CFA Level I · CFA Level I Exam
Introduction to Risk Management: formula sheet
Key formulas
- Risk management process (cycle)
- Set governance and tolerance → Identify risks → Measure risks → Choose a response (avoid, mitigate, transfer, share, or accept) → Implement → Monitor, report and adjust
- The process repeats continuously. Exact wording of steps varies, so learn the logic and order.
- Risk tolerance
- Risk tolerance = the amount of risk an organization is willing and able to take
- Think of willingness (attitude) and ability (capacity). When the two conflict, the lower (more conservative) of the two generally governs.
- Risk budgeting
- Total risk budget = Σ risk allocated to each activity, portfolio or unit
- Risk is allocated by expected reward and fit with objectives. Measures such as volatility or VaR are often used, but allocations do not always add up simply because of diversification.
- Framework components
- Governance, identification and measurement, infrastructure, policies and processes, mitigation and management, communication, strategic analysis and integration
- Know these as the building blocks of a framework.
- Risk tolerance
- Risk tolerance = willingness to take risk + ability (capacity) to bear loss
- Set by the board and management before strategy. The more restrictive of the two usually binds.
- Risk budget
- Total risk budget = Σ risk allocated to each unit or strategy
- Allocations are in a common risk measure. Because of diversification, standalone risks usually do not add up to total risk.
- Governance vs management
- Governance = set direction and oversee; Management = identify, measure, treat and report
- Use this split to answer who-does-what questions.
- Market risk
- Loss from adverse moves in equity prices, interest rates, FX rates or commodity prices
- Source is the market itself, not a counterparty failure.
- Credit risk
- Loss from a counterparty failing to pay in full and on time
- Also called default or counterparty risk.
- Liquidity risk
- Loss from being unable to trade quickly at a price near fair value
- Signs: wide bid-ask spread, thin volume, price concessions.
- Operational risk
- Loss from failed people, systems, processes or external events
- Covers fraud, errors, outages and cyberattacks.
- Model risk
- Loss from a flawed, misused or badly specified model
- Wrong inputs or assumptions also count.
- Settlement risk
- Loss when one side delivers and the other side does not
- Arises in the gap between the two legs of a trade.
- Parametric VaR (return form)
- VaR = [−E(R) + z × σ] × portfolio value
- For a loss-side cutoff, z is 1.645 at 5% and 2.33 at 1% (one-tailed, normal). Use E(R) and σ for the same period.
- Scaling VaR over time
- σ(T days) = σ(1 day) × √T
- Valid when daily returns are independent. With the mean set to zero, VaR scales with √T.
- Duration price estimate
- %ΔP ≈ −ModDur × ΔYield
- Good for small yield changes. Use effective duration for bonds with embedded options.
- Duration plus convexity
- %ΔP ≈ −ModDur × ΔY + ½ × Convexity × (ΔY)²
- Convexity adds a positive amount for both rises and falls in yield for an option-free bond.
- Delta approximation for options
- ΔOption ≈ Delta × ΔUnderlying
- Call delta is between 0 and 1. Put delta is between −1 and 0.
- Delta-gamma approximation
- ΔOption ≈ Delta × ΔS + ½ × Gamma × (ΔS)²
- Gamma improves the estimate for larger moves in the underlying.
- Beta
- β = Cov(Ri, Rm) ÷ Var(Rm)
- Beta of 1 means the asset moves with the market on average.
- Risk prevention and avoidance
- Do not undertake the activity
- Removes the risk and also the possible return.
- Risk acceptance
- Retain the risk; active (measured) or passive (unrecognised); self-insurance sets aside own funds
- Fits risks that are small or too costly to remove.
- Risk transfer
- Move the risk to another party, e.g. insurance premium paid for loss cover
- Another party bears the loss. Cost is the premium.
- Risk shifting
- Change the distribution of outcomes, e.g. with derivatives
- Alters the shape of outcomes, such as cutting downside while keeping upside.
- Likelihood versus severity (general practice)
- Controls lower the chance of loss; other actions lower the size of loss
- A general risk-management distinction, not a separate curriculum category.
- Choosing a method
- Compare cost of the method with the risk's expected loss and the firm's risk tolerance
- A risk should be retained only if it fits risk tolerance and offers adequate reward.
Quick revision
- The risk management process sets tolerance, identifies and measures risks, chooses responses, and monitors and adjusts.
- Risk governance is the top-level structure for setting risk policy, authority and oversight in an organisation.
- Risk tolerance is how much risk an organisation is willing and able to take.
- A risk budget allocates the total acceptable risk across activities or units.
- Financial risks include market, credit and liquidity risk.
- Non-financial risks include operational, model, settlement, regulatory, legal, tax, accounting and sovereign risk.
- Operational risk arises from people, systems, processes and external events.
- Risk drivers are the underlying exposures that cause risk; metrics are the measures used to quantify it.
- VaR is the minimum loss that would be expected to be equalled or exceeded with a given probability over a specific period; it does not describe the worst case.
- Avoid means not taking the risk at all; mitigate means reducing its likelihood or impact.
- Transfer shifts the risk to another party, such as through insurance; share spreads it across parties.
- Enterprise-wide, integrated risk management looks at all risks together, not in silos.
Common mistakes
- Thinking the goal of risk management is to minimize or eliminate risk. Fix: Remember that the goal is to take risk deliberately, within tolerance, for adequate return.
- Confusing risk tolerance with risk budgeting. Fix: Tolerance is the total risk the organization will bear. Budgeting divides that total among activities.
- Treating risk governance and risk management as the same thing. Fix: Governance is oversight and structure. Management is the process of handling risks inside that structure.
- Saying risk management should eliminate risk. Fix: The goal is to take the right amount of risk for the expected reward and within tolerance, not to remove all risk.
- Calling a borrower's default a market risk because the bond price fell. Fix: Ask why the price fell. If the issuer failed to pay or its credit quality dropped, the root cause is credit risk.
- Confusing credit risk with settlement risk. Fix: Settlement risk is the one-sided delivery gap in a trade. Credit risk is the broader chance of nonpayment on an obligation.
- Treating VaR as the maximum possible loss. Fix: Say VaR is the loss expected to be equaled or exceeded with the stated probability. Losses can be much larger.
- Forgetting to scale volatility to the VaR horizon. Fix: Divide the annual σ by √(periods per year), using the same basis the question gives, such as 250 days.
- Calling insurance risk shifting. Fix: Insurance moves the loss to the insurer, so it is transfer. Shifting changes the distribution of outcomes.
- Treating prevention and avoidance as two separate curriculum responses. Fix: In the curriculum, prevention and avoidance is one response: not undertaking the activity. The likelihood versus severity split is a general practitioner distinction.
Exam tips
- Questions are standalone with three options, so first eliminate any option that says risk should be removed entirely.
- Learn the process order cold: governance and tolerance, identify, measure, respond, monitor and adjust.
- When you see limits being split across units, think risk budgeting. When you see one overall limit, think tolerance.
- Remember that tolerance has two parts, willingness and ability, and that the lower one usually constrains.
- There is no penalty for a wrong answer, so never leave a question blank.
- Look for the actor in the stem. Board points to oversight and tolerance; CRO or management points to implementation.
- Watch for the words firm-wide or integrated. They signal ERM.
- Remember tolerance is a ceiling set first, and budgeting follows it.