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A Step-by-Step Approach to Using the SAS System for Factor Analysis and Structural Equation Modeling

de Larry Hatcher

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Using easy-to-comprehend terms and uncomplicated examples, author Larry Hatcher walks you, step-by-step, through this introduction to using SAS software for performing advanced statistical procedures in social science research and interpreting the results. Part one of the book discusses exploratory factor analysis at an easily understood, introductory level. Part two instructs the reader on how to use the CALIS procedure to perform confirmatory factor analysis, path analysis with manifest variables, and path analysis with latent variables. This book includes appendices that give basic instruction in using SAS software. Book jacket.… (més)
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An easy to follow introduction to principal component analysis, factor analysis, structural equation modeling, and path analysis. The author's explanations will carry you if you are new to either SAS or statistics. A very friendly introduction that walks you through every step and explains its limitations, and what references to seek for more complex modeling. There are many options that were not covered (cf. some 220 pages on PROC CALIS in the SAS/STAT 9.2 User's Guide). Standard output was thoroughly explained.

Despite its size, those familiar with statistical modeling and SAS will be able to zoom through this. I would recommend this book to people who want an easy introduction to SEM who do not use SAS with the caveat that learning how to encode your models and interpret results in your software is a big task.

This does not cover the derivation or distributional basis of these models or tests which you should be somewhat familiar with to responsibly carry them out in practice. Simple, unidirectional, cross-section models only; no nonrecursive, feedback, or time-series models.

All in all an excellent book that would enable you to carry out path analysis with latent variables on simple models. ( )
  rashtastic | Jul 27, 2011 |
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Using easy-to-comprehend terms and uncomplicated examples, author Larry Hatcher walks you, step-by-step, through this introduction to using SAS software for performing advanced statistical procedures in social science research and interpreting the results. Part one of the book discusses exploratory factor analysis at an easily understood, introductory level. Part two instructs the reader on how to use the CALIS procedure to perform confirmatory factor analysis, path analysis with manifest variables, and path analysis with latent variables. This book includes appendices that give basic instruction in using SAS software. Book jacket.

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