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Data Analysis with IBM SPSS Statistics

You're reading from   Data Analysis with IBM SPSS Statistics Implementing data modeling, descriptive statistics and ANOVA

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Product type Paperback
Published in Sep 2017
Publisher Packt
ISBN-13 9781787283817
Length 446 pages
Edition 1st Edition
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Authors (2):
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Ken Stehlik-Barry Ken Stehlik-Barry
Author Profile Icon Ken Stehlik-Barry
Ken Stehlik-Barry
Anthony Babinec Anthony Babinec
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Anthony Babinec
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Toc

Table of Contents (17) Chapters Close

Preface 1. Installing and Configuring SPSS FREE CHAPTER 2. Accessing and Organizing Data 3. Statistics for Individual Data Elements 4. Dealing with Missing Data and Outliers 5. Visually Exploring the Data 6. Sampling, Subsetting, and Weighting 7. Creating New Data Elements 8. Adding and Matching Files 9. Aggregating and Restructuring Data 10. Crosstabulation Patterns for Categorical Data 11. Comparing Means and ANOVA 12. Correlations 13. Linear Regression 14. Principal Components and Factor Analysis 15. Clustering 16. Discriminant Analysis

Discriminant analysis setup - key decisions

You can run discriminant either from the menus or via syntax. When running discriminant analysis, you must make several higher-level decisions about the analysis.

Priors

First, do you have any prior information about the relative sizes of the target variable classes in the population? In the absence of any knowledge of target class sizes, you can use equal prior probabilities, which is the default, or prior probabilities can be in the proportions of the target variable class sizes in the data. A third alternative is that you can specify your own target class prior probabilities. The list of probabilities must sum to 1. Prior probabilities are used during classification. For more...

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