Package dev.nm.stat.regression.linear.glm.distribution.link

Interface Summary

Interface	Description
LinkFunction	This interface represents a link function g(x) in Generalized Linear Model (GLM).

Class Summary

Class	Description
LinkCloglog	This class represents the complementary log-log link function: \[ g(x) = \log(-\log(1 - x)) \]
LinkIdentity	This class represents the identity link function: \[ g(x) = x \]
LinkInverse	This class represents the inverse link function: \[ g(x) = 1/x \]
LinkInverseSquared	This class represents the inverse-squared link function: \[ g(x) = 1/x^{2} \]
LinkLog	This class represents the log link function: \[ g(x) = \log(x) \]
LinkLogit	This class represents the logit link function: \[ g(x) = \log(\frac{\mu}{1-\mu}) \]
LinkProbit	This class represents the Probit link function, which is the inverse of cumulative distribution function of the standard Normal distribution N(0, 1).
LinkSqrt	This class represents the square-root link function: \[ g(x) = \sqrt{x} \]