Title: PORTFOLIO THEORY
1PORTFOLIO THEORY
- Capital Allocation Between Risky and Risk-Free
Assets, Optimal Portfolio
2Rates of Return Single Period
HPR Holding Period Return P0 Beginning
price P1 Ending price D1 Dividend during
period one
3Annual Holding Period Returns,USA, 1926-1996
- Geom. Arith. Stan.
- Series Mean Mean Dev.
- Lg Stk 10.5 12.5 20.4
- Sm Stk 12.6 19.0 40.4
- LT Gov 5.0 5.3 8.0
- T-Bills 3.7 3.8 3.3
- Inflation 3.1 3.2 4.5
4 yes, markets can go SP 500 since 1938
Vir Bloomberg since 1938
5Down across the globe 1900-2007
Wld
Svet
Svet
Svet
Wld
Svet
Svet
Svet
Wld
Svet
Svet
Svet
Svet
Wld
Svet
Svet
Svet
Wld
Svet
Svet
Nem
Nem
Ger
Nem
Nem
Nem
Nem
Ger
VB
VB
VB
UK
ZDA
ZDA
ZDA
US
Jap
Jap
Jap
Jap
Vir ABN AMRO/LBS Global Investment Returns
Yearbook 2008, Table 6
6 but mostly up
7And across the world 1900-2007
Vir ABN AMRO/LBS Global Investment Returns
Yearbook 2008, Table 14
8Risk Aversion Utility
- Investors view of risk
- Risk Averse
- Risk Neutral
- Risk Seeking
- Utility
- Utility Function
- U E ( r ) - 0.005 A s 2
- A measures the degree of risk aversion
Scaling factor for decimals
9Risk Aversion and Value Using the Sample
Investment
- U E ( r ) - .005 A s 2
- 22 - .005 A (34) 2
- Risk Aversion A Value
- High 5 -6.90
- 3 4.66
- Low 1 16.22
T-bill 5
10Dominance Principle
11Utility and Indifference Curves
- Represent an investors willingness to trade-off
return and risk - Example
- Exp Ret St Deviation UE ( r ) - .005As2
- 10 20.0 2
- 15 25.5 2
- 20 30.0 2
- 25 33.9 2
12Indifference Curves
13Expected Return
- Rule 1
- The return for an asset is the probability
weighted average return in all scenarios.
14Variance of Return
- Rule 2
- The variance of an assets return is the
expected value of the squared deviations from the
expected return.
15Characteristics of Probability Distributions
- 1) Mean most likely value
- 2) Variance or standard deviation
- 3) Skewness
- If a distribution is approximately normal, the
distribution is described by characteristics 1
and 2
16Return on a Portfolio
- Rule 3
- The rate of return on a portfolio is a weighted
average of the rates of return of each asset
comprising the portfolio, with the portfolio
proportions as weights. - rp W1r1 W2r2
- W1 Proportion of funds in Security 1
- W2 Proportion of funds in Security 2
- r1 Expected return on Security 1
- r2 Expected return on Security 2
17Portfolio Risk with Risk-Free Asset
- Rule 4
- When a risky asset is combined with a risk-free
asset, the portfolio standard deviation equals
the risky assets standard deviation multiplied
by the portfolio proportion invested in the risky
asset.
18Portfolio Risk
- Rule 5
- When two risky assets with variances s12 and
s22, respectively, are combined into a portfolio
with portfolio weights w1 and w2, respectively,
the portfolio variance is given by - ?p2 w12?12 w22?22 2W1W2 Cov(r1r2)
- Cov(r1r2) Covariance of returns for
- Security 1 and Security 2
19Covariance
Cov(r1r2) ?1,2 ?1?2
?1,2 Correlation coefficient of
returns
?1 Standard deviation of returns for
Security 1 ?2 Standard deviation of
returns for Security 2
20Correlation Coefficients Possible Values
Range of values for ?1,2
1.0 gt ????gt ?-1.0
If ?? 1.0, the securities would be perfectly
positively correlated If ?? - 1.0, the
securities would be perfectly negatively
correlated
21TOP-DOWN Analysis of Portfolio Construction
- CAPITAL ALLOCATION between safe and risky
- ASSET ALLOCATION across asset classes
- SECURITY SELECTION within asset types
221. Allocating Capital Between Risky Risk Free
Assets
- Possible to split investment funds between safe
and risky assets - Risk free asset proxy T-bills
- Risky asset stock (or a portfolio)
23Allocating Capital Between Risky Risk Free
Assets (cont.)
