Quantitative Management

1. Coverage

1.1. 1. Introduction to Quantitative Analysis

1.2. 2. Probability Concepts and Applications

1.3. 3. Decision Analysis

1.4. 4. Regression Models

1.5. 5. Forecasting

1.6. 6. Inventory Control Models

1.7. 7. Linear Programming

2. Concept

2.1. Methods

2.1.1. experiments

2.1.2. optimization

2.1.3. simulation

2.1.4. statistical and mathematical modeling

2.2. Tools

2.2.1. Choice modeling

2.2.2. Dynamic programming

2.2.3. Econometric modeling

2.2.4. Game theory

2.2.5. Input-output analysis

2.2.6. Linear and nonlinear programming

2.2.7. Markov decision processes

2.2.8. Monte Carlo methods

2.2.9. Network models

2.2.10. Other mathematical techniques and algorithms

2.2.11. Probability theory

2.2.12. Queuing models

2.2.13. Stochastic processes

2.2.14. Transportation models