Generalized Linear Models extension for Statsample
Switch branches/tags
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
lib
spec
.document
.gitignore
.rspec
.travis.yml
Gemfile
LICENSE.txt
README.rdoc
Rakefile
statsample-glm.gemspec

README.rdoc

statsample-glm

Statsample-GLM is an extension of *Generalized Linear Models* to Statsample, a suite of advance statistics in Ruby.

Requires ruby 1.9.3 or higher.

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.

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 for descriptive explanation and examples.

Documentation

The API doc is online. 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 biogems.info/index.html#statsample-glm

Copyright

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

Statsample is © 2009-2013 Claudio Bustos and the Ruby Science Foundation.