- Issues
- Examine risk/ return tradeoff
- Demonstrate how different degrees of risk
aversion will affect allocations between risky
and risk free assets
24Example
25Expected Returns for Combinations
26Possible Combinations of Risky and Risk Free
Asset
27Variance on the Possible Combined Portfolios
?
?
Hence, y ?c/?p so E(rc) becomes .
28Combinations Without Leverage
?
?
?
29Using Leverage with Capital Allocation Line
- Borrow at the Risk-Free Rate and invest in
stock. Using 50 Leverage - w1? w2?
- rc (-.5) (.07) (1.5) (.15) .19
- ?c (1.5) (.22) .33
30Investment Opportunity Set CAL (Capital
Allocation Line)
31Risk Aversion and Allocation
- Greater levels of risk aversion lead to larger
proportions of the risk free asset - Lower levels of risk aversion lead to larger
proportions of the portfolio of risky assets - Willingness to accept high levels of risk for
high levels of returns would result in leveraged
combinations
32CAL with Risk Preferences
33CAL with Higher Borrowing Rate
34- 2. Optimal Risky Portfolios
- (Efficient Portfolios)
35Risk Reduction with Diversification
36In General, for an n-Security Portfolio
rp Weighted average of the n securities
?p2 (Consider all pairwise
covariance measures)
37Two-Security Portfolio Opportunity Set with
Different Correlations
38Variance with 3 Securities
39Portfolio Risk/Return Two Securities Correlation
Effects
- Relationship depends on correlation coefficient
- -1.0 lt ? lt 1.0
- The smaller the correlation, the greater the risk
reduction potential - If??? 1.0, no risk reduction is possible
40Minimum-Variance Combination
1
??2
- Cov(r1r2)
2
W1
??2
??2
- 2Cov(r1r2)
1
2
W2
(1 - W1)
How do we get this?
41Minimum-Variance Combination ? .2
42Minimum -Variance Return and Risk with ? .2
rp .6733(.10) .3267(.14) .1131
?
(.6733)2(.15)2 (.3267)2(.2)2
p
1/2
2(.6733)(.3267)(.2)(.15)(.2)
1/2
?
.0171
.1308
p
43Minimum -Variance Combination ? -0.3
44Minimum -Variance Return and Risk with ? -0.3
rp .6087(.10) .3913(.14) .1157
?
(.6087)2(.15)2 (.3913)2(.2)2
p
1/2
2(.6087)(.3913)(.2)(.15)(-.3)
1/2
?
.0102
.1009
p
45Extending Concepts to All Securities
- The optimal combinations result in lowest level
of risk for a given return - The optimal trade-off is described as the
efficient frontier - These portfolios are dominant to all other
portfolios in the feasible set.
46The Minimum-Variance Frontierof Risky Assets
(1. Risk-Return Combinations Available)
472. Extending to Include Riskless Asset
- The optimal combination becomes linear
- A single combination of risky and riskless assets
will dominate the one with the steepest CAL
the tangent portfolio. HOW DO WE GET THIS
PORTFOLIO?
48Alternative CALs with Optimal Risky P.
49Efficient Frontier with Lending Borrowing(3.
Mix risk-free with optimal risky)
50Portfolio Selection with Restrictions on
Risk-Free Asset
- Possible situations
- R-F asset not available
- Investors cannot borrow
- Investors can only borrow at rates, higher than rF
51Portfolio Selection w/o a R-F Asset
52Chapter 17
- MacroeconomicandIndustry Analysis
53Framework of Analysis
- Fundamental Analysis
- Approach to Fundamental Analysis
- Domestic and global economic analysis
- Industry analysis
- Company analysis
- Why use the top-down approach?
