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Business Analytics, Global Edition


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Table of Contents

  • 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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