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5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter 5 Chapter 5 Risk and Risk and Return Return

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Page 1: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Chapter 5Chapter 5

Risk and Risk and ReturnReturn

Risk and Risk and ReturnReturn

Page 2: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.2 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

After studying Chapter 5, After studying Chapter 5, you should be able to:you should be able to:

1. Understand the relationship (or “trade-off”) between risk and return.

2. Define risk and return and show how to measure them by calculating expected return, standard deviation, and coefficient of variation.

3. Discuss the different types of investor attitudes toward risk.

4. Explain risk and return in a portfolio context, and distinguish between individual security and portfolio risk.

5. Distinguish between avoidable (unsystematic) risk and unavoidable (systematic) risk and explain how proper diversification can eliminate one of these risks.

6. Define and explain the capital-asset pricing model (CAPM), beta, and the characteristic line.

7. Calculate a required rate of return using the capital-asset pricing model (CAPM).

8. Demonstrate how the Security Market Line (SML) can be used to describe this relationship between expected rate of return and systematic risk.

9. Explain what is meant by an “efficient financial market” and describe the three levels (or forms) of market efficiency.

Page 3: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.3 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Risk and ReturnRisk and ReturnRisk and ReturnRisk and Return

• Defining Risk and Return• Using Probability Distributions to

Measure Risk• Attitudes Toward Risk• Risk and Return in a Portfolio Context• Diversification• The Capital Asset Pricing Model (CAPM)• Efficient Financial Markets

• Defining Risk and Return• Using Probability Distributions to

Measure Risk• Attitudes Toward Risk• Risk and Return in a Portfolio Context• Diversification• The Capital Asset Pricing Model (CAPM)• Efficient Financial Markets

Page 4: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.4 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Defining ReturnDefining Return

Return is defined as “the total gain or loss experienced on an investment over a given period of time”.

It is measured as follows:

Page 5: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.5 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Defining ReturnDefining ReturnDefining ReturnDefining Return

Income received Income received on an investment plus any change in market pricechange in market price, usually expressed as a percent of the beginning beginning market price market price of the investment. (see eqn 5.1 p.98)

Income received Income received on an investment plus any change in market pricechange in market price, usually expressed as a percent of the beginning beginning market price market price of the investment. (see eqn 5.1 p.98)

DDtt + (PPtt – P – Pt - 1t - 1 )

PPt - 1t - 1

R =

Page 6: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.6 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Defining ReturnDefining Return

Where: R = Actual, expected or required

rate of return during the period t Dt = Cash flow received from the

investment in the time period [t – 1 to t]

Pt = Price of the asset at time t Pt-1 = Price of the asset at time t – 1

Page 7: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.7 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Return ExampleReturn ExampleReturn ExampleReturn Example

The stock price for Stock A was $10$10 per share 1 year ago. The stock is currently trading at $9.50$9.50 per share and shareholders just received a $1 dividend$1 dividend.

What return was earned over the past year?

The stock price for Stock A was $10$10 per share 1 year ago. The stock is currently trading at $9.50$9.50 per share and shareholders just received a $1 dividend$1 dividend.

What return was earned over the past year?

$1.00 $1.00 + ($9.50$9.50 – $10.00$10.00 )$10.00$10.00RR = = 5%5%

Page 8: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.8 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Another ExampleAnother Example

Page 9: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.9 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Defining RiskDefining RiskDefining RiskDefining Risk

What rate of return do you expect on your What rate of return do you expect on your investment (savings) this year?investment (savings) this year?

What rate will you actually earn?What rate will you actually earn?

Does it matter if it is a bank CD or a share Does it matter if it is a bank CD or a share of stock?of stock?

What rate of return do you expect on your What rate of return do you expect on your investment (savings) this year?investment (savings) this year?

What rate will you actually earn?What rate will you actually earn?

Does it matter if it is a bank CD or a share Does it matter if it is a bank CD or a share of stock?of stock?

Risk is defined as “the chance of financial loss”. It is the variability (difference) of he variability (difference) of returns from those that are expected.returns from those that are expected.

Risk is defined as “the chance of financial loss”. It is the variability (difference) of he variability (difference) of returns from those that are expected.returns from those that are expected.

Page 10: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.10 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

The Risk-and-Return Trade-off

Investments must be analysed in terms of both their return potential as well as their riskiness or variability.

  Historically, its been proven that higher

returns are accompanied by higher risks.

