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CHAPTER THREE:  Portfolio Theory, Fund Separation and CAPM
Markowitz Portfolio Selection There is no single portfolio that is best for everyone. ,[object Object],[object Object],[object Object],[object Object]
The Trade-Off Between Expected Return  and Risk Portfolio of two assets Markowitz’s contribution 1:   The measurement of return and risk Expected Return  Risk  Weight Asset 1 Asset 2 is   correlation coefficient :
Mini Case 1: Portfolio of the Riskless Asset and  a Single Risky Asset  Is the portfolio efficient  ? Suppose  , how to achieve a target expected return  ?
The Diversification Principle Mini Case 2: Portfolio of Two Risky Assets The Diversification Principle  —  The standard deviation of the combination is less than the combination of the standard deviations. Asset 1  Asset 2 Expected Return   0.14  0.08 Standard Deviation   0.20  0.15 Correlation Coefficient   0.6
Hyperbola Frontier of Two Risky Assets Combination Minimum Variance Portfolio The Optimal Combination of Two Risky Assets R 0 100% 8% 0.15 C 10% 90% 8.6% 0.1479 Minimum Variance Portfolio 17% 83% 9.02% 0.1474 D 50% 50% 11% 0.1569 Symbol Proportion in Asset 1 Proportion in Asset 2 Portfolio Expected Return Portfolio Standard Deviation S 100% 0 14% 0.20 .2000 C 0 .1569 .1500 .1479 .0860 .0902 .1100 .1400 S D R .0800
—  Diversification 0 Systematic Exposure Markowitz’s contribution 2:   Diversification. Suppose  , Then Let  , Let  ,
Mini Case 3: Portfolio of Many Risky Assets  ? Resolving the quadratic programming, get  the minimum variance frontier Expected return :  : Covariance :  :
Efficient Frontier of Risky Assets The Mean-Variance Frontier 0 Indifference Curve of Utility Optimal Portfolio of Risky Assets
Proposition! The variance of a diversified portfolio is irrelevant to the variance of individual assets. It is relevant to the covariance between them and equals the average of all the covariance.
[object Object]
Proposition! Only unsystematic risks can be diversified. Systematic risks cannot be diversified. They can be hedged and transferred only. Markowitz’s contribution 3:   Distinguishing systematic and unsystematic risks.
Proposition! There is systematic risk premium contained in the expected return. Unsystematic risk premium cannot be got through transaction in competitive markets.  Only systematic risk premium contained, no unsystematic risk premium contained. Both systematic and unsystematic volatilities contained
Two Fund Separation The portfolio frontier can be generated by any two distinct frontier portfolios. Theorem: Practice: If individuals prefer  frontier portfolios, they can simply hold a linear combination of two frontier portfolios or mutual funds. 0
Orthogonal Characterization of the Mean-Variance Frontier
Orthogonal Characterization of the Mean-Variance Frontier
P(x)=0 P(x)=1 R* 1 E=0 E=1 Re* Proposition: Every return r i   can be represented as   0
Efficient Frontier of Risky Assets The Portfolio Frontier: where is R*? 0 R* w 1 w 2 w 3
Some Properties of the Orthogonal Characterization
Capital Market Line (CML) CML CAL  — Capital Allocation Line 0 Indifference Curve 2 Indifference Curve 1 CAL 1 CAL 2 P   can be the linear combination of  M  and
Combination of  M  and  Risk-free Security —  The weight invested in   portfolio  M —  The weight invested in   risk-free security
Market Portfolio ,[object Object],[object Object],M   is a  market portfolio of risky assets ,[object Object],[object Object],! Security  Market Value  Composition Stock A  $66 billion  66% Stock B  $22 billion  22% Treasury  $12 billion  12% Total  $100 billion  100% Substitute: Market Index
Capital Asset Pricing Model (CAPM) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Derivation of CAPM The exposure of the market portfolio of risky assets is only related to the correlation between individual assets and the portfolio. ,[object Object],The weights If  (market portfolio),
0 1.0 SML Derivation of CAPM: Security Market Line E(r M ) -r F
Security Market Line (SML) ,[object Object],are additive
Understanding Risk in CAPM ,[object Object],where ,[object Object],[object Object],[object Object],[object Object]
1.0 SML The market becomes more aggressive The market becomes more conservative Risk neutral 0
Summary of Chapter Three ,[object Object],[object Object],[object Object],[object Object]

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Markowitz Portfolio Selection

  • 1. CHAPTER THREE: Portfolio Theory, Fund Separation and CAPM
  • 2.
