Decision Trees Flashcards

(27 cards)

1
Q

What is the primary purpose of a decision tree?

A

To display and evaluate a series of decisions based on earlier outcomes

It helps management consider all options and possible outcomes.

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2
Q

When should a decision tree be used?

A

When considering a course of action with further decisions or a range of possible outcomes

Not all decisions require a decision tree.

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3
Q

What are the three types of events in a decision tree?

A
  • Decision point
  • Outcome point
  • End point

Each type of event has a distinct role in the decision-making process.

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4
Q

What is the cost of commissioning a survey for Site A?

A

£250,000

This cost is incurred to establish the extent of renovation work needed.

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5
Q

What are the probabilities associated with the renovation costs for Site A?

A
  • 60% chance of £35m
  • 40% chance of £28m

These probabilities help in evaluating the expected costs of renovation.

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6
Q

What is the estimated selling price of Site A if sold to a property developer?

A

£15m

This amount can be used towards the acquisition of Site T.

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7
Q

What is the potential selling price of Site A if planning permission is granted?

A

£32m

If planning permission is denied, the offer would drop to £13m.

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8
Q

What is the cost of applying for planning permission for Site A?

A

£750,000

This cost is incurred regardless of the outcome of the application.

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9
Q

What is the expected value of the renovation costs if STVS commissions the survey?

A

£32.2m

This value is calculated based on the probabilities of renovation costs.

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10
Q

What is the expected sales proceeds if STVS applies for planning permission?

A

£29.15m

This value is derived from the probabilities of selling prices based on planning permission outcomes.

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11
Q

What are the net borrowings if STVS sells Site A without planning permission?

A

£45m

This is calculated as £60m (cost of Site T) minus £15m (proceeds from Site A).

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12
Q

What are the advantages of using decision trees?

A
  • Easy to follow
  • Useful summary of complex scenarios
  • Allows consideration of combinations of options

Decision trees help in visualizing and evaluating multiple outcomes.

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13
Q

What are the disadvantages of using decision trees?

A
  • Expected values are averages
  • Probabilities may be unreliable
  • Nonfinancial factors are not included

These limitations can affect the decision-making process.

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14
Q

What is the cost of the basic package for the summer fair?

A

£1,200

This package accommodates a limited number of people.

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15
Q

What is the expected revenue from the deluxe package at the summer fair?

A

£5,300

This is calculated based on attendance probabilities.

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16
Q

What is the accuracy rate of the survey company for attendance predictions?

A

85%

This indicates the reliability of the survey’s predictions.

17
Q

What are the two types of information in decision-making?

A
  • Perfect information
  • Imperfect information

Perfect information is always correct, while imperfect information has a known reliability.

18
Q

What is the expected revenue at Point A if the survey is positive and STVS decides to rent the deluxe package?

A

£6,015

Calculated as ((0.85 × 6600) + (0.15 × 2700)).

19
Q

What is the expected value of revenue at Point B if STVS ignores the positive survey and opts for the basic package?

A

£2,700

This is the revenue expected from the basic package.

20
Q

If the survey returns positive feedback, what is the net expected cash flow at Point C if STVS chooses the deluxe package?

A

£3,815

This is calculated as (£6,015 − £2,200).

21
Q

What is the expected revenue at Point D if the survey is negative but STVS decides to rent the deluxe package?

A

£3,285

This reflects the revenue expected from the deluxe package under negative survey conditions.

22
Q

What is the expected revenue at Point E if the survey is negative and STVS decides to rent the basic package?

A

£2,700

This is the revenue expected from the basic package under negative survey conditions.

23
Q

At Point F, what is the net expected cash flow if STVS chooses the deluxe package after a negative survey?

A

£1,085

This is calculated as (£3,285 − £2,200).

24
Q

What is the expected net revenue at Point G if the survey is commissioned?

A

£3,236

This is calculated as ((0.75 × £3,815) + (0.25 × £1,500)).

25
What are the expected cash flows if the survey is commissioned compared to making a decision without the survey?
* With survey: £3,236 * Without survey: £3,100 ## Footnote The survey increases expected net cash flows by £136.
26
True or false: The survey has increased the expected net cash flows by **£136**.
TRUE ## Footnote If the survey costs more than £136, the cost would wipe out the benefit.
27
What is recommended regarding the use of **decision trees** in the overall decision-making process?
They should form only a small part of the overall decision-making process ## Footnote This is due to drawbacks in estimating values of outcomes and probabilities.