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xtvfreg: Variance Function Panel Regression

Implements an iterative mean-variance panel regression estimator that allows both the mean and variance of the dependent variable to be functions of covariates. The method alternates between estimating a mean equation (using generalized linear models with Gaussian family) and a variance equation (using generalized linear models with Gamma family on squared within-group residuals) until convergence. Based on the methodology in Mooi-Reci and Liao (2025) <doi:10.1093/esr/jcae052>.

Version:1.1.0
Depends:R (≥ 3.6.0)
Imports:stats,rlang
Suggests:haven,ggplot2,knitr,gt,modelsummary
Published:2025-11-26
DOI:10.32614/CRAN.package.xtvfreg
Author:Tim F. Liao [aut, cre]
Maintainer:Tim F. Liao <tfliao at illinois.edu>
License:MIT + fileLICENSE
NeedsCompilation:no
CRAN checks:xtvfreg results

Documentation:

Reference manual:xtvfreg.html ,xtvfreg.pdf

Downloads:

Package source: xtvfreg_1.1.0.tar.gz
Windows binaries: r-devel:xtvfreg_1.1.0.zip, r-release:xtvfreg_1.1.0.zip, r-oldrel:xtvfreg_1.1.0.zip
macOS binaries: r-release (arm64):xtvfreg_1.1.0.tgz, r-oldrel (arm64):xtvfreg_1.1.0.tgz, r-release (x86_64):xtvfreg_1.1.0.tgz, r-oldrel (x86_64):xtvfreg_1.1.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=xtvfregto link to this page.


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