Stats - Richard D. De Veaux, Paul F. Velleman, David E. Bock

Stats

Data and Models: International Edition
Media-Kombination
840 Seiten
2004
Pearson
978-0-321-26970-6 (ISBN)
86,60 inkl. MwSt
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Intended for the introductory statistics course and students majoring in any field. This book offers Math Boxes, which present the mathematical underpinnings of the statistical methods and concepts, and advanced topics that are often covered in a two-semester course, and the inclusion of non-parametrics.
This book is written for the introductory statistics course and students majoring in any field. It is written in an approachable, informal style that invites students to think about how to reason when data is available. Stats: Data and Models (SDM), as compared to Intro Stats, offers Math Boxes, which present the mathematical underpinnings of the statistical methods and concepts, and advanced topics (Ch. 28-31) that are often covered in a two-semester course, plus the inclusion of non-parametrics. SDM carries a core focus on statistical thinking and understanding analyses throughout the text, emphasizing how statistics helps us to understand the world. The book also recognizes the central role that technology plays in statistics. SDM is organized into short teachable chapters that focus on one topic at a time, offering instructors flexibility in selecting topics while students receive digestible chunks of information that build on previous material before moving on.

I. Exploring and Understanding Data


1. Stats Starts Here



2. Data



3. Displaying Categorical Data



4. Displaying Quantitative Data



5. Describing Distributions Numerically



6. The Standard Deviation as a Ruler and the Normal Model



II. Exploring Relationships between Variables


7. Scatterplots, Association, and Correlation



8. Linear Regression



9. Regression Wisdom



10. Re-Expressing Data: It's easier than you think



III. Gathering Data


11. Understanding Randomness



12. Sample Surveys



13. Experiments



IV. Randomness and Probability


14. From Randomness to Probability



15. Probability Rules!



16. Random Variables



17. Probability Models



V. From The Data at Hand to the World at Large


18. Sampling Distribution Models



19. Confidence Intervals for Proportions



20. Testing Hypotheses about Proportions



21. More About Tests



22. Comparing Two Proportions



VI. Learning About the World


23. Inferences About Means



24. Comparing Means



25. Paired Samples and Blocks26. Comparing Counts



VII. Modeling the World


27. Inferences for Regression



28. Analysis of Variance



29. Two Way Analysis of Variance



30. Multiple Regression



31. Multiple Regression Wisdom

Erscheint lt. Verlag 7.4.2004
Sprache englisch
Maße 214 x 252 mm
Gewicht 1560 g
Themenwelt Mathematik / Informatik Mathematik Statistik
ISBN-10 0-321-26970-5 / 0321269705
ISBN-13 978-0-321-26970-6 / 9780321269706
Zustand Neuware
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