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5.11 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Risk Assessment Of A Single Asset – Probability Distribution

Provides a more quantitative, yet behavioural, insight into an asset’s risk.

Probability is the chance of a particular outcome occurring.

Can be graphed as a model relating probabilities and their associated outcomes.

The expected value of a return R [the most likely return on an asset] can be calculated by:

Page 12: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.12 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Probability Distribution

A probability distribution is a model that relates probabilities to the associated out comes.

The simplest type of probability distribution is the bar chart, which shows only a limited number of outcome-probability coordinates.

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5.13 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Probability Distribution

The bar charts for Shuia Na Ltd’s assets A and B are shown in Slide 13.

Although both assets have the same most likely return, the range of return is much more dispersed for asset B than for asset A—16% versus 4%.

Page 14: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.14 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Probability Distribution

Page 15: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.15 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Probability Distribution

If we knew all the possible outcomes and associated probabilities, a continuous probability distribution could be developed. This type of distribution can be thought of as a bar chart for a very large number of outcomes.

Slide 15 shows continuous probability distributions for assets A and B. Note that although assets A and B have the same most likely return (15%), the distribution of returns for asset B has much greater dispersion than the distribution for asset A.

Clearly, asset B is more risky than asset A.

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5.16 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Probability Distribution

Page 17: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.17 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Discrete versus. Continuous Discrete versus. Continuous DistributionsDistributions

0

0.05

0.1

0.15

0.2

0.25

0.3

0.35

0.4

–0.15 –0.03 9% 21% 33%

Discrete Continuous

0

0.005

0.01

0.015

0.02

0.025

0.03

0.035

-50%

-41%

-32%

-23%

-14% -5

% 4%13

%22

%31

%40

%49

%58

%67

%

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5.18 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Risk Measurement – Standard Deviation

A normal probability distribution will always resemble a bell shaped curve.

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5.19 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Determining Expected Determining Expected Return (Discrete Dist.)Return (Discrete Dist.)Determining Expected Determining Expected Return (Discrete Dist.)Return (Discrete Dist.)

R = ( Ri )( Pi )

R is the expected return for the asset,

Ri is the return for the ith possibility,

Pi is the probability of that return occurring,

n is the total number of possibilities.

R = ( Ri )( Pi )

R is the expected return for the asset,

Ri is the return for the ith possibility,

Pi is the probability of that return occurring,

n is the total number of possibilities.

n

I = 1

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5.20 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Risk Measurement – Standard Deviation

Measures the dispersion around the expected value.

The higher the standard deviation the higher the risk.

Page 21: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.21 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

How to Determine the Expected How to Determine the Expected Return and Standard DeviationReturn and Standard DeviationHow to Determine the Expected How to Determine the Expected Return and Standard DeviationReturn and Standard Deviation

Stock BW Ri Pi (Ri)(Pi)

-0.15 0.10 –0.015 -0.03 0.20 –0.006 0.09 0.40 0.036 0.21 0.20 0.042 0.33 0.10 0.033 Sum 1.00 0.0900.090

Stock BW Ri Pi (Ri)(Pi)

-0.15 0.10 –0.015 -0.03 0.20 –0.006 0.09 0.40 0.036 0.21 0.20 0.042 0.33 0.10 0.033 Sum 1.00 0.0900.090

The expected return, R, for Stock BW is .09

or 9%

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5.22 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Determining Standard Determining Standard Deviation (Risk Measure)Deviation (Risk Measure)Determining Standard Determining Standard Deviation (Risk Measure)Deviation (Risk Measure)

= ( Ri – R )2( Pi )

Standard DeviationStandard Deviation, , is a statistical measure of the variability of a distribution

around its mean.

It is the square root of variance.

Note, this is for a discrete distribution.

= ( Ri – R )2( Pi )

Standard DeviationStandard Deviation, , is a statistical measure of the variability of a distribution

around its mean.

It is the square root of variance.

