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ISBN 10: 0132950618
ISBN 13: 9780132950619
Author: James R Evans
Part I: Foundations of Business Analytics
Introduction to Business Analytics
Analytics on Spreadsheets
Part II: Descriptive Analytics
3. Data Visualization / Visualizing and Exploring Data
4. Descriptive Statistics / Descriptive Statistical Measures
5. Probability Distributions and Data Modeling
6. Sampling and Estimation
7. Statistical Inference
Part III: Predictive Analytics
8. Trendlines and Regression Analysis / Predictive Modeling and Analysis
9. Forecasting Techniques
10. Introduction to Data Mining
11. Spreadsheet Modeling and Analysis
12. Simulation and Risk Analysis (Monte Carlo Simulation & Risk Analysis)
Part IV: Prescriptive Analytics
13. Linear Optimization
14. Integer and Nonlinear Optimization (including Applications of Linear Optimization)
15. Optimization Analytics / Integer Optimization
16. Decision Analysis
Tags: James R Evans, Business, analytics
