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 rit − rf is called the excess return on the stock, rmt − rf 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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