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The Kaiser Meyer Olkin test and Bartlett's sphericity test were firstly carried out to determine if the data was suitable for performing the EFA [24].
While the data did demonstrate significant departures from normality (as is expected with ordinal data), the other diagnostic checks were appropriately met and so we concluded that our data was suitable for factor analysis.
To ensure that the data was suitable for regression analysis, we checked the normality of residuals and for the presence of outliers with high leverage values in the final models.
EFA was performed on the first sample using SPSS version 11.5, after first confirming that the data was suitable for factor analysis.
However, the number of subjects was almost five times the number of items and the Kaiser-Meyer-Olkin indicated that the data was suitable for this PCA.
A tight quantum clustering (QC) was observed in the scores plot following the principal component analysis, which indicates that the quality of the data was suitable for further analysis.
Similar(54)
It is expected that these measures and data are suitable to be used in SPC.
This study assessed whether ambulance dispatch data are suitable for influenza surveillance.
Satellite sensor-derived data are suitable for regional estimations of several important biophysical variables.
These experimental data are suitable for use in verification of numerical models.
Thus, our data are suitable for discussing the seismicity of oceanic events in the northern part of the aftershock zone.
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