120OpenAlexW2104149246MaRDI QIDQ5220801
Publication date: 27 March 2020
Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/00949655.2013.878716
longitudinal dataselection consistencyoracle propertypartial linear varying coefficient modelsthree types of selections
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)
Related Items (6)
M-estimation and model identification based on double SCAD penalization ⋮ A new orthogonality empirical likelihood for varying coefficient partially linear instrumental variable models with longitudinal data ⋮ A new orthogonality-based estimation for varying-coefficient partially linear models ⋮ Smoothed empirical likelihood inference via the modified Cholesky decomposition for quantile varying coefficient models with longitudinal data ⋮ Analysis of longitudinal data with semiparametric varying-coefficient mean-covariance models ⋮ Unnamed Item
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- The Adaptive Lasso and Its Oracle Properties
- Variable selection in semiparametric regression analysis for longitudinal data
- Profile likelihood inferences on semiparametric varying-coefficient partially linear models
- Conditional growth charts. (With discussion and rejoinder)
- Variable selection for semiparametric varying coefficient partially linear errors-in-variables models
- Variable selection in nonparametric additive models
- Statistical inference for semiparametric varying-coefficient partially linear models with error-prone linear covariates
- A simple approach for varying-coefficient model selection
- Quantile regression in partially linear varying coefficient models
- Additive regression and other nonparametric models
- Efficient estimation of a semiparametric partially linear varying coefficient model
- Robust variable selection through MAVE
- LAD variable selection for linear models with randomly censored data
- Variable selection of varying coefficient models in quantile regression
- Variable selection in quantile varying coefficient models with longitudinal data
- New efficient estimation and variable selection methods for semiparametric varying-coefficient partially linear models
- Variable selection in semiparametric regression modeling
- Adaptive semi-varying coefficient model selection
- A unified variable selection approach for varying coefficient models
- Linear or Nonlinear? Automatic Structure Discovery for Partially Linear Models
- Efficient estimation for semivarying-coefficient models
- Convergence rate of b-spline estimators of nonparametric conditional quantile functions∗
- Estimation in a semiparametric model for longitudinal data with unspecified dependence structure
- Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties
- Varying-coefficient models and basis function approximations for the analysis of repeated measurements
- Robust estimation for functional coefficient regression models with spatial data
- Shrinkage Estimation of the Varying Coefficient Model
- Robust estimation and variable selection for semiparametric partially linear varying coefficient model based on modal regression
- Analysis of Longitudinal Data With Semiparametric Estimation of Covariance Function
- Variable Selection in Nonparametric Varying-Coefficient Models for Analysis of Repeated Measurements
- Local rank estimation and related test for varying-coefficient partially linear models
- Semiparametric Time-Varying Coefficients Regression Model for Longitudinal Data
- Quadratic Inference Functions for Varying‐Coefficient Models with Longitudinal Data
- New Estimation and Model Selection Procedures for Semiparametric Modeling in Longitudinal Data Analysis
This page was built for publication: Simultaneous structure estimation and variable selection in partial linear varying coefficient models for longitudinal data
