glance.mixpoissonreg: Glance at a 'mixpoissonreg' object

In mixpoissonreg: Mixed Poisson Regression for Overdispersed Count Data

Description

Glance accepts a mixpoissonreg object and returns a tibble::tibble() with exactly one row of model summaries. The summaries are Efron's pseudo-R^2, degrees of freedom, AIC, BIC, log-likelihood, the type of model used in the fit ('NB' or 'PIG'), the total number of observations and the estimation method.

Usage

## S3 method for class 'mixpoissonreg'
glance(x, ...)

Arguments

x	A mixpoissonreg object.
...	Additional arguments. Currently not used.

Value

A tibble::tibble() with exactly one row and columns:

• efron.pseudo.r2 Efron's pseudo-R^2, that is, the squared correlation between the fitted values and the response values.

• df.null Degrees of freedom used by the null model.

• logLik The log-likelihood of the model.

• AIC Akaike's Information Criterion for the model.

• BIC Bayesian Information Criterion for the model.

• df.residual Residual degrees of freedom.

• nobs Number of observations used.

• model.type Type of model fitted, "NB" or "PIG".

• est.method The estimation method of the fitted model, "EM" or "ML".

See Also

augment.mixpoissonreg, tidy.mixpoissonreg, tidy_local_influence.mixpoissonreg, autoplot.mixpoissonreg, local_influence_autoplot.mixpoissonreg

mixpoissonreg documentation built on March 11, 2021, 1:07 a.m.