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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 2. Accessing and Organizing Data FREE CHAPTER 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

Selecting a random sample of cases

Sample permanently draws a random sample of cases to process in all the subsequent procedures. Use Sample to draw a random sample of cases.

Sample allows two different specifications. One way to run it is to specify a decimal value between 0 and 1 reflecting the approximate fraction of cases that you would like to see in the sample. The second is to select an exact-size random sample, specify a positive number that is less than the file size, and follow it with the keyword FROM and the active dataset size.

To illustrate sampling, suppose you want to draw an approximately 30 percent sample from the GSS2016 active file. We will demonstrate the effect of sampling by obtaining statistics on age before and after sampling.

Here is the SPSS code:

DESCRIPTIVES VARIABLES=age
/STATISTICS=MEAN STDDEV MIN MAX.
FILTER OFF.
USE ALL.
SAMPLE .30.
DESCRIPTIVES VARIABLES...
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