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Judgment of data suitability and reusability for a certain scenario can then be made during this process.
Principal components analysis (PCA) and item response theory (IRT) analyses were used for initial, exploratory review of instrument and item properties after confirmation of data suitability [ 46].
As the review progressed we became aware of various data suitability limitations (see Discussion) and the emergence of two prominent demi-regularities prompted us to narrow our review focus to the two candidate theories discussed below.
This sensitivity considerably reduces the utility of quartet mapping to test data suitability for phylogenetic analyses, since an alignment may be able to resolve most quartets due to LBA.
A correlation and component matrix was created for the assessment of data suitability followed by application of the Kaiser-Meyer-Olkin (KMO) measure and Bartlett's test of sphericity for adequate sampling.
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For the oryx, isothermality contributed the most to models based on both modern and historical data, where suitability was highest at intermediate values, followed by precipitation of the wettest quarter, which had a negative association with suitability in both time periods (Tables 4 and 5).
Using the calibration sample, the data's suitability for factor analysis was checked, an EFA was run on each set of items, and an initial model was proposed.
Since the primary methodological technique used in building the measurement model was to be factor analysis, it was necessary to test the data for suitability with regard to the underlying assumptions.
This confirmed the high quality of the sequencing data and suitability for further analysis.
Indeed, based on genomic data the suitability of tree-like structures to represent the evolutionary history of all organisms has been highly debated [ 4, 8, 47].
Thus baseline data confirmed suitability of control sites to permit post-intervention comparisons, with regard to effectiveness of the intervention in influencing health outcomes.
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