SuanShu, a Java numerical and statistical library



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.
 



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