19 questions

Foundations of Risk Management

The risk that a counterparty fails to meet its financial obligations is:

  • a.Market risk
  • b.Credit risk
  • c.Liquidity risk
  • d.Model risk

Credit (default) risk is the risk a counterparty does not pay as agreed.

Foundations of Risk Management

The risk of loss from movements in prices, rates, or volatility is:

  • a.Market risk
  • b.Operational risk
  • c.Legal risk
  • d.Reputation risk

Market risk stems from changes in market prices and rates.

Foundations of Risk Management

Good risk management aims to:

  • a.Eliminate all risk
  • b.Maximize risk for higher returns
  • c.Take risks deliberately and be compensated for them
  • d.Ignore tail events

Risk management is about taking appropriate, well-understood, compensated risks.

Foundations of Risk Management

The risk that an asset cannot be sold quickly without a large price concession is:

  • a.Credit risk
  • b.Market risk
  • c.Operational risk
  • d.Liquidity risk

Liquidity risk is the difficulty of transacting without moving the price.

Quantitative Analysis

A correlation coefficient can range between:

  • a.0 and 1
  • b.-1 and +1
  • c.-100 and +100
  • d.0 and infinity

Correlation is bounded between -1 and +1.

Quantitative Analysis

The normal distribution is:

  • a.Symmetric and bell-shaped
  • b.Always skewed right
  • c.Uniform
  • d.Bimodal by definition

The normal distribution is symmetric and bell-shaped around its mean.

Quantitative Analysis

Diversification across imperfectly correlated assets primarily reduces:

  • a.Return
  • b.The risk-free rate
  • c.Portfolio variance
  • d.Correlation to +1

Combining imperfectly correlated assets lowers overall portfolio variance.

Quantitative Analysis

Variance is:

  • a.The square root of the mean
  • b.Always negative
  • c.The same as correlation
  • d.The square of the standard deviation

Variance equals the standard deviation squared.

Financial Markets & Products

A call option gives the holder the right to:

  • a.Sell the underlying at the strike
  • b.Buy the underlying at the strike
  • c.Receive fixed coupons
  • d.Default without penalty

A call is the right (not obligation) to buy the underlying at the strike price.

Financial Markets & Products

A key difference between futures and forwards is that futures are:

  • a.Exchange-traded and marked to market daily
  • b.Always customized and unregulated
  • c.Never settled
  • d.Options, not obligations

Futures are standardized, exchange-traded, and marked to market daily; forwards are OTC.

Financial Markets & Products

An interest-rate swap typically exchanges:

  • a.Two stocks
  • b.Two currencies' principal only
  • c.Fixed for floating interest payments
  • d.Commodities for bonds

A plain-vanilla interest-rate swap exchanges fixed-rate for floating-rate payments.

Financial Markets & Products

Using derivatives to reduce an existing exposure is called:

  • a.Speculating
  • b.Arbitraging
  • c.Leveraging
  • d.Hedging

Hedging uses derivatives to offset an existing risk exposure.

Valuation & Risk Models

Value at Risk (VaR) estimates:

  • a.The guaranteed maximum loss ever
  • b.The maximum expected loss over a horizon at a given confidence level
  • c.The average annual return
  • d.The default probability

VaR is the loss threshold not expected to be exceeded at a stated confidence over a horizon.

Valuation & Risk Models

A key limitation of VaR is that it:

  • a.Says little about the size of losses beyond the threshold
  • b.Cannot be computed
  • c.Only applies to stocks
  • d.Guarantees no larger loss

VaR does not describe the magnitude of losses in the tail beyond the threshold.

Valuation & Risk Models

Stress testing complements VaR by:

  • a.Replacing all models
  • b.Lowering capital requirements
  • c.Examining extreme but plausible scenarios
  • d.Ignoring tail events

Stress tests probe extreme scenarios that normal VaR may understate.

Valuation & Risk Models

Expected shortfall (conditional VaR) measures:

  • a.The best-case gain
  • b.The median return
  • c.The risk-free rate
  • d.The average loss given that losses exceed the VaR threshold

Expected shortfall averages losses in the tail beyond VaR.

Credit & Operational Risk

Loss given default (LGD) represents:

  • a.The chance of default
  • b.The portion of exposure lost if default occurs
  • c.The coupon rate
  • d.The maturity

LGD is the fraction of exposure not recovered when a counterparty defaults.

Credit & Operational Risk

Expected credit loss is commonly modeled as a function of:

  • a.Probability of default, loss given default, and exposure at default
  • b.Only the coupon
  • c.Only the maturity
  • d.The stock price alone

Expected loss ≈ PD × LGD × EAD.

Credit & Operational Risk

A rogue-trading loss from a control failure is an example of:

  • a.Market risk
  • b.Credit risk
  • c.Operational risk
  • d.Liquidity risk

Operational risk arises from failed processes, people, or systems.

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