Evaluates the agreement of a given partition with respect to the partition arising from the mixture of multivariate contaminated normal distributions. If the mixture has been fitted for classification purposes, the agreement will be based on the unlabeled observations only.
agree(object, givgroup, criterion = "BIC")A contingency table.
An object of class ContaminatedMixt
vector, of the same dimension of the number of observations used to fit the model in object, representing a given partition
an optional character string with the information criterion to consider; supported values are: "AIC", "AICc", "AICu", "AIC3", "AWE", "BIC", "CAIC", "ICL".
Default value is "BIC".
Antonio Punzo, Angelo Mazza, Paul D. McNicholas
Punzo A., Mazza A. and McNicholas P. D. (2018). ContaminatedMixt: An R Package for Fitting Parsimonious Mixtures of Multivariate Contaminated Normal Distributions. Journal of Statistical Software, 85(10), 1--25.
Punzo A. and McNicholas P. D. (2016). Parsimonious mixtures of multivariate contaminated normal distributions. Biometrical Journal, 58(6), 1506--1537.
ContaminatedMixt-package,
CNmixt