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Chapter 6 Risk and Rates of Return

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Page 1: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Chapter 6

Risk and Rates of Return

Page 2: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

2

Chapter 6 Objectives

Inflation and rates of returnHow to measure risk

(variance, standard deviation, beta)How to reduce risk

(diversification)How to price risk

(security market line, CAPM)

Page 3: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

3

Historical Risk and ReturnAnnual From 1926 to 1999

Avg. Return Std Dev.Small Stocks 17.6% 33.6%Large Co. Stocks 13.3% 20.1%L-T Corp Bonds 5.9% 8.7%L-T Govt. Bonds 5.5% 9.3%T-Bills 3.8% 3.2%Inflation 3.2% 4.6%

Page 4: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

4

Why are these rates different?

90-day Treasury Bill 1.7%90-day Commercial Paper 1.8%2-year US Treasury Note 3.0%10-year US Treasury Note 5.0%10-year Corporate Bond 6.9%

Page 5: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Inflation, Rates of Return, and the Fisher Effect

InterestRates

Page 6: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Interest RatesConceptually:

Page 7: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Interest RatesConceptually:

Nominalrisk-freeInterest

Rate

krf

=

Page 8: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Interest RatesConceptually:

Nominalrisk-freeInterest

Rate

krf

=

Realrisk-freeInterest

Rate

k*

Page 9: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Interest RatesConceptually:

Nominalrisk-freeInterest

Rate

krf

=

Realrisk-freeInterest

Rate

k*

+

Inflation-risk

premium

IRP

Page 10: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Conceptually:

Nominalrisk-freeInterest

Rate

krf

=

Realrisk-freeInterest

Rate

k*

+

Inflation-risk

premium

IRP

Mathematically:

(1 + krf) = (1 + k*) (1 + IRP)

This is known as the “Fisher Effect”

Interest Rates

Page 11: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

11

Suppose the real rate is 3%, and the nominal rate is 8%. What is the inflation rate premium?

(1 + krf) = (1 + k*) (1 + IRP)(1.08) = (1.03) (1 + IRP)(1 + IRP) = (1.0485), so

IRP = 4.85%

Interest Rates

Page 12: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Term Structure of Interest Rates

The pattern of rates of return for debt securities that differ only in the length of time to maturity.

Page 13: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Term Structure of Interest Rates

The pattern of rates of return for debt securities that differ only in the length of time to maturity.

yieldto

maturity

time to maturity (years)

Page 14: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Term Structure of Interest Rates

The pattern of rates of return for debt securities that differ only in the length of time to maturity.

yieldto

maturity

time to maturity (years)

Page 15: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Term Structure of Interest Rates

yieldto

maturity

time to maturity (years)

The yield curve may be downward sloping or “inverted” if rates are expected to fall.

Page 16: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Term Structure of Interest Rates

yieldto

maturity

time to maturity (years)

The yield curve may be downward sloping or “inverted” if rates are expected to fall.

Page 17: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

17

Recent US Treasury Yield Curve

0.00%

1.00%

2.00%

3.00%

4.00%

5.00%

6.00%

0 5 10 15 20 25 30 35

Time to Maturity

Yie

ld

Last Semester Last Week

Page 18: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

For a Treasury security, what is the required rate of return?

Since Treasuries are essentially free of default risk, the rate of return on a Treasury security is considered the

“risk-free” rate of return.

RequiredRequired

rate of rate of

returnreturn==

Risk-freeRisk-free

rate of rate of

returnreturn

Page 19: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

For a corporate stock or bond, what is the required rate of return?

RequiredRequired

rate of rate of

returnreturn==

Page 20: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

For a corporate stock or bond, what is the required rate of return?

RequiredRequired

rate of rate of

returnreturn==

Risk-freeRisk-free

rate of rate of

returnreturn

Page 21: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

For a corporate stock or bond, what is the required rate of return?

How large of a risk premium should we require to buy a corporate security?

RequiredRequired

rate of rate of

returnreturn== + +

Risk-freeRisk-free

rate of rate of

returnreturn

RiskRisk

premiumpremium

Page 22: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

ReturnsExpected Return - the return that an investor expects to earn on an asset, given its price, growth potential, etc.

Required Return - the return that an investor requires on an asset given its risk and market interest rates.

