CMA Final · Strategic Financial Management
Risks in Financial Market: formula sheet
Key formulas
- Expected return
- E(R) = Σ (pᵢ × Rᵢ)
- Sum of each outcome's return multiplied by its probability. Probabilities must add up to 1.
- Variance
- σ² = Σ pᵢ × (Rᵢ − E(R))²
- Measures spread of returns around the expected return.
- Standard deviation
- σ = √σ²
- Common total-risk measure. Same unit as returns.
- Coefficient of variation
- CV = σ ÷ E(R)
- Risk per unit of return. Use it to compare options with different expected returns. Lower is better.
- Risk premium
- Risk premium = Expected return on risky asset − Risk-free rate
- Extra return demanded for bearing risk.
- Risk management process
- Identify → Measure → Respond (avoid / reduce / transfer / accept) → Implement controls → Monitor and review
- Use this sequence as your answer framework for theory questions.
- Total risk
- Total risk = Systematic risk + Unsystematic risk
- Usually measured by standard deviation of returns. In variance terms, σ² = β²σm² + unique variance under the single index model.
- Expected loss from credit risk
- Expected loss = Probability of default × Exposure at default × Loss given default
- Loss given default = 1 − recovery rate. Use the same period for all inputs.
- Current ratio (liquidity check)
- Current ratio = Current assets ÷ Current liabilities
- A simple indicator of funding liquidity. A low value signals higher liquidity risk but is not proof by itself.
- Bid-ask spread (market liquidity)
- Relative spread = (Ask − Bid) ÷ Mid-price
- Wider spread means less liquid. Mid-price = (Ask + Bid) ÷ 2.
- Forward premium or discount (annualised)
- (Forward − Spot) ÷ Spot × (12 ÷ months) × 100
- Use direct quotes (₹ per unit of foreign currency). Positive means the foreign currency is at a premium.
- Interest rate parity (approximate)
- Forward ÷ Spot = (1 + i home) ÷ (1 + i foreign)
- Use rates for the same period. Use the exact form when the question gives period rates.
- Purchasing power parity (relative)
- Expected spot = Spot × (1 + inflation home) ÷ (1 + inflation foreign)
- Direct quote only. Inflation rates must be for the same period.
- Money market hedge for a payable
- Amount to deposit today = Foreign payable ÷ (1 + foreign deposit rate for the period); buy that at spot using rupees
- Compare the rupee cost with the forward cost.
- Money market hedge for a receivable
- Borrow foreign amount = Receivable ÷ (1 + foreign borrowing rate for the period); convert at spot and invest in rupees
- Compare the rupee value at maturity with the forward proceeds.
- Approximate price change from rate change
- % change in price ≈ −Modified duration × change in yield
- Valid for small yield changes. Convexity corrects larger moves.
- Rate gap
- Gap = Rate-sensitive assets − Rate-sensitive liabilities
- Change in net interest income ≈ Gap × change in rate, for a given period.
- Standard deviation (probability data)
- σ = √[Σ p × (R − E(R))²]
- E(R) = Σ p × R. Variance is σ². For past return data, divide the sum of squared deviations by (n − 1) for a sample or n for a population, as the question states.
- Beta
- β = Cov(i, m) ÷ σm² = ρ(i, m) × σi ÷ σm
- Cov is covariance of the security with the market, σm² is market variance and ρ is the correlation coefficient.
- Portfolio beta
- βp = Σ wi × βi
- Weights are market-value proportions and must add to 1. Beta of the risk-free asset is 0.
- Macaulay duration
- D = Σ [t × PV(CFt)] ÷ Σ PV(CFt) = Σ [t × PV(CFt)] ÷ Bond price
- Discount each cash flow at the bond's yield to maturity. The denominator equals the bond's price. Duration of a zero-coupon bond equals its maturity.
- Modified duration
- MD = D ÷ (1 + y)
- Use y per period. For annual coupons, y is the annual yield. For semi-annual coupons, convert carefully to years.
- Price change from duration
- ΔP ÷ P ≈ − MD × Δy
- A linear estimate that works for small yield changes. For large changes, convexity matters.
- Parametric VaR
- VaR = z × σ × Portfolio value × √t
- σ is the return standard deviation for one period, and t is the number of periods. Common one-tailed z values: 1.645 for 95% and 2.33 for 99%. Use the z value or normal table the question gives.
