Name | Description | Type | Package | Framework |
GLMBinomial | This is the Binomial distribution of the error distribution in GLM model. | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
GLMExponentialDistribution | This interface represents a probability distribution from the exponential family. | Interface | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
GLMFamily | Family provides a convenient way to specify the error distribution and link function used in GLM model. | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
GLMGamma | This is the Gamma distribution of the error distribution in GLM model. | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
GLMGaussian | This is the Gaussian distribution of the error distribution in GLM model. | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
GLMInverseGaussian | This is the Inverse Gaussian distribution of the error distribution in GLM model. | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
GLMPoisson | This is the Poisson distribution of the error distribution in GLM model. | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution | SuanShu |
LinkCloglog | This class represents the complementary log-log link function: g(x) = log(-log(1 - x)) | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkFunction | This interface represents a link function g(x) in Generalized Linear Model (GLM). | Interface | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkIdentity | This class represents the identity link function:See Also:GeneralizedLinearModel | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkInverse | This class represents the inverse link function:See Also:GeneralizedLinearModel | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkInverseSquared | This class represents the inverse-squared link function:See Also:GeneralizedLinearModel | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkLog | This class represents the log link function:See Also:GeneralizedLinearModel | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkLogit | This class represents the logit link function: g(x) = log(frac{mu}{1-mu}) | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkProbit | This class represents the Probit link function, which is the inverse of cumulative distribution function of the standard Normal distribution N(0, 1). | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |
LinkSqrt | This class represents the square-root link function:See Also:GeneralizedLinearModel | Class | com.numericalmethod.suanshu.stats.regression.linear.glm.distribution.link | SuanShu |