Page 23: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

23

Holding Period (Actual) Returns

The realized return over a period of time (HPR).HPR=(Ending Price - Beginning Price + Distributions Received)/Beginning PriceExample: What is your HPR if you buy a stock for $20, receive $1 in dividends, and then sell it for $25.HPR = ($25-$20+$1)/$20 = 0.3 = 30%

Page 24: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

24

Calculation of Expected ReturnsExpected Rate of Return (Expected Value) given a probability distribution of possible returns(ki): E(k) or k

_ n

E(k)=k = ki P(ki)

i=1

Realized or Average Return on Historical Data: - n

k = 1/n k i

i=1

Page 25: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

25

Expected Return and Standard Deviation Example

MAD E(r) = .25(80%) + .60(30%) + .15(-30%) = 33.5%CON E(r) = .25(5%) + .60(10%) + .15(15%) = 9.5%

St at e of Cont raryEconom y Probabilit y MAD I nc. Co. ( CON)Boom 0.25 80% 5%Normal 0.60 30% 10%Recession 0.15 - 30% 15%

Page 26: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

26

Definition of Risk

Risk is an uncertain outcome or chance of an adverse outcome.Concerned with the riskiness of cash flows from financial assets.Namely, the chance that actual cash flows will be different from forecasted cash flows.Standard Deviation can measure this type of risk.

Page 27: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

How do we Measure Risk?

A more scientific approach is to examine the stock’s standard deviation of returns.Standard deviation is a measure of the dispersion of possible outcomes. The greater the standard deviation, the greater the uncertainty, and therefore , the greater the risk.

Page 28: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Standard Deviation

= (ki - k)2 P(ki) n

i=1

Page 29: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

29

Expected Return and Standard Deviation Example

MAD E(r) = .25(80%) + .60(30%) + .15(-30%) = 33.5%CON E(r) = .25(5%) + .60(10%) + .15(15%) = 9.5%

St at e of Cont raryEconom y Probabilit y MAD I nc. Co. ( CON)Boom 0.25 80% 5%Normal 0.60 30% 10%Recession 0.15 - 30% 15%

Page 30: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

MAD, Inc. ( 80% - 33.5%)2 (.25) = 540.56(30% - 33.5%)2 (.6) = 7.35(-30% - 33.5%)2 (.15) = 604.84

Variance = 1152.75%

Stand. dev. = 1152.75 = 34.0%

MAD, Inc. ( 80% - 33.5%)2 (.25) = 540.56(30% - 33.5%)2 (.6) = 7.35(-30% - 33.5%)2 (.15) = 604.84

Variance = 1152.75%

Stand. dev. = 1152.75 = 34.0%

= (ki - k)2 P(ki) n

i=1

Page 31: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

31

Expected Return and Standard Deviation Example

St at e of Cont raryEconom y Probabilit y MAD I nc. Co. ( CON)Boom 0.25 80% 5%Normal 0.60 30% 10%Recession 0.15 - 30% 15%

MAD E(r) = .25(80%) + .60(30%) + .15(-30%) = 33.5%CON E(r) = .25(5%) + .60(10%) + .15(15%) = 9.5%

Page 32: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Contrary Co. (5% - 9.5%)2 (.25) = 5.06(10% - 9.5%)2 (.6) = 0.15(15% - 9.5%)2 (.15) = 4.54Variance = 9.75%

Stand. dev. = 9.75 = 3.1%

= (ki - k)2 P(ki) n

i=1

Page 33: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Which stock would you prefer?How would you decide?

Page 34: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Which stock would you prefer?How would you decide?

Page 35: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

It depends on your tolerance for risk!

Remember, there’s a tradeoff between risk and return.

Return

Risk

Page 36: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

36

Coefficient of Variation

A relative measure of risk. Whereas, is an absolute measure of risk. Relates risk to expected return.CV = /E(k)MAD’s CV = 34%/33.5% = 1.01CON’s CV = 3.1%/9.5% = 0.33CONtrary is the less risky of the two investments. Would choose CON if risk averse.

Page 37: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Portfolios

Expected Portfolio Return is weighted average of the expected returns of the individual stocks = Σwjkj.However, portfolio risk (standard deviation) is NOT the weighted average of the standard deviations of the individual stocks.Combining several securities in a portfolio can actually reduce overall risk.How does this work?

Page 38: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Suppose we have stock A and stock B. The returns on these stocks do not tend to move together over time (they are not perfectly correlated).

rateof

return

time

kA

kB

Page 39: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

rateof

return

time

kpkA

kB

What has happened to the variability of returns for the

portfolio?

Page 40: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Diversification

Investing in more than one security to reduce risk.If two stocks are perfectly positively correlated, diversification has no effect on risk.If two stocks are perfectly negatively correlated, the portfolio is perfectly diversified.

Page 41: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

If you owned a share of every stock traded on the NYSE and NASDAQ, would you be diversified?

YES!Would you have eliminated all of your risk?

NO! Common stock portfolios still have risk.

