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Data Analysis with IBM SPSS Statistics

You're reading from  Data Analysis with IBM SPSS Statistics

Product type Book
Published in Sep 2017
Publisher Packt
ISBN-13 9781787283817
Pages 446 pages
Edition 1st Edition
Languages
Authors (2):
Ken Stehlik-Barry Ken Stehlik-Barry
Profile icon Ken Stehlik-Barry
Anthony Babinec Anthony Babinec
Profile icon Anthony Babinec
View More author details

Table of Contents (17) Chapters

Preface 1. Installing and Configuring SPSS 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

Comparing Means and ANOVA

One of the fundamental techniques used to check for patterns among data fields involves comparing means across a set of groups. In Chapter 3, Statistics for Individual Data Elements, Means were one of the statistics used as part of the investigation of individual data elements, and they were also included in the group comparison done using the Explore procedure. Here, we will examine mean comparison more formally using significance tests to assess the importance of differences that are present.

Metrics captured for individual units in a dataset, such as length of stay for hospital patients, or sales for a chain of retail stores, can be examined to identity deviations from the overall mean, as well as differences between a pair of subset Means. SPSS Statistics provides a set of procedures designed for various types of mean comparisons. This chapter will...

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