Package com.numericalmethod.suanshu.stats.regression.linear.glm

Interface Summary

GLMFitting

This interface represents a fitting method for estimating β in a Generalized Linear Model (GLM).

Class Summary

GeneralizedLinearModel	The Generalized Linear Model (GLM) is a flexible generalization of the Ordinary Least Squares regression.
GLMBeta	This is the estimate of beta, β^, in a Generalized Linear Model.
GLMProblem	This is a Generalized Linear regression problem.
GLMResiduals	Residual analysis of the results of a Generalized Linear Model regression.
IWLS	This implementation estimates parameters β in a GLM model using the Iteratively Re-weighted Least Squares algorithm.