CAPM and the Characteristic Line
The Characteristic Line Total risk of any asset can be assessed by measuring variability of its returns Total risk can be divided into two parts— diversifiable risk (unsystematic risk) and non- diversifiable risk (systematic risk) The characteristic line is used to measure statistically the undiversifiable risk and diversifiable risk of individual assets and portfolios
Characteristic line for the ith asset is: r i,t = a i + b i r m,t + e i,t OR r i,t = b i r m,t + a i + e i,t Take Variance of both sides of Equation VAR (r i,t ) = VAR(b i r m,t ) +VAR(a i ) + VAR(e i,t ) VAR(b i r m,t ) = VAR (r i,t ) - VAR(e i,t ) OR VAR(e i,t ) = VAR(r i,t ) - VAR(b i r m,t )
Beta Coefficients An index of risk Measures the volatility of a stock (or portfolio) relative to the market
Beta Coefficients Combine The variability of the asset’s return The variability of the market return The correlation between –the stock's return and –the market return
Beta Coefficients Beta coefficients are the slope of the regression line relating –the return on the market (the independent variable) to –the return on the stock (the dependent variable)
Beta Coefficients
Interpretation of the Numerical Value of Beta Beta = 1.0 Stock's return has same volatility as the market return Beta > 1.0 Stock's return is more volatile than the market return
Interpretation of the Numerical Value of Beta
Beta < 1.0 Stock's return is less volatile than the market return
Interpretation of the Numerical Value of Beta
High Beta Stocks More systematic market risk May be appropriate for high-risk tolerant (aggressive) investors
Low Beta Stocks Less systematic market risk May be appropriate for low-risk tolerant (defensive) investors
Individual Stock Betas May change over time Tendency to move toward 1.0, the market beta
Portfolio Betas Weighted average of the individual asset's betas May be more stable than individual stock betas
How Characteristic Line leads to CAPM? The characteristic regression line of an asset explains the asset’s systematic variability of returns in terms of market forces that affect all assets simultaneously The portion of total risk not explained by characteristic line is called unsystematic risk
Assets with high degrees systematic risk must be priced to yield high returns in order to induce investors to accept high degrees of risk that are undivesifiable in the market CAPM illustrates positive relationship between systematic risk and return on an asset
Capital Asset Pricing Model (CAPM) For a very well-diversified portfolio, beta is the correct measure of a security’s risk. All investments and portfolios of investments must lie along a straight-line in the return-beta space Required return on any asset is a linear function of the systematic risk of that asset E(r i ) = r f + [E(r m ) – r f ] i
The Capital Asset Pricing Model (CAPM) The CAPM has –A macro component explains risk and return in a portfolio context –A micro component explains individual stock returns –The micro component is also used to value stocks
Beta Coefficients and The Security Market Line The return on a stock depends on –the risk free rate (r f ) –the return on the market (r m ) –the stock's beta –the return on a stock: k= r f + (r m - r f )beta
Beta Coefficients and The Security Market Line The figure relating systematic risk (beta) and the return on a stock
Beta Coefficients and The Security Market Line
CAPM can be used to price any asset provided we know the systematic risk of that asset In equilibrium, every asset must be priced so that its risk-adjusted required rate of return falls exactly on the straight line If an investment were to lie above or below that straight line, then an opportunity for riskless arbitrage would exist.
Examples of CAPM StocksExpected ReturnBeta A16%1.2 B19%1.3 C13%0.75 E(rm) = 18%rf = 14% Which of these stocks is correctly priced?
Example of CAPM Given the following security market line E(r i ) = I What must be the returns for two stocks assuming their betas are 1.2 and 0.9?