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Nonetheless, its application to parts of the data is appropriate to initially restrict the range of cluster numbers to be evaluated in detail based on k-means clustering results.
It would be important to at least examine the full report to ensure that the data is appropriate for making claims in an academic opinion piece.
Determine if the data is appropriate for the type of item you're reviewing.
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As well, our data are somewhat dated, although we believe that the data are appropriate for documenting baseline measures of quality of care by RWP status, and demonstrating how the Institute of Medicine's recommendation to use population-based data to evaluate quality of care can be operationalized using data from a population-based, clinical outcomes surveillance project.
Although the sample size was small, diagnostic checks suggested that the data were appropriate for parametric statistical analysis methods.
When Bartlett's test is significant (p<0.001) it indicates that the data are appropriate for factor analysis.
Data for reaction time and escape distance met assumptions of normality and homogeneity of variances (Levene's test) confirming that the data were appropriate for ANOVA.
Bartlett's test was significant (p<0.001) and the KMO was 0.91 indicating that the data were appropriate for a factor analysis.
Confirmation that the properties of the data were appropriate for this analysis necessitated, as a pre-requisite, several tests as outlined by Haccou & Meelis [ 15].
Kaiser-Meyer-Olkin coefficient for sampling adequacy was estimated 0.913 while for the Bartlett test of sphericity x2 = (12506.097) df = 666, p < =0.001, suggesting that the data were appropriate to be subjected to factor analysis.
Before conducting a factor analysis, some parameters were checked to ensure that the data were appropriate for factor analysis: A Kolmogorov-Smirnov-test revealed that data are normally distributed.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com