Note, this is for a discrete distribution.

n

i = 1

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5.23 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

How to Determine the Expected How to Determine the Expected Return and Standard DeviationReturn and Standard DeviationHow to Determine the Expected How to Determine the Expected Return and Standard DeviationReturn and Standard Deviation

Stock BW Ri Pi (Ri)(Pi) (Ri - R )2(Pi)

–0.15 0.10 –0.015 0.00576 –0.03 0.20 –0.006 0.00288 0.09 0.40 0.036 0.00000 0.21 0.20 0.042 0.00288 0.33 0.10 0.033 0.00576 Sum 1.00 0.0900.090 0.017280.01728

Stock BW Ri Pi (Ri)(Pi) (Ri - R )2(Pi)

–0.15 0.10 –0.015 0.00576 –0.03 0.20 –0.006 0.00288 0.09 0.40 0.036 0.00000 0.21 0.20 0.042 0.00288 0.33 0.10 0.033 0.00576 Sum 1.00 0.0900.090 0.017280.01728

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5.24 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Determining Standard Determining Standard Deviation (Risk Measure)Deviation (Risk Measure)Determining Standard Determining Standard Deviation (Risk Measure)Deviation (Risk Measure)

n

i=1 = ( Ri – R )2( Pi )

= .01728

= 0.13150.1315 or 13.15%13.15%

= ( Ri – R )2( Pi )

= .01728

= 0.13150.1315 or 13.15%13.15%

Page 25: 5.1 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer. Chapter

5.25 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Another example Shuia Na Ltd, a tennis-equipment manufacturer, is

attempting to choose the better of two alternative investments, A and B. Each requires an initial outlay of $10,000 and each has a most likely annual rate of return of 15%. To evaluate the riskiness of these assets, management has made pessimistic and optimistic estimates of the returns associated with each.

The expected values for these assets are presented in the Table on slide 18. Column 1 gives the Pri’s and column 2 gives the ri’s, n equals 3 in each case. The expected value for each asset’s return is 15%.

Slide 19 shows the standard deviations for these assets

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5.26 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Another example – cont.

Before looking at the standard deviations, can you identify which asset is most risky?

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5.27 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Another example – cont.

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5.28 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Which Asset Is Riskier?

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5.29 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Risk Measurement – Coefficient Of Variation

A measure of relative dispersion, useful in comparing the risk of assets with differing expected returns.

The higher the coefficient of variation, the greater the risk.

Allows comparison of assets that have different expected returns.

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5.30 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Coefficient of VariationCoefficient of VariationCoefficient of VariationCoefficient of Variation

The ratio of the standard deviation standard deviation of a distribution to the mean mean of that

distribution.

It is a measure of RELATIVERELATIVE risk.

CV = /RR

CV of BW = 0.13150.1315 / 0.090.09 = 1.46

The ratio of the standard deviation standard deviation of a distribution to the mean mean of that

distribution.

It is a measure of RELATIVERELATIVE risk.

CV = /RR

CV of BW = 0.13150.1315 / 0.090.09 = 1.46

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5.31 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Risk Preferences

Three Preferences: Risk Averse: Require a higher rate of return to

compensate for taking higher risk.

Risk Seeking: Will accept a lower return for a greater risk.

Risk Indifferent: Required return does not change in response to a change in risk.

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5.32 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Certainty EquivalentCertainty Equivalent (CECE) is the amount of cash someone would require with certainty at a point in time to make the individual indifferent between that certain amount and an amount expected to be received with risk at the same point in time.

Certainty EquivalentCertainty Equivalent (CECE) is the amount of cash someone would require with certainty at a point in time to make the individual indifferent between that certain amount and an amount expected to be received with risk at the same point in time.

Risk AttitudesRisk AttitudesRisk AttitudesRisk Attitudes

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5.33 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Certainty equivalent > Expected value

Risk PreferenceRisk Preference

Certainty equivalent = Expected value

Risk IndifferenceRisk Indifference

Certainty equivalent < Expected value

Risk AversionRisk Aversion

Most individuals are Risk AverseRisk Averse.

Certainty equivalent > Expected value

Risk PreferenceRisk Preference

Certainty equivalent = Expected value

Risk IndifferenceRisk Indifference

Certainty equivalent < Expected value

Risk AversionRisk Aversion

Most individuals are Risk AverseRisk Averse.

Risk AttitudesRisk AttitudesRisk AttitudesRisk Attitudes

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5.34 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

You have the choice between (1) a guaranteed dollar reward or (2) a coin-flip gamble of

$100,000 (50% chance) or $0 (50% chance). The expected value of the gamble is $50,000.

• Mary requires a guaranteed $25,000, or more, to call off the gamble.

• Raleigh is just as happy to take $50,000 or take the risky gamble.

• Shannon requires at least $52,000 to call off the gamble.

Risk Attitude ExampleRisk Attitude ExampleRisk Attitude ExampleRisk Attitude Example

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5.35 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

What are the Risk Attitude tendencies of each?What are the Risk Attitude tendencies of each?

