RJC: Rotnitzky-Jewell Information Criterion

View source: R/mc_RJC.R

RJCR Documentation

Rotnitzky-Jewell Information Criterion

Description

Compute the Rotnitzky-Jewell information criterion for an object of mcglm class. WARNINGS: This function is limited to models with ONE response variable.

Usage

RJC(object, id, verbose = TRUE)

Arguments

object

an object of mcglm class.

id

a vector which identifies the clusters. The length and order of id should be the same as the number of observations. Data are assumed to be sorted so that observations on a cluster are contiguous rows for all entities in the formula.

verbose

logical. Print or not the RJC value.

Value

The value of the Rotnitzky-Jewell information criterion. Note that the function assumes that the data are in the correct order.

Author(s)

Wagner Hugo Bonat, wbonat@ufpr.br

Source

Wang, M. (2014). Generalized Estimating Equations in Longitudinal Data Analysis: A Review and Recent Developments. Advances in Statistics, 1(1)1–13.

See Also

gof, plogLik, pAIC, pKLIC, ESS and GOSHO.


mcglm documentation built on Sept. 16, 2022, 1:06 a.m.