Nonlinear Quantile Regression Estimation of Longitudinal Data

DOI10.1080/03610910701723963zbMath1139.62021OpenAlexW2087231911WikidataQ61781667 ScholiaQ61781667MaRDI QIDQ5451121

Andreas Karlsson

Publication date: 18 March 2008

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610910701723963

zbMATH Keywords

repeated measuressimulation studymedian regressiondependent errors

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (14)

Bayesian quantile regression for ordinal longitudinal data ⋮ Inferences in median regression models for asymmetric longitudinal data: a quasi-likelihood approach ⋮ Modelling and estimation of nonlinear quantile regression with clustered data ⋮ Bayesian quantile regression for parametric nonlinear mixed effects models ⋮ Quantile regression of longitudinal data with informative observation times ⋮ Linear quantile regression models for longitudinal experiments: an overview ⋮ Quantile regression for longitudinal data with a working correlation model ⋮ Bayesian quantile regression for longitudinal data models ⋮ ASYMPTOTIC THEORY FOR NONLINEAR QUANTILE REGRESSION UNDER WEAK DEPENDENCE ⋮ Linear quantile mixed models ⋮ Quantile regression for longitudinal data based on latent Markov subject-specific parameters ⋮ Bayesian nonlinear quantile regression approach for longitudinal ordinal data ⋮ Bootstrap methods for bias correction and confidence interval estimation for nonlinear quantile regression of longitudinal data ⋮ Weighted quantile regression for longitudinal data

Cites Work

• On marginal estimation in a semiparametric model for longitudinal data with time-independent covariates
• Quantile regression for longitudinal data
• An interior point algorithm for nonlinear quantile regression
• Quasi-Likelihood for Median Regression Models
• Regression Quantiles
• Quantile Regression Methods for Longitudinal Data with Drop-outs: Application to CD4 Cell Counts of Patients Infected with the Human Immunodeficiency Virus
• Estimation in a semiparametric model for longitudinal data with unspecified dependence structure

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