Statistics using Stata : an integrative approach
著者
書誌事項
Statistics using Stata : an integrative approach
Cambridge University Press, 2020
2nd ed
- : pbk
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注記
First ed. 2016
Includes bibliographical references (p. 709-712) and index
内容説明・目次
内容説明
Building upon the success of the first edition, Statistics Using Stata uses the latest version of Stata to meet the needs of today's students. Engaging and accessible for students from a variety of mathematical backgrounds, this textbook integrates statistical concepts with the Stata (version 16) software package. It aligns Stata commands with examples based on real data, enabling students to understand statistics in a way that reflects statistical practice. Capitalizing on Stata's menu-driven 'point and click' and program syntax interface, the chapters guide students from the comfortable 'point and click' environment to the beginnings of statistical programming. Its coverage of essential topics gives instructors flexibility in curriculum planning and provides students with more advanced material to prepare for future work. Online resources - including solutions to exercises, PowerPoint slides, and Stata syntax (do-files) for each chapter - allow students to review independently and adapt code to analyze new problems.
目次
- 1. Introduction
- 2. Examining univariate distributions
- 3. Measures of location, spread, and skewness
- 4. Re-expressing variables
- 5. Exploring relationships between two variables
- 6. Simple linear regression
- 7. Probability fundamentals
- 8. Theoretical probability models
- 9. The role of sampling in inferential statistics
- 10. Inferences involving the mean of a single population when σ is known
- 11. Inferences involving the mean when σ is not known: one- and two-sample designs
- 12. Research design: introduction and overview
- 13. One-way analysis of variance
- 14. Two-way analysis of variance
- 15. Correlation and simple regression as inferential techniques
- 16. An introduction to multiple regression
- 17. Two-way interactions in multiple regression
- 18. Nonparametric methods
- 19. Communicating your Stata results via Excel.
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