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Furthermore, to test multivariate effects on the total direct costs, a multivariate ANCOVA was performed with the total direct costs as the dependent variable.
To control for an overestimation of the multivariate effects arising from data-mining, we have to accommodate the test statistics of our results.
A sequence of statistical analyses were designed and applied in order to quantify the relationships, comprising exploratory correlation analysis to identify pairwise linear associations, factor analysis to assess multivariate effects and nonparametric regression tree methods to more carefully explore interactions.
The device will include the capability for handling samples that have been neutron irradiated in order to consider the multivariate effects of neutrons, plasma, and high heat-flux on the microstructure of divertor candidate materials.
Significant multivariate effects were followed by univariate ANOVAs.
Upon significant multivariate effects, the related univariate tests were considered.
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The overall multivariate effect for gender was significant, approximate multivariate F (8, 239) = 40.55, p < .0005.0005
The multivariate effect for the covariate (age) and the multivariate Dress by Sex interaction were not significant.
Regarding motivational imagery ability, when sport type was controlled for, cluster membership demonstrated a significant multivariate effect.
The estimate ˆD can therefore serve not only as a test statistic, but also as an interpretable measure of multivariate effect size.
Multivariate analysis of variance indicated a significant multivariate effect due to year of consultation on participants' mean ratings for the general characteristics of photovoltaic panels (F 7,23) = 556.85, p < .001).001
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