March 2016
Beginner to intermediate
232 pages
12h 12m
English
Content preview from Exploratory Factor Analysis with SASBecome an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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Application: Replication of Second-Order Factor
While intriguing, and perhaps conceptually sensible, these results are not definitive, and the replicability of second-order factors is not well-studied. It is also possible (or likely) that this scale should have been a single-factor scale from the beginning. As mentioned previously, the best way to test this competing hypothesis is to perform confirmatory factor analysis comparing model fit between the three-factor model, the three-factor model with a higher-order factor, and a one-factor model, using a different, large sample. Then, and only then, would we be able to draw conclusions about the best fitting model for this data. For now, let us take a simple example of replication and see how well ...
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