54Global Economic Considerations
- Performance in countries and regions is highly
variable - Political risk
- Exchange rate risk
- Sales
- Profits
- Stock returns
55Key Economic Variables
- Gross domestic product
- Unemployment rates
- Interest rates inflation
- International measures
- Consumer sentiment
56Federal Government Policy
- Fiscal Policy - government spending and taxing
actions - Direct policy
- Slowly implemented
57Federal Government Policy (contd)
- Monetary Policy - manipulation of the money
supply to influence economic activity - Initial feedback effects
- Tools of monetary policy
- Open market operations
- Discount rate
- Reserve requirements
58Inflation and Equity Valuation
- Inflation has an impact on equity valuations
- Historical costs underestimate economic costs
- Empirical research shows that (high) inflation
has an adverse effect on equity values - Research shows that real rates of return are
lower with high rates of inflation
59Potential Causes of Lower Equity Values with
Inflation
- Shocks cause expectation of lower earnings by
market participants - Returns are viewed as being riskier with higher
rates of inflation - ?
60What Stock Market Data Tells Us About Inflation
- The last 30 years represent a period of high
inflation compared to the last 200 years - If a government spends more than it collects in
taxes, inflation will usually result - Inflation is measured through a consumers price
index (CPI) - As inflation increases interest rates rise
leading to a decrease in bond prices
61What Stock Market Data Tells Us About Inflation
- Some argue inflation is good for the stock market
because corporations increase the selling price
of their product and their costs do not rise - This is a fallacy because
- Consumers resist price increases
- Corporations enter long-term contracts to sell
products at a fixed price - GAAP do not contain inflation adjustments for
depreciation - Thus depreciation cash flows are inadequate for
equipment renewal during periods of inflation
62What Stock Market Data Tells Us About Inflation
Real returns were below average during high
inflation periods.
Average real returns are negative during
extra-ordinary inflation periods.
Stock market returns were average during moderate
inflation.
63Demand Shocks
- Demand shock - an event that affects demand for
goods and services in the economy - Tax rate cut
- Increases in government spending
64Supply Shocks
- Supply shock - an event that influences
production capacity or production costs - Commodity price changes
- Educational level of economic participants
65Business Cycles
- Business Cycle
- Peak
- Trough
- Industry relationship to business cycles
- Cyclical
- Defensive
66NBER Cyclical Indicators Leading
- Leading Indicators - tend to rise and fall in
advance of the economy - Examples
- Avg. weekly hours of production workers
- Stock Prices
- http//www.google.com/trends
67NBER Cyclical Indicators Coincident
- Coincident Indicators - indicators that tend to
change directly with the economy - Examples
- Industrial production
- Manufacturing and trade sales
68NBER Cyclical Indicators Lagging
- Lagging Indicators - indicators that tend to
follow the lag economic performance - Examples
- Ratio of trade inventories to sales
- Ratio of consumer installment credit outstanding
to personal income
69Industry Analysis
- Sensitivity to business cycles
- Factors affecting sensitivity of earnings to
business cycles - Sensitivity of sales of the firms product to the
business cycles - Operating leverage
- Financial leverage
- Industry life cycles
70Industry Analysis
- Industries are usually defined by a single
product - Thus, all companies within an industry usually
profit or lose in tandem - Therefore, it is worthwhile to examine an
industrys prospects before bothering to examine
specific firms within an industry
71Product Life Cycle
72Industry Life Cycles
- Stage Sales Growth
- Start-up Rapid Increasing
- Consolidation Stable
- Maturity Slowing
- Relative Decline Minimal or Negative
73Product Life Cycle
- Industrys life cycle determined by type of
product - Example Musical groups vs. Coca-Cola
- Coca-Cola has been in product maturation stage
for over 100 years - Life cycle model is important to many security
analysts - Must determine stage the industry, product or
firm is in
74Financial Analysis of an Industry
- Many different sources compile industry data
useful to investors - Standard Poors Corporation
- Moodys Investors Services
- Trade associations
- Government
- Standard Poors provides stock price indexes on
numerous U.S. industries and also offers balance
sheets, income statements, and financial ratios
for - 87 Industrial
- 13 Technology
- 4 Transportation
- 2 Utility
- 10 Financial
75Background
- Global market
- US Market is 40 - 45 of all markets
- Improved access technology
- New instruments
- Emphasis for our investigation
- Risk assessment
- Diversification
76Issues
- What are the risks involved in investment in
foreign securities? - How do you measure benchmark returns on foreign
investments? - Are there benefits to diversification in foreign
securities?
