Workshop Statistics: Discovery with Data, 4th Edition

by Rossman, Allan J.; Chance, Beth L.

• ISBN13: 9780470542095
• ISBN10: 0470542098
• Edition: 4th
• Format: Hardcover
• Copyright: 2011-10-25
• Publisher: Wiley

Summary

Allan Rossman's 4th Edition of Workshop Statistics: Discovery with Data, is enhanced from previous issues with more focus and emphasis on collaborative learning. It further requires student observation, and integrates technology for gathering, recording, and synthesizing data. The text offers more flexibility in selecting technology tools for classrooms primarily using technologies other than graphing calculators or FathomTM  Dynamic Data software. Furthermore, it presents more standards for teaching statistics in an innovative, investigative, and accessible as well as provides in-depth guidance and resources to support active learning of statistics and includes updated real data sets with everyday applications in order to promote statistical literacy. 

Author Biography

Allan J. Rossman has been an Associate Professor in the Department of Statistics at California Polytechnic State University in San Luis Obispo since 2001. Prior to moving to the West Coast, Dr. Rossman taught at Dickinson College from 1989 to 2001 and received his undergraduate and graduate degrees respectively at Geneva College and Carnegie Mellon University. Dr. Rossman is the originator of the WORKSHOP STATISTICS series of course books that lead students to explore and discover fundamental concepts and methods of statistics.

Table of Contents

Unit 1: Collecting Data and Drawing Conclusions

Topic 1: Data and Variables

Topic 2: Data and Distributions

Topic 3: Drawing Conclusions from Studies

Topic 4: Random Sampling

Topic 5: Designing Experiments

Unit 2: Summarizing Data

Topic 6: Two-Way Tables

Topic 7: Displaying and Describing Distributions

Topic 8: Measures of Center

Topic 9: Measures of Speed

Topic 10: More Summary Measures and Graphs

Unit 3: Randomness in Data

Topic 11: Probability

Topic 12: Normal Distributions

Topic 13: Sampling Distributions: Proportions

Topic 14: Sampling Distributions: Means

Topic 15: Central Limit Theorem

Unit 4: Inference from Data: Principles

Topic 16: Confidence Intervals: Proportions

Topic 17: Tests of Significance: Proportions

Topic 18: More Inference Considerations

Topic 19: Confidence Intervals: Means

Topic 20: Tests of Significance: Means

Unit 5: Inference from Data: Comparisons

Topic 21: Comparing Two Proportions

Topic 22: Comparing Two Means

Topic 23: Analyzing Paired Data

Unit 6: Inferences with Categorical Data

Topic 24: Goodness-of-Fit Tests

Topic 25: Inference for Two-Way Tables

Unit 7: Relationships in Data

Topic 26: Graphical Displays of Association

Topic 27: Correlation Coefficient

Topic 28: Least Squares Regression

Topic 29: Inference for Correlation and Regression

TABLE I Random Digits.

TABLE II Standard Normal Probabilities.

TABLE III t-Distribution Critical Values.

TABLE IV Chi-Square Distribution Critical Values.

APPENDIX A Student Glossary.

APPENDIX B Sources for Studies and Datasets.

APPENDIX C List of Data Files and Applets.

Additional Content (online only):

Topic 30: Probability Rules (online only)

Topic 31: Random Variables (online only)

Topic 32: Binomial Distribution (online only)

Topic 33: Analysis of Variance (online only)