Contents
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Index
Summary Statistics Using Frequencies
Summary Statistics Using Descriptives
Exploratory Data Analysis
Analysis of Cross-classifications Using Crosstabs
The Summarize Procedure
The Means Procedure
The OLAP Cubes Procedure
T Tests
One-Sample T Test
Paired-Samples T Test
Independent-Samples T Test
One-Way Analysis of Variance
GLM Univariate
Bivariate Correlations
Linear Regression
Discriminant Analysis
Factor Analysis
Factor Analysis
Factor Analysis Methods
Using Factor Analysis for Data Reduction
Running the Analysis
Communalities
Total Variance Explained
Scree Plot
Rotated Component Matrix
Component Score Coefficient Matrix
Scatterplot Matrix of Component Scores
Summary
Using Factor Analysis for Structure Detection
Running the Analysis
KMO and Bartlett's Test
Communalities
Total Variance Explained
Scree Plot
Factor Matrix
Rotated Factor Matrix
Summary
Related Procedures
Recommended Readings
Hierarchical Cluster Analysis
K-Means Cluster Analysis
Nonparametric Tests
The Chi-Square Test
The Binomial Test Procedure
The Runs Test Procedure
One-Sample Kolmogorov-Smirnov Procedure
Nonparametric Tests for Two Independent Samples
Nonparametric Tests for Multiple Independent Samples
Nonparametric Tests for Two Related Samples
Nonparametric Tests for Multiple Related Samples
ROC Curve
Control Charts
Data Files Used
Table of Contents
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