Risk Attitude ExampleRisk Attitude ExampleRisk Attitude ExampleRisk Attitude Example

Mary shows “risk aversion”“risk aversion” because her “certainty equivalent” < the expected value of the gamble..

Raleigh exhibits “risk indifference”“risk indifference” because her “certainty equivalent” equals the expected value of the gamble..

Shannon reveals a “risk preference”“risk preference” because her “certainty equivalent” > the expected value of the gamble..

Mary shows “risk aversion”“risk aversion” because her “certainty equivalent” < the expected value of the gamble..

Raleigh exhibits “risk indifference”“risk indifference” because her “certainty equivalent” equals the expected value of the gamble..

Shannon reveals a “risk preference”“risk preference” because her “certainty equivalent” > the expected value of the gamble..

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5.36 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Portfolios

A portfolio is a collection of assets.

An efficient portfolio is: One that maximises the return for a given level

of risk. OR

One that minimises risk for a given level of return.

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5.37 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Portfolio Return

Is calculated as a weighted average of returns on the individual assets from which it is formed.

Is calculated by (Eqn 5.6):

Where: rp = Return on a portfolio wj = Proportion of the portfolio’s total dollar value represented by asset j rj = Return on asset j

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5.38 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

RP = ( Wj )( Rj )

RP is the expected return for the portfolio,

Wj is the weight (investment proportion) for the jth asset in the portfolio,

Rj is the expected return of the jth asset,

m is the total number of assets in the portfolio.

RP = ( Wj )( Rj )

RP is the expected return for the portfolio,

Wj is the weight (investment proportion) for the jth asset in the portfolio,

Rj is the expected return of the jth asset,

m is the total number of assets in the portfolio.

Determining PortfolioDetermining PortfolioExpected ReturnExpected ReturnDetermining PortfolioDetermining PortfolioExpected ReturnExpected Return

m

J = 1

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5.39 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

Determining Portfolio Determining Portfolio Standard DeviationStandard DeviationDetermining Portfolio Determining Portfolio Standard DeviationStandard Deviation

m

J=1

m

K=1PP = Wj Wk jk

Wj is the weight (investment proportion) for the jth asset in the portfolio,

Wk is the weight (investment proportion) for the kth asset in the portfolio,

jk is the covariance between returns for the jth and kth assets in the portfolio.

PP = Wj Wk jk

Wj is the weight (investment proportion) for the jth asset in the portfolio,

Wk is the weight (investment proportion) for the kth asset in the portfolio,

jk is the covariance between returns for the jth and kth assets in the portfolio.

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5.40 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

What is Covariance?What is Covariance? Covariance is a statistical measure of the degree to which two

variables (eg, securities‘ returns) move together. Positive covariance shows that the two variables move together. Negative covariance suggests that the two variables move in

opposite diiections. Zero covariance means that the two variables show no tendency

to vary together in either a positive or negative linear fashion. Covariance between security returns complicates the calculation

of portfolio standard deviation. Covariance between securities provides for the possibility of

eliminating some risk without reducing potential return.

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5.41 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

CovarianceCovariance

jk = j k rrjk

j is the standard deviation of the jth asset in the portfolio,

k is the standard deviation of the kth asset in the portfolio,

rjk is the correlation coefficient between the jth and kth assets in the portfolio.

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5.42 Van Horne and Wachowicz, Fundamentals of Financial Management, 13th edition. © Pearson Education Limited 2009. Created by Gregory Kuhlemeyer.

CorrelationCorrelation

A statistical measure of the relationship, if any, between a series of numbers representing data of any kind.

Three types: Positive Correlation: Two series move in the

same direction. Uncorrelated: No relationship between the two

series. Negative Correlation: Two series move in

opposite directions.

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A standardized statistical measure of the linear relationship between

two variables.

Its range is from –1.0 –1.0 (perfect negative correlation), through 00 (no correlation), to +1.0 +1.0 (perfect

positive correlation).

A standardized statistical measure of the linear relationship between

two variables.

Its range is from –1.0 –1.0 (perfect negative correlation), through 00 (no correlation), to +1.0 +1.0 (perfect

positive correlation).

Correlation CoefficientCorrelation CoefficientCorrelation CoefficientCorrelation Coefficient

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CorrelationCorrelation

The degree of correlation is measured by the correlation coefficient.

