Workshop Statistics:

Discovery with Data

Second Edition

Preface


Before we describe the changes and new features in this second edition, we want to highlight what has not changed: Workshop Statistics aims to provide students and instructors with a self-contained, learner-centered resource of activities through which students can discover statistical concepts, explore statistical properties, and apply statistical techniques. The features that distinguished the first edition, detailed in the original preface reprinted below, have been retained: emphases on active learning, conceptual understanding, genuine data, and use of technology.
 

WHAT'S NEW

The changes in this second edition are substantial. They have been informed by the reactions and suggestions of instructors and students who have used the first edition, as well as by our own experiences and by our study of the research literature regarding students' learning of statistics.

New Topics
New topics have been added on sampling distributions and the Central Limit Theorem for sample means, chi-square tests for two-way tables, and inference for correlation and regression. Many other topics are given a much fuller treatment, such as probability and experimental design. Concepts and techniques that have been added within topics include mean absolute deviation, relative risk, stratification, and blocking.

New and Revised Activities
Many of the in-class activities have been re-written and new ones developed to better focus students' attention on the statistical principles being introduced. Many of the new activities address conceptual understanding in particular. Numerous homework activities have been added to allow instructors more choices in activities to assign.

New and Updated Data
Many of the time dependent data sets in the first edition, most recorded in the early 1990s, have been updated to more current values. These include Senators and Justices years of service, Hollywood and Broadway box office revenues, golfers winnings, Presidential election results, governors salaries, and baseball results, to name just a few. The use of hypothetical datasets has been decreased.

New Organization
The book continues to be arranged around six units, each comprised of multiple topics. Some of these units and topics have been re-organized. Unit II addresses comparisons as well as relationships, with relationships between categorical variables moved earlier and considered as comparisons. The issue of data collection now comprises the third unit. The unit on principles of inference now encompasses inference for population means as well as proportions, eliminating the need for a unit on inference for measurements. The final unit presents inference for both comparisons and relationships.

New Formatting
As in the first edition, expository paragraphs are interspersed among the activities to reinforce the ideas that students are to garner from the activities. The more important of these expository passages have been highlighted within boxes to ensure that students do not miss the most important ideas. The header now helps students and instructors to find activities by number more easily, and page references are now given for the numerous activities that refer to previous ones.
 

TECHNOLOGY AND DATA


Students are intended to use technology, both as a tool for analyzing data and as a vehicle through which to explore statistical concepts, with this book. Roughly half of the activities require the use of a software package or graphing calculator. This version of the book does not provide instructions for how to use a particular package or calculator. Rather, instructions refer generically to "technology" as in "use technology to determine the regression equation for predicting air fare form distance." Other versions of Workshop Statistics (described below) are available for use with specific packages and calculators.

All of the datasets in the book are available for downloading from the Web in a variety of formats, so there is no need to type in data by hand. See the publisher's web site at www.keycollege.com or the authors' web sites at www.dickinson.edu/~rossman and statweb.calpoly.edu/chance for links to these datasets.
 

ACCOMPANYING RESOURCES


Instructors and students who use this book should be aware of a variety of supporting materials that are available. A complete Guide for Instructors is also available, as well as solutions to selected activities, sample syllabi, and sample exams. As mentioned above, downloadable datasets are also available, as are some Java applets to accompany selected activities. Please check the publishers' web site at www.keycollege.com or the authors' web sites at www.dickinson.edu/~rossman and statweb.calpoly.edu/chance for links to these materials.
 

OTHER VERSIONS


This second edition of Workshop Statistics is available in four versions. For the most part, the topics and activities in the various versions are identical. The differences are the technology-specific instructions that accompany the activities in the Minitab, Graphing Calculator, and Fathom versions, providing detailed instructions appropriate to the specific software package or calculator.
 

ACKNOWLEDGEMENTS


We gratefully acknowledge the very helpful feedback that we have received on the first edition of Workshop Statistics from the following instructors:
 
Jim Albert Skip Allis Patricia Bassett Charles Bertness
Chuck Biehl Jim Bohan Cheri Boyd Gordon Bril
Marilyn Byers Julie Clark Benjamin Collins Al Coons
Carolyn Cuff Christine Czapleski L.J. Davis Carolyn Dobler
Clark Engel Christa Fratto Steve Friedberg Brian Gray
Dorothea Grimm Bill Halteman Alice Hankla Anne Kaufman
Bruce King Larry Langley Suzanne Larson Todd Lee
Jerry Moreno Sue Peters Gina Reed Bill Rinaman
Charlie Scheim Ned Schillow Brian Schott Bernie Schroeder
Joanne Schweinsberg Sallie Scudder Mike Seyfried Sue Suran
Sam Tumulo Kathryn Voit Barr von Oehsen Don Weimer
Rhonda Weissman Jean Werner Sheila Young Thomas Zachariah
John Zhang

We also thank Dickinson College students Jason Herr and Mary Joan LaFrance for their assistance with compiling data for the second edition. We especially thank Robin Lock for his careful reading and valuable suggestions on this manuscript, and David Kramer for his copy editing.

Allan J. Rossman
Beth L. Chance
February 2000