Outlier Detection

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Documentation for package ‘OutlierDetection’ version 0.1.1

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dens Outlier detection using Robust Kernal-based Outlier Factor(RKOF) algorithm
depthout Outlier detection using depth based method
disp Outlier detection using genralised dispersion
maha Outlier detection using Mahalanobis Distance
nn Outlier detection using k Nearest Neighbours Distance method
nnk Outlier detection using kth Nearest Neighbour Distance method
OutlierDetection Outlier Detection(Intersection of all the methods)
PCOutlierDetection Principal Component Outlier Detection(Intersection of all the methods applied on pc's)
UnivariateOutlierDetection Univariate Outlier Detection(Intersection of all the methods)