Reference

Model fitting

mixpoissonreg() mixpoissonreg.fit()

Mixed Poisson Regression for Overdispersed Count Data

mixpoissonregML() mixpoissonregML.fit()

Maximum Likelihood Mixed Poisson Regression Models for Overdispersed Count Data

Information extraction

summary(<mixpoissonreg>)

Summary Method for mixpoissonreg Objects.

fitted(<mixpoissonreg>)

Fitted Method for mixpoissonreg Objects

coef(<mixpoissonreg>)

Coef Method for mixpoissonreg Objects.

vcov(<mixpoissonreg>)

Calculate Variance-Covariance Matrix for mixpoissonreg Objects

residuals(<mixpoissonreg>)

Residuals Method for mixpoissonreg Objects

logLik(<mixpoissonreg>)

logLik Method for mixpoissonreg Objects

predict(<mixpoissonreg>)

Predict Method for mixpoissonreg Objects

Visualization

autoplot(<mixpoissonreg>)

Autoplot Method for mixpoissonreg Objects

plot(<mixpoissonreg>)

Plot Diagnostics for mixpoissonreg Objects

local_influence_plot(<mixpoissonreg>)

Local Influence Plot Diagnostics for Mixed Poisson Regression Models

local_influence_autoplot(<mixpoissonreg>)

Local Influence Autoplots for mixpoissonreg Objects

Global influence

hatvalues(<mixpoissonreg>) cooks.distance(<mixpoissonreg>) influence(<mixpoissonreg>)

Global Influence Diagnostics for Mixed Poisson Regression Models

Local influence

local_influence(<mixpoissonreg>)

Local Influence Diagnostics for Mixed Poisson Regression Models

Tidyverse compatibility

augment(<mixpoissonreg>)

Augment data with information from a mixpoissonreg object

glance(<mixpoissonreg>)

Glance at a mixpoissonreg object

tidy(<mixpoissonreg>)

Tidy a mixpoissonreg object

tidy_local_influence(<mixpoissonreg>) local_influence_benchmarks(<mixpoissonreg>)

Tidy Functions for Local Influence Diagnostics for mixpoissonreg Objects

Generics

local_influence() local_influence_plot()

Local Influence Diagnostics

local_influence_autoplot() tidy_local_influence() local_influence_benchmarks()

Tidy Functions for Local Influence Diagnostics

Data sets

Attendance

Attendance Records data set