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gelman andrew; nolan deborah - teaching statistics

Teaching Statistics A Bag of Tricks

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Dettagli

Genere:Libro
Lingua: Inglese
Pubblicazione: 08/2002





Trama

This exciting new volume takes a positive spin on the field of statistics. Statistics is seen by students as difficult and boring, however, the authors of this book have eliminated that theory. Teaching Statistics: A Bag Of Tricks, brings together a complete set of examples, demonstrations and projects that not only will increase class participation but will help to eliminate any negative feelings toward the area of statistics.




Note Editore

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.




Sommario

1 - Introduction
2 - 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
11 - How to do it
12 - Structuring an introductory statistics course
13 - 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










Altre Informazioni

ISBN:

9780198572251

Condizione: Nuovo
Dimensioni: 242 x 22.0 x 162 mm Ø 627 gr
Formato: Copertina rigida
Illustration Notes:numerous figures and tables and 6 halftones
Pagine Arabe: 316


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