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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The Rise of Resampling
The use and application
of bootstrap resampling gained the spotlight through a larger debate
about null statistical hypothesis testing (NHST). At the end of the
20th century, the role of NHST in evaluating research was under dispute.
Some thought the traditional criteria for determining “statistical
significance”, a p-value < .05, was sufficient, but others critiqued the practice and recommended additional or alternative measures (for an excellent overview of the issues, see Fidler & Cumming, 2008; Killeen, 2008; Schmidt, 1996). Debates on the topic ensued at annual meetings of professional organizations (e.g., the American Educational Research Association; Thompson, 2002) and in journals. (See also Cohen, 1994; Hunter, ...
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