Shrinkage empirical likelihood estimator in longitudinal analysis with time-dependent covariates: Application to modeling the health of Filipino children

Shrinkage empirical likelihood estimator in longitudinal analysis with time-dependent covariates: Application to modeling the health of Filipino children

The method of generalized estimating equations (GEE) is a popular tool for analysing longitudinal (panel) data. Often, the covariates collected are time-dependent in nature, for example, age, relapse status, monthly income. When using GEE to analyse longitudinal data with time-dependent covariates,...

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Bibliographic Details
Main Authors: LEUNG, Denis H. Y., SMALL, Dylan S., QIN, Jing, ZHU, Min
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2013
Subjects:
Empirical likelihood
Estimating functions
Generalized estimating equations
Longitudinal data
Econometrics
Medicine and Health Sciences
Online Access:https://ink.library.smu.edu.sg/soe_research/1540
https://ink.library.smu.edu.sg/context/soe_research/article/2539/viewcontent/Leung_ShrinkageEmpiricalLEFilipinoChildren_2013.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/soe_research/1540
https://ink.library.smu.edu.sg/context/soe_research/article/2539/viewcontent/Leung_ShrinkageEmpiricalLEFilipinoChildren_2013.pdf

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