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
Linear Regression
The Linear Regression Model
Using Linear Regression to Predict Polishing Times
Creating a Scatterplot of the Dependent by the Independent
Running the Analysis
Coefficients
Checking the Model Fit
Checking the Normality of the Error Term
Checking Independence of the Error Term
Identifying Influential Points
Summary
Using Linear Regression to Model Vehicle Sales
Running the Analysis
Checking the Model Fit
Coefficients
Collinearity Diagnostics
Running a Stepwise Linear Regression
Collinearity Diagnostics
Checking the Model Fit
Stepwise Coefficients
Checking the Normality of the Error Term
Casewise Diagnostics
Residual Scatterplots
Identifying Influential Points
Summary
Related Procedures
Recommended Readings
Discriminant Analysis
Factor Analysis
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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