Abstract:Objectives: To suggest reliable location parameters (central value) in multivariate datasets using data depth procedures in order to reduce the presence of outliers. Methods: Applying depth techniques in both outlier-free and outliercontaining scenarios, the data sets starsCYG and delivery time data are utilized to determine the measure of location. Various classical and robust data depth procedures are used to find the location parameters, namely Mahalanobis depth, Tukey's half space depth, Projection depth, … Show more
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