Generalized Linear Model estimation Matlab (same as in R)

Version 2.0.0.0 (36.9 KB) by JP
Generalized Linear Model estimation with same results as in R.
198 Downloads
Updated 15 Jul 2022

Generalized Linear Model estimation in Matlab (with same results as in R).
Fits Generalized Linear models with one of the following distributions:
> 'normal'/'gamma'/'inv_gsn'/'poisson'/'binomial'
And one of the following (if compatible) link functions:
> 'id'/'log'/'sqroot'/'power'/'logit'/'probit'/'recip'/'complog'

Estimation procedure has been copied and modified from the package:
> GLMLAB by Peter Dunn (08 Mar 1999)
> Original files: www.mathworks.com/matlabcentral/fileexchange/195-glmlab

This GLM package is essentially the same as Peter Dunn's, but does not
recquire the usage of the GLMLAB GUI and outputs results like in R.
This package also calculates some additional measure-of-fit statistics.

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The results are almost completely identical with the estimation in R.
For comparison, try the Demo.R file (as included in folder) that
gives the same output as the Matlab demo examples. See for yourself.

Cite As

JP (2026). Generalized Linear Model estimation Matlab (same as in R) (https://github.com/vanBrakel/GLM), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2015b
Compatible with any release
Platform Compatibility
Windows macOS Linux

Versions that use the GitHub default branch cannot be downloaded

Version Published Release Notes
2.0.0.0

Added pic

1.0.0.0

Improved description.

Updated title.
Improved doc
Improved title.

To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.