The practice of statistics in the life sciences

著者

書誌事項

The practice of statistics in the life sciences

Brigitte Baldi, David S. Moore

W.H. Freeman, c2014

3rd ed., student ed

  • : hardcover

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注記

Includes bibliographical references (p. 649-678) and index

内容説明・目次

内容説明

This remarkably engaging textbook is the perfect learning resource for undergraduate and postgraduate biology students studying statistics and data analysis. Part of the best-selling Moore family of statistics books, it covers essential statistical topics with examples and exercises drawn from across the field of life sciences, including disciplines such as nursing, public health, and allied health. Based on David Moore's classic The Basic Practice of Statistics, this textbook applies the bestseller's signature emphasis on statistical thinking, real data and what statisticians actually do, to the world of life sciences, helping engage students and underlining how statistics can directly apply to the projects they're working on. The new edition includes new and updated exercises, examples, and samples of real data, as well as an expanded range of media tools for students and instructors. This textbook is also available on LaunchPad.

目次

1. Picturing Distributions with Graphs.- 2. Describing Distributions with Numbers.- 3. Scatterplots and Correlation.- 4. Regression.- 5. Two-Way Tables.- 6. Exploring Data: Part I Review.- 7. Samples and Observational Studies.- 8. Designing Experiments.- 9. Introducing Probability.- 10. General Rules of Probability.- 11. The Normal Distributions.- 12. Discrete Probability Distributions.- 13. Sampling Distributions.- 14. Introduction to Inference.- 15. Inference in Practice.- 16. From Exploration to Inference: Part II Review.- 17. Inference about a Population Mean.- 18. Comparing Two Means.- 19. Inference about a Population Proportion.- 20. Comparing Two Proportions.- 21. The Chi-Square Test for Goodness of Fit.- 22. The Chi-Square Test for Two-Way Tables.- 23. Inference for Regression.- 24. One-Way Analysis of Variance: Comparing Several Means.- 25. Inference: Part III Review.- Optional Companion Chapters (available at www.whfreeman.com/psls3e).- 26. More about Analysis of Variance: Follow-up Tests and Two-Way ANOVA.- 27. Nonparametric Tests.- 28. Multiple Regression.

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