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Table of Contents

Brief Contents

Preface

About the Author

PART 1: Foundations of Business Analytics

1. Introduction to Business Analytics

2. Analytics on Spreadsheets

Part 2: Descriptive Analytics

3. Visualizing and Exploring Data

4. Descriptive Statistical Measures

5. Probability Distributions and Data Modeling

6. Sampling and Estimation

7. Statistical Inference

Part 3: Predictive Analytics

8. Trendlines and Regression Analysis

9. Forecasting Techniques

10. Introduction to Data Mining

11. Spreadsheet Modeling and Analysis

12. Monte Carlo Simulation and Risk Analysis

Part 4: Prescriptive Analytics

13. Linear Optimization

14. Applications of Linear Optimization

15. Integer Optimization

16. Decision Analysis

Supplementary Chapter A (online): Nonlinear and Non-Smooth Optimization

Supplementary Chapter B (online): Optimization Models with Uncertainty

Appendix A

Glossary

Index

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