Includes bibliographical references (pages 461-467) and index.

1. Stata and stata resources -- 2. Data management -- 3. Graphs -- 4. Survey data -- 5. Summary statistics and tables -- 6. ANOVA and other comparison methods -- 7. Linear regression analysis -- 8. Advanced regression methods -- 9. Logistic regression -- 10. Survival and event-count models -- 11. Principal component, factor and cluster analysis -- 12. Time series analysis -- 13. Multilevel and mixed-effects modeling -- 14. Introduction to programming. Your guide to a powerful, state-of-the-art statistical program updated with new topics, examples and organization for Version 12. For students and practicing researchers alike, STATISTICS WITH STATA Version 12 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. Integrating Stata's impressive graphics, this comprehensive book presents hundreds of examples showing how to apply Stata to accomplish a wide variety of tasks. Like Stata itself, STATISTICS WITH STATA will make it easier for readers to move fluidly through the world of modern data analysis.