cplm-class

$,cplm-method

[,cplm,character,missing,missing-method

[,cplm,numeric,missing,missing-method

[[,cplm,character,missing-method

[[,cplm,numeric,missing-method

model.matrix,cplm-method

names,cplm-method

show,cplm-method

terms,cplm-method

formula,cplm-method

cpglm-class

coef,cpglm-method

fitted.values,cpglm-method

fitted,cpglm-method

residuals,cpglm-method

resid,cpglm-method

AIC,cpglm,missing-method

deviance,cpglm-method

df.residual,cpglm-method

vcov,cpglm-method

summary,cpglm-method

cpglmm-class

print,cpglmm-method

summary,cpglmm-method

show,cpglmm-method

VarCorr,cpglmm-method

vcov,cpglmm-method

summary.cpglmm-class

bcpglm-class

plot,bcpglm,missing-method

summary,bcpglm-method

bcpglmm-class

NullNum-class

NullList-class

NullFunc-class

Documented here are the class <code>"cplm"</code> used to repesent a compound Poisson linear model object and its derived classes <code>"cpglm"</code>, <code>"cpglmm"</code>, <code>"bcpglm"</code> and <code>"bcpglmm"</code>. Several primitive methods and statistical methods are created to facilitate the extraction of specific slots and further statistical analysis. <code>"NullNum"</code>,  <code>"NullList"</code> and <code>"NullFunc"</code> are virtual classes for <code>c("NULL", "numeric")</code>, <code>c("NULL","list")</code> and <code>c("NULL","function")</code>, respectively.

classes

cplm-class-methods

Fit Tweedie compound Poisson linear and linear mixed-effect models using Monte Carlo EM, Laplacian approximation and MCMC methods.

Wayne Zhang

cplm

Tweedie compound Poisson linear models

cplm-class-methods function

Class <code>"cpglm"</code> extends class <code>"<links4class>cplm</links4class>"</code>, directly.

Class <code>"cpglmm"</code> extends class <code>"<links4class>mer</links4class>"</code> and class <code>"<links4class>cplm</links4class>"</code>, directly.

Class <code>"summary.cpglmm"</code>  extends class <code>"<links4class>cpglmm</links4class>"</code>, directly; 
class <code>"<links4class>mer</links4class>"</code>, by class "cpglmm", distance 2;
class <code>"<links4class>cplm</links4class>"</code>, by class "cpglmm", distance 2.

Class <code>"bcpglm"</code> extends class <code>"<links4class>cplm</links4class>"</code>, directly.

Class <code>"bcpglmm"</code> extends class <code>"<links4class>bcpglm</links4class>"</code>, directly;
Class <code>"<links4class>cplm</links4class>"</code>, by class "bcpglm", distance 2.

Extends

Classes and Methods for a Compound Poisson Linear Model Object

cplm-class-methods: Classes and Methods for a Compound Poisson Linear Model Object

Description

Arguments

Extends

See Also