Decission Theory Flashcards
Iconic Model
Physical Replica
Analog Model
Physical Model but abstract e.g. Thermometer
Mathematical Model
Representation using formulas
Systematic Approach to Decission Making
- Identify the problem
- Determine possible solutions
- Determine Criteria used for evaluation
- Evaluate possible solutions
- Choose an alternative
- Implement Alternative
- Evaluate the result
Objective Function
Mathematical expression that describes an objective
Capacity constraint
Constraints on the factors of production that can be used
Deterministic Model
All uncontrollable inputs are known and cannot vary
Stochastic Model
Uncontrollable inputs are uncertain and can varry
Probabilistic Model
Uncontrollable inputs are uncertain and can varry
Certainty
An event will hapen with a 100% certainty e.g. patent expiration
Risk
A probability less than 100% that an event will occur e.g. 58%
Uncertainty
A range of probabilities that an event will occur e.g. 10% - 30%
Ambiguity
Individuals cant or wontassign a probability or range of probabilities to an event e.g. The Internet being invented
Optimistic approach
Maximax approach (Maximum of Maximums)
Conservative approach
Minimax approach (Maximum of Minimums)
Minimax Regret approach
Select the Alternative with the minimum of the maximum regrets
Regret
Maximum Payoff in a state of Nature - Actual Payoff given state of nature and decission taken (sunk costs are irrational)
Hurwicz apporach
Maximum of the weighted payoffs using the optimism coefficient
Optimisim coeficcient (alpha)
For every possible decission the payoffs are multiplied by the optimizism coeficient (individually assigned) and the maximum of agood_outcome-(1-a)bad_outcome is choosen
Bayes-Laplace approach
Assign equal probabilities to all outcomes and find the maximum outcome
Expected Value Principle
Multiply expected outcomes by probabilities and choose the maximum return
Expected Utility Theory (Gains)
The Gain in Utility decreases as the total amount of money gained increases (The first euro won is better than the second)
Expected Utility Theory (Losses)
The Disutility increases as the total amount of euros lost increases (The Second Euro lost hurts more than the first)
Axiom
A premise so evident it has to be taken as true