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Table of Contents

Part 1: Foundations of Business Analytics
Chapter 1: Introduction to Business Analytics
Chapter 2: Analytics on Spreadsheets
Part 2: Descriptive Analytics
Chapter 3: Visualizing and Exploring Data
Chapter 4: Descriptive Statistical Measures
Chapter 5: Probability Distributions and Data Modeling
Chapter 6: Sampling and Estimation
Chapter 7: Statistical Inference
Part 3: Predictive Analytics
Chapter 8: Predictive Modeling and Analysis
Chapter 9: Regression Analysis
Chapter 10: Forecasting Techniques
Chapter 11: Simulation and Risk Analysis
Chapter 12: Introduction to Data Mining
Part 4: Prescriptive Analytics
Chapter 13: Linear Optimization
Chapter 14: Applications of Linear Optimization
Chapter 15: Integer Optimization
Chapter 16: Nonlinear and Non-Smooth Optimization
Chapter 17: Optimization Models with Uncertainty
Part 5: Making Decisions
Chapter 18: Decision Analysis

 

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