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Chapter 8 Index Models and the Arbitrage Pricing Theory.

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Presentation on theme: "Chapter 8 Index Models and the Arbitrage Pricing Theory."— Presentation transcript:

1 Chapter 8 Index Models and the Arbitrage Pricing Theory

2 Chapter Summary Objective: To discuss the nature and illustrate the use of arbitrage. To introduce the index model and the APT. The Single Index Model The Arbitrage Pricing Theory

3 The Single Index Model Advantages:
Reduces the number of inputs for diversification Easier for security analysts to specialize Drawback: the simple dichotomy rules out important risk sources (such as industry events)

4 Single Factor Model ßi = index of a security’s particular return to the factor F= some macro factor; in this case F is unanticipated movement; F is commonly related to security returns Assumption: a broad market index like the S&P500 is the common factor

5 Single Index Model ai = stock’s expected return if market’s excess return is zero bi(rM-ri) = the component of return due to market movements ei = the component of return due to unexpected firm-specific events

6 Risk Premium Format Let: Ri = (ri - rf) Risk premium format
Rm = (rm - rf) Risk premium format Ri = i + ßiRm + ei

7 Components of Risk Market or systematic risk: risk related to the macro economic factor or market index Unsystematic or firm specific risk: risk not related to the macro factor or market index Total risk = Systematic + Unsystematic

8 Measuring Components of Risk
i2 = total variance i2 m2 = systematic variance 2(ei) = unsystematic variance

9 Examining Percentage of Variance
Total Risk = Systematic +Unsystematic

10 Security Characteristic Line
Excess Returns (i) SCL . Excess returns on market index Ri =  i + ßiRm + ei

11 Using the Text Example from Table 8-1
Excess X Returns Excess Mkt Returns January 5.41 7.24 February 3.44 0.93 . December 2.43 3.90 Mean -0.60 1.75 Std Deviation 4.97 3.32

12 Regression Results a b Estimated coefficient -2.590 1.1357
Std error of estimate (1.547) (0.309) Variance of residuals = Std dev of residuals = 3.550 R-SQR = 0.575

13 Index Model and Diversification

14 Risk Reduction with Diversification
Number of Securities St. Deviation Market Risk Unique Risk s2(eP)=s2(e) / n bP2sM2

15 Industry Prediction of Beta
BMO Nesbitt Burns and Merrill Lynch examples BMO NB uses returns not risk premiums a has a different interpretation: a + rf (1-b) Merill Lynch’s ‘adjusted b’ Forecasting beta as a function of past beta Forecasting beta as a function of firm size, growth, leverage etc.

16 Multifactor Models Use factors in addition to market return
Examples include industrial production, expected inflation etc. Estimate a beta for each factor using multiple regression Chen, Roll and Ross Returns a function of several macroeconomic and bond market variables instead of market returns Fama and French Returns a function of size and book-to-market value as well as market returns

17 Summary Reminder Objective: To discuss the nature and illustrate the use of arbitrage. To introduce the index model and the APT. The Single Index Model The Arbitrage Pricing Theory

18 Arbitrage Pricing Theory
Arbitrage - arises if an investor can construct a zero investment portfolio with a sure profit Since no investment is required, an investor can create large positions to secure large levels of profit In efficient markets, profitable arbitrage opportunities will quickly disappear

19 Arbitrage Example (pp. 293-295)
Stock Current Price ($) Expected Return (%) Standard Deviation (%) A 10 25.0 29.58 B 20.0 33.91 C 32.5 48.15 D 22.5 8.58

20 Arbitrage Portfolio Mean Standard Deviation Correlation Portfolio
of A, B & C 25.83 6.40 0.94 D stock 22.25 8.58

21 Arbitrage Action and Returns
E(r) s P D 25.83 22.25 6.40 8.58 Action: Short 3 shares of D and buy 1 of A, B & C to form portfolio P Returns: You earn a higher rate on the investment than you pay on the short sale

22 APT & Well-Diversified Portfolios
F is some macroeconomic factor For a well-diversified portfolio eP approaches zero The result is similar to CAPM

23 Portfolio & Individual Security Comparison
E(r)(%) Portfolio F E(r)(%) Individual Security

24 Disequilibrium Example
E(r)% Beta for F 10 7 6 Risk Free = 4 A D C .5 1.0

25 Disequilibrium Example
Short Portfolio C Use funds to construct an equivalent risk higher return Portfolio D D is comprised of A & Risk-Free Asset Arbitrage profit of 1%

26 APT with Market Index Portfolio M Beta (Market Index) Risk Free 1.0
[E(rM) - rf] Market Risk Premium E(r)

27 APT and CAPM Compared APT applies to well diversified portfolios and not necessarily to individual stocks With APT it is possible for some individual stocks to be mispriced - not lie on the SML APT is more general in that it gets to an expected return and beta relationship without the assumption of the market portfolio APT can be extended to multifactor models

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