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CUB (version 0.1)

cubshe: Main function for CUB models with a shelter effect

Description

Estimate and validate a CUB model with a shelter effect.

Usage

cubshe(m, ordinal, shelter, maxiter, toler, makeplot,summary)

Arguments

m
Number of ordinal categories
ordinal
Vector of ordinal responses
shelter
Category corresponding to the shelter choice
maxiter
Maximum number of iterations allowed for running the optimization algorithm
toler
Fixed error tolerance for final estimates
makeplot
Logical: if TRUE (default), the algorithm returns a graphical plot comparing fitted probabilities and observed relative frequencies
summary
Logical: if TRUE, summary results of the fitting procedure are displayed on screen

Value

An object of the class "CUB"

References

Iannario M. (2012). Modelling shelter choices in a class of mixture models for ordinal responses, Statistical Methods and Applications, 21, 1--22