Other packages > Find by keyword >

glam  

Generalized Additive and Linear Models (GLAM)
View on CRAN: Click here


Download and install glam package within the R console
Install from CRAN:
install.packages("glam")

Install from Github:
library("remotes")
install_github("cran/glam")

Install by package version:
library("remotes")
install_version("glam", "1.0.2")



Attach the package and use:
library("glam")
Maintained by
Andrew Cooper
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-07-09
Latest Update: 2024-07-09
Description:
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>.
How to cite:
Andrew Cooper (2024). glam: Generalized Additive and Linear Models (GLAM). R package version 1.0.2, https://cran.r-project.org/web/packages/glam. Accessed 08 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited glam R package
View glam citation profile
Other R packages that glam depends, imports, suggests or enhances
Complete documentation for glam
Functions, R codes and Examples using the glam R package
Full glam package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

box  
Write Reusable, Composable and Modular R Code
A modern module system for R. Organise code into hierarchical, composable, reusable modules, and us ...
Download / Learn more Package Citations See dependency  
FastGaSP  
Fast and Exact Computation of Gaussian Stochastic Process
Implements fast and exact computation of Gaussian stochastic process with the Matern kernel using fo ...
Download / Learn more Package Citations See dependency  
Morpho  
Calculations and Visualisations Related to Geometric Morphometrics
A toolset for Geometric Morphometrics and mesh processing. This includes (among other stuff) mesh d ...
Download / Learn more Package Citations See dependency  
skewt  
The Skewed Student-t Distribution
Density, distribution function, quantile function and random generation for the skewed t distributio ...
Download / Learn more Package Citations See dependency  
productplots  
Product Plots for R
Framework for visualising tables of counts, proportions and probabilities. The framework is called ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,752

Author Associations

28,084

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA