chp 11 Flashcards
define portfolio weights
the fraction of the total investment in a portfolio held in each individual investment in the portfolio
xi = value of investment i/ total value of portfolio
portfolio weights add up to 1
what’s the expected return of a portfolio
the weighted average of the expected returns of the investments within it, using the portfolio weights
E[Rp] = E * [sum of xiRi] = sum of E[xiRi] = sum fo xi*E[Ri]
what happens when stocks are combined into a portfolio
combining stocks in a portfolio eliminates some of their risk through diversification. The amount of risk that will remain depends on the degree to which the stocks are exposed to common risks
phenomena of diverisification
First, by combining stocks into a portfolio, we reduce risk through diversification. Because the prices of the stocks do not move identically, some of the risk is averaged out in a portfolio. As a result, both portfolios have lower risk than the individual stocks. Second, the amount of risk that is eliminated in a portfolio depends on the degree to which the stocks face common risks and their prices move together. Because the two airline stocks tend to perform well or poorly at the same time, the portfolio of airline stocks has a volatility that is only slightly lower than that of the individual stocks. The airline and oil stocks, by contrast, do not move together; indeed, they tend to move in opposite directions. As a result, additional risk is cancelled out, making that portfolio much less risky. Again, this benefit of diversification is obtained without any reduction in the average return.
define Covariance
the expected product of the deviation of each return from its mean
cov between returns Ri and Rj
Cov(Ri, Rj) = E[(Ri])(Rj - E[Rj])]
estimate of the covariance from historical data:
Cov(Ri, Rj) = (1/(T-1))sum of (Ri, t - averageRi)(Rj, t = averageRj)
define correlation
the covariance of the returns divided by the standard deviation of each return; a measure of the common risk shared by stocks that doesn’t depend on their volatility
Corr(Ri, Rj) = Cov(Ri, Rj) / [SD(Ri)*SD(RJ)] = Var(Rs)/SD(Rs)^2 = 1?
why is it difficult to interpret the magnitude of covariance
While the sign of the covariance is easy to interpret, its magnitude is not. It will be larger if the stocks are more volatile (and so have larger deviations from their expected returns), and it will be larger the more closely the stocks move in relation to each other. In order to control for the volatility of each stock, and quantify the strength of the relationship between them, we can calculate the correlation between two stock return
what does it mean if the correlation is close to +1, 0, or -1
The closer the correlation is to , the more two stocks’ returns tend to move as a result of a common risk. When the correlation (and thus the covariance) equals 0, the returns are uncorrelated; that is, they have no tendency to move either together or in opposition to one another. Independent risks are uncorrelated. Finally, the closer the correlation is to , the more the two stocks’ returns tend to move in opposite directions.
what’s the formula of a two-stock portfolio with expected return
Rp = x1R1 + x2R2
what’s the variance of a two-stock porftolio
Var(Rp) = Cov(Rp, Rp)
= Cov(x1R1 + x2R2, x1R1 + x2R2)
= x1x1Cov(R1, R1) + x1x2cov(R1, R2) + x2x1Cov(R2, R1)
and with CovRi, Ri) = Vae(Ri)
Var(Rp) = x21Var(r1) + x22Var(r2) + 2x1x2Cov(R1, R2)
what’s volatility
square root fo variance
Sd(Rp) = square root (Var(Rp))
what does the variance of a portfolio equal to
equal to the weighted average covariance of each stock with the portfolio. This expression reveals that the risk of a portfolio depends on how each stock’s return moves in relation to it.
or equal to the sum of the covariances of the returns of all pairs of stocks in the portfolio multiplied by each of their portfolio weights.117 That is, the overall variability of the portfolio depends on the total co-movement of the stocks within it
define an equally weighted porfolio
a portfolio in which the same dollar amount is invested in each stock
what’s the variance of an equally weighted portfolio of n stocks formula
Var(Rp) = 1/n (average variance of the individual stocks) + (1- (1/n)) (average covariance between the stocks)
what’s the formula for portfolio with arbitrary weights - correlation and sd = ?
check textbook
define an inefficicient portfolio
describes a portfolio for which it’s possible to find another portfolio that has higher expected return and lower volatility
does correlation have an effect on expected return of a porfolio
no
what happens tot eh portfolio curve as correlation and volatility lowers?
will bend to teh let to a greater degree