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Diversification

Combining assets with low or negative correlation can reduce the overall risk of the portfolio.

Combining uncorrelated risks can reduce overall portfolio risk.

Combining two perfectly positively correlated assets cannot reduce the risk below the risk of the least risky asset.

Combining two assets with less than perfectly positive correlations can reduce the total risk to a level below that of either asset.

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Diversification

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Correlation, Diversification, Risk & Return

The lower the correlation between asset returns, the greater the potential diversification of risk.

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You are creating a portfolio of Stock D Stock D and Stock Stock BW BW (from earlier). You are investing $2,000$2,000 in

Stock BW Stock BW and $3,000$3,000 in Stock DStock D. Remember that the expected return and standard deviation of Stock BWStock BW is 9%9% and 13.15%13.15% respectively. The

expected return and standard deviation of Stock D Stock D is 8%8% and 10.65%10.65% respectively. The correlation correlation

coefficient coefficient between BW and D is 0.750.75.

What is the expected return and standard What is the expected return and standard deviation of the portfolio?deviation of the portfolio?

You are creating a portfolio of Stock D Stock D and Stock Stock BW BW (from earlier). You are investing $2,000$2,000 in

Stock BW Stock BW and $3,000$3,000 in Stock DStock D. Remember that the expected return and standard deviation of Stock BWStock BW is 9%9% and 13.15%13.15% respectively. The

expected return and standard deviation of Stock D Stock D is 8%8% and 10.65%10.65% respectively. The correlation correlation

coefficient coefficient between BW and D is 0.750.75.

What is the expected return and standard What is the expected return and standard deviation of the portfolio?deviation of the portfolio?

Portfolio Risk and Portfolio Risk and Expected Return ExampleExpected Return ExamplePortfolio Risk and Portfolio Risk and Expected Return ExampleExpected Return Example

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WBW = $2,000/$5,000 = 0.4

WWDD = $3,000/$5,000 = 0.6 0.6

RP = (WBW)(RBW) + (WWDD)(RRDD)

RP = (0.4)(9%) + (0.60.6)(8%8%)

RP = (3.6%) + (4.8%4.8%) = 8.4%8.4%

WBW = $2,000/$5,000 = 0.4

WWDD = $3,000/$5,000 = 0.6 0.6

RP = (WBW)(RBW) + (WWDD)(RRDD)

RP = (0.4)(9%) + (0.60.6)(8%8%)

RP = (3.6%) + (4.8%4.8%) = 8.4%8.4%

Determining Portfolio Determining Portfolio Expected ReturnExpected ReturnDetermining Portfolio Determining Portfolio Expected ReturnExpected Return

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P = 0.0028 + (2)(0.0025) + 0.0041

P = SQRT(0.0119)

P = 0.1091 or 10.91%

You will not be asked to do this calculation.

P = 0.0028 + (2)(0.0025) + 0.0041

P = SQRT(0.0119)

P = 0.1091 or 10.91%

You will not be asked to do this calculation.

Determining Portfolio Determining Portfolio Standard DeviationStandard DeviationDetermining Portfolio Determining Portfolio Standard DeviationStandard Deviation

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The WRONG way to calculate is a weighted average like:

P = 0.4 (13.15%) + 0.6(10.65%)

P = 5.26 + 6.39 = 11.65%

10.91% = 11.65%

This is INCORRECT.

The WRONG way to calculate is a weighted average like:

P = 0.4 (13.15%) + 0.6(10.65%)

P = 5.26 + 6.39 = 11.65%

10.91% = 11.65%

This is INCORRECT.

Determining Portfolio Determining Portfolio Standard DeviationStandard DeviationDetermining Portfolio Determining Portfolio Standard DeviationStandard Deviation

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Stock C Stock D Portfolio

ReturnReturn 9.00% 8.00% 8.64%

Stand.Stand.Dev.Dev. 13.15% 10.65% 10.91%

CVCV 1.46 1.33 1.26

The portfolio has the LOWEST coefficient of variation due to diversification.

Stock C Stock D Portfolio

ReturnReturn 9.00% 8.00% 8.64%

Stand.Stand.Dev.Dev. 13.15% 10.65% 10.91%

CVCV 1.46 1.33 1.26

The portfolio has the LOWEST coefficient of variation due to diversification.

Summary of the Portfolio Summary of the Portfolio Return and Risk CalculationReturn and Risk CalculationSummary of the Portfolio Summary of the Portfolio Return and Risk CalculationReturn and Risk Calculation

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Combining securities that are not perfectly, positively correlated reduces risk.

