Small Group Statistics: A Monte Carlo Comparison of Parametric and Randomization Tests.
Under some conditions, behavioral research includes statistical tests to assess the probability of experimental outcomes. Occasionally, sample sizes are insufficient to fulfill the assumptions of traditional parametric procedures. The following study assessed the statistical advantages, corresponden...
| Publicado en: | Behavior & Social Issues Vol. 12; no. 1; pp. 53 - 64 |
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| Autores principales: | , , , , , , , |
| Formato: | Artículo |
| Publicado: |
Walden Fellowship, Inc.
Fall/Winter 2002
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| Materias: | |
| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ssf&AN=510268627&site=ehost-live header: @attributes: shortDbName: ssf uiTerm: 510268627 longDbName: Social Sciences Full Text (H.W. Wilson) uiTag: AN controlInfo: bkinfo: jinfo: jid: 10649506 G26 jtl: Behavior & Social Issues issn: 10649506 maglogo: N pubinfo: dt: Fall/Winter 2002 vid: 12 iid: 1 pid: 19839 pub: Walden Fellowship, Inc. artinfo: ui: 510268627 ppf: 53 ppct: 11 formats: fmt: – @attributes: type: T – @attributes: type: P size: 372KB tig: atl: Small Group Statistics: A Monte Carlo Comparison of Parametric and Randomization Tests. aug: au: Ninness, Chris Newton, Richard Saxon, Jamie Rumph, Robin Bradfield, Anna Harrison, Carol Vasquez, Eleazar Ninness, Sharon K. su: Psychological techniques Psychology -- Statistical methods Monte Carlo method sug: subj: Psychological techniques Psychology -- Statistical methods Monte Carlo method ab: Under some conditions, behavioral research includes statistical tests to assess the probability of experimental outcomes. Occasionally, sample sizes are insufficient to fulfill the assumptions of traditional parametric procedures. The following study assessed the statistical advantages, correspondence, and accuracy of univariate analyses when small-n samples are calculated in both randomized and traditional/parametric formats. Specifically, we compared probability values for both parametric and randomized two-sample independent t-tests across a series of Monte Carlo, pseudorandom two-group data sets of equal size. In doing so, we identified some patterns of probability change associated with decreasing group size. Reprinted by permission of the publisher. pubtype: Academic Journal doctype: Article src: R language: English refInfo: copyright: @attributes: flag: N holdings: @attributes: islocal: N |
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