Mahalanobis Distance Under Non-Normality
| dc.contributor.author | Tiku, Moti L. | |
| dc.contributor.author | Islam, M. Qamarul | |
| dc.contributor.author | Qumsiyeh, Sahar B. | |
| dc.date.accessioned | 2016-06-14T08:54:28Z | |
| dc.date.accessioned | 2025-09-18T14:10:12Z | |
| dc.date.available | 2016-06-14T08:54:28Z | |
| dc.date.available | 2025-09-18T14:10:12Z | |
| dc.date.issued | 2010 | |
| dc.description.abstract | We give a novel estimator of Mahalanobis distance D2 between two non-normal populations. We show that it is enormously more efficient and robust than the traditional estimator based on least squares estimators. We give a test statistic for testing that D2=0 and study its power and robustness properties. | en_US |
| dc.identifier.citation | Islam, Q. (2010). Mahalanobis distance under non-normality. Statistics: A Journal of Theoretical and Applied Statistics, 44(3), 275-290. http://dx.doi.org/10.1080/02331880903043223 | en_US |
| dc.identifier.doi | 10.1080/02331880903043223 | |
| dc.identifier.issn | 0233-1888 | |
| dc.identifier.issn | 1029-4910 | |
| dc.identifier.scopus | 2-s2.0-77951200604 | |
| dc.identifier.uri | https://doi.org/10.1080/02331880903043223 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/13617 | |
| dc.language.iso | en | en_US |
| dc.publisher | Taylor & Francis Ltd | en_US |
| dc.relation.ispartof | Statistics | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Covariance Matrix | en_US |
| dc.subject | Least Squares | en_US |
| dc.subject | Mahalanobis Distance | en_US |
| dc.subject | Maximum Likelihood | en_US |
| dc.subject | Modified Maximum Likelihood | en_US |
| dc.subject | Multivariate | en_US |
| dc.subject | Non-Normality | en_US |
| dc.title | Mahalanobis Distance Under Non-Normality | en_US |
| dc.title | Mahalanobis distance under non-normality | tr_TR |
| dc.type | Article | en_US |
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| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | [Islam, M. Qamarul] Cankaya Univ, Dept Econ, TR-06530 Ankara, Turkey; [Tiku, Moti L.] Middle E Tech Univ, Dept Stat, TR-06531 Ankara, Turkey; [Qumsiyeh, Sahar B.] Arab Amer Univ Jenin, Dept Math & Stat, Jenin, Israel | en_US |
| gdc.description.endpage | 290 | en_US |
| gdc.description.issue | 3 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q3 | |
| gdc.description.startpage | 275 | en_US |
| gdc.description.volume | 44 | en_US |
| gdc.description.woscitationindex | Science Citation Index Expanded | |
| gdc.description.wosquality | Q3 | |
| gdc.identifier.openalex | W2044171267 | |
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| gdc.virtual.author | Islam, M.Qamarul | |
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