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“Everything you gain in life will rock
and fall apart, and all that will be left of
you is what was in your heart.”
Decisions Under Risk and
Uncertainty
Managerial Economics
Decision-making may be defined as the
process of selecting the suitable action from
among several alternative courses of action.
Managerial Economics
The decision making process is constituted from
eight steps:
1. Identification of problem
2. Identification of criteria for decision making
3. Distribution of importance / weight of criteria
4. Development of alternatives
5. Analyse of alternatives
6. Selection of alternative
7. Execution of decision
8. Evaluation of effectiveness of decision
Risk and Uncertainty
Managerial Economics
Risk refers to a situation in which possible
future events can be defined and probabilities
assigned.
Uncertainty refers to situations in which there
is no viable method of assigning probabilities to
future random events.
Decision-making under Risk
Managerial Economics
Decision-making under Uncertainty
When a manager lacks perfect information or whenever an
information asymmetry exists, risk arises.
Risk is where you are unsure of what can happen, but you
know the likelihood of a particular outcome.
The decision-maker is not aware of all available alternatives,
the risks associated with each, and the consequences of
each alternative or their probabilities.
2
Managerial Economics
• Deductive and it goes by the name a
priori measurement
• Based on statistical analysis of data
and is called a posteriori
Concept of Decision-Making Environment
2
Priori method-the decision-maker is able to
derive probability estimates without carrying
out any real world experiment or analysis.
Managerial Economics
Posteriori measurement of probability is
based on the assumption that past is a true
representative of the future.
Modern Approaches to Decision-making under
Uncertainty:
• Risk analysis-involves quantitative and qualitative risk assessment,
risk management and risk communication
• Decision trees-involves a graphic representation of alternative
courses of action and the possible outcomes and risks associated
with each action.
• Preference theory-is based on the notion that individual attitudes
towards risk vary
-Risk averters
-Gamblers
Managerial Economics
Managerial Economics
Characteristics of a Decision Problem
1. A decision-maker
2. Alternative courses of action (strategies)
3. Events or outcomes
4. Consequences or payoffs.
Managerial Economics
Managerial Economics
The Payoff Matrix
A payoff matrix is an essential tool of
decision-making. It is a nice way of
summarizing the interactions of various
alternative action and events.
Managerial Economics
Alternatives=Decision Alternatives
Economic Conditions=State of Nature
Profits=Payoffs
Managerial Economics
The best of the bests: 45,70,53
Decision : Invest in Stocks
Managerial Economics
Maximizes the minimum Payoffs (Best of Worst)
Best of worst: 5,-13, -5
Decision: Invest in Bonds
Managerial Economics
Minimizes the Maximum Regret
Regret is the diffrence between best payoff and actual payoff received
Growing economy: best payoff is 70-40= 30(Regret)
Managerial Economics
Maximum
30
18
17
The minimum regret is 17
Decision: Invest in Mutual Funds
THANK YOU!
Managerial Economics

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Decisions Under Risk and Uncertainty - UP.pptx

  • 1. “Everything you gain in life will rock and fall apart, and all that will be left of you is what was in your heart.”
  • 2. Decisions Under Risk and Uncertainty Managerial Economics
  • 3. Decision-making may be defined as the process of selecting the suitable action from among several alternative courses of action. Managerial Economics The decision making process is constituted from eight steps: 1. Identification of problem 2. Identification of criteria for decision making 3. Distribution of importance / weight of criteria 4. Development of alternatives 5. Analyse of alternatives 6. Selection of alternative 7. Execution of decision 8. Evaluation of effectiveness of decision
  • 4. Risk and Uncertainty Managerial Economics Risk refers to a situation in which possible future events can be defined and probabilities assigned. Uncertainty refers to situations in which there is no viable method of assigning probabilities to future random events.
  • 5. Decision-making under Risk Managerial Economics Decision-making under Uncertainty When a manager lacks perfect information or whenever an information asymmetry exists, risk arises. Risk is where you are unsure of what can happen, but you know the likelihood of a particular outcome. The decision-maker is not aware of all available alternatives, the risks associated with each, and the consequences of each alternative or their probabilities.
  • 6. 2 Managerial Economics • Deductive and it goes by the name a priori measurement • Based on statistical analysis of data and is called a posteriori Concept of Decision-Making Environment
  • 7. 2 Priori method-the decision-maker is able to derive probability estimates without carrying out any real world experiment or analysis. Managerial Economics Posteriori measurement of probability is based on the assumption that past is a true representative of the future.
  • 8. Modern Approaches to Decision-making under Uncertainty: • Risk analysis-involves quantitative and qualitative risk assessment, risk management and risk communication • Decision trees-involves a graphic representation of alternative courses of action and the possible outcomes and risks associated with each action. • Preference theory-is based on the notion that individual attitudes towards risk vary -Risk averters -Gamblers Managerial Economics
  • 10. Characteristics of a Decision Problem 1. A decision-maker 2. Alternative courses of action (strategies) 3. Events or outcomes 4. Consequences or payoffs. Managerial Economics
  • 11. Managerial Economics The Payoff Matrix A payoff matrix is an essential tool of decision-making. It is a nice way of summarizing the interactions of various alternative action and events.
  • 12. Managerial Economics Alternatives=Decision Alternatives Economic Conditions=State of Nature Profits=Payoffs
  • 13. Managerial Economics The best of the bests: 45,70,53 Decision : Invest in Stocks
  • 14. Managerial Economics Maximizes the minimum Payoffs (Best of Worst) Best of worst: 5,-13, -5 Decision: Invest in Bonds
  • 15. Managerial Economics Minimizes the Maximum Regret Regret is the diffrence between best payoff and actual payoff received Growing economy: best payoff is 70-40= 30(Regret)
  • 16. Managerial Economics Maximum 30 18 17 The minimum regret is 17 Decision: Invest in Mutual Funds