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An Introduction to Asset Pricing Models

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1 An Introduction to Asset Pricing Models
Chapter 7 An Introduction to Asset Pricing Models

2 Recall: The Portfolio Management Process
Exhibit 2.2 Policy statement (road map)- Focus: Investor’s short-term and long-term needs, familiarity with capital market history, and expectations 2. Examine current and projected financial, economic, political, and social conditions - Focus: Short-term and intermediate-term expected conditions to use in constructing a specific portfolio 3. Implement the plan by constructing the portfolio - Focus: Meet the investor’s needs at the minimum risk levels 4. Feedback loop: Monitor and update investor needs, environmental conditions, portfolio performance

3 A. Capital Market Theory: assumptions
Background for Capital Market Theory A. Capital Market Theory: assumptions 1. All investors are Markowitz efficient investors who want to target points on the efficient frontier. The exact location on the efficient frontier and the specific portfolio selected will depend on the individual investor’s utility function.

4 2. Investors can borrow or lend any amount of money at the risk-free rate of return (RFR).
It is always possible to lend money at the nominal risk-free rate by buying risk-free securities. It is not always possible to borrow at this risk-free rate, but later we will see that a higher borrowing rate does not change the general results.

5 3. All investors have homogeneous expectations; that is, they estimate identical probability distributions for future rates of return.

6 4. All investors have the same one-period time horizon such as one-month, six months, or one year.
A difference in the time horizon would require investors to derive risk measures and risk-free assets that are consistent with their time horizons.

7 5. All investments are infinitely divisible, which means that it is possible to buy or sell fractional shares of any asset or portfolio.

8 6. There are no taxes or transaction costs involved in buying or selling assets.
This is a reasonable assumption in many instances. Neither pension funds nor religious groups have to pay taxes, and the transaction costs for most financial institutions are less than 1 percent on most financial instruments.

9 7. There is no inflation or any change in interest rates, or inflation is fully anticipated.

10 8. Capital markets are in equilibrium.
This means that we begin with all investments properly priced in line with their risk levels.

11 Background for Capital Market Theory B. Risk-Free Asset
An asset with zero standard deviation Zero correlation with all other risky assets Provides the risk-free rate of return (RFR) Will lie on the vertical axis of a return-risk graph

12 Recall: Covariance between asset returns

13 Because the returns for the risk free asset (suppose “i”=“RF”) are certain
Thus Ri = E(Ri), and Ri - E(Ri) = 0 Consequently, the covariance of the risk-free asset with any risky asset or portfolio will always equal zero.

14 Combining a risk-free asset with a risky portfolio
Expected return computation: w: weight

15 The expected variance for a two-asset portfolio is
Risk computation: The expected variance for a two-asset portfolio is When asset 1 is a risk-free asset:

16 Given the variance formula
the standard deviation is

17 Portfolio Possibilities Combining the Risk-Free Asset and Risky Portfolios
Exhibit 7.1 RFR M C A B D

18 Risk-Return Possibilities with Leverage
To attain a higher expected return than is available at point M: Either invest along the efficient frontier beyond point M, such as point D. Or, add leverage to the portfolio by borrowing money at the risk-free rate and investing in the risky portfolio at point M.

19 Exhibit 7.1 D M C B A RFR

20 Exhibit 7.2 RFR M CML Borrowing Lending

21 The Market Portfolio Portfolio M
lies at the point of tangency has the highest portfolio possibility line Everybody will want to invest in Portfolio M, then borrow or lend at risk-free rate. (The combination will lie on CML.) M must include all risky assets

22 The Market Portfolio Because it contains all risky assets, it is a completely diversified portfolio. All the unique risk of individual assets (unsystematic risk) is diversified away.

23 Systematic Risk Only systematic risk remains in the market portfolio.
Systematic risk is the variability in all risky assets caused by macroeconomic variables. Systematic risk can be measured by the standard deviation of returns of the market portfolio.

