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For professional researchers and casual readers alike, STATISTICS WITH STATA opens the door to the full use of the popular Stata program?a fast, flexible, and easy-to-use environment for data management and statistics analysis. Now integrating Stata's impressive new graphics, this comprehensive book presents hundreds of examples showing how you can apply Stata to accomplish a wide variety of tasks. Like Stata itself, STATISTICS WITH STATA will make it easier for you to move fluidly through the world of modern data analysis.
Table of Contents
Preface. 1. Stata and Stata Resources. 2. Data Management. 3. Graphs. 4. Summary Statistics and Tables. 5. ANOVA and other Comparison Methods. 6. Linear Regression Analysis. 7. Regression Diagnostics. 8. Fitting Curves. 9. Robust Regression. 10. Logistic Regression. 11. Survival and Event-Count Models. 12. Principal Components, Factor, and Cluster Analysis. 13. Time Series Analysis. 14. Survey Data Analysis. 15. Multilevel and Mixed-Effects Modeling. 16. Introduction to Programming. References. Index.