Outliers : Detection and Analysis
by
Apra Lipi
Book Details
Format
Paperback / Softback
ISBN-10
1685075541
ISBN-13
9781685075545
Publisher
Nova Science Publishers Inc
Imprint
Nova Science Publishers Inc
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jan 28th, 2022
Print length
141 Pages
Weight
236 grams
Dimensions
15.40 x 22.90 x 1.20 cms
Product Classification:
Mathematics
Ksh 15,300.00
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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.
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