Semiparametric Estimation with Profile Algorithm for Longitudinal Binary Data

DOI10.1080/03610918.2011.633724zbMath1327.62112OpenAlexW2046370984MaRDI QIDQ5299811

Noor Akma Ibrahim, Isa bin Daud, Suliadi Suliadi

Publication date: 21 June 2013

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

Full work available at URL: http://psasir.upm.edu.my/id/eprint/30218/1/Semiparametric%20estimation%20with%20profile%20algorithm%20for%20longitudinal%20binary%20data.pdf

zbMATH Keywords

consistencyefficiencysmoothing splinebiasgeneralized estimating equationlongitudinal binary dataprofile algorithm

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05) Point estimation (62F10) Generalized linear models (logistic models) (62J12)

Cites Work

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• Longitudinal data analysis using generalized linear models
• Convergence rates for partially splined models
• Some simple methods for generating correlated categorical variates
• Statistical Methods for the Analysis of Repeated Measurements
• Correlated Binary Regression with Covariates Specific to Each Binary Observation
• Estimating Equations for Parameters in Means and Covariances of Multivariate Discrete and Continuous Responses
• Profile-kernel versus backfitting in the partially linear models for longitudinal/clustered data
• Semiparametric Regression for Clustered Data Using Generalized Estimating Equations

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