Quantitative Management

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Quantitative Management 作者: Mind Map: Quantitative Management

1. Concept

1.1. Methods

1.1.1. experiments

1.1.2. optimization

1.1.3. simulation

1.1.4. statistical and mathematical modeling

1.2. Tools

1.2.1. Choice modeling

1.2.2. Dynamic programming

1.2.3. Econometric modeling

1.2.4. Game theory

1.2.5. Input-output analysis

1.2.6. Linear and nonlinear programming

1.2.7. Markov decision processes

1.2.8. Monte Carlo methods

1.2.9. Network models

1.2.10. Other mathematical techniques and algorithms

1.2.11. Probability theory

1.2.12. Queuing models

1.2.13. Stochastic processes

1.2.14. Transportation models

2. Coverage

2.1. 1. Introduction to Quantitative Analysis

2.2. 2. Probability Concepts and Applications

2.3. 3. Decision Analysis

2.4. 4. Regression Models

2.5. 5. Forecasting

2.6. 6. Inventory Control Models

2.7. 7. Linear Programming