The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project.
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| Title: | The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project. |
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| Authors: | Sunderland, Kelly M.1 ksunderland@research.baycrest.org, Beaton, Derek1 dbeaton@research.baycrest.org, Fraser, Julia2 j3fraser@uwaterloo.ca, Kwan, Donna3 donna.kwan@queensu.ca, McLaughlin, Paula M.3 paula.mclaughlin@queensu.ca, Montero-Odasso, Manuel3,4,5 manuel.monteroodasso@sjhc.london.on.ca, Peltsch, Alicia J.3 aliciap@fnti.net, Pieruccini-Faria, Frederico3,4,5 frederico.faria@sjhc.london.on.ca, Sahlas, Demetrios J.6 sahlas@hhsc.ca, Swartz, Richard H.7,8 rick.swartz@sunnybrook.ca, Strother, Stephen C.1,9 sstrother@research.baycrest.org, Binns, Malcolm A.1,10 mbinns@research.baycrest.org, ONDRI Investigators (CORPORATE AUTHOR) |
| Source: | BMC Medical Research Methodology. 5/15/2019, Vol. 19 Issue 1, pN.PAG-N.PAG. 1p. 1 Diagram, 3 Charts, 5 Graphs. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 136461775 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Sunderland%2C+Kelly+M%2E%22">Sunderland, Kelly M.</searchLink><relatesTo>1</relatesTo><i> ksunderland@research.baycrest.org</i><br /><searchLink fieldCode="AR" term="%22Beaton%2C+Derek%22">Beaton, Derek</searchLink><relatesTo>1</relatesTo><i> dbeaton@research.baycrest.org</i><br /><searchLink fieldCode="AR" term="%22Fraser%2C+Julia%22">Fraser, Julia</searchLink><relatesTo>2</relatesTo><i> j3fraser@uwaterloo.ca</i><br /><searchLink fieldCode="AR" term="%22Kwan%2C+Donna%22">Kwan, Donna</searchLink><relatesTo>3</relatesTo><i> donna.kwan@queensu.ca</i><br /><searchLink fieldCode="AR" term="%22McLaughlin%2C+Paula+M%2E%22">McLaughlin, Paula M.</searchLink><relatesTo>3</relatesTo><i> paula.mclaughlin@queensu.ca</i><br /><searchLink fieldCode="AR" term="%22Montero-Odasso%2C+Manuel%22">Montero-Odasso, Manuel</searchLink><relatesTo>3,4,5</relatesTo><i> manuel.monteroodasso@sjhc.london.on.ca</i><br /><searchLink fieldCode="AR" term="%22Peltsch%2C+Alicia+J%2E%22">Peltsch, Alicia J.</searchLink><relatesTo>3</relatesTo><i> aliciap@fnti.net</i><br /><searchLink fieldCode="AR" term="%22Pieruccini-Faria%2C+Frederico%22">Pieruccini-Faria, Frederico</searchLink><relatesTo>3,4,5</relatesTo><i> frederico.faria@sjhc.london.on.ca</i><br /><searchLink fieldCode="AR" term="%22Sahlas%2C+Demetrios+J%2E%22">Sahlas, Demetrios J.</searchLink><relatesTo>6</relatesTo><i> sahlas@hhsc.ca</i><br /><searchLink fieldCode="AR" term="%22Swartz%2C+Richard+H%2E%22">Swartz, Richard H.</searchLink><relatesTo>7,8</relatesTo><i> rick.swartz@sunnybrook.ca</i><br /><searchLink fieldCode="AR" term="%22Strother%2C+Stephen+C%2E%22">Strother, Stephen C.</searchLink><relatesTo>1,9</relatesTo><i> sstrother@research.baycrest.org</i><br /><searchLink fieldCode="AR" term="%22Binns%2C+Malcolm+A%2E%22">Binns, Malcolm A.</searchLink><relatesTo>1,10</relatesTo><i> mbinns@research.baycrest.org</i><br /><searchLink fieldCode="AR" term="%22ONDRI+Investigators%22">ONDRI Investigators</searchLink> (CORPORATE AUTHOR) – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22BMC+Medical+Research+Methodology%22">BMC Medical Research Methodology</searchLink>. 5/15/2019, Vol. 19 Issue 1, pN.PAG-N.PAG. 1p. 1 Diagram, 3 Charts, 5 Graphs. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=136461775 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1186/s12874-019-0737-5 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 1 StartPage: N.PAG Titles: – TitleFull: The utility of multivariate outlier detection techniques for data quality evaluation in large studies: an application within the ONDRI project. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Sunderland, Kelly M. – PersonEntity: Name: NameFull: Beaton, Derek – PersonEntity: Name: NameFull: Fraser, Julia – PersonEntity: Name: NameFull: Kwan, Donna – PersonEntity: Name: NameFull: McLaughlin, Paula M. – PersonEntity: Name: NameFull: Montero-Odasso, Manuel – PersonEntity: Name: NameFull: Peltsch, Alicia J. – PersonEntity: Name: NameFull: Pieruccini-Faria, Frederico – PersonEntity: Name: NameFull: Sahlas, Demetrios J. – PersonEntity: Name: NameFull: Swartz, Richard H. – PersonEntity: Name: NameFull: Strother, Stephen C. – PersonEntity: Name: NameFull: Binns, Malcolm A. – PersonEntity: Name: NameFull: ONDRI Investigators IsPartOfRelationships: – BibEntity: Dates: – D: 15 M: 05 Text: 5/15/2019 Type: published Y: 2019 Identifiers: – Type: issn-print Value: 14712288 Numbering: – Type: volume Value: 19 – Type: issue Value: 1 Titles: – TitleFull: BMC Medical Research Methodology Type: main |
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