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Introduction to the Fifth Edition |
v |
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What's New? |
v |
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Audience |
v |
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Organization |
v |
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SPSS Versions |
vi |
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Availability of SPSS |
vi |
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Conventions |
vi |
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Screenshots |
vi |
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Practice Exercises |
vii |
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Acknowledgments |
vii |
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Chapter 1 |
Getting Started |
1 |
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1.1 |
Starting SPSS |
1 |
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1.2 |
Entering Data |
1 |
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1.3 |
Defining Variables |
2 |
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1.4 |
Loading and Saving Data Files |
5 |
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1.5 |
Running Your First Analysis |
6 |
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1.6 |
Examining and Printing Output Files |
7 |
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1.7 |
Modifying Data Files |
8 |
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Chapter 2 |
Entering and Modifying Data |
11 |
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2.1 |
Variables and Data Representation |
11 |
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2.2 |
Transformation and Selection of Data |
12 |
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Chapter 3 |
Descriptive Statistics |
17 |
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3.1 |
Frequency Distributions and Percentile Ranks for a Single Variable |
17 |
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3.2 |
Frequency Distributions and Percentile Ranks for Multiple Variables |
20 |
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3.3 |
Measures of Central Tendency and Measures of Dispersion for a Single Group |
21 |
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3.4 |
Measures of Central Tendency and Measures of Dispersion for Multiple Groups |
24 |
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3.5 |
Standard Scores |
27 |
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Chapter 4 |
Graphing Data |
29 |
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4.1 |
Graphing Basics |
29 |
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4.2 |
The New SPSS Chart Builder |
29 |
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4.3 |
Bar Charts, Pie Charts, and Histograms |
31 |
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4.4 |
Scatterplots |
33 |
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4.5 |
Advanced Bar Charts |
36 |
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4.6 |
Editing SPSS Graphs |
39 |
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Chapter 5 |
Prediction and Association |
41 |
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5.1 |
Pearson Correlation Coefficient |
41 |
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5.2 |
Spearman Correlation Coefficient |
43 |
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5.3 |
Simple Linear Regression |
45 |
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5.4 |
Multiple Linear Regression |
49 |
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Chapter 6 |
Parametric Inferential Statistics |
53 |
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6.1 |
Review of Basic Hypothesis Testing |
53 |
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6.2 |
Single-Sample t Test |
55 |
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6.3 |
The Independent-Samples t Test |
58 |
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6.4 |
Paired-Samples t Test |
61 |
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6.5 |
One-Way ANOVA |
65 |
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6.6 |
Factorial ANOVA |
69 |
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6.7 |
Repeated Measures ANOVA |
72 |
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6.8 |
Mixed-Design ANOVA |
75 |
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6.9 |
Analysis of Covariance |
79 |
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6.10 |
Multivariate Analysis of Variance (MANOVA) |
81 |
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Chapter 7 |
Nonparametric Inferential Statistics |
85 |
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7.1 |
Chi-Square Goodness of Fit |
85 |
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7.2 |
Chi-Square Test of Independence |
87 |
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7.3 |
Mann-Whitney U Test |
90 |
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7.4 |
Wilcoxon Test |
93 |
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7.5 |
Kruskal-Wallis H Test |
95 |
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7.6 |
Friedman Test |
97 |
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Chapter 8 |
Test Construction |
99 |
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8.1 |
Item-Total Analysis |
99 |
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8.2 |
Cronbach’s Alpha |
100 |
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8.3 |
Test-Retest Reliability |
101 |
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8.4 |
Criterion-Related Validity |
102 |
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Appendix A |
Effect Size |
103 |
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Appendix B |
Practice Exercise Data Sets |
109 |
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Practice Data Set 1 |
109 |
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Practice Data Set 2 |
110 |
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Practice Data Set 3 |
110 |
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Appendix C |
Glossary |
113 |
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Appendix D |
Sample Data Files Used in Text |
117 |
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COINS.SAV |
117 |
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GRADES.SAV |
117 |
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HEIGHT.SAV |
117 |
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QUESTIONS.SAV |
117 |
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RACE.SAV |
118 |
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SAMPLE.SAV |
118 |
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SAT.SAV |
118 |
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Other Files |
118 |
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Appendix E |
Information for Users of Earlier Versions of SPSS |
119 |
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Appendix F |
Graphing Data with SPSS 13.0 and 14.0 |
121 |
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