Robust Model-Based Clustering

Documentation for package ‘otrimle’ version 2.0

banknote	Swiss Banknotes Data
generator.otrimle	Generates random data from OTRIMLE output model
InitClust	Robust Initialization for Model-based Clustering Methods
kerndenscluster	Aggregated distance to elliptical unimodal density over clusters
kerndensmeasure	Statistic measuring closeness to symmetric unimodal distribution
kerndensp	Closeness of multivariate distribution to elliptical unimodal distribution
kmeanfun	Mean and standard deviation of unimodality statistic
ksdfun	Mean and standard deviation of unimodality statistic
otrimle	Optimally Tuned Robust Improper Maximum Likelihood Clustering
otrimleg	OTRIMLE for a range of numbers of clusters with density-based cluster quality statistic
otrimlesimg	Adequacy approach for number of clusters for OTRIMLE
plot.otrimle	Plot Methods for OTRIMLE Objects
plot.rimle	Plot Methods for RIMLE Objects
plot.summary.otrimlesimgdens	Adequacy approach for number of clusters for OTRIMLE
print.otrimle	Optimally Tuned Robust Improper Maximum Likelihood Clustering
print.rimle	Robust Improper Maximum Likelihood Clustering
print.summary.otrimlesimgdens	Adequacy approach for number of clusters for OTRIMLE
rimle	Robust Improper Maximum Likelihood Clustering
summary.otrimlesimgdens	Adequacy approach for number of clusters for OTRIMLE