FRM Part I · FRM Exam Part I
The Building Blocks of Risk Management: formula sheet
Key formulas
- Risk management process
- Identify → Measure → Treat (avoid, reduce, transfer, accept) → Monitor and report → repeat
- A continuous loop. Monitoring feeds back into identification.
- Market risk
- Loss from changes in prices or rates (equity, interest rate, FX, commodity)
- Arises from positions you hold, even if no counterparty fails.
- Credit risk
- Loss from a counterparty failing to pay in full and on time
- Includes default, downgrade and settlement risk.
- Liquidity risk
- Market liquidity: cannot sell near fair price. Funding liquidity: cannot raise cash to meet obligations
- Two distinct forms. Name the one in the question.
- Operational risk (Basel)
- Loss from inadequate or failed internal processes, people, systems, or external events
- The Basel definition includes legal risk and excludes strategic and reputational risk.
- Risk treatment options
- Avoid, reduce (mitigate), transfer, accept (retain: deliberately bear the risk, for example with capital or reserves held against it)
- Hedging and insurance are transfer. Diversification is reduction.
- Hierarchy of risk terms
- Risk appetite and risk tolerance both sit below risk capacity; limits are set within tolerance
- Appetite is the chosen target level. Tolerance is the maximum acceptable deviation around it. Capacity is the maximum the firm can bear. Limits are the day-to-day controls, set within tolerance. This is a conceptual ordering, not a strict inequality or a calculation.
- Limit utilization
- Utilization = Current exposure ÷ Limit
- Above 100% means a breach. Many firms also set early-warning triggers below 100%, such as 80%.
- Risk-based capital headroom
- Headroom = Available capital − Required (risk-based) capital
- A simple way to compare appetite and capacity. Negative headroom means capacity is exceeded.
- Expected loss for a single exposure (credit)
- EL = PD × LGD × EAD
- PD is probability of default over the horizon, LGD is loss given default as a fraction, EAD is exposure at default. LGD = 1 − recovery rate.
- Expected loss from a loss distribution
- EL = Σ (loss i × probability i)
- This is the probability-weighted average of possible losses.
- Unexpected loss as standard deviation
- UL = σ(loss)
- Common definition. Always check how the question defines UL.
- Unexpected loss for one exposure with fixed LGD and EAD
- UL = EAD × LGD × √(PD × (1 − PD))
- Holds when LGD is a known constant and default is Bernoulli. If LGD is random, UL is larger.
- Economic capital
- Economic capital = Loss quantile (at confidence level) − EL
- Also written as the unexpected loss at the tail. Some questions use the quantile itself as capital, so read the wording.
- Normal approximation for the tail loss
- Loss quantile ≈ EL + z × σ
- Gives capital ≈ z × σ. Example z values: 1.645 at 95%, 2.326 at 99%, 3.090 at 99.9%. Use only if losses are treated as normal.
- Portfolio EL
- EL(portfolio) = Σ EL(i)
- EL is additive. UL is not additive unless correlations are perfect.
- Sharpe ratio
- Sharpe = (Rp − Rf) ÷ σp
- σp is the standard deviation of portfolio returns (total risk). Use for stand-alone portfolios.
- Treynor ratio
- Treynor = (Rp − Rf) ÷ βp
- Uses beta (systematic risk). Use for a portfolio that is part of a diversified whole. Be careful if beta is negative or near zero.
- Jensen's alpha
- α = Rp − [Rf + βp × (Rm − Rf)]
- Positive alpha means the portfolio beat the CAPM required return.
- Information ratio
- IR = (Rp − Rb) ÷ tracking error
- Tracking error is the standard deviation of (Rp − Rb). Rb is the benchmark return.
- RAROC
- RAROC = (Revenues − Costs − Expected loss) ÷ Economic capital
- Some versions add income earned on the capital. Compare with the hurdle rate (cost of equity).
- CAPM required return
- E(R) = Rf + β × (E(Rm) − Rf)
- Used to build Jensen's alpha and to judge hurdle rates.
- Two-asset portfolio variance
- σp² = w1²σ1² + w2²σ2² + 2·w1·w2·ρ·σ1·σ2
- Weights sum to 1. Take the square root for σp. Lower ρ means lower portfolio risk.
- Perfect correlation case
- If ρ = 1: σp = w1σ1 + w2σ2
- No diversification benefit. For ρ < 1, σp is below this weighted average.
- Equally weighted portfolio of n assets (same σ, same pairwise ρ)
- σp² = σ²/n + ((n − 1)/n)·ρ·σ²
- As n grows, variance approaches ρσ². That floor is systematic risk.