Combining securities that are not perfectly, positively correlated reduces risk.

INV

ES

TM

EN

T R

ET

UR

N

TIME TIMETIME

SECURITY ESECURITY E SECURITY FSECURITY FCombinationCombination

E and FE and F

Diversification and the Diversification and the Correlation CoefficientCorrelation CoefficientDiversification and the Diversification and the Correlation CoefficientCorrelation Coefficient

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Systematic Risk Systematic Risk is the variability of return on stocks or portfolios associated with

changes in return on the market as a whole. It cannot be avoided

Unsystematic Risk Unsystematic Risk is the variability of return on stocks or portfolios not explained by

general market movements. It is avoidable through diversification.

Systematic Risk Systematic Risk is the variability of return on stocks or portfolios associated with

changes in return on the market as a whole. It cannot be avoided

Unsystematic Risk Unsystematic Risk is the variability of return on stocks or portfolios not explained by

general market movements. It is avoidable through diversification.

Total Risk Total Risk = SystematicSystematic RiskRisk + UnsystematicUnsystematic RiskRisk

Total Risk = Systematic Total Risk = Systematic Risk + Unsystematic RiskRisk + Unsystematic RiskTotal Risk = Systematic Total Risk = Systematic Risk + Unsystematic RiskRisk + Unsystematic Risk

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Systematic Risk and Systematic Risk and Unsystematic RiskUnsystematic Risk

Other names for these terms are: Systematic risk

Unavoidable risk Nondiversifiable risk

Unsystematic risk Avoidable risk Diversifiable risk

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TotalTotalRiskRisk

Unsystematic (diversifiable) riskUnsystematic (diversifiable) risk

Systematic (nondiversifiable) riskSystematic (nondiversifiable) risk

ST

D D

EV

OF

PO

RT

FO

LIO

RE

TU

RN

NUMBER OF SECURITIES IN THE PORTFOLIO

Factors such as changes in the nation’s economy, tax reform by the Congress,or a change in the world situation.

Total Risk = Systematic Total Risk = Systematic Risk + Unsystematic RiskRisk + Unsystematic RiskTotal Risk = Systematic Total Risk = Systematic Risk + Unsystematic RiskRisk + Unsystematic Risk

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TotalTotalRiskRisk

Unsystematic riskUnsystematic risk

Systematic riskSystematic risk

ST

D D

EV

OF

PO

RT

FO

LIO

RE

TU

RN

NUMBER OF SECURITIES IN THE PORTFOLIO

Factors unique to a particular companyor industry. For example, the death of akey executive or loss of a governmentaldefense contract.

Total Risk = Systematic Total Risk = Systematic Risk + Unsystematic RiskRisk + Unsystematic RiskTotal Risk = Systematic Total Risk = Systematic Risk + Unsystematic RiskRisk + Unsystematic Risk

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CAPM is a model that describes the relationship between risk and expected (required) return.

In this model, a security’s expected (required) return is the risk-free rate risk-free rate plus a premium a premium based on the systematic risk systematic risk of the security.

CAPM is a model that describes the relationship between risk and expected (required) return.

In this model, a security’s expected (required) return is the risk-free rate risk-free rate plus a premium a premium based on the systematic risk systematic risk of the security.

Capital Asset Capital Asset Pricing Model (CAPM)Pricing Model (CAPM)Capital Asset Capital Asset Pricing Model (CAPM)Pricing Model (CAPM)

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1. Capital markets are efficient.

2. Homogeneous investor expectations over a given period.

3. Risk-freeRisk-free asset return is certain (use short- to intermediate-term Treasuries as a proxy).

4. Market portfolio contains only systematic risk systematic risk (use S&P 500 Indexor similar as a proxy).

1. Capital markets are efficient.

2. Homogeneous investor expectations over a given period.

3. Risk-freeRisk-free asset return is certain (use short- to intermediate-term Treasuries as a proxy).

4. Market portfolio contains only systematic risk systematic risk (use S&P 500 Indexor similar as a proxy).

CAPM AssumptionsCAPM AssumptionsCAPM AssumptionsCAPM Assumptions

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EXCESS RETURNON STOCK

EXCESS RETURNON MARKET PORTFOLIO

BetaBeta =RiseRiseRunRun

Narrower spreadNarrower spreadis higher correlationis higher correlation

Characteristic LineCharacteristic Line

Characteristic LineCharacteristic LineCharacteristic LineCharacteristic Line

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Time Pd. Market My Stock1 9.6% 12%

2 –15.4% –5%

3 26.7% 19%

4 –0.2% 3%

5 20.9% 13%

6 28.3% 14%

7 –5.9% –9%

8 3.3% –1%

9 12.2% 12%

10 10.5% 10%

The Market and My Stock

returns are “excess

returns” and have the

riskless rate already

subtracted.

