summary.mcemGLMM: Summary method for mcemGLMM objects

In mcemGLM: Maximum Likelihood Estimation for Generalized Linear Mixed Models

Summary method for mcemGLMM objects

Description

Summary for an object obtained from mcemGLMM.

Usage

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

Arguments

object	a model fitted with the mcemGLMM function.
...	additional arguments.

Details

The function prints a table for Wald tests for the fixed effect coefficients and the variance estimators. For the negative binomial and the gamma distributions the estimate of \alpha is reported with its respective standard error.

Value

A list with the following items:

coefficients

a list with the fixed effects coefficients and the predicted random effects.

var.est

the estimated variances for each variance component.

std.err

the standard errors for the fixed effects coefficients and the variance estimates.

z.val

z test values for the fixed effects coefficients and the variance estimators.

Author(s)

Felipe Acosta Archila <[e-mail]>

mcemGLM documentation built on April 3, 2023, 5:43 p.m.