24 Number of Stocks in the Portfolio
Exhibit 7.3 Standard Deviation of Return Number of Stocks in the Portfolio Systematic Risk Total Risk Unsystematic (diversifiable) Risk Standard Deviation of the Market Portfolio (systematic risk)

25 The CML and the Separation Theorem
The CML leads all investors to invest in the M portfolio. Individual investors should differ in position on the CML depending on risk preferences.

26 How an investor gets to a point on the CML is based on financing decisions.
Risk lovers might borrow funds at the RFR and invest everything in the market portfolio. Risk averse investors will lend part of the portfolio at the risk-free rate and invest the remainder in the market portfolio.

27 Optimal Portfolio Choices on the CML
Exhibit 7.4

28 A Risk Measure for the CML
Covariance with the M portfolio is the systematic risk of an asset. Because all individual risky assets are part of the M portfolio, an asset return in relation to the M return can be shown as: where: Rit = return for asset i during period t ai = constant term for asset i bi = slope coefficient for asset i RMt = return for the M portfolio during period t ε= random error term

29 Variance of Returns for a Risky Asset

30 The Security Market Line (SML)
The relevant risk measure for an individual risky asset is its covariance with the market portfolio (Covi,m) The return for the market portfolio should be consistent with its own risk:

31 Graph of Security Market Line (SML)
Exhibit 7.5 RFR SML Market Portfolio

32 The Security Market Line (SML)
The equation for the risk-return line is

33 Graph of SML with Normalized Systematic Risk
Exhibit 7.6 SML RFR Negative Beta

34 Determining the Expected Rate of Return for a Risky Asset
Assume: RFR = 6% (0.06) RM = 12% (0.12) Implied market risk premium = 6% (0.06) E(RA) = ( ) = = 10.2% E(RB) = ( ) = = 12.0% E(RC) = ( ) = = 12.9% E(RD) = ( ) = = 14.4% E(RE) = ( ) = = 4.2%

35 Determining the Expected Rate of Return for a Risky Asset
In equilibrium, all assets and all portfolios of assets should plot on the SML. Any security with an estimated return that plots above the SML is underpriced. Any security with an estimated return that plots below the SML is overpriced.

36 Price, Dividend, and Rate of Return Estimates
Exhibit 7.7

37 Comparison of Required Rate of Return to Estimated Rate of Return
Exhibit 7.8

38 Plot of Estimated Returns on SML Graph
Exhibit 7.9 SML Rm A B C D E

39 Calculating Systematic Risk: The Characteristic Line
where: Ri,t = the rate of return for asset i during period t RM,t = the rate of return for the market portfolio M during t

40 Scatter Plot of Rates of Return
Ri The characteristic line is the regression line of the best fit through a scatter plot of rates of return. Exhibit 7.10 RM

41 The Effect of the Market Proxy
The market portfolio of all risky assets must be represented in computing an asset’s characteristic line. Standard & Poor’s 500 Composite Index is most often used.

42 Investment Alternatives When the Cost of Borrowing is Higher than the Cost of Lending
Exhibit 7.14

43 SML with a Zero-Beta Portfolio
Exhibit 7.15

44 SML with Transaction Costs
Exhibit 7.16

45 Effects of Taxes Ri(AT): after-tax return Pe: ending price
Pb: beginning price Tcg: capital gain tax Div: dividend Ti: income tax

46 Empirical Tests of the CAPM
Stability of Beta: betas for individual stocks are not stable, but portfolio betas are reasonably stable. Further, the larger the portfolio of stocks and longer the period, the more stable the beta of the portfolio.

47 Relationship Between Systematic Risk and Return
Effect of Skewness investors prefer stocks with high positive skewness that provide an opportunity for very large returns Effect of size, P/E, and leverage size, and P/E have an inverse impact on returns after considering the CAPM.

48 Effect of Book-to-Market Value
Negative relationship between size and average return Positive relation between B/M and return

49 Differential Performance Based on an Error in Estimating Systematic Risk
Exhibit 7.19 βT: true beta

50 Differential SML Based on Measured Risk-Free Asset and Proxy Market Portfolio
Exhibit 7.20

51 Differential SML Using Market Proxy That is Mean-Variance Efficient
Exhibit 7.21

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