https://github.com/bwlewis/GLM

Notes on generalized linear models
https://github.com/bwlewis/GLM

Last synced: 3 months ago
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Notes on generalized linear models

• Host: GitHub
• URL: https://github.com/bwlewis/GLM
• Owner: bwlewis
• Created: 2013-07-11T18:29:39.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2018-10-18T17:54:53.000Z (about 6 years ago)
• Last Synced: 2024-05-31T21:02:23.307Z (6 months ago)
• Language: TeX
• Homepage: http://bwlewis.github.io/GLM
• Size: 3.2 MB
• Stars: 111
• Watchers: 7
• Forks: 16
• Open Issues: 4
• Metadata Files:
  • Readme: README.md

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README

        
Generalized linear models, abridged.

===============

See our old notes on this project at: http://bwlewis.github.io/GLM.

Very revised and updated notes are in process as of October, 2018.

Here are some slides from a talk at the Cleveland R User Group: https://bwlewis.github.io/GLM/October_2018_CLERUG.html

Our current experimental reference SVD-based GLM implementation, based in turn

on Dianne O'Leary's QR implementation from 1990, can be found here:

https://github.com/bwlewis/GLM/blob/master/glm.svd.r That code is robust and

fast and replicates R's column subset selection routine by falling back to R's

default rank-revealing QR factorization in edge cases. But it's still a work in

progress.