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Index
Cover Title Copyright Contents Preface About the Authors 1. Introduction
Research Problems and Variables Research Hypotheses and Research Questions A Sample Research Problem: The Modified High School and Beyond (HSB) Study Research Questions for the Modified HSB Study Frequency Distributions Levels of Measurement Descriptive Statistics Conclusions About Measurement and the Use of Statistics The Normal Curve Interpretation Questions
2. Data Coding and Exploratory Analysis (EDA)
Rules for Data Coding Exploratory Data Analysis (EDA) Statistical Assumptions Checking for Errors and Assumptions With Ordinal and Scale Variables Problem 2.1: Descriptive Statistics for Ordinal and Scale Variables Problem 2.2: Boxplots for Ordinal and Scale Variables Problem 2.3: Boxplots Split by a Dichotomous Variable Problem 2.4: Using Tables for EDA with Dichotomous Variables Problem 2.5: Using Frequency Tables Problem 2.6: Bar Charts Problem 2.7: Histograms and Frequency Polygons Problem 2.8: Matrix Scatterplots Problem 2.9: Transforming Variables Interpretation Questions Extra SPSS Problems
3. Several Measures of Reliability
Problem 3.1: Cronbach's Alpha for the Motivation Scale Problems 3.2 and 3.3: Cronbach's Alpha for the Competence and Pleasure Scales Problem 3.4: Test-Retest Reliability Using Correlation Problem 3.5: Intraclass Correlation Coefficients (ICC) Problem 3.6: Cohen's Kappa With Nominal Data Interpretation Questions Extra SPSS Problems
4. Exploratory Factor Analysis and Principal Components Analysis
Problem 4.1: Factor Analysis on Math Attitude Variables Problem 4.2: Principal Components Analysis on Achievement Variables Interpretation Questions Extra SPSS Problems
5. Selecting and Interpreting Inferential Statistics
Selection of Inferential Statistics The General Linear Model Interpreting the Results of a Statistical Test A Review of How to Select and Interpret Basic Inferential Statistics Review of Writing About Your Outputs Interpretation Questions
6. Multiple Regression
Problem 6.1: Using the Simultaneous Method to Compute Multiple Regression Problem 6.2: Simultaneous Regression Correcting Multicollinearity Problem 6.3: Hierarchical Multiple Linear Regression Problem 6.4: Forward Multiple Linear Regression Problem 6.5: Backward Elimination Multiple Linear Regression Interpretation Questions Extra SPSS Problems
7. Mediation, Moderation, and Canonical Correlation
Mediation Moderation Canonical Correlation Problem 7.1: Computing Statistical Mediation Problem 7.2: Moderation Problem 7.3: Moderation: Graphing the Slopes Problem 7.4: Canonical Correlation Interpretation Questions Extra SPSS Problems
8. Logistic Regression and Discriminant Analysis
Problem 8.1: Logistic Regression Problem 8.2: Hierarchical Logistic Regression Problem 8.3: Discriminant Analysis Interpretation Questions Extra SPSS Problems
9. Factorial ANOVA and ANCOVA
Problem 9.1: Factorial (Two-Way) ANOVA Problem 9.2: Post Hoc Analyses of a Significant Interaction Problem 9.3: Analyses of Covariance (ANCOVA) Interpretation Questions Extra SPSS Problems
10. Repeated-Measures and Mixed ANOVAs
The Product Data Set Problem 10.1: Repeated-Measures ANOVA Problem 10.2: The Friedman Nonparametric Test for Several Related Samples Problem 10.3: Mixed ANOVA Interpretation Questions Extra SPSS Problems
11. Multivariate Analysis of Variance (MANOVA)
Problem 11.1: GLM Single-Factor Multivariate Analysis of Variance Problem 11.2: GLM Two-Factor Multivariate Analysis of Variance Problem 11.3: Mixed MANOVA Interpretation Questions Extra SPSS Problems
12. Multilevel Linear Modeling/Hierarchical Linear Modeling
Problem 12.1: Unconditional Level 1 Repeated-Measures Model Problem 12.2: Repeated Measures with Level 2 Predictor Problem 12.3: Unconditional Individuals-Nested-in-Schools Model Problem 12.4: Conditional Individuals-Nested-in-Schools Model with Level 1 Covariate Interpretation Questions Extra SPSS Problems
13. Missing Data and Multiple Imputation
Randomness of Missing Data Problem 13.1: Patterns of the Missing Data Problem 13.2: Restructuring and Imputing the Data Problem 13.3: Mixed Models Analysis after Imputed Data Interpretation Questions Extra SPSS Problems
A. Getting Started With SPSS and Other Useful Procedures B. Review of Basic Statistics C. Writing Research Problems and Questions D. Answers to Odd Interpretation Questions For Further Reading Index
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