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Full Description
In its third edition, Workshop Statistics: Discovery with Data and Fathom(TM) continues to emphasize collaborative learning, require reader observation, and integrate technology for gathering, recording, and synthesizing data. The third edition provides even more guidance and resources for readers to support their active learning of statistics and includes updated real data sets with everyday applications in order to promote statistical literacy. This version of the text supports the use of Fathom(TM) Dynamic Data software and includes step-by-step Fathom instructions.
Contents
Annotated Contents ix Preface to the Fathom Version of Workshop Statistics xv To the Student xxi Organization of Workshop Statistics xxiii List of Activities by Application xxix List of Activities Using Student-Generated Data xxxvi Unit 1 Collecting Data and Drawing Conclusions 1 Topic 1 Data and Variables 3 Topic 2 Data and Distributions 14 Topic 3 Drawing Conclusions from Studies 33 Topic 4 Random Sampling 52 Topic 5 Designing Experiments 73 Unit 2 Summarizing Data 91 Topic 6 Two-Way Tables 93 Topic 7 Displaying and Describing Distributions 118 Topic 8 Measures of Center 140 Topic 9 Measures of Spread 160 Topic 10 More Summary Measures and Graphs 184 Unit 3 Randomness in Data 207 Topic 11 Probability 209 Topic 12 Normal Distributions 233 Topic 13 Sampling Distributions: Proportions 254 Topic 14 Sampling Distributions: Means 276 Topic 15 Central Limit Theorem 297 Unit 4 Inference from Data: Principles 313 Topic 16 Confidence Intervals: Proportions 315 Topic 17 Tests of Significance: Proportions 337 Topic 18 More Inference Considerations 358 Topic 19 Confidence Intervals: Means 375 Topic 20 Tests of Significance: Means 396 Unit 5 Inference from Data: Comparisons 413 Topic 21 Comparing Two Proportions 415 Topic 22 Comparing Two Means 441 Topic 23 Analyzing Paired Data 465 Unit 6 Inferences with Categorical Data 487 Topic 24 Goodness-of-Fit Tests 489 Topic 25 Inference for Two-Way Tables 511 Unit 7 Relationships in Data 535 Topic 26 Graphical Displays of Association 537 Topic 27 Correlation Coefficient 558 Topic 28 Least Squares Regression 580 Topic 29 Inference for Correlations and Regression 607 Table I Random Digits 627 Table II Standard Normal Probabilities 629 Table III t-Distribution Critical Values 631 Table IV Chi-Square Distribution Critical Values 632 Appendix A Student Glossary 633 Appendix B Sources for Studies and Datasets 639 Appendix C List of Data Files and Applets 653 Fathom Dynamic Data Software Quick Reference 655 Index 661
