Commonality analysis: partitioning variance to facilitate better understanding of data.
In early intervention, researchers often are interested in interpretation aids that can help determine the relative importance of variables when multiple regression models are used, and that facilitate deeper insight into prediction dynamics. Commonality analysis is one approach for helping research...
| Publicado en: | Journal of Early Intervention Vol. 28; no. 4; pp. 299 - 308 |
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| Autores principales: | , |
| Formato: | equations & formulas tables/charts Journal Article |
| Publicado: |
Sage Publications Inc.
Summer2006
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=106245417&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 106245417 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 10538151 0VW jtl: Journal of Early Intervention issn: 10538151 maglogo: N pubinfo: dt: Summer2006 vid: 28 iid: 4 pid: 20732 pub: Sage Publications Inc. place: Thousand Oaks, California artinfo: ui: 106245417 106245417 2009510577 10.1177/105381510602800405 106245417 ppf: 299 ppct: 9 formats: fmt: @attributes: type: P tig: atl: Commonality analysis: partitioning variance to facilitate better understanding of data. aug: au: Zientek LR Thompson B affil: Texas A&M University sug: subj: Models, Statistical Methods Multiple Regression Methods Analysis of Variance Methods Multivariate Analysis Methods Step-Wise Multiple Regression Methods ab: In early intervention, researchers often are interested in interpretation aids that can help determine the relative importance of variables when multiple regression models are used, and that facilitate deeper insight into prediction dynamics. Commonality analysis is one approach for helping researchers understand the contributions independent or predictor variables make in a given regression model. The purposes of the present paper are to (a) provide a general overview of multiple regression analysis and its application in early intervention research, (b) explain how to conduct a commonality analysis, and (c) illustrate how commonality analysis might be used as an interpretation aid in an early intervention research context. pubtype: Academic Journal doctype: equations & formulas tables/charts Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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