TY - BOOK AU - Brown, David S. TI - Statistics and Data Visualization Using R: The Art and Practice of Data Analysis SN - 9781544333861 U1 - 001.4226 PY - 2022/// CY - California PB - Sage Publication Inc. KW - Quantitative Research - R (Computer Program Language) N1 - 1. Getting Started 2. An Introduction to Data Analysis 3. Describing Data 4. Central Tendency and Dispersion 5. Univariate and Bivariate Descriptions of Data 6. Transforming Data 7. Some Principles of Displaying Data 8. The Essentials of Probability Theory 9. Confidence Intervals and Testing Hypotheses 10. Making Comparisons 11. Controlled Comparisons 12. Linear Regression 13. Multiple Regression 14. Dummies and Interactions 15. Diagnostics I: Is Ordinary Least Squares Appropriate? 16. Diagnostics II: Residuals, Leverages and Measures of Influence 17. Logistic Regression ER -