A Guide for Statistical Tests and Interpretations with SPSS (Hardcover, 1)

Part 1: Introduction To Quantitative Research Methods, Data Modification & Descriptive Statistics? 1. Understanding Quantitative Research as a Precursor to the Statistical Pathways? 2. Data Manipulation & Sample Modification Techniques? 3. Describing Trends and Patterns of the Data Using Univariate Statistics? 4. Bivariate and Multivariate Descriptive Statistics Using Non-Parametric Tests;? Part 2: Inferential Statistical Analyses Using Hypothesis Testing, Comparison of Means Tests & Average Differences? 5. Introduction to Inferential Statistics and Understanding the Nuances of Inference based Testing and Generalizability of Data? 6. Bivariate Hypothesis Testing Using an Independent Samples Comparison of Means t-test using a Dichotomous Independent Variable? 7. Bivariate Hypothesis Testing Using Comparison of Means using More than Two Groups, One-Way ANOVA? 8. Multivariate Hypothesis Testing Using Comparison of Means using Two-Way Factorial ANOVA? 9. Multivariate Hypothesis Testing Using Comparison of Means by Advanced ANOVA Statistical Hypothesis Testing using ANCOVA, MANOVA, MANCOVA;? Part 3: Inferential Statistics with A Focus on Associations & Predictions Using Correlation & Regression Models? 10. Correlations with Interval-Ratio Continuous Data? 11. A World of Prediction(s) Using Regression Analyses: Multiple Linear Regression, Hierarchical Regression, and Logistic Regression;? APPENDIX A: Revised Tables for Peer Reviewed Articles, Theses, or Dissertations