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Outliers

Name: Outliers
Brand: Nova Science Publishers Inc
SKU: 38797961
Price: 101.03 EUR
Availability: InStock
Author: Apra Lipi
ISBN: 9781685075545

Detection and Analysis

Apra Lipi

Jezik

Angleščina

Knjiga Mehka

Koda Libristo: 38797961

Založba Nova Science Publishers Inc, april 2022

This brief monograph, in the broadest terms, reviews some of the techniques for outlier detection an... Celoten opis

Koda Libristo: 38797961

244 b

101.03 €

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This brief monograph, in the broadest terms, reviews some of the techniques for outlier detection and analysis. In addition, the effect of the presence of outliers on the statistical parameters such as higher-order moments, quartiles, deciles, percentiles, skewness, and kurtosis, etc. of the distribution are studied. It also discusses the masking and swamping effect of outliers and some primitive methods of detecting these behaviours. Furthermore, some methods of detecting outliers in multivariate data using the clustering algorithm approach are also discussed.