- Forward rate (premium or discount)
- Forward rate = Spot × (1 + i of quote currency × n) ÷ (1 + i of base currency × n)
- Interest rate parity. n is the period in years. Quote currency is the one in which the price is stated, such as ₹ in ₹/$.
- Payable hedged by forward
- Rupee outflow = Foreign amount × Forward rate (offer rate for buying the foreign currency)
- Bank sells you the foreign currency at its selling rate.
- Money market hedge for a foreign payable
- Deposit today = Foreign amount ÷ (1 + foreign deposit rate × n); buy it at spot using ₹; rupee cost today × (1 + ₹ borrowing rate × n) = cost at due date
- Compare the due-date cost with the forward cost.
- Futures hedge ratio (minimum variance)
- h = ρ × (σ spot ÷ σ futures); contracts = h × Exposure value ÷ Value of one futures contract
- Use only when correlation and standard deviations are given.
- Option hedge outcome
- Effective cost = Exercise-based amount + premium (with interest, if asked)
- Exercise only if it is better than the spot rate on the due date.
Quick revision
- Financial risk is the chance that actual financial outcomes differ from expected ones, usually to your loss.
- Market risk comes from price movements in interest rates, exchange rates, equity and commodity prices.
- Credit risk is the chance a counterparty fails to pay what it owes.
- Liquidity risk is the difficulty of selling an asset or raising funds quickly without a large loss.
- Interest rates and bond prices move in opposite directions.
- A higher duration means a bond's price is more sensitive to yield changes.
- Beta measures a security's sensitivity to market movements, so it captures systematic risk only.
- A beta above 1 means the security moves more than the market; below 1 means less.
- VaR states the maximum loss expected at a given confidence level over a given period, under normal conditions.
- VaR does not tell you how large the loss can be beyond the confidence level.
- A hedge reduces risk but also limits the gain if prices move in your favour, unless you use options.
- Always state the recommendation after comparing hedged and unhedged outcomes.
Common mistakes
- Treating risk and loss as the same thing. Fix: Define risk as uncertainty of outcomes. Loss is one possible result of that uncertainty.
- Saying higher risk always gives higher return. Fix: Write that higher risk is associated with higher expected return, as compensation. Actual returns can be lower.
- Calling a falling bond price due to rising interest rates a credit risk. Fix: If the issuer still pays on time and the price falls because yields rose, it is interest rate (market) risk.
- Confusing liquidity risk with insolvency. Fix: Liquidity risk is a timing problem for cash or exit. A firm can have assets exceeding liabilities and still face liquidity risk.
- Treating translation exposure as a cash loss. Fix: State that translation exposure is an accounting effect unless the assets are sold or cash is remitted. Transaction exposure is the cash effect.
- Using the wrong side of a bid-offer quote. Fix: The importer buys foreign currency at the bank's offer rate. The exporter sells at the bank's bid rate.
- Treating beta and standard deviation as the same thing. Fix: Standard deviation is total risk. Beta is only systematic risk relative to the market. A security can have a high standard deviation and a low beta.
- Forgetting to divide by the bond price when computing duration. Fix: Divide the total of t × PV by the sum of PVs, which is the price at the same yield.
- Treating hedging and speculation as the same thing. Fix: State that hedging reduces an existing exposure while speculation creates a new one for profit.
- Using the wrong side of the bank's quote. Fix: Ask what the bank does. If you pay a foreign amount, the bank sells to you at the higher rate. If you receive, the bank buys from you at the lower rate.
Exam tips
- Open theory answers with a one-line definition, then classify the risk. It earns marks quickly.
- In case-based MCQs, pick the risk type from the cause in the scenario, not from words like 'risk' used loosely.
- When asked to compare options, compute CV if expected returns differ. State your decision clearly in the last line.
- Use the process sequence (identify, measure, respond, monitor) as headings in long answers.
- Link each risk to a fitting tool: hedging for market risk, credit limits for credit risk. Examiners reward matched recommendations.
- In MCQs, find the direct cause of loss first; options often include a near-miss type.
- In written answers, define each risk in one line, give a rupee or company example, then add a control. This pattern earns marks.
- Always say whether a risk is systematic or unsystematic when the question mentions diversification.