77Diversification Benefits
- Evidence shows international diversification is
beneficial - Possible to expand the efficient frontier above
domestic only frontier - Possible to reduce the systematic risk level
below the domestic only level
78Efficient Frontier with International
Diversification
79Systematic Risk Level with International
Diversification
80Risks in International Investing
- Political Risks
- Expropriation of assets
- Restrictions on foreign exchange
- Political instability
81Risks in International Investing
- Foreign Exchange Risk
- Variation in return related to changes in the
relative value of the domestic and foreign
currency - Total return investment return return on
foreign exchange - Not possible to completely hedge a foreign
investment
82Returns with FX
- Return in US is a function of two factors
- 1. Return in the foreign market
- 2. Return on the foreign exchange
83Returns with FX
- (1 rUS) (1 rFM) (1 rFX)
- rUS return on the foreign investment in US
Dollars - rFM return on the foreign market in local
currency - rFX return on the foreign exchange
84Return Example Dollar Appreciates
- Initial Investment 100,000
- Initial Exchange 2.00/ Pound Sterling
- Final Exchange2.10/ Pound Sterling
- Return in British Security 10
- Return in US Dollars
- (1 rUS) (1.10) (1.05) (1.155)
- rUS 15.5
85Return Example Dollar Depreciates
- Initial Investment 100,000
- Initial Exchange 2/ Pound Sterling
- Final Exchange 1.85/ Pound Sterling
- Return in British Security 10
- Return in US Dollars
- (1 rUS) (1.10) (.9250) (1.0175)
- rUS 1.75
86International Risk
- Why invest internationally?
- World growth life cycle
- Importance of country risk
- Understanding diversification
- Should all countries be investment targets?
87International RiskInternational Investment
Rationale
- Standard reasons
- Performance (but non-U.S. hasnt done well)
- Diversification (misunderstood)
88International Risk International Investment
Rationale
- When U.S. down, other markets likely down
- Hence, correlation higher (less beneficial) when
U.S. market is down - Critical to distinguish long-run and short-run
89International Risk/Harvey International
Investment Rationale
10 Worst Months - U.S. Equity Returns From
January 1985-
Return
Oct 87 Aug 98 Aug 90 Sept 86 Nov 87
Jan 90 Aug 97 Jul 86 Sept 90 Jun 91
90International Risk International Investment
Rationale
1990 has 3 of 10 worst months
Return
Performance in full year of 1990
91International RiskUnderstanding Growth
- Emerging economies-gt high growth prospects
- Emerging economies much like start-up companies
- Do not want to exclude these opportunities
92International Risk Understanding Growth
Real GDP growth
93International Risk Country Risk
Political risk. International Country Risk Guide
94International Risk Country Risk
Financial risk. International Country Risk Guide
95International Risk Country Risk
Ratings predict inflation
96International Risk Country Risk
Ratings correlated with wealth
97International Risk Country Risk
Fit is as good as it gets - lower rating (higher
risk) commands higher expected returns. Even in
among US firms, our best model gets about 30
explanatory power.
98International Risk Understanding Diversification
- Diversification much misunderstood
- Diversification really means protection when the
U.S. economy is bad - But that is not how it is measured
- Correlation tells us average movement of these
markets in both good and bad times
99International Risk Understanding Diversification
Correlations of World Returns and Developed
Markets
100International Risk Understanding Diversification
Correlations of World Equity Returns and Emerging
Markets
101International Risk Should All Countries Be
Investment Targets?
- Should you invest in all countries?
- No
- Given the risk of some countries, it is unlikely
they can meet their target returns - May be excessively costly to transact
- Human rights issue of investing in certain
countries - May give up some return performance in the
long-run by following this strategy and add
tracking error
102International Risk Should All Countries Be
Investment Targets?
- Selection criteria
- Economic
- Tactical criteria
103International Risk/Harvey Should All Countries
Be Investment Targets?
- Selection criteria
- Political
- Catastrophe risk
- Rule of law, for example, insider trading
regulations (foreign portfolio investors at
distinct disadvantage) - Human rights factors
104International Risk/Harvey Should All Countries
Be Investment Targets?
- Selection criteria
- Financial
- Liberalization of capital markets
- Credibility of liberalizations
- Reliability of institutions
105International Risk Should All Countries Be
Investment Targets?
