Tuesday, June 7, 2011

Market model

This relationship is sometimes called the single-index model. The market model says that the return on a security depends on the return on the market portfolio and the extent of the security's responsiveness as measured, by beta. In addition, the return will also depend on conditions that are unique to the firm. Graphically, the market model can be depicted as a line fitted to a plot of asset returns against returns on the market portfolio.

 Mathematically it is expressed as:
where:
rit is return to stock i in period t

rf is the risk free rate (i.e. the interest rate on treasury bills)

rmt is the return to the market portfolio in period t

αi is the stock's alpha, or abnormal return

βi is the stocks's beta, or responsiveness to the market return

Note that ritrf is called the excess return on the stock, rmtrf the excess return on the market

εit is the residual (random) return, which is assumed normally distributed with mean zero and standard deviation σi

These equations show that the stock return is influenced by the market (beta), has a firm specific expected value (alpha) and firm-specific unexpected component (residual). Each stock's performance is in relation to the performance of a market index.

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