这里分享一下我制作的课件(全英文,30课时,打开密码请发邮件咨询)。内容包括:
- Introduction to Decision Analysis
- Course summary
- DA & other disciplines
- DA examples, elements, and steps
- DA principles and taxonomy
- Stochastic Decision Analysis
- DA without probabilities
- DA under risk
- Decision Tree
- Sensitive analysis
- Basic concepts in Probability Theory
- Subjective probability
- Utility Function
- Utility, choice, and preference
- Lottery
- Utility function
- Risk
- Bayesian Decision Analysis
- Conditional probability
- Bayes’ theorem
- The value of information
- Sampling
- Bayes decision rule
- Multi-objective Decision Analysis
- Terminology in multi-criteria decision analysis
- Objectives and attributes
- Multi-attribute utility theory
- Decision matrix and data pre-processing
- Weight
- Multi-attribute decision making (MADM)
- Multi-objective decision making (MODM)
- Group decision-making
- Introduction to group decision making
- Social choice theory
- Social welfare function
- Experts judgment and/or group participation