CalPERS Limited Exposure Countries
ITInsider Trading
Source Bhattacharya Daouk (1999)
106International Risk Should All Countries Be
Investment Targets?
CalPERS Prohibited Countries
ITInsider Trading
Source Bhattacharya Daouk (1999)
107Chapter 18
108Common Stock
- Stockholders are owners of the firm.
- Stockholders are residual claimants.
- Stockholders have the right to
- vote at company meetings
- dividends and other distributions
- sell their shares
- Stockholders benefit in two ways
- dividends
- capital gains
- Stock is issued by public corporations to finance
investments. - Stock is initially issued in the primary market
(IPOs and secondary offerings). - Stock is traded in the secondary market on
organized exchanges.
109Fundamental Stock Analysis Models of Equity
Valuation
- Basic Types of Models
- Balance Sheet Models
- Dividend Discount Models
- Price/Earning Ratios
- Estimating Growth Rates and Opportunities
110Intrinsic Value and Market Price
- Intrinsic Value
- Self assigned Value
- Variety of models are used for estimation
- Market Price
- Consensus value of all potential traders
- Trading Signal
- IV gt MP Buy
- IV lt MP Sell or Short Sell
- IV MP Hold or Fairly Priced
111Dividend Discount ModelsGeneral Model
- V0 Value of Stock
- Dt Dividend
- k required return
112No Growth Model
- Stocks that have earnings and dividends that are
expected to remain constant - Preferred Stock
113No Growth Model Example
- E1 D1 5.00
- k .15
- V0 5.00 / .15 33.33
114The Constant Growth Formula
- Assumption Dividends grow at a constant rate g
for ever - Then
- Issues
- constant growth
- g lt re.
- Is this a real or a nominal calculation?
115Constant Growth Model
- g constant perpetual growth rate
- Limitations of the model
- Applied only to companies that pay dividends
- Applied only to companies whose dividends are
expected to grow at a constant rate forever - g lt re.
- Is this a real or a nominal calculation?
116At what rate and for how long can a firms
dividends grow?
- A firms dividends cannot grow at a rate higher
than the nominal rate of growth of the economy
forever - In applying the model, the constant growth rate
must be constrained to be less than or equal to
the economys nominal growth rate - Recall Nominal growth rate real growth rate
inflation rate
117- In the case of the US economy, the nominal growth
rate in the 1990s was 5 - Slovenia, Croatia?
- Use a maximum rate of 5-6 in your calculations
- What if we forecast a companys dividends to grow
at a rate higher than 5-6 for, lets say, the
next five years?
118In this case, the companys stock value is the
sum of two components
- PV of expected dividends (based on our forecasts)
during the high dividend growth period - PV of Terminal price
- Terminal price present value of all future
dividends beyond the high dividend growth period
119How do we derive the terminal price?
- Suppose we have a forecast of a firms dividends
for the next 6 years (the high dividend growth
period) and that the forecasted dividend per
share for the sixth year is 3 - We may then assume that after the sixth year the
firms dividends will be growing at a constant
growth rate of 3 per year - Our assumption about this rate could be based on
- The companys average dividend growth rate over
the past few years - Information about the companys future dividend
policy - OR USE EXIT MULTIPLES
120Constant Growth Model Example
- E1 5.00 b 40 k 15
- (1-b) 60 D1 3.00 g 8
- V0 3.00 / (.15 - .08) 42.86
121Estimating Dividend Growth Rates
- g growth rate in dividends
- ROE Return on Equity for the firm
- b plowback or retention percentage rate
- (1- dividend payout percentage rate)
122Specified Holding Period Model
- PN the expected sales price for the stock at
time N - N the specified number of years the stock is
expected to be held
123Partitioning Value Growth and No Growth
Components
- PVGO Present Value of Growth Opportunities
- E1 Earnings Per Share for period 1
124Partitioning Value Example
- ROE 20 d 60 b 40
- E1 5.00 D1 3.00 k 15
- g .20 x .40 .08 or 8
125Partitioning Value Example
Vo value with growth NGVo no growth component
value PVGO Present Value of Growth Opportunities
126Price Earnings Ratios
- P/E Ratios are a function of two factors
- Required Rates of Return (k)
- Expected growth in Dividends
- Uses
- Relative valuation
- Extensive Use in industry
