What is Expected Value?• Recognizes that cash flows are frequently tied to uncertain outcomes • Example: It is difficult to plan for cost when different performance scenarios are possibl
Trang 1Calculate Expected Values of
Alternative Courses of Action
Trang 2Ever had a vacation disaster?
Car trouble? Lost luggage?Missed flight? Something worse?How did that affect
your vacation
cash flows?
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Trang 3Terminal Learning Objective
• Task: Calculate Expected Values of Alternative Courses
of Action
• Condition: You are training to become an ACE with
access to ICAM course handouts, readings, and
spreadsheet tools and awareness of Operational
Environment (OE)/Contemporary Operational
Environment (COE) variables and actors
• Standard: With at least 80% accuracy:
Trang 4What is Expected Value?
• Recognizes that cash flows are frequently tied
to uncertain outcomes
• Example: It is difficult to plan for cost when
different performance scenarios are possible and the cost of each is vastly different
• Expected Value represents a weighted average cash flow of the possible outcomes
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Trang 5Applications for Expected Value
• Deciding what cash flows to use in a Net
Present Value calculation when actual cash
flows are uncertain
• Reducing multiple uncertain cash flow
outcomes to a single dollar value for a “reality check”
Trang 6Expected Value Calculation
• Expected Value =
Probability of Outcome 1 * Dollar Value of Outcome 1
+ Probability of Outcome 2 * Dollar Value of Outcome 2
+ Probability of Outcome 3 * Dollar Value of Outcome 3
etc.
• Assumes probabilities and dollar value of
outcomes are known or can be estimated
• Probability of all outcomes must equal 100%
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Trang 7Expected Value Example
• The local youth center is running the following
fundraising promotion:
• Donors will roll a pair of dice, with the following outcomes:
• A roll of 2 (snake-eyes): The donor pays $100
• A roll of 12: The donor wins $100
• 3 and 11: The donor pays $50
Trang 8Expected Value Example
• What are the possible outcomes?
• 2, 12, 3, 11 and everything else
• What are the cash flows associated with each outcome?
3 and 11 -50 All else -25
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Trang 9Expected Value Example
• What are the probabilities of each outcome?
3 and 11 4/36 All else 30/36
Trang 10Expected Value Example
• Calculate Expected Value:
• Given this expected value, will you roll the
Trang 11Expected Value Example
• Calculate Expected Value:
Outcome Probability * Cash Flow = Expected Value
3 and 11 4/36 * -50 =
All else 30/36 * -25 =
Trang 12Expected Value Example
• Calculate Expected Value:
• Given this expected value, will you roll the
Trang 13Expected Value Example
• Calculate Expected Value:
Outcome Probability * Cash Flow = Expected Value
All else 30/36 * -25 =
Trang 14Expected Value Example
• Calculate Expected Value:
• Given this expected value, will you roll the
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Trang 15Expected Value Example
• Calculate Expected Value:
Outcome Probability * Cash Flow = Expected Value
All else 30/36 * -25 = -20.83
Trang 16Expected Value Example
• Calculate Expected Value:
• Given this expected value, will you roll the
Trang 17Learning Check
• What variables must be defined before
calculating Expected Value?
• What does Expected Value represent?
Trang 18• Behind each of the other two curtains there is a $100 bill
• Task: Calculate the Expected Value of Sheila’s
alternative courses of action
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Trang 19Demonstration Problem
• Step 1: Define the outcomes
• Step 2: Define the probabilities of each
Trang 20Define the Outcomes
Trang 21Define the Probabilities
Keep the $1,000
• Sheila already has the
$1,000 in hand
• This is a certain event
• The probability of a certain
Trang 22Define the Probabilities
Keep the $1,000
• Sheila already has the
$1,000 in hand
• This is a certain event
• The probability of a certain
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Trang 23Define the Cash Flows
Keep the $1,000
• Cash flow is $1,000
Trade $1,000 for Curtain
Outcome Cash Flow
Car
$100
Trang 24Define the Cash Flows
Trang 25Define the Cash Flows
Keep the $1,000
• Cash flow is $1,000
Trade $1,000 for Curtain
Trang 26Define the Cash Flows
Trang 27Calculate Expected Value
Trang 28Learning Check
• How can Expected Value be used in comparing alternative Courses of Action?
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Trang 29Expected Value Application
• Your organization has submitted a proposal for a project Probability of acceptance is 60%
• If proposal is accepted you face two scenarios
which are equally likely:
• Scenario A: net increase in cash flows of $75,000
• Scenario B: net increase in cash flows of $10,000
• If proposal is not accepted you will experience no
Trang 30Expected Value Application
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Trang 31Expected Value Application
Trang 32Expected Value Application
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Trang 33Expected Value Application
Trang 34Expected Value and Planning
• If you outsource the repair function, total cost will equal $750 per repair
• Historical data suggests the following
Trang 35Expected Value and Planning
• Expected Value of outsourcing:
100 repairs 25% * 100 * $750 = $75,000 = $18,750
300 repairs 60% * 300 * $750 = $225,000 = $135,000
500 repairs 15% * 500 * $750 = $375,000 = $56,250
Trang 36Expected Value and Planning
• If you insource the repair function, total cost will equal $65,000 fixed costs plus variable
cost of $300 per repair
• How much should you plan to spend for repair cost if you insource?
• Given these assumptions, which option is
more attractive?
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Trang 37Expected Value and Planning
• Expected Value of insourcing:
100 repairs 25% * (100 * $300) + $65,000 = $95,000 = $23,750
300 repairs 60% * (300 * $300) + $65,000 = $155,000 = $93,000
500 repairs 15% * (500 * $300) + $65,000 = $225,000 = $33,750
Trang 38Expected Value and NPV
• Proposed project requires a $600,000 up-front investment
• Project has a five year life with the following
potential annual cash flows:
• 10% probability of $300,000 = $30,000
• 70% probability of $200,000 = $140,000
• 20% Probability of $100,000 = $20,000
• What is the EV of the annual cash flow? $190,000
• How would this information be used to evaluate the project’s NPV?
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Trang 39Expected Value and NPV
• Proposed project requires a $600,000 up-front investment
• Project has a five year life with the following
potential annual cash flows:
• 10% probability of $300,000 = $30,000
• 70% probability of $200,000 = $140,000
Trang 40Practical Exercises
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Trang 41Expected Value Spreadsheet
Use to calculate single scenario expected values
Trang 42Expected Value Spreadsheet
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Spreadsheet tool permits comparison of up to four courses of action Uses color coding to rank
options
Trang 43Practical Exercise