Portfolio Risk
How a fund measures and limits risk across the book: portfolio volatility, contribution to risk, beta hedging, Sharpe ratios and leverage, and drawdown limits.
Picking good stocks is half the job; the other half is combining them so the fund survives its bad weeks. Interviewers test whether you can put numbers on a book's risk: how positions combine, which one drives the total, how to remove the market, how much leverage a strategy deserves, and how big the book can be before a bad week ends it.
- Combine. Portfolio volatility depends on correlation.
- Attribute. Each position's contribution to risk, against its share of the capital.
- Hedge. Index futures remove the market beta.
- Lever. The Sharpe ratio says which strategy deserves the leverage.
- Limit. A drawdown limit caps how big the book can be.
Work in variances and in dollars of risk, never in averages of volatility or dollars of capital. Volatilities combine through their squares and the correlation; market exposure is beta × dollars; and the limit that matters is the loss the fund can take.
From positions to a book that survives
Each step points to the chapter that practices it.
Chapters
Two-asset portfolio volatility
11 minRisk does not add. How much of two positions' risk survives the combination depends on one number: the correlation.
- Calculate the volatility of a two-asset portfolio
- Measure the diversification benefit against the no-diversification case
- Back out the correlation from a portfolio's realized volatility
- Show what happens to portfolio risk as the correlation changes
Contribution to risk versus capital
11 minHalf the capital is not half the risk. Which position really drives the book's volatility, and what an equal split of risk looks like.
- Split portfolio volatility into each position's contribution
- Compare each position's share of the risk with its share of the capital
- Find the risk-parity weights for two assets
- Compare the volatility of the current book with the risk-parity book
Hedging the market with index futures
9 minA long book carries market beta. Short index futures to remove it, or to keep just the amount you want.
- Calculate a book's beta-dollars and what a market move does to it
- Work out how many index futures to short for a target beta
- Split a market move into the book, the futures and the hedged result
- Back out the beta a hedge assumed
Sharpe ratio and leverage
10 minReturn per unit of risk, and the dial that trades one for the other. Free borrowing would leave the Sharpe untouched; real borrowing wears it down.
- Calculate a Sharpe ratio
- Lever a strategy and find its return, volatility and Sharpe
- Find the leverage for a target volatility, and what it delivers
- Say why allocators compare Sharpe ratios before returns
Sizing under a drawdown limit
10 minEvery fund has a loss at which its capital gets cut. Work back from it to the most the book can run, and see why a loss shrinks the book.
- Size a book's maximum gross exposure from a drawdown limit
- Work out the gain needed to recover from a drawdown
- Back out the stress a book is sized for today
- Show how much smaller a book must be after a loss