In: Statistics and Probability
An investor is faced with two risky asset portfolios (each of which is highly diversified within its asset class) – an equity fund and a bond fund.
The investor is aware that asset returns are not always normally distributed, but is nonetheless prepared to use the normal distribution as a tool for the estimation of approximate portfolio risks and expected returns.
The equity fund has a forecast expected return of +11% pa over the time horizon of 12 months, and the investor is more than 99.7% sure that the range of outcomes will lie between a worst case scenario of about -34%pa and a best case scenario of approximately+56%pa.
The bond fund has a forecast expected return over the time horizon of +4% pa, and an interval between worst and best case scenarios of -8%pa to +16%pa.
The covariance between the equity fund and the bond fund is believed to be approximately +6.
There is a perfectly competitive banking system, where interest rate margins for customers such as this investor have been driven down to zero. The current interest rate on 12 month deposits is 1%pa.
Expected Return of Equity fund= 11%
Expected Return of Bond = 4%Weight of both equity and bond fund
= 0.5Expected Return of Portfolio = (Weight of security 1 *
Expected Return of Security 1) + (Weight
of Security 2 * Expected Return of Security 2)
= (0.5*11)+(0.5*4)
= 7.5%
For 99.7 % surety , in Z table the value is 0.4985
= = 2.97
= (56-11)/=2.97
There fore standard deviation = 15.15%
If we assume surety in bonds also to be 99.7%,
Standard deviation of bond would be 4.04%
Covariance = 6
Covariance = (Standard deviation of security 1) * (Standard deviation of security 2) * Correlation
6 = 15.15 * 4.04 * correlation
Correlation = 0.098
Variance of portfolio =
= (0.5*15.15)2 + (0.5*4.04)2+2*0.5*15.15*0.5*4.04*0.098
= 64.46
standard deviation of portfolio = 8.03%
As we can see that with the increase in expected return the risk assumed is also higher as in equity portfolio . So if an investor needs to reduce risk then investment should be diverted into bond funds from equity funds.
Part 2:
Expected Return of Portfolio with equal weight in bank deposits and risky asset portfolio
= (0.5*7.5) + (0.5*1)
=4.25%
Risk of combined protfolio would be same as risk of risky protfolio i.e 8.03% because the standard deviation of bank deposits is 0.
Part 3:
For 10.75 % of expected return the weight of risky asset portfolio should be 1.5% and loan should be taken from risk free assets and hence the weight would be -0.5%.
The weight of equity and bond fund to be equal in risky asset portfolio.
Part 4:
If variance of portfolio is to be minimised then minimum weight to be allocated to equity funds and maximum weights to be allocated to bond funds.
Part 5:
If equity fund = 25% and bond fund = 75 % then Expected Return = 5.75%
and standard deviation (Risk) = 5.08%
If equity fund = 75% and bond fund = 25 % then expected Return = 9.25%
and standard deviation (Risk ) = 11.5%