Generalized Linear Models for Panel Data
Overview
Provides generalized linear models for panel data, including pooled, fixed-effects, and random-effects estimators for continuous, binary, and count outcomes. Offers a unified interface for fitting and analysing panel regression models, with efficient computation for large datasets. Estimators and tests follow standard panel-data references, including Hausman (1978) doi:10.2307/1913827, Chamberlain (1980) doi:10.2307/2297110, Allison and Waterman (2002) doi:10.1111/1467-9531.00117, and Croissant and Millo (2008) doi:10.18637/jss.v027.i02. Core numerical routines are implemented using 'Rcpp', 'RcppArmadillo', and 'RcppParallel'.
- Added
\valuedocumentation toconfint.panglm(),fitted.panglm(),summary.panglm(), andvcov.panglm(), describing the structure and meaning of each return value (CRAN resubmission).
From NEWS.md in the release
Install
Health
- OK13 OKNow
- OK3 OK2026-09-22
Documentation
- Help pages
- 17 (1 internal)includes a package overview page
- Examples that run
- 100%14 run in a plain check
- Exported functions with examples
- 100%
- Documented parameters
- 100%
- Return-value docs
- 100%
- Help pages citing references
- 0%
Downloads
Repository
- PRs merged (all time)
- 100%
- Median days to close, 50 most recently updated closed issues
- not measured
- Median days to close, 50 most recently updated closed PRs
- 0
Commits over time
5 development-tooling and community-health practices detected across 4 families in the upstream repository
Checks run against github.com/ielbadisy/panglm on 2026-10-21.
The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel
Dependencies
Installing panglm adds 4 packages (4 with compiled code, 9.2 MB of source tarballs). Heaviest: data.table 5.7 MB, Rcpp 1.8 MB, RcppArmadillo 1.0 MB.
Code & Tests
Datasets
People & History
- 1.1.4Latest2026-09-22 · current release
- RR 4.6.0 released · 2026-04-24
Package metadata
- First published
- 2026-09-22
- Total releases
- 1 / 1 yrs
- License
- MIT + file LICENSE OSI
- Minimum R
- ≥ 3.6.0
- Bundled data
- 2.3 KB / 1 file
- Download size
- 411 KB
Cite
Cite this package
Run in R for the authors' preferred citation:
citation("panglm")This package has no citation file, so citation() returns this entry built from DESCRIPTION.
Cite the R Observatory
For a number measured here: a download total, a coverage figure, an archival date.
From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.