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- W2138855221 abstract "ultivariate Analysis of Variance (MANOVA) is a popular tool used by social science researchers and others, allowing for the analysis of multiple dependent variables with one or more independent factors. The null hypothesis being tested by MANOVA is µ1 = µ2 = µ3 where µk is the vector of means for group k. When this hypothesis is rejected due to a significant test statistic, researchers may be interested in to which groups or dependent variable(s) the result applies. Given that rejection of the very general null hypothesis of the MANOVA indicates that there is some difference among the k groups on one or more of the p dependent variables. In order to gain a more complete understanding of the nature of such a significant effect, a researcher may want to use a follow up analysis designed to illuminate the significant result in terms of group differences on the response variables (Tabachnick & Fidell, 2007; Stevens, 1996). A number of such approaches have been discussed in the literature, including the Simultaneous Test Procedure (STP) (Gabriel, 1968), Descriptive Discriminant Analysis (DDA) (Huberty, 1994), a Step Down procedure (SD) (Roy, 1958), two groups multivariate comparisons (Stevens, 1972) and the use of univariate Analysis of Variance (ANOVA). It should be noted that with the exception of the latter approach, all of these methods retain the general multivariate flavor of the original analysis, albeit in very different ways. Indeed, several authors (e.g. Stevens, 1996) argue that whatever follow up to MANOVA is finally used, it needs to be based upon a multivariate platform. Nonetheless, most researchers who make use of MANOVA will have specific questions regarding the nature, in terms of both the response variables and the groups, of the significant differences signaled by the multivariate analysis. This study was designed to examine the performance of one of these follow up methods that may be effective in characterizing a significant MANOVA result." @default.
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- W2138855221 date "2007-01-01" @default.
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- W2138855221 title "Performance of the Roy-Bargmann Stepdown Procedure as a Follow Up to a Significant MANOVA" @default.
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