Foundations of Factor Analysis, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences)

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Providing a practical, thorough understanding of how factor analysis works, Foundations of Factor Analysis, Second Edition discusses the assumptions underlying the equations and procedures of this method. It also explains the options in commercial computer programs for performing factor analysis and structural equation modeling. This long-awaited edition takes into account the various developments that have occurred since the publication of the original edition.

New to the Second Edition

• A new chapter on the multivariate normal distribution, its general properties, and the concept of maximum-likelihood estimation
• More complete coverage of descriptive factor analysis and doublet factor analysis
• A rewritten chapter on analytic oblique rotation that focuses on the gradient projection algorithm and its applications
• Discussions on the developments of factor score indeterminacy
• A revised chapter on confirmatory factor analysis that addresses philosophy of science issues, model specification and identification, parameter estimation, and algorithm derivation

Presenting the mathematics only as needed to understand the derivation of an equation or procedure, this textbook prepares students for later courses on structural equation modeling. It enables them to choose the proper factor analytic procedure, make modifications to the procedure, and produce new results.

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Foundations of Factor Analysis, Second Edition (Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences) Review

Mulaik's second edition is one of those books, like Bollen's Structural Equations with Latent Variables, that you really, really want on your shelf. When you start asking questions about the deeper workings of factor analysis and factor-based methods, you'll find good, brass-tacks answers in Mulaik's book, and you may hunt a long time to find them anywhere else. I am extremely glad to see this second edition in print. If you want more than "cookbook," "rule of thumb" answers about these techniques, or if you write about these techniques and want to be sure of yourself without wasting weeks of searching, you need this book.

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