Local Polynomial Mixed-Effects Models for Longitudinal Data
From MaRDI portal
Publication:4468436
DOI10.1198/016214502388618672zbMath1048.62048OpenAlexW2049002789MaRDI QIDQ4468436
Publication date: 10 June 2004
Published in: Journal of the American Statistical Association (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1198/016214502388618672
simulationsbandwidth selectionlocal polynomial smoothinglinear mixed effects modelleave-one-point-out cross-validationprogesterone data
Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Applications of statistics to biology and medical sciences; meta analysis (62P10)
Related Items
Unified statistical inference for a nonlinear dynamic functional/longitudinal data model, Cross-Validation for Correlated Data, A NONPARAMETRIC MIXED-EFFECTS MODEL FOR CANCER MORTALITY, Nonparametric estimation and testing of fixed effects panel data models, Backfitting Random Varying-Coefficient Models with Time-Dependent Smoothing Covariates, Marginal Regression Model with Time-Varying Coefficients for Panel Data, Time-varying coefficient model estimation through radial basis functions, Semiparametric estimation of fixed effects panel data single-index model, Empirical likelihood for longitudinal partially linear model with \(\alpha\)-mixing errors, Asymptotics of nonparametric L-1 regression models with dependent data, Multikink Quantile Regression for Longitudinal Data with Application to Progesterone Data Analysis, Efficient Estimation in Marginal Partially Linear Models for Longitudinal/Clustered Data Using Splines, Quantile regression of longitudinal data with informative observation times, Unified Inference for Sparse and Dense Longitudinal Data in Time‐varying Coefficient Models, Estimation for the single-index models with random effects, A refined parameter estimating approach for HIV dynamic model, Simultaneous confidence band for single-index random effects models with longitudinal data, A space-time varying coefficient model: the equity of service accessibility, Fast methods for spatially correlated multilevel functional data, Estimation of the covariance matrix of random effects in longitudinal studies, Posterior property in nonparametric mixed effects model, Structural components in functional data, Semiparametric Estimation in General Repeated Measures Problems, Evaluation of change in CD4+ cell counts in AIDS clinical trials, Statistical modeling of the time course of tantrum anger, Modeling continuous auxiliary covariate data in generalized linear mixed models using the kernel smoother, Backfitting and local likelihood methods for nonparametric mixed-effects models with longitudinal data, Wavelet modeling of functional random effects with application to human vision data, Bayesian Hierarchical Spatially Correlated Functional Data Analysis with Application to Colon Carcinogenesis, Proportional functional coefficient time series models, Dynamic influence prediction of social network based on partial autoregression single index model, Comments on: Dynamic relations for sparsely sampled Gaussian processes, Semiparametric Time-Varying Coefficients Regression Model for Longitudinal Data, Estimation of semiparametric regression model with longitudinal data, Unnamed Item, Several nonparametric and semiparametric approaches to linear mixed model regression, Generalized likelihood ratio test for varying-coefficient models with different smoothing variables, Investigate Data Dependency for Dynamic Gene Regulatory Network Identification through High-dimensional Differential Equation Approach, Covariance function versus covariance matrix estimation in efficient semi-parametric regression for longitudinal data analysis, Block empirical likelihood for longitudinal partially linear regression models, Hierarchical time-varying mixed-effects models in high-dimensional time series and longitudinal data studies, Nonparametric Growth Curve Model with Local Linear Approximation, Wavelet-based Functional Mixed Models, Efficient semiparametric regression for longitudinal data with regularised estimation of error covariance function, Functional random effects modeling of brain shape and connectivity, Asymptotics for nonparametric and semiparametric fixed effects panel models, Model selection in linear mixed models
