Mahalanobis distance under non-normality
| dc.authorscopusid | 7005739359 | |
| dc.authorscopusid | 55547120879 | |
| dc.authorscopusid | 35812491600 | |
| 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.available | 2016-06-14T08:54:28Z | |
| dc.date.issued | 2010 | |
| dc.department | Çankaya University | en_US |
| dc.department-temp | [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 |
| 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.description.publishedMonth | 6 | |
| dc.description.woscitationindex | Science Citation Index Expanded | |
| 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.endpage | 290 | en_US |
| dc.identifier.issn | 0233-1888 | |
| dc.identifier.issn | 1029-4910 | |
| dc.identifier.issue | 3 | en_US |
| dc.identifier.scopus | 2-s2.0-77951200604 | |
| dc.identifier.scopusquality | Q4 | |
| dc.identifier.startpage | 275 | en_US |
| dc.identifier.uri | https://doi.org/10.1080/02331880903043223 | |
| dc.identifier.volume | 44 | en_US |
| dc.identifier.wos | WOS:000277727300006 | |
| dc.identifier.wosquality | Q4 | |
| dc.language.iso | en | en_US |
| dc.publisher | Taylor & Francis Ltd | en_US |
| dc.relation.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.scopus.citedbyCount | 5 | |
| 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 | tr_TR |
| dc.title | Mahalanobis Distance Under Non-Normality | en_US |
| dc.type | Article | en_US |
| dc.wos.citedbyCount | 3 | |
| dspace.entity.type | Publication |
Files
License bundle
1 - 1 of 1
No Thumbnail Available
- Name:
- license.txt
- Size:
- 1.71 KB
- Format:
- Item-specific license agreed upon to submission
- Description: