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wgeesel: Weighted Generalized Estimating Equations and Model Selection
Weighted generalized estimating equations (WGEE) is an extension of generalized linear models to longitudinal clustered data by incorporating the correlation within-cluster when data is missing at random (MAR). The parameters in mean, scale correlation structures are estimated based on quasi-likelihood. Multiple model selection criterion are provided for selection of mean model and working correlation structure based on WGEE/GEE.
Getting started
Browse package contents
Package details |
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| Author | Cong Xu <congxu17@gmail.com>, Zheng Li <zheng.li@outlook.com>, Ming Wang <mwang@phs.psu.edu> |
| Maintainer | Zheng Li <zheng.li@outlook.com> |
| License | GPL-2 |
| Version | 1.5 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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