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Generalized Additive and Linear Models (GLAM)

0packages depend
2Kdownloads / year
90.9%test coverage
13/13flavors OK

Overview

About

Contains methods for fitting Generalized Linear Models (GLMs) and Generalized Additive Models (GAMs). Generalized regression models are common methods for handling data for which assuming Gaussian-distributed errors is not appropriate. For instance, if the response of interest is binary, count, or proportion data, one can instead model the expectation of the response based on an appropriate data-generating distribution. This package provides methods for fitting GLMs and GAMs under Beta regression, Poisson regression, Gamma regression, and Binomial regression (currently GLM only) settings. Models are fit using local scoring algorithms described in Hastie and Tibshirani (1990) doi:10.1214/ss/1177013604.

Install

Health

CRAN checks
13OK
Slowest check: 1.2 min · r-oldrel-windows-x86_64
Status changes
  • OK13 OK2026-08-05
  • NOTE12 OK, 1 NOTE2026-08-01
  • OK14 OK2026-03-10
Advisories

none known

Documentation

In release 1.0.2
READMEYes · 17 wordsVignettesYes · 1 · dynamicNEWSYes · 67% structured · does not mention 1.0.2Citation fileNoWebsitenot declared in DESCRIPTION
Help pages
1
Examples that run
100%1 run in a plain check
Exported functions with examples
100%
Documented parameters
100%
Return-value docs
100%
Help pages citing references
0%
Vignettes (1)

Downloads

2K
CRAN downloads in the past year
Rank #23,492 · ~6/day · ~168/mo
Daily download trend is not available in this view yet.
22830 days
54590 days
2K1 year
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Also on65 r2u4 autocran

Dependencies

Declared dependencies
4 external dependencies (excludes base and recommended)

Installing glam adds 3 packages (1 with compiled code, 579 KB of source tarballs). Heaviest: iterators 293 KB, gam 198 KB, foreach 88 KB.

Depends (0)
none
Imports (2)
gamstats
LinkingTo (0)
none
Enhances (0)
none
Reverse dependencies
0direct
0indirect

Nothing depends on this yet.

People & History

People (1)
Author, Maintainer since 1.0.2 (2024), Copyright holder
Releases (1)
  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • 1.0.2Latest
    2024-07-09 · current release
  • R
    R 4.4.0 released · 2024-04-24

Package metadata

First published
2024-07-09
Total releases
1 / 2 yrs
License
MIT + file LICENSE OSI
Download size
36 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("glam")
Cooper, A. (2024). glam: Generalized Additive and Linear Models (GLAM) (Version 1.0.2) [Computer software]. https://doi.org/10.32614/CRAN.package.glam

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.

APA

Balamuta, J. J. (2026). R Observatory: Metrics for glam version 1.0.2 [Data set]. HJJB, LLC. Data release v2026-10-21. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-21, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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