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The Test Bank for Business Statistics, 4th Edition by Norean R. Sharpe; Richard D. De Veaux; Paul F. Velleman (ISBN 9780134705217) offers a comprehensive set of assessment items aligned exactly with the official Table of Contents. It includes multiple-choice, true/false, short-answer, matching, and scenario-based questions designed to test conceptual understanding, computation skills, interpretation of statistical results, and application to real business decision-making. Instructors can use this resource to create quizzes, chapter tests, midterms/finals, assignments, and data-analysis case studies. The chapters in this Test Bank follow the full structure of the text: Chapter 1: Data and Decisions (H & M), Chapter 2: Visualizing and Describing Categorical Data (Dalia Research), Chapter 3: Describing, Displaying, and Visualizing Quantitative Data (AIG), Chapter 4: Correlation and Linear Regression (Z), Chapter 5: Randomness and Probability (Credit Reports, the Fair Isaacs Corporation, and Equifax), Chapter 6: Random Variables and Probability Models (Metropolitan Life Insurance Company), Chapter 7: The Normal and Other Continuous Distributions (The NYSE), Chapter 8: Data Sources: Observational Studies and Surveys (Roper Polls), Chapter 9: Data Sources: Experiments (Capital One), Chapter 10: Sampling Distributions and Confidence Intervals for Proportions (Marketing Credit Cards: The MBNA Story), Chapter 11: Confidence Intervals for Means (Guinness & Co.), Chapter 12: Testing Hypotheses (Casting Ingots), Chapter 13: More About Tests and Intervals (Traveler’s Insurance), Chapter 14: Comparing Two Means (Visa Global Organization), Chapter 15: Inference for Counts: Chi-Square Tests (SAC Capital), Chapter 16: Inference for Regression (Nambé Mills), Chapter 17: Understanding Residuals (Kellogg’s), Chapter 18: Multiple Regression (Z), Chapter 19: Building Multiple Regression Models (Bolliger and Mabillard), Chapter 20: Time Series Analysis (Whole Foods Market®), Chapter 21: Introduction to Big Data and Data Mining (Paralyzed Veterans of America), Chapter 22: Quality Control (Sony), Chapter 23: Nonparametric Methods (i4cp), Chapter 24: Decision Making and Risk (Data Description, Inc.), Chapter 25: Analysis of Experiments and Observational Studies, plus the appendices Appendix A: Answers, Appendix B: Tables and Selected Formulas, Appendix C: Credits.
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