  • 3. The Trade-Off Between Expected Return and Risk Portfolio of two assets Markowitz’s contribution 1: The measurement of return and risk Expected Return Risk Weight Asset 1 Asset 2 is correlation coefficient :
  • 4. Mini Case 1: Portfolio of the Riskless Asset and a Single Risky Asset Is the portfolio efficient ? Suppose , how to achieve a target expected return ?
  • 5. The Diversification Principle Mini Case 2: Portfolio of Two Risky Assets The Diversification Principle — The standard deviation of the combination is less than the combination of the standard deviations. Asset 1 Asset 2 Expected Return 0.14 0.08 Standard Deviation 0.20 0.15 Correlation Coefficient 0.6
  • 6. Hyperbola Frontier of Two Risky Assets Combination Minimum Variance Portfolio The Optimal Combination of Two Risky Assets R 0 100% 8% 0.15 C 10% 90% 8.6% 0.1479 Minimum Variance Portfolio 17% 83% 9.02% 0.1474 D 50% 50% 11% 0.1569 Symbol Proportion in Asset 1 Proportion in Asset 2 Portfolio Expected Return Portfolio Standard Deviation S 100% 0 14% 0.20 .2000 C 0 .1569 .1500 .1479 .0860 .0902 .1100 .1400 S D R .0800
  • 7. — Diversification 0 Systematic Exposure Markowitz’s contribution 2: Diversification. Suppose , Then Let , Let ,
  • 8. Mini Case 3: Portfolio of Many Risky Assets ? Resolving the quadratic programming, get the minimum variance frontier Expected return : : Covariance : :
  • 9. Efficient Frontier of Risky Assets The Mean-Variance Frontier 0 Indifference Curve of Utility Optimal Portfolio of Risky Assets
  • 10. Proposition! The variance of a diversified portfolio is irrelevant to the variance of individual assets. It is relevant to the covariance between them and equals the average of all the covariance.
  • 11.
  • 12. Proposition! Only unsystematic risks can be diversified. Systematic risks cannot be diversified. They can be hedged and transferred only. Markowitz’s contribution 3: Distinguishing systematic and unsystematic risks.
  • 13. Proposition! There is systematic risk premium contained in the expected return. Unsystematic risk premium cannot be got through transaction in competitive markets. Only systematic risk premium contained, no unsystematic risk premium contained. Both systematic and unsystematic volatilities contained
  • 14. Two Fund Separation The portfolio frontier can be generated by any two distinct frontier portfolios. Theorem: Practice: If individuals prefer frontier portfolios, they can simply hold a linear combination of two frontier portfolios or mutual funds. 0
  • 15. Orthogonal Characterization of the Mean-Variance Frontier
  • 16. Orthogonal Characterization of the Mean-Variance Frontier
  • 17. P(x)=0 P(x)=1 R* 1 E=0 E=1 Re* Proposition: Every return r i can be represented as 0
  • 18. Efficient Frontier of Risky Assets The Portfolio Frontier: where is R*? 0 R* w 1 w 2 w 3
  • 19. Some Properties of the Orthogonal Characterization
  • 20. Capital Market Line (CML) CML CAL — Capital Allocation Line 0 Indifference Curve 2 Indifference Curve 1 CAL 1 CAL 2 P can be the linear combination of M and
  • 21. Combination of M and Risk-free Security — The weight invested in portfolio M — The weight invested in risk-free security
  • 22.
  • 23.
  • 24.
  • 25. 0 1.0 SML Derivation of CAPM: Security Market Line E(r M ) -r F
  • 26.
  • 27.
  • 28. 1.0 SML The market becomes more aggressive The market becomes more conservative Risk neutral 0
  • 29.