The basic practice of statistics
著者
書誌事項
The basic practice of statistics
Macmillan Education, c2018
8th ed
- : hardcover
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注記
Includes bibliographical references (p. 673-693) and index
Part VI(Optional companion chapters) is available online
内容説明・目次
内容説明
A student studying subjects like science, economics or politics should know how to crunch numbers. But getting to grips with statistics can be tricky for students. That's where Basic Practice of Statistics comes in. Written by leaders in statistics education, this textbook teaches students how to think about and interrogate data.
It reflects the everyday practice of statistics where knowing how to interpret data is just as important as its production. The book equips students to carry out statistical procedures which they can use in their studies and future employment.
Part of the best-selling Moore family of statistics books, Basic Practice of Statistics is designed for a one-semester 'introduction to statistics' course. This eighth edition is available on SaplingPlus.
目次
PART I: EXPLORING DATA.- 0. Getting Started.- 1. Picturing Distributions with Graphs.- 2. Describing Distributions with Numbers.- 3. The Normal Distributions.- 4. Scatterplots and Correlation.- 5. Regression.- 6. Two-Way Tables*.- 7. Exploring Data: Part I Review. PART II: PRODUCING DATA. 8. Producing Data: Sampling.- 9. Producing Data: Experiments.- 10. Data Ethics*.- 11. Producing Data: Part II Review. PART III: FROM DATA PRODUCTION TO INFERENCE. 12. Introducing Probability.- 13. General Rules of Probability*.- 14. Binomial Distributions*.- 15. Sampling Distributions.- 16. Confidence Intervals: The Basics.- 17. Tests of Significance: The Basics.- 18. Inference in Practice.- 19. From Data Production to Inference: Part III Review. PART IV: INFERENCE ABOUT VARIABLES. 20. Inference about a Population Mean.- 21. Comparing Two Means.- 22. Inference about a Population Proportion.- 23. Comparing Two Proportions.- 24. Inference about Variables: Part IV Review. PART V: INFERENCE ABOUT RELATIONSHIPS. 25. Two Categorical Variables: The Chi-Square Test.- 26. Inference for Regression.- 27. One-Way Analysis of Variance: Comparing Several Means. PART VI: OPTIONAL COMPANION CHAPTERS(available online). 28. Nonparametric Tests.- 29. Multiple Regression.- 30. More about Analysis of Variance.- 31. Statistical Process Control.- 32. Resampling: Permutation Tests and the Bootstrap.
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