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Managing Portfolios: Theory
Chapter 3 Managing Portfolios: Theory
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Overview World of two risky assets Indifference curves
Determine the efficient frontier Indifference curves Critical to determine which portfolio should be held World of three risky assets World of N-risky assets World of N-risky assets + a risk-free asset Multifactor index models
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Parameters for a Two-Security Portfolio
Where Wi = portfolio weight of asset i Wj = portfolio weight of asset j Wi + Wj = 1
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Variances & Covariance
= variance of the rate of return on asset i = variance of the rate of return on asset j = covariance of the rate of return on asset i with the rate of return on asset j 4
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Correlation Coefficient
Measure of co-movement tendency of two variables, such as returns on two securities 5
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Examples of Correlation Coefficients
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Three Special Cases Correlation coefficient = +1
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Correlation Coefficient = +1
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Correlation Coefficient = -1
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Correlation Coefficient = -1
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Correlation Coefficient = 0
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Portfolio Risk: The Two-Asset Case
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Efficient Frontier Set of risk - expected return Tradeoffs
Each Offers Highest Expected Return for a Given Risk and Least Risk for a Given Expected Return
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Portfolio Standard Deviation: The General Case with Two Assets
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Indifference Curves Investor indifferent between any two portfolios on the same indifference curve Investor prefers ANY portfolio on higher indifference curve to one on lower one In theory, each investor could have a unique set of indifference curves Cannot be scientifically measured, but critical to all investment decision making
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Indifference Curves
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Indiff. Curves: Four Examples
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Optimal Portfolio to Hold When Correlation Coefficient = –1
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Why Low Correlation Coefficients Are Desirable
NOT because they produce portfolios with least risk (or potentially no risk) Because they allow an investor to achieve highest possible indifference curve
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Three-Asset Portfolios: Looking Only at Combinations of Two Securities
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Three-Asset Portfolios: Looking Only at Pairs of Pairs
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N-Asset Portfolio E(Rp) = W1[E(R1)] + W2[E(R2)] + … + Wn[E(Rn)]
(continued)
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N-Asset Portfolio (continued)
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Optimal Portfolio to Hold: Risk Averse Investor
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Optimal Portfolio to Hold: Aggressive Investor
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Adding the Risk-free Rate
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Market Portfolio Hypothetical portfolio representing each investment asset in the world in proportion to its relative weight in the universe of investment assets
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Separation Theorem Return to any efficient portfolio and its risk can be completely described by appropriate weighted average of two assets the risk-free asset the market portfolio Two separate decisions What risky investments to include in the market portfolio How one should divide one’s money between the market portfolio and risk-free asset
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Capital Market Line: Better Efficient Frontier
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Capital Asset Pricing Model
Theoretical relationship that explains returns as function of risk-free rate, market risk premium, and beta
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Beta Parameter that relates stock or portfolio performance to market performance Example: with x percent change in market, stock or portfolio will tend to change by x percent times its beta
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Implications of Beta Value
Beta < 0 => opposite of the market Beta = 0 => independent of the market 0 < Beta < 1 => same as market, but less volatile Beta = 1 => identical to the market Beta > 1 => same as market, but more volatile
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Portfolio Beta
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Market Model Where Ri = return to asset i
Rm = return to the market in the same period alpha = y-intercept value beta = slope of the line eta = random error term
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Market Risk vs. Nonmarket Risk
i2 = (beta2 x M2 ) + eta2 Total risk = market risk + nonmarket risk
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Nonmarket Risk Not related to general market movements Diversifiable
Total risk of investment may be decomposed into that associated with market and that which is not Nonsystematic risk
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Coefficient of Determination
Statistic that measures how much of variance of particular time series or sample of dependent variable is explained by movement of the independent variable(s) in a regression analysis Measure of diversification with respect to portfolios
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Multifactor Asset Pricing Model
Model of stock pricing Relies on arbitrage pricing multifactor model rather than the capital asset pricing model
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Arbitrage Pricing Model
Model used to explain stock pricing and expected return Introduces more than one factor in place of (or in addition to) the capital asset pricing model’s market index
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Does MPT Matter? Uniform Principal and Income Act
Prudent man has evolved to prudent investor A model is better than no model Departure point for how we think about what is happening in security markets
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