Class: Statsample::GLM::MLE::Logistic

Inherits:
Base
  • Object
show all
Defined in:
lib/statsample-glm/glm/mle/logistic.rb

Overview

Logistic MLE estimation. See Statsample::Regression for methods to generate a logit regression. Usage:

mle=Statsample::GLM::MLE::Logistic.new
mle.newton_raphson(x,y)
beta=mle.coefficients
likelihood=mle.likelihood(x, y, beta)
iterations=mle.iterations

Constant Summary

Constants inherited from Base

Base::MIN_DIFF_PARAMETERS

Instance Attribute Summary

Attributes inherited from Base

#coefficients, #degree_of_freedom, #fitted_mean_values, #iterations, #log_likelihood, #residuals

Method Summary

Methods inherited from Base

#initialize, #newton_raphson, #standard_error

Constructor Details

This class inherits a constructor from Statsample::GLM::MLE::Base