Outliers detection and analysis / Apra Lipi, Kishan Kumar and Soubhik Chakraborty.
| Author/creator | Lipi, Apra |
| Other author | Kumar, Kishan. |
| Other author | Chakraborty, Soubhik. |
| Format | Electronic |
| Publication Info | New York : Nova Science Publishers, [2022] |
| Description | ix, 141 pages : illustrations ; 23 cm. |
| Supplemental Content | Full text available from Ebook Central - Academic Complete |
| Subjects |
| Series | Mathematics research developments |
| Abstract | "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 behaviors. Furthermore, some methods of detecting outliers in multivariate data using the clustering algorithm approach are also discussed"-- Provided by publisher. |
| Bibliography note | Includes bibliographical references (pages [131]-136) and index. |
| Access restriction | Available only to authorized users. |
| Technical details | Mode of access: World Wide Web |
| Genre/form | Electronic books. |
| LCCN | 2022001014 |
| ISBN | 9781685075545 (paperback) |
| ISBN | (adobe pdf) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Electronic Resources | Access Content Online | ✔ Available |