How to Use SPSS® : A Step-By-Step Guide to Analysis and Interpretation (Hardcover, 9 ed)

Chapter 1: Getting Started 1.1 ? Starting SPSS 1.2 ? Entering Data 1.3 ? Defining Variables 1.4 ? Loading and Saving Data Files 1.5 ? Running Your First Analysis 1.6 ? Examining and Printing Output Files 1.7 ? Modifying Data Files Chapter 2: Entering and Modifying Data 2.1 ? Variables and Data Representation 2.2 ? Selection and Transformation of Data Chapter 3: Descriptive Statistics 3.1 ? Frequency Distributions and Percentile Ranks for a Single Variable 3.2 ? Frequency Distributions and Percentile Ranks for Multiple Variables 3.3 ? Measures of Central Tendency and Measures of Dispersion for a Single Group 3.4 ? Measures of Central Tendency and Measures of Dispersion for Multiple Groups 3.5 ? Standard Scores Chapter 4: Graphing Data 4.1 ? Graphing Basics 4.2 ? Bar Charts, Pie Charts, and Histograms 4.3 ? The SPSS Chart Builder 4.4 ? Scatterplots 4.5 ? Advanced Bar Charts 4.6 ? Editing SPSS Graphs Chapter 5: Prediction and Association 5.1 ? Pearson Correlation Coefficient 5.2 ? Spearman Correlation Coefficient 5.3 ? Simple Linear Regression 5.4 ? Multiple Linear Regression Chapter 6: Parametric Inferential Statistics 6.1 ? Review of Basic Hypothesis Testing 6.2 ? Single-Sample t Test 6.3 ? Independent-Samples t Test 6.4 ? Paired-Samples t Test 6.5 ? One-Way ANOVA 6.6 ? Factorial ANOVA 6.7 ? Repeated-Measures ANOVA 6.8 ? Mixed-Design ANOVA 6.9 ? Analysis of Covariance 6.10 ? Multivariate Analysis of Variance (MANOVA) Chapter 7: Nonparametric Inferential Statistics 7.1 ? Chi-Square Goodness of Fit 7.2 ? Chi-Square Test of Independence 7.3 ? Mann-Whitney U Test 7.4 ? Wilcoxon Test 7.5 ? Kruskal-Wallis H Test 7.6 ? Friedman Test Chapter 8: Test Construction 8.1 ? Item-Total Analysis 8.2 ? Cronbach’s Alpha 8.3 ? Test-Retest Reliability 8.4 ? Criterion-Related Validity Appendix A: Effect Size Appendix B: Practice Exercise Data Sets Appendix C: Sample Data Files Used in Text Appendix D: Selecting the Appropriate Inferential Test Appendix E: Glossary