Calculating “Beta” Calculating “Beta” on Your Calculatoron Your Calculator

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• Assume that the previous continuous distribution problem represents the “excess returns” of the market portfolio (it may still be in your calculator data worksheet – 2nd Data ).

• Enter the excess market returns as “X” observations of: 9.6%, –15.4%, 26.7%, –0.2%, 20.9%, 28.3%, –5.9%, 3.3%, 12.2%, and 10.5%.

• Enter the excess stock returns as “Y” observations of: 12%, –5%, 19%, 3%, 13%, 14%, –9%, –1%, 12%, and 10%.

Calculating “Beta” Calculating “Beta” on Your Calculatoron Your Calculator

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• Let us examine again the statistical results (Press 2nd and then Stat )

• The market expected return and standard deviation is 9% and 13.32%. Your stock expected return and standard deviation is 6.8% and 8.76%.

• The regression equation is Y= a + bX. Thus, our characteristic line is Y = 1.4448 + 0.595 X and indicates that our stock has a beta of 0.595.

Calculating “Beta” Calculating “Beta” on Your Calculatoron Your Calculator

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An index of systematic risksystematic risk.

It is the measure of market (non-diversifiable) risk, and measures the sensitivity of a stock’s returns to changes in returns on the market portfolio.

The beta for the market portfolio is 1.0

The betabeta for a portfolio is simply a weighted average of the individual stock betas in the portfolio.

An index of systematic risksystematic risk.

It is the measure of market (non-diversifiable) risk, and measures the sensitivity of a stock’s returns to changes in returns on the market portfolio.

The beta for the market portfolio is 1.0

The betabeta for a portfolio is simply a weighted average of the individual stock betas in the portfolio.

What is Beta?What is Beta?What is Beta?What is Beta?

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Capital Asset Pricing Model (CAPM) – Portfolio Betas

Are interpreted exactly the same way as individual asset betas.

Can calculated by:

Where:

wj = The proportion of the portfolio’s dollar value represented by asset j

βj = The beta of asset j

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EXCESS RETURNON STOCK

EXCESS RETURNON MARKET PORTFOLIO

Beta < 1Beta < 1(defensive)(defensive)

Beta = 1Beta = 1

Beta > 1Beta > 1(aggressive)(aggressive)

Each characteristic characteristic line line has a

different slope.

Characteristic Lines Characteristic Lines and Different Betasand Different BetasCharacteristic Lines Characteristic Lines and Different Betasand Different Betas

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RRjj is the required rate of return for stock j,

RRff is the risk-free rate of return,

jj is the beta of stock j (measures systematic risk of stock j),

RRMM is the expected return for the market portfolio.

This is also known as the CAPM formula

RRjj is the required rate of return for stock j,

RRff is the risk-free rate of return,

jj is the beta of stock j (measures systematic risk of stock j),

RRMM is the expected return for the market portfolio.

This is also known as the CAPM formula

Rj = Rf + j(RM – Rf)

Security Market LineSecurity Market LineSecurity Market LineSecurity Market Line

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Rj = Rf + j(RM – Rf)

MM = 1.01.0

Systematic Risk (Beta)

RRff

RRMM

Req

uir

ed R

etu

rnR

equ

ired

Ret

urn

RiskRiskPremiumPremium

Risk-freeRisk-freeReturnReturn

Security Market LineSecurity Market LineSecurity Market LineSecurity Market Line

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Capital Asset Pricing Model (CAPM) – Beta Coefficient

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• Obtaining Betas

• Can use historical data if past best represents the expectations of the future

• Can also utilize services like Value Line, Ibbotson Associates, etc.

• Adjusted Beta

• Betas have a tendency to revert to the mean of 1.0

• Can utilize combination of recent beta and mean• 2.22 (0.7) + 1.00 (0.3) = 1.554 + 0.300 = 1.854 estimate

• Obtaining Betas

• Can use historical data if past best represents the expectations of the future

• Can also utilize services like Value Line, Ibbotson Associates, etc.

