Risk and Decision Making Flashcards

1
Q

Explain the concept of risk.

A

In order to accept a higher risk , a higher return is required.

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2
Q

Expected value (Using possibilities and probabilities)=

A

Sum of (each possibility x the associated probability)

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3
Q

What are the three limitations of the expected value model?

A
  • The expected value may not be a possible outcome.
  • Is an average value useful for a one off project?
  • The spread of the possible outcomes is lost.
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4
Q

What is “sensitivity analysis”?

A

The change required (%) in order for the NPV of a project to change to 0.

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5
Q

What is “predictive analytics”?

A

Using data to create predictions (linear regression/decision trees/simulation).

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6
Q

Explain “prescriptive analytics”.

A

It calculates the optimum outcome by using predictions and other tools such as Artificial Intelligence (Capital rationing/replacement analysis)

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7
Q

What does diversification do to risk?

A

Reduce it but never eliminates.

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8
Q

What is specific/unsystematic risk?

A

Caused by factors specific to particular projects/products/companies. Affects some companies positively and some negatively. Hence it is possible to diversify away.

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9
Q

What is systematic risk?

A

Caused by economy-wide factors. Not all companies have the same level of risk.

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10
Q

How many investments should an investor hold to diversify away specific risk?

A

15-20

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11
Q

What’s the formula for required return (CAPM)?

A

rj=rf+β(rm-rf)

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12
Q

What is β and how do you calculate it?

A
  • Systematic risk.

- Obtained by looking at similar quoted companies.

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13
Q

What is rf and how do you calculate it?

A
  • Risk free return.

- Gilt return.

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14
Q

What is rm and how do you calculate it?

A
  • Return on market portfolio.

- By looking at historic risk.

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15
Q

Name an issue with Rf-

A

Gilt return is not risk free and varies with the term of the bond.

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16
Q

Name an issue with Rm-

A

Historic return is not necessarily a good guide to future returns.

17
Q

Name an issue with β-

A

Only uses systematic risk. Simplistic.

18
Q

What is the “Arbitrage pricing theory”?

A

Similar to CAPM but divides the risk premium into multiple elements.

19
Q

What is the “Bond yield plus premium model”?

A

Uses the bond yield to account for risk, then adds a fixed premium to reflect the increased return needed for equity.

20
Q

What is the “Dividend valuation model”?

A

Calculates the return actually being achieved using the companies own dividends and price. (On the grounds that in a perfect market, the return achieved is also the return required.)

21
Q

What two data analytics techniques can a business use to improve forecasting for a new project?

A

Predictive and Prescriptive analytics.

22
Q

When a company is looking to diversify into a completely different sector what is an important point to raise?

A

Are the management qualified/have the knowledge to run a business in that sector.