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069

Case 069Portfolio constructionWarm up

An endowment can mix a risky portfolio with 8% expected excess return and 16% volatility with cash. It wants 10% volatility. What allocation does it hold, and what excess return should it expect?

1The situation

Oshmira Endowment has Rs 500 crore. Its investment committee has settled on one diversified risky portfolio, expected to earn 8% a year above cash with 16% annual volatility, and it can hold any amount of the rest in cash at the risk-free rate. Borrowing, if ever needed, would cost about one point over cash.

The committee's risk policy caps portfolio volatility at 10% a year. The chief investment officer asks what split that implies and what return the endowment should tell its trustees to expect above cash.

2Your task

Find the weights, the expected excess return and the Sharpe ratio of the mix, show what other volatility targets would imply, and say what the straight-line answer leaves out.

Quick check

Mixing the risky portfolio with cash, how much goes into the risky portfolio to get 10% volatility?

Worked solution

Try it on paper, then open one step at a time.

30-second answerThe answer to give first

Oshmira holds 62.5% in the risky portfolio, Rs 312.5 crore, and 37.5% in cash, and should expect about 5% a year above cash. Cash adds no volatility, so the risky weight is 10/16, and the excess return scales with it: 0.625 x 8%. Every mix on the line has the same Sharpe ratio of 0.50. In a typical year the excess return lands somewhere between about -15% and 25%.

Step 1Why does mixing with cash give a straight line?

Dilute a strong cordial with water: half cordial is half the flavour and half the sugar, and nothing about the ratio of flavour to sugar changes. Cash has no volatility and no excess return, so a portfolio that is a fraction w in the risky portfolio has exactly w times its volatility and w times its excess return, and the ratio of the two, the Sharpe ratio, is the same at every w. That is the capital allocation lineThe straight line of risk and expected excess return traced out by mixing one risky portfolio with cash in different proportions.: it starts at cash, passes through the risky portfolio at 16% and 8%, and continues beyond it where the endowment would be borrowing to hold more than it owns.

Step 2What split gives 10% volatility?

Set w x 16% = 10%, so w = 0.6250: 62.5% in the risky portfolio and 37.5% in cash. The expected excess return is 0.625 x 8% = 5.0% a year, Rs 25 crore on Rs 500 crore, with a Sharpe ratio of 0.50, the same as the risky portfolio's. In rupees, Rs 312.5 crore goes into the risky portfolio and Rs 187.5 crore stays in cash. Tell the trustees the range as well as the centre: with 10% volatility, two standard deviations is 20 points, so roughly 19 years in 20 the excess return lands between -15% and 25%, if returns are close to normal, which in a bad year they are not.

Mixing one risky portfolio with cash moves along a straight line of constant Sharpe2%4%6%8%10%12%0all cash: 0 excess, 0 riskrisky portfolio: 16% vol, 8% excesstarget: 10% vol, 5% excess62.5% risky, 37.5% cashborrowing: dashed,slope drops by theborrowing spreadslope = Sharpe = 8 / 16 = 0.50the same at every point on the line0%4%8%12%16%20%24%Portfolio volatility, annual. Vertical: expected excess return over cash
Every mix of Oshmira's risky portfolio with cash sits on one straight line with a slope of 0.50, and the point at 10% volatility, 62.5% risky, carries an expected excess return of 5%, while the dashed part beyond 16% needs borrowing at a cost that lowers the slope.
Volatility targetRisky weightCash or borrowingExpected excess returnSharpe
5%31.2%68.8% cash2.50%0.500
10%62.5%37.5% cash5.00%0.500
16%100.0%0.0% cash8.00%0.500
20%125.0%borrow 25%9.75%0.487
Below 16% volatility the mix lends and keeps a Sharpe ratio of 0.50; above it the endowment must borrow, and a one-point borrowing spread pulls the Sharpe ratio at 20% volatility down to 0.487.
Step 3What does the straight line leave out?

Three things, and each one changes the number. First, 16% is an estimate: if the risky portfolio's volatility is really 20%, the same 62.5% weight runs at 12.5%, over the policy cap, and the weight that honours the cap is 50%. Second, the line is straight only while the endowment is lending; the moment it wants more than 16% volatility it must borrow, at one point over cash here, so the slope above the risky portfolio drops, which is why the 20% row's Sharpe ratio is lower. Third, the weights drift. After a 20% rise in the risky portfolio and flat cash, the 62.5% becomes about 67%, so holding the target means selling after rises and buying after falls, which costs trading and needs a rule for how far to let it drift. The limitation to state: the line prices risk by volatility alone; a portfolio with 10% volatility and a fat left tail is not what the trustees mean by a 10% risk budget.

Where candidates lose it

Candidates sometimes average the two returns as if the mix were half and half, or scale the return but not the risk. Both the volatility and the excess return scale with the risky weight, and the weight comes from the risk target, not from the return.

The second miss is quoting 5% as a forecast. It is the centre of a wide distribution, and a committee that hears 5% without the plus or minus 20 will be surprised in the first bad year.

What the interviewer asks next

  • The committee asks for 12% expected excess return. What does the line say, and what would you tell them?
  • How does a second risky portfolio with a different Sharpe ratio change the choice?
  • If cash yields 6.5%, what total return does the 10% volatility mix expect, and why state excess return separately?
← Case 068An analyst adds 12 macro variables to a 3-variable return model estimated on 120 months, and R-squared rises from 8% to 17%. Compute adjusted R-squared before and after and an F-test on the added block. Did the twelve add anything?Case 070 →A desk has two even-money bets, each winning 55% of the time. Size them with Kelly alone, then jointly when they are independent, and then when their outcomes have correlation 0.5.

Company names and figures are illustrative.

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