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Business analytics :
| Main Author: | |
|---|---|
| Format: | Printed Book |
| Published: |
Noida:
Pearson,
2016.
|
| Edition: | 2nd ed.; |
| Subjects: |
Table of Contents:
- Preface
- About the author
- Foundations of business analytics
- Introduction to business analytics
- Analytics on spreadsheets
- Descriptive analytics
- Visualizing and exploring data
- Descriptive statistical measures
- Probability distributions and data modeling
- Sampling and estimation
- Statistical inference
- Predictive analytics
- Predictive modeling and analysis
- Regression analysis
- Forecasting techniques
- Simulation and risk analysis
- Introduction to data mining
- Prescriptive analytics
- Linear optimization
- Applications of linear optimization
- Integer optimization
- Nonlinear and non-smooth optimization
- Optimization models with uncertainty
- Making decision
- Decision analysis
- Appendix A
- Appendix B
- Glossary
- Index.