In: Finance
An investment company intends to invest a given amount of money in three stocks.
The means and standard deviations of annual returns are as follows:
Stock | Mean | Standard Deviation | |
1 | 0.14 | 0.20 | |
2 | 0.11 | 0.25 | |
3 | 0.15 | 0.08 |
Stock Coorelation among annual returns | |
Stocks 1 and 2 | 0.5 |
Stocks 1 and 3 | 0.8 |
Stocks 2 and 3 | 0.1 |
Construct the efficient frontier for portfolios of these stocks. Please explain the involved steps in your modeling and construction.
An efficient frontier represents the set of efficient portfolios that will give the highest return at each level of risk or the lowest risk for each level of return. A portfolio is efficient if there is no alternative with:
Let’s take a portfolio of two assets and see how we can build the efficient frontier in excel. Let’s say we have two securities, 1 and 2, with the data in given question,
We can combine these two assets to form a portfolio. In the portfolio, we can combine the two assets with different weights for each asset to create an infinite number of portfolios having different risk-return profiles. For example, if we take 50% of each asset, the expected return and risk of the portfolio will be as follows:
E(R) = 0.50*14% + 0.50*11% = 13% or 0.13
σ = Sqrt(0.20^2*0.5^2+0.25^2*0.5^2+2*(0.5)*0.5*0.5*0.2*0.25) = 20% or 0.20
Using the above formula let us pool up the data under 7 different proportions as shown in the excel below. Then the risk and return of these portfolios can be plotted on the XY scatter graph with return on Y axis and risk on X axis. The graph looks as follows and is called the efficient frontier.