• Adjusted Beta

• Betas have a tendency to revert to the mean of 1.0

• Can utilize combination of recent beta and mean• 2.22 (0.7) + 1.00 (0.3) = 1.554 + 0.300 = 1.854 estimate

Security Market LineSecurity Market LineSecurity Market LineSecurity Market Line

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Lisa Miller at Basket Wonders is attempting to determine the rate of return required by their stock investors. Lisa is using a 6% R6% Rff

and a long-term market expected rate of market expected rate of return return of 10%10%. A stock analyst following the firm has calculated that the firm betabeta is 1.21.2.

What is the required rate of returnrequired rate of return on the stock of Basket Wonders?

Lisa Miller at Basket Wonders is attempting to determine the rate of return required by their stock investors. Lisa is using a 6% R6% Rff

and a long-term market expected rate of market expected rate of return return of 10%10%. A stock analyst following the firm has calculated that the firm betabeta is 1.21.2.

What is the required rate of returnrequired rate of return on the stock of Basket Wonders?

Determination of the Determination of the Required Rate of ReturnRequired Rate of ReturnDetermination of the Determination of the Required Rate of ReturnRequired Rate of Return

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RRBWBW = RRff + j(RRMM – RRff)

RRBWBW = 6%6% + 1.21.2(10%10% – 6%6%)

RRBWBW = 10.8%10.8%

The required rate of return exceeds the market rate of return as BW’s

beta exceeds the market beta (1.0).

RRBWBW = RRff + j(RRMM – RRff)

RRBWBW = 6%6% + 1.21.2(10%10% – 6%6%)

RRBWBW = 10.8%10.8%

The required rate of return exceeds the market rate of return as BW’s

beta exceeds the market beta (1.0).

BWs Required BWs Required Rate of ReturnRate of ReturnBWs Required BWs Required Rate of ReturnRate of Return

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Lisa Miller at BW is also attempting to determine the intrinsic value intrinsic value of the stock. She is using the constant growth model.

Lisa estimates that the dividend next period dividend next period will be $0.50$0.50 and that BW will growgrow at a

constant rate of 5.8%5.8%. The stock is currently selling for $15.

What is the intrinsic value intrinsic value of the stock? Is the stock overover or underpricedunderpriced?

Lisa Miller at BW is also attempting to determine the intrinsic value intrinsic value of the stock. She is using the constant growth model.

Lisa estimates that the dividend next period dividend next period will be $0.50$0.50 and that BW will growgrow at a

constant rate of 5.8%5.8%. The stock is currently selling for $15.

What is the intrinsic value intrinsic value of the stock? Is the stock overover or underpricedunderpriced?

Determination of the Determination of the Intrinsic Value of BWIntrinsic Value of BWDetermination of the Determination of the Intrinsic Value of BWIntrinsic Value of BW

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Remember, from Chapter 4, the value of a share of stock is calculated by:

V = D1/(ke – g)

So the intrinsic value of BW is:

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The stock is OVERVALUED as the market price ($15) exceeds

the intrinsic value intrinsic value ($10$10).

The stock is OVERVALUED as the market price ($15) exceeds

the intrinsic value intrinsic value ($10$10).

$0.50$0.5010.8%10.8% – 5.8%5.8%

IntrinsicIntrinsicValueValue

=

= $10$10

Determination of the Determination of the Intrinsic Value of BWIntrinsic Value of BWDetermination of the Determination of the Intrinsic Value of BWIntrinsic Value of BW

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Systematic Risk (Beta)

RRff

Req

uir

ed R

etu

rnR

equ

ired

Ret

urn

Direction ofMovement

Direction ofMovement

Stock Y Stock Y (Overpriced)

Stock X (Underpriced)

Security Market LineSecurity Market LineSecurity Market LineSecurity Market Line

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Small-firm EffectSmall-firm Effect

Price/Earnings EffectPrice/Earnings Effect

January EffectJanuary Effect

These anomalies have presented serious challenges to the CAPM

theory.

Small-firm EffectSmall-firm Effect

Price/Earnings EffectPrice/Earnings Effect

January EffectJanuary Effect

These anomalies have presented serious challenges to the CAPM

theory.

Determination of the Determination of the Required Rate of ReturnRequired Rate of ReturnDetermination of the Determination of the Required Rate of ReturnRequired Rate of Return