glm.cmp, CMP support {COMPoissonReg}

Supporting Functions for COM-Poisson Regression

Description

Supporting Functions for COM-Poisson Regression

Usage

## S3 method for class 'cmpfit'
summary(object, ...)

## S3 method for class 'cmpfit'
print(x, ...)

## S3 method for class 'cmpfit'
logLik(object, ...)

## S3 method for class 'cmpfit'
AIC(object, ..., k = 2)

## S3 method for class 'cmpfit'
BIC(object, ...)

## S3 method for class 'cmpfit'
coef(object, type = c("vector", "list"), ...)

## S3 method for class 'cmpfit'
nu(object, ...)

## S3 method for class 'cmpfit'
sdev(object, type = c("vector", "list"), ...)

## S3 method for class 'cmpfit'
vcov(object, ...)

## S3 method for class 'cmpfit'
equitest(object, ...)

## S3 method for class 'cmpfit'
leverage(object, ...)

## S3 method for class 'cmpfit'
deviance(object, ...)

## S3 method for class 'cmpfit'
residuals(object, type = c("raw", "quantile"), ...)

## S3 method for class 'cmpfit'
predict(object, newdata = NULL, type = c("response", "link"), ...)

## S3 method for class 'cmpfit'
parametric.bootstrap(object, reps = 1000, report.period = reps + 1, ...)

Arguments

object

object of type cmp.

...

other arguments, such as subset and na.action.

x

object of type cmp.

k

Penalty per parameter to be used in AIC calculation.

type

Specifies quantity to be computed. See details.

newdata

New covariates to be used for prediction.

reps

Number of bootstrap repetitions.

report.period

Report progress every report.period iterations.

Details

The function residuals returns raw residuals when type = "raw" and quantile residuals when type = "quantile".

The function predict returns expected values of the outcomes, eveluated at the computed estimates, when type = "response". When type = "link", a data.frame is instead returned with columns corresponding to estimates of lambda and nu.

The function coef returns a vector of coefficient estimates in the form c(beta, gamma) when type = "vector". When type = "list", the estimates are returned as a list with named elements beta and gamma.

The type argument behaves the same for the sdev function as it does for coef.