- Total risk decomposition
- Total variance = Systematic variance + Idiosyncratic variance
- Diversification removes only the idiosyncratic part.
- Protective put payoff at expiry
- Value = ST + max(K − ST, 0)
- Floor at K. The cost is the premium, which lowers net gains.
- Net result of a hedged position
- Net = Gain or loss on exposure + Gain or loss on hedge
- Residual is the unhedged part, often basis risk.
- Leverage ratio (simple form)
- Leverage = Total assets ÷ Equity
- Higher leverage magnifies both gains and losses on equity. Used to compare banks and hedge funds.
- Balance sheet identity
- Assets = Liabilities + Equity
- A loss on assets falls first on equity. If losses exceed equity, the institution is insolvent.
- Insurance combined ratio
- Combined ratio = Loss ratio + Expense ratio
- Below 100% means an underwriting profit before investment income. Above 100% means an underwriting loss.
- Net interest margin
- NIM = (Interest income − Interest expense) ÷ Average earning assets
- Measures the bank's spread from maturity and credit intermediation.
Quick revision
- Main risk types: market, credit, liquidity, operational, plus others such as legal and reputational risk.
- Risk management process: identify, measure, manage or mitigate, monitor and report.
- Risk appetite is the amount and type of risk a firm is willing to accept; limits turn it into daily rules.
- Expected loss = PD × LGD × EAD, where PD is probability of default, LGD is loss given default and EAD is exposure at default.
- Expected loss is a cost of doing business and is covered by pricing and provisions.
- Unexpected loss is variation of losses around the expected level and is covered by capital.
- Sharpe ratio = (Rp − Rf) ÷ σp, using total risk.
- Higher expected return generally requires accepting more risk, but the link is not guaranteed in any single period.
- Diversification reduces idiosyncratic risk but not systematic risk.
- Hedging cuts exposure to a risk but can also give up gains and add basis risk.
- Insurance transfers loss for a premium; watch for moral hazard and adverse selection.
- Banks transform maturity and size and manage credit and liquidity risk; insurers pool and transfer risk.
Common mistakes
- Calling any loss from a falling price market risk, even when the cause is a default. Fix: Look for the root cause. If a counterparty failed to pay or was downgraded, it is credit risk.
- Mixing up market liquidity risk and funding liquidity risk. Fix: Market liquidity is about selling an asset. Funding liquidity is about raising cash. Check which side of the balance sheet the problem sits on.
- Treating risk appetite and risk tolerance as the same thing. Fix: Appetite is the desired overall level of risk. Tolerance is the acceptable deviation or maximum in a specific area. Limits are the operational controls.
- Confusing risk appetite with risk capacity. Fix: Capacity is the most the firm can bear. Appetite is what it chooses to take and must be below capacity.
- Using LGD as the recovery rate Fix: Convert first: LGD = 1 − recovery rate. A 40% recovery means 60% LGD.
- Treating reserves as protection against unexpected loss Fix: Reserves cover EL. Economic capital covers losses above EL up to the confidence level.
- Forgetting to subtract the risk-free rate in Sharpe or Treynor. Fix: Always write (Rp − Rf) first. If Rf is given, it is meant to be used.
- Using beta in the Sharpe ratio or standard deviation in the Treynor ratio. Fix: Remember: Sharpe uses Standard deviation (S for S); Treynor uses beta (systematic risk).
- Saying diversification can eliminate all risk. Fix: It removes only idiosyncratic risk. Systematic risk remains.
- Treating hedging and insurance as the same thing. Fix: A hedge offsets gains and losses, so upside is lost. Insurance pays a premium and keeps the upside. Options behave like insurance, forwards like hedges.
Exam tips
- Questions give a short scenario and ask for the primary risk. Find the root cause before reading the options.
- Watch for options that are real risks but not the main one. Several may be true; choose the best fit.
- Learn the Basel operational risk definition, including that it includes legal risk and excludes strategic and reputational risk.
- Know the four treatment options and match hedging, insurance and diversification to them correctly.
- Expect interaction cases, such as a credit event causing a liquidity squeeze. Pick the risk that started the chain.
- Remember the conceptual ordering: appetite and tolerance sit below capacity, and limits are set within tolerance. Also know who owns each. Do not treat it as a strict inequality to memorise.
- Expect questions on what a good risk appetite statement contains: strategy link, qualitative and quantitative parts, and communication.
- For breach questions, choose answers with defined escalation and documented exceptions.