bizicount-class {bizicount} R Documentation

## The bizicount S4 Class

### Description

Note that bizicount objects are generally S3, and should use S3 syntax. This S4 class is defined only for compatability with texreg. However, the contents of bizicount objects is the same in both S3 and S4, so the descriptions below apply in both cases.

### Slots

coef

Coefficients of the model

coef.nid

Coefficients without margin IDs

coef.orig

Coefficients prior to transformations, for Gaussian dependence and negative binomial dispersion.

coef.orig.nid

Coefficients prior to transforms, no margin IDs.

se

Asymptotic standard errors based on observed Fisher Information

se.nid

Standard errors without margin IDs

z

z-scores for parameter estimates

z.nid

z-scores without margin IDs

p

p-values for parameter estimates

p.nid

p-values without margin IDs

coefmats

A list containing coefficient matrices for each margin

loglik

Scalar log-likelihood at convergence

grad

n.iter

Number of quasi-newton fitting iterations.

covmat

Covariance matrix of parameter estimates based on observed Fisher Information

aic

Model's Akaike information

bic

Model's Bayesian information criterion

nobs

Number of observations

margins

Marginal distributions used in fitting

link.zi,link.ct

Names of link functions used in fitting

invlink.ct,invlink.zi

Inverse link functions used in fitting (the actual function, not their names)

outcomes

Name of the response vector

conv

Integer telling convergence status.

cop

The copula used in fitting

starts

list of starting values used

call

The model's call

model

List containing model matrices, or NULL if keep = F.

scaled

List indicating which covariates of each margin were scaled according to the scaling parameter.

[Package bizicount version 1.2.0 Index]