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CHAPTER SEVEN. THE PORTFOLIO SELECTION PROBLEM. INTRODUCTION. THE BASIC PROBLEM: given uncertain outcomes, what risky securities should an investor own?. INTRODUCTION. THE BASIC PROBLEM: The Markowitz Approach assume an initial wealth a specific holding period (one period)
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CHAPTERSEVEN THE PORTFOLIO SELECTION PROBLEM
INTRODUCTION • THE BASIC PROBLEM: • given uncertain outcomes, what risky securities should an investor own?
INTRODUCTION • THE BASIC PROBLEM: • The Markowitz Approach • assume an initial wealth • a specific holding period (one period) • a terminal wealth • diversify
INTRODUCTION • Initial and Terminal Wealth • recall one period rate of return where rt = the one period rate of return wb = the beginning of period wealth we= the end of period wealth
INITIAL AND TERMINAL WEALTH • DETERMINING THE PORTFOLIO RATE OF RETURN • similar to calculating the return on a security • FORMULA
INITIAL AND TERMINAL WEALTH • DETERMINING THE PORTFOLIO RATE OF RETURN Formula: where w0 = the aggregate purchase price at time t=0 w1 = aggregate market value at time t=1
INITIAL AND TERMINAL WEALTH • OR USING INITIAL AND TERMINAL WEALTH where w0 =the initial wealth w1 =the terminal wealth
THE MARKOWITZ APPROACH • MARKOWITZ PORTFOLIO RETURN • portfolio return (rp) is a random variable
THE MARKOWITZ APPROACH • MARKOWITZ PORTFOLIO RETURN • defined by the first and second moments of the distribution • expected return • standard deviation
THE MARKOWITZ APPROACH • MARKOWITZ PORTFOLIO RETURN • First Assumption: • nonsatiation: investor always prefers a higher rate of portfolio return
THE MARKOWITZ APPROACH • MARKOWITZ PORTFOLIO RETURN • Second Assumption • assume a risk-averse investor will choose a portfolio with a smaller standard deviation • in other words, these investors when given a fair bet (odds 50:50) will not take the bet
THE MARKOWITZ APPROACH • MARKOWITZ PORTFOLIO RETURN • INVESTOR UTILITY • DEFINITION: is the relative satisfaction derived by the investor from the economic activity. • It depends upon individual tastes and preferences • It assumes rationality, i.e. people will seek to maximize their utility
THE MARKOWITZ APPROACH • MARGINAL UTILITY • each investor has a unique utility-of-wealth function • incremental or marginal utility differs by individual investor
THE MARKOWITZ APPROACH • MARGINAL UTILITY • Assumes • diminishing characteristic • nonsatiation • Concave utility-of-wealth function
THE MARKOWITZ APPROACH UTILITY OF WEALTH FUNCTION Utility Utility of Wealth Wealth
INDIFFERENCE CURVE ANALYSIS • INDIFFERENCE CURVE ANALYSIS • DEFINITION OF INDIFFERENCE CURVES: • a graphical representation of a set of various risk and expected return combinations that provide the same level of utility
INDIFFERENCE CURVE ANALYSIS • INDIFFERENCE CURVE ANALYSIS • Features of Indifference Curves: • no intersection by another curve • “further northwest” is more desirable giving greater utility • investors possess infinite numbers of indifference curves • the slope of the curve is the marginal rate of substitution which represents the nonsatiation and risk averse Markowitz assumptions
PORTFOLIO RETURN • CALCULATING PORTFOLIO RETURN • Expected returns • Markowitz Approach focuses on terminal wealth (W1), that is, the effect various portfolios have on W1 • measured by expected returns and standard deviation
PORTFOLIO RETURN • CALCULATING PORTFOLIO RETURN • Expected returns: • Method One: rP = w1 - w0/ w0
PORTFOLIO RETURN • Expected returns: • Method Two: where rP = the expected return of the portfolio Xi = the proportion of the portfolio’s initial value invested in security i ri = the expected return of security i N = the number of securities in the portfolio
PORTFOLIO RISK • CALCULATING PORTFOLIO RISK • Portfolio Risk: • DEFINITION: a measure that estimates the extent to which the actual outcome is likely to diverge from the expected outcome
PORTFOLIO RISK • CALCULATING PORTFOLIO RISK • Portfolio Risk: where sij= the covariance of returns between security i and security j
PORTFOLIO RISK • CALCULATING PORTFOLIO RISK • Portfolio Risk: • COVARIANCE • DEFINITION: a measure of the relationship between two random variables • possible values: • positive: variables move together • zero: no relationship • negative: variables move in opposite directions
PORTFOLIO RISK CORRELATION COEFFICIENT • rescales covariance to a range of +1 to -1 where