https://github.com/ankurgel/statsample-glm

Generalized Linear Models extension for Statsample
https://github.com/ankurgel/statsample-glm

ruby ruby-science-foundation sciruby statistics statsample statsample-glm

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Generalized Linear Models extension for Statsample

• Host: GitHub
• URL: https://github.com/ankurgel/statsample-glm
• Owner: AnkurGel
• License: other
• Created: 2013-09-22T07:40:02.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2014-09-30T06:19:49.000Z (about 10 years ago)
• Last Synced: 2024-09-16T09:48:56.338Z (3 months ago)
• Topics: ruby, ruby-science-foundation, sciruby, statistics, statsample, statsample-glm
• Language: Ruby
• Size: 236 KB
• Stars: 7
• Watchers: 3
• Forks: 13
• Open Issues: 0
• Metadata Files:
  • Readme: README.rdoc
  • License: LICENSE.txt

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README

        
= statsample-glm

{}[http://travis-ci.org/#!/AnkurGel/statsample-glm]

Statsample-GLM is an extension of *Generalized Linear Models* to {Statsample}[https://github.com/SciRuby/statsample], a suite of advance statistics in Ruby.

Requires ruby 1.9.3 or higher.

* {sciruby.com}[http://sciruby.com]

* {Google+}[https://plus.google.com/109304769076178160953/posts]

* {Ankur Goel}[http://ankurgoel.com]

* {Statsample}[https://github.com/SciRuby/statsample]

== Description

Statsample-glm includes the following Generalized Linear Models:

* Iteratively Reweighted Least Squares

  * Poisson Regression

  * Logistic Regression

* Maximum Likelihood Models (Newton Raphson)

  * Logistic Regression

  * Probit Regression

  * Normal Regression

Statsample-GLM was created by Ankur Goel as part of Google's Summer of Code 2013. It is the part of {the SciRuby Project}[http://sciruby.com].

Note: This is under active development!

== Installation

        gem install statsample-glm

== Usage

To use the library 

        require 'statsample-glm'

You can also go through the blog-posts on {my blog}[http://ankurgoel.com] for descriptive explanation and examples.

== Documentation 

The API doc is {online}[http://rubygems.org/gems/statsample-glm]. For more code examples see also the spec files in the source tree.

        

== Contributing

* Fork the project. 

* Create your feature branch

* Add/Modify code. 

* Write equivalent documentation and **tests**.

* Run `rspec` to verify that all test case passes.

* Push your branch.

* Pull request. :)

== Project home page

Information on the source tree, documentation, issues and how to contribute, see

  http://github.com/ankurgel/statsample-glm

This Biogem is published at http://biogems.info/index.html#statsample-glm

== Copyright

Copyright (c) 2013 Ankur Goel and the Ruby Science Foundation. See LICENSE.txt for further details.

Statsample is (c) 2009-2013 Claudio Bustos and the Ruby Science Foundation.