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Decision Analysis. How to make a difficult decision?  Uncertainty regarding the future  Conflicting values or objectives  Goal of Decision Analysis:

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Presentation on theme: "Decision Analysis. How to make a difficult decision?  Uncertainty regarding the future  Conflicting values or objectives  Goal of Decision Analysis:"— Presentation transcript:

1 Decision Analysis

2 How to make a difficult decision?  Uncertainty regarding the future  Conflicting values or objectives  Goal of Decision Analysis: –Help people make good decisions

3 Good Decisions vs Good Outcomes  Good decisions don’t always result in good outcomes  Not necessarily the fault of the decision maker  A structured approach to decision making should lead to more good outcomes than if decisions were made haphazardly

4 Characteristics  Decisions  Alternatives  States of nature

5 Decisions  Decision must involve at least 2 alternatives –Alternative: course of action intended to solve a problem

6 Alternatives  Alternatives are evaluated on the basis of the value added to one or more decision criteria –Criteria: various factors that are important to the decision maker and influenced by the alternatives

7 States of Nature  States of nature correspond to future events that are not under the decision maker’s control

8 Magnolia Inns Example  Decision Alternatives –Buy at A –Buy at B –Buy at A & B –Buy nothing  States of Nature –Airport built at A –Airport built at B

9 Magnolia Inns Cash Flow

10 Payoff Matrix

11 Maximax Decision Rule  Alternative with largest payoff

12 Maximin  Alternative with largest minimum payoff –Hedge against worst possible outcome

13 Expected Monetary Value (EMV)  Decision alternative with largest EMV  Example: 40% chance A, 60% chance B

14 Sensitivity Analysis

15 Expected Value of Perfect Info  EV of PI = EV with PI – max EMV

16 Decision Trees  Decision nodes  Event nodes  Terminal nodes  Magnolia Inns Example (page 731)

17 TreePlan  Excel add-in from Prof. Mike Middleton


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