127P/E Ratio No Expected Growth
- E1 - expected earnings for next year
- E1 is equal to D1 under no growth
- k - required rate of return
128P/E Ratio with Constant Growth
- b retention ratio
- ROE Return on Equity
129Numerical Example No Growth
- E0 2.50 g 0 k 12.5
- P0 D/k 2.50/.125 20.00
- PE 1/k 1/.125 8
130Numerical Example with Growth
- b 60 ROE 15 (1-b) 40
- E1 2.50 (1 (.6)(.15)) 2.73
- D1 2.73 (1-.6) 1.09
- k 12.5 g 9
- P0 1.09/(.125-.09) 31.14
- PE 31.14/2.73 11.4
- PE (1 - .60) / (.125 - .09) 11.4
131Pitfalls in P/E Analysis
- Use of accounting earnings
- Historical costs
- May not reflect economic earnings
- Reported earnings fluctuate around the business
cycle
132Price/Book Value Ratio
- Book value per share
- (Total Assets Total Liabilities )? of
outstanding common stock shares - Determined by economic events and accounting
conventions - Compared to market value
- Determined by markets assessment of earning
power - Some argue that if market price of stock lt
(significantly gt) book value, stock is
underpriced (over-priced) - Can be measured by using Price/Book Value ratio
133Price/Book Value Ratio
- Price/Book Value (PBV) ratio
- Market price per share ? Book value per share
- In 1990 Fama and French, Pontiff and Schall, etc.
suggested that PBV ratio has explanatory power
over stock prices and returns - Fama and French grouped assets into portfolios
- Kim argues that using individual assets rather
than portfolios offers several advantages - Additional work has cast doubt on use of PBV ratio
134Analysis of PBV Ratio
- But given that Div1 can be calculated as
- Payout ratio x EPS0 x (1g)
- The DDM can be rewritten as
135Analysis of PBV Ratio
- Since EPS0 ROE x Book value per share, this can
be rewritten as
- The PBV ratio can be obtained by dividing both
sides by BV0
- If everything else remains the same, the higher
ROE, the higher PBV
136Over- and Under-Priced Stocks
- This explains why firms with high (low) ROEs have
stock prices in excess of (below) book values - Consider the following
- If a firm has high PBV ratio coupled with low ROE
- May be overpriced
- Remembermarket places more emphasis on expected
earnings than historical earnings (EPS0)
137Tobins Q Ratio
- Tobin offers a ratio similar to the PBV ratio
- Tobins Q Market value of firms assets ?
Replacement value of firms assets in place - Useful in a highly inflationary environment
- Useful when technological advances have decreased
cost of replacing existing assets
138Price-Cash Flow Ratio
- Cash flows can also be used in this approach, and
are often considered less susceptible to
manipulation by management. - The steps are similar to using the P/E ratio
- V CF1x(P/CF)
139Price-Sales Ratio
- Finally, sales can be used in relation to stock
price. - Some drawbacks, in that sales do not necessarily
produce profit and positive cash flows - Advantage is that sales are also less susceptible
to manipulation - The steps are similar to using the P/E ratio
- V S1x(P/S)
140Valuing Common Stock as a Call Option
- If a firms total liabilities gt total assets,
creditors receive assets as partial payment - Stockholders get nothing
- Can be equated to a call option model
- Creditors own the company and sell a call option
on firms assets to stockholders - Exercise price equals par value of firms debt
- If stockholders exercise option, they call in
total assets but must pay all companys
liabilities to keep assets - If assets lt liabilities, option expires worthless
- Shareholders forfeit all claim on bankrupt firm
to creditors
141Conflicts of Interest
- Conflicts of interest exist between stockholders
and bondholders - Protective provisions of bond indenture
- Generally state that bonds coupon interest
payments will be made on scheduled dates - If scheduled payment is missed, bondholders can
force firm into bankruptcy - Bondholders are essentially exercising an option
to call in assets before principal payment is due - Bondholders gain control over corporation
- Offers evidence that shareholders have an
American call option (not a European one)
142Option Pricing Theory
- Option theory can also be used to gain insight on
- Pure speculations
- Firms near bankruptcy
- Firms currently being reorganized
- Leveraged buy-outs
- Management buy-outs
- Merged firms
- Emerging new firms
- Patents
- New technologies