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A Step-By-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling

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A Step-By-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling Cover

 

Synopses & Reviews

Publisher Comments:

Packed with concrete examples, Hatcher's book provides an introduction to more advanced statistical procedures and includes handy appendices that give basic instruction in using SAS. Novice SAS users will find all they need to master SAS basics and to move into advanced statistical analyses in this one book. Featured is a simple, step-by-step approach to testing structural equation models with latent variables using the CALIS procedure. The following topics are explained in easy-to-understand terms: exploratory factor analysis, principal component analysis, and developing measurement models with confirmatory factor analysis. Other covered topics of note include "LISREL-type" analyses with the user-friendly PROC CALIS and solving problems encountered in real-world social science research.

Synopsis:

Table of ContentsChapter 1 Principal Component AnalysisChapter 2 Exploratory Factor AnalysisChapter 3 Assessing Scale Reliability with Coefficient AlphaChapter 4 Path Analysis with Manifest VariablesChapter 5 Developing Measurement Models with Confirmatory FactorChapter 6 Path Analysis with Latent VariablesAppendix A.1 Introduction to SAS Programs, SAS Logs, and SAS OutputAppendix A.2 Data InputAppendix A.3 Working with Variables and Observations in SAS Data SetsAppendix A.4 Exploring Data with PROC MEANS, PROC FREQ, PROC PRINT, and PROC UNIVARIATEAppendix A.5 Preparing Scattergrams and Computing CorrelationsAppendix B Data SetsAppendix C Critical Values of the Chi-Square Distribution

Product Details

ISBN:
9781555446437
Author:
Hatcher, Larry
Publisher:
SAS Institute
Author:
Hatcher, Larry, PH.D. PH.D .
Subject:
General
Subject:
Data processing
Subject:
Factor analysis
Subject:
Mathematical & Statistical Software
Subject:
Probability & Statistics - Multivariate Analysis
Subject:
Factor analysis -- Data processing.
Subject:
Science Reference-Technology
Copyright:
Publication Date:
19940831
Binding:
TRADE PAPER
Language:
English
Illustrations:
Y
Pages:
588
Dimensions:
11.30x8.02x1.29 in. 2.95 lbs.

Related Subjects

Computers and Internet » Operating Systems » General
Computers and Internet » Operating Systems » Unix » Unix Administration
Reference » Science Reference » Technology
Science and Mathematics » Mathematics » General
Science and Mathematics » Mathematics » Probability and Statistics » Statistics
Science and Mathematics » Mathematics » Software

A Step-By-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling Used Trade Paper
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Product details 588 pages SAS Publishing - English 9781555446437 Reviews:
"Synopsis" by , Table of ContentsChapter 1 Principal Component AnalysisChapter 2 Exploratory Factor AnalysisChapter 3 Assessing Scale Reliability with Coefficient AlphaChapter 4 Path Analysis with Manifest VariablesChapter 5 Developing Measurement Models with Confirmatory FactorChapter 6 Path Analysis with Latent VariablesAppendix A.1 Introduction to SAS Programs, SAS Logs, and SAS OutputAppendix A.2 Data InputAppendix A.3 Working with Variables and Observations in SAS Data SetsAppendix A.4 Exploring Data with PROC MEANS, PROC FREQ, PROC PRINT, and PROC UNIVARIATEAppendix A.5 Preparing Scattergrams and Computing CorrelationsAppendix B Data SetsAppendix C Critical Values of the Chi-Square Distribution
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