Page 42: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

42

Some risk can be diversified away and some cannot.

Market risk (systematic risk) is nondiversifiable. This type of risk cannot be diversified away.Company-unique risk (unsystematic risk) is diversifiable. This type of risk can be reduced through diversification.

Page 43: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Market Risk

Unexpected changes in interest rates.Unexpected changes in cash flows due to tax rate changes, foreign competition, and the overall business cycle.

Page 44: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Company-unique Risk

A company’s labor force goes on strike.A company’s top management dies in a plane crash.A huge oil tank bursts and floods a company’s production area.

Page 45: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

As you add stocks to your portfolio, company-unique risk is reduced.

portfoliorisk

number of stocks

Market risk

Page 46: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

As you add stocks to your portfolio, company-unique risk is reduced.

portfoliorisk

number of stocks

Market risk

company-unique

risk

Page 47: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Do some firms have more market risk than others?

Yes. For example:Interest rate changes affect

all firms, but which would be more affected:

a) Retail food chainb) Commercial bank

Page 48: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

Note:

The market compensates investors for accepting risk - but only for market risk. Company-unique risk can and should be diversified away.

So - we need to be able to measure market risk.

Page 49: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

This is why we have Beta.Beta: a measure of market risk.

Specifically, beta is a measure of how an individual stock’s returns vary with market returns.

It’s a measure of the “sensitivity” of an individual stock’s returns to changes in the market.

Page 50: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

50

The Concept of BetaBeta() measures how the return of an individual asset (or even a portfolio) varies with the market portfolio. = 1.0 : same risk as the market < 1.0 : less risky than the market > 1.0 : more risky than the marketBeta is the slope of the regression line (y = a + x) between a stock’s return(y) and the market return(x) over time, from simple linear regression.i = Covariancei,m/Mkt. Var. =imim/m

2

Page 51: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

51

Relating Market Risk and Required Return: the CAPM

Here’s the word story: a stock’s required rate of return = risk-free rate + the stock’s risk premium.The main assumption is investors hold well diversified portfolios = only concerned with market risk. A stock’s risk premium = measure of systematic risk X market risk premium.

Page 52: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

52

CAPM Equationkrp= market risk premium = km - krf

stock risk premium = j(krp)

kj = krf + j(km - krf )

= krf + j (krp)Example: What is Yahoo’s required return if

its b = 1.75, the current 3-mo. T-bill rate is 1.7%, and the historical market risk premium of 9.5% is demanded?

Yahoo k = 1.7% + 1.75(9.5%) = 18.3%

Page 53: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

53

Question: If Yahoo’s exp. Return = 15%, what to do?

Required vs. Expected Return

15%19.10%

0.00%

5.00%

10.00%

15.00%

20.00%

25.00%

0 0.5 1 1.5 2 2.5

Beta

Retu

rn

Req. Return Exp Return

Page 54: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

54

Portfolio Beta and CAPMThe for a portfolio of stocks is the weighted average of the individual stock s.

p = wjj

Example: The risk-free rate is 6%, the market return is 16%. What is the required return for a portfolio consisting of 40% AOL with b = 1.7, 30% Exxon with b = 0.85, and 30% Fox Corp. with b = 1.15.Bp = .4(1.7)+.3(0.85)+.3(1.15) = 1.28kp = 6% + 1.28(16% - 6%) = 18.8%

Page 55: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

55

More SML Fun!

According to the CAPM and SML equation with k = 6% + (16% - 6%)How would a change in inflation affect required returns? (Say inflation increases 2% points)How would a change in risk aversion (market risk premium) affect required returns? (Say market risk premium decreases 2% points.)

Page 56: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

56

Changes to SMLSecurity Market Line

0%

5%

10%

15%

20%

25%

30%

0 1 2 3

Beta

Retu

rn

Original SML

Page 57: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

57

Changes to SMLSecurity Market Line

0%

5%

10%

15%

20%

25%

30%

0 1 2 3

Beta

Retu

rn

Original SML

IncreasedInflation

Page 58: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

58

Changes to SMLSecurity Market Line

0%

5%

10%

15%

20%

25%

30%

0 1 2 3

Beta

Retu

rn

Original SML

Less RiskAversion

Page 59: Chapter 6 Risk and Rates of Return 2 Chapter 6 Objectives Inflation and rates of return How to measure risk (variance, standard deviation, beta) How

59

Limitations of CAPM/SML

Don’t really know what the market portfolio is, which makes it hard to estimate market expected or required return.Beta estimates can be unstable and might not reflect the future.Maturity debate over proper risk-free estimate.Most investors focus on more than systematic risk.