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Exploratory Factor Analysis (Paperback, Annotated edition)
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Exploratory Factor Analysis (Paperback, Annotated edition)
Series: Quantitative Applications in the Social Sciences
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A firm knowledge of factor analysis is key to understanding much
published research in the social and behavioral sciences.
Exploratory Factor Analysis by W. Holmes Finch provides a solid
foundation in exploratory factor analysis (EFA), which along with
confirmatory factor analysis, represents one of the two major
strands in this field. The book lays out the mathematical
foundations of EFA; explores the range of methods for extracting
the initial factor structure; explains factor rotation; and
outlines the methods for determining the number of factors to
retain in EFA. The concluding chapter addresses a number of other
key issues in EFA, such as determining the appropriate sample size
for a given research problem, and the handling of missing data. It
also offers brief introductions to exploratory structural equation
modeling, and multilevel models for EFA. Example computer code, and
the annotated output for all of the examples included in the text
are available on an accompanying website.
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