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Decision-Making and Investment Appraisal

Decision trees: constructing and calculating

  • 3 things to know
  • Component 2

Overview

Decision tree analysis, expected value and payoff on a decision tree.

What you need to know

Answer each one before you reveal it.

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Key term

What is a payoff on a decision tree?

Key term

What is decision tree analysis?

Key term

What do the square and circle nodes on a decision tree represent?

Questions from this subtopic

Each one with the model answer underneath.

  1. 1

    What is decision tree analysis?

    Model answer

    Decision tree analysis is a diagram that maps the options open to a business and the possible outcomes of each. Probabilities and payoffs are attached so that options can be compared by expected value.

  2. 2

    What do the square and circle nodes on a decision tree represent?

    Model answer

    A square node is a decision point, where the business chooses between branches. A circle node is a chance point, where the outcome depends on probability rather than on choice.

  3. 3

    What is expected value?

    Model answer

    Expected value is the average payoff of a chance node, found by multiplying each outcome by its probability and adding the results. The figure is a weighted average rather than any outcome that will actually occur.

  4. 4

    What must the probabilities at a single chance node add up to?

    Model answer

    The probabilities at one chance node must add up to 1. If they do not, an outcome has been omitted or a figure is wrong.

  5. 5

    How is a decision tree evaluated?

    Model answer

    A decision tree is evaluated by rolling back from right to left. The expected value of each chance node is calculated first, and the cost of the branch leading to it is then deducted.

  6. 6

    A launch costs £200,000. There is a 0.6 chance of returns of £500,000 and a 0.4 chance of returns of £100,000. Calculate the expected value of the chance node.

    Model answer

    Expected value equals 0.6 multiplied by £500,000, which is £300,000. Adding 0.4 multiplied by £100,000 gives a further £40,000. The expected value of the node is therefore £340,000.

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