Statistics using SPSS : an integrative approach
著者
書誌事項
Statistics using SPSS : an integrative approach
Cambridge University Press, 2008
2nd ed
- : pbk
- : hbk
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This is an introductory applied statistics text that can be used for a one- or two-semester course at either the undergraduate or graduate level. Central features are its hands-on approach; the use of real data; the wealth of exercises and illustrated examples using these data; the complete set of detailed answers to exercises in an appendix; the presentation of statistical methods with a clear, conceptual emphasis that includes an historical account of each method; and the integration of SPSS in a way that reflects statistical practice. Step-by-step instructions for using SPSS are provided as each new analytic procedure is introduced. A data CD is included with the text so that students may conduct their own statistical analyses and learn firsthand how statistics is used in practice.
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 o is known
- 11. Inferences involving the mean when o is not known: one and two sample designs
- 12. One-way analysis of variance
- 13. Two-way analysis of variance
- 14. Correlation and simple regression as inferential techniques
- 15. An introduction to multiple regression
- 16. Nonparametric methods
- Appendix A. Data set descriptions
- Appendix B. SPSS macro to generate a sampling distribution of means
- Appendix C. Statistical tables
- Appendix D. References
- Appendix E. Solutions to exercises.
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