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Teaching Statistics
A Bag of Tricks
Andrew Gelman and Deborah Nolan
320 pages
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numerous figures and tables and 6 halftones
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234x156mm
978-0-19-857224-4
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Paperback
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08 August 2002
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- Written by well-known authors, Andrew Gelman and Deborah Nolan
- Includes demonstrations, examples and assignments to encourage class participation and help in project work
- Hints on how to organise and motivate student groups
- Numerous demostrations and examples included
- Material for introductory classes, but also covers more advanced topics such as survey sampling, Bayesian statistics, and decision analysis
Students in the sciences, economics, psychology, social sciences, and medicine take introductory statistics. Statistics is increasingly offered at the high school level as well. However, statistics can be notoriously difficult to teach as it is seen by many students as difficult and boring, if not irrelevant to their subject of choice. To help dispel these misconceptions, Gelman and Nolan have put together this fascinating and thought-provoking book. Based on years of teaching experience the book provides a wealth of demonstrations, examples and projects that involve active
student participation.
Part I of the book presents a large selection of activities for introductory statistics courses and combines chapters such as, 'First week of class', with exercises to break the ice and get students talking; then 'Descriptive statistics' , collecting and displaying data; then follows the traditional topics - linear regression, data collection, probability and inference. Part II gives tips on what does and what doesn't work in class: how to set up effective demonstrations and examples, how to encourage students to participate in class and work effectively in group projects. A sample course plan is provided. Part III presents material for more advanced courses on topics such as decision theory, Bayesian statistics and
sampling.Readership: For teachers of introductory courses in statistics.
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Andrew Gelman, Professor, Department of Statistics, Columbia University, and Deborah Nolan, Professor, Department of Statistics, University of California Author's Homepage
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"... very readable ... a book to dip into ... a useful companion to have to hand with fresh and relevant ideas." - Mathematics in School "This book contains more material than could possibly be used in a single course; we suggest you read through it all and then try out some of the ideas. Pick and choose what works for you." - Zentralblatt Math "It is certainly a book that I will come back to time and again!" - Teaching Statistics "This is clearly a book that users will want to dip in and out of, and the structure supports this approach with a good subject index as well as an author index." - Teaching Statistics "... a collection of ideas for
enriching the teaching of statistics presented in a systematic way with careful suggestions for their use." - Teaching Statistics "Provides a wealth of demonstrations, examples and projects that involve active student participation." - Mathematical Didactics (MATHDI) "Gelaman's and Nolan's class demonstrations sound so fun and instructive they make me want to build a stats course around them. Why are students in larger than average families? Why are there fewer baby girls in China? After students secretly put sequences of real and made-up random coin tosses on the board, how can Gelman and Nolan tell which are which? How could students who have worked together on such problems not be fascinated with the explanations?" - Frank
Morgan, Williams College "Gelman and Nolan have constructed a tour de force of clever demonstrations that will permit all who use them to communicate more effectively many of the deepest ideas of statisitical thinking." - Howard Wainer, Distinguished Research Scientist, National Board of Medical Examiners, Philadelphia "Teaching Statistics: A Bag of Tricks by Gelman and Nolan could have also been appropriately named "Everything You Always Wanted to Know About Teaching Statistics, but were Afraid to Ask"! Much more than just a collection of engaging activities and examples, it also includes informative discussions of pedagogy and practical tips on everything from course organization to effectively integrating activities into the classroom to
maintaining interest and motivating students. Both new and experienced teachers of statistics will find this book to be a valuable resource." - Roxy Peck, Department of Statistics, Cal Poly, California "This book takes an unusual approach to what you need to know about teaching statistics." - Susan Starkings, London South Bank University
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1: Introduction
Part I: Introductory probability and statistics2: First week of class
3: Descriptive statistics
4: Linear regression and correlation
5: Data collection
6: Statistical literacy and the news media
7: Probability
8: Statistical inference
9: Multiple regression and nonlinear models
10: Lying with statistics
Part II: Putting it all together11: How to do it
12: Structuring an introductory statistics course
Part III: More advanced courses13: Decision theory and Bayesian statistics
14: Student activities in survey sampling
15: Problems and projects in probability
16: Directed projects in a mathematical statistics course
Notes
References
Index
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The specification in this catalogue, including without limitation price, format, extent, number of illustrations, and month of publication, was as accurate as possible at the time the catalogue was compiled. Occasionally, due to the nature of some contractual restrictions, we are unable to ship a specific product to a particular territory. Jacket images are provisional and liable to change before publication.
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