Generalized Linear Models extension for Statsample
Ruby
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Latest commit 1cb9798 Sep 4, 2016 @lokeshh lokeshh committed with v0dro Improve predict (#38)
* add test for bug

* set order of vectors for predict to work correctly

* improve testing

README.md

statsample-glm

Build Status

Gem Version

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

Requires ruby 2.0.0 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.

Installation

gem install statsample-glm

Usage

To use the library

require 'statsample-glm'

Blogs

Case Studies

Documentation

The API doc is online. For more code examples see also the spec files in the source tree.

Project home page

http://github.com/sciruby/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.