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`

Gradient vector at convergence

`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`

.

*bizicount*version 1.3.3 Index]