Credit Risk and Financial Risks Overview
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Questions and Answers

What is the default threshold ratio for long-term liabilities to short-term liabilities that indicates potential default risk?

  • 2.0
  • 2.5
  • 1.0
  • 1.5 (correct)
  • How is the distance to default (DD) calculated when asset prices are lognormally distributed?

  • σV^2 × log(expected asset value) + default threshold
  • expected asset value - default threshold / σexpected asset value
  • log(expected asset value) - log(default threshold) / σV (correct)
  • log(asset prices) × maturity - 2 × default threshold
  • What does an increased ratio of short-term liabilities to long-term liabilities indicate according to the given formulas?

  • Lower default risk threshold
  • Higher risk of immediate default (correct)
  • Greater buffer against economic downturns
  • Reduction in credit risk evaluation period
  • What is the formula used to compute the expected default frequency (PD) after determining the distance to default (DD)?

    <p>function of market conditions and DD (D)</p> Signup and view all the answers

    What impact does a ratio greater than 1.5 have on the evaluation of short-term liabilities?

    <p>Increases the weight of short-term liabilities in default calculations (A)</p> Signup and view all the answers

    What is the first step in the risk management process?

    <p>Identify the risks (B)</p> Signup and view all the answers

    Which of the following is NOT a subtype of market risk?

    <p>Bankruptcy risk (C)</p> Signup and view all the answers

    What does default risk pertain to in credit risk?

    <p>Non-payment of interest and/or principal on a loan (C)</p> Signup and view all the answers

    Which step involves performing a cost-benefit analysis on risk transfer methods?

    <p>Step 3 (D)</p> Signup and view all the answers

    What is the primary factor considered in bankruptcy risk?

    <p>Insufficient collateral value (A)</p> Signup and view all the answers

    Which of the following methods is primarily used for evaluating credit risk?

    <p>Both quantitative and qualitative evaluation (A)</p> Signup and view all the answers

    What does the risk mitigation strategy generally encompass?

    <p>Avoiding, transferring, mitigating, or assuming risk (A)</p> Signup and view all the answers

    What is described as monetary losses from unhedged foreign currency positions?

    <p>Foreign exchange risk (D)</p> Signup and view all the answers

    What does downgrade risk refer to in financial transactions?

    <p>The decrease in creditworthiness of a counterparty. (A)</p> Signup and view all the answers

    Which of the following is an example of funding liquidity risk?

    <p>Failure to meet cash obligations to counterparties. (B)</p> Signup and view all the answers

    What is the primary reason for the yield curve to be normally upward sloping according to liquidity preference theory?

    <p>Investors prefer immediate access to cash. (C)</p> Signup and view all the answers

    Settlement risk occurs when which of the following happens?

    <p>A counterparty refuses to fulfill its payment obligations. (B)</p> Signup and view all the answers

    What does trading liquidity risk refer to?

    <p>Difficulty in selling a security at market price. (B)</p> Signup and view all the answers

    Which of the following best describes operational risk?

    <p>Risks stemming from non-financial problems within an entity. (A)</p> Signup and view all the answers

    According to expectations theory, the yield curve's shape is most influenced by what?

    <p>Predictions of future interest rate changes. (C)</p> Signup and view all the answers

    What is NOT a type of operational risk?

    <p>Temporary inability to find a counterparty. (D)</p> Signup and view all the answers

    What does the shape of the yield curve indicate?

    <p>Future expected movements of interest rates (C)</p> Signup and view all the answers

    According to market segmentation theory, what influences the slope of the yield curve?

    <p>Conditions in different segments of the market (C)</p> Signup and view all the answers

    Which of the following is NOT a cause of credit risk?

    <p>High liquidity in the market (B)</p> Signup and view all the answers

    What does probability of default (PD) refer to?

    <p>The chance a borrower will default on a loan (C)</p> Signup and view all the answers

    What do qualitative techniques in credit risk evaluation assess?

    <p>The willingness of a borrower to repay their loans (C)</p> Signup and view all the answers

    Which of the following best describes loss given default (LGD)?

    <p>The percentage loss expected if a borrower defaults (D)</p> Signup and view all the answers

    What is one limitation of quantitative techniques in credit risk evaluation?

    <p>They depend on historical data which may not predict future performance (C)</p> Signup and view all the answers

    Which participant is the lender in a credit agreement?

    <p>Creditor (A)</p> Signup and view all the answers

    What represents the payment to stockholders when a firm's value is greater than its debt value in the Merton model?

    <p>Maximum of the difference between firm value and face value of debt (D)</p> Signup and view all the answers

    Which of the following is a key assumption of the Merton model?

    <p>There is no need to adjust for liquidity (D)</p> Signup and view all the answers

    What does the Expected Loss (EL) formula rely on to compute its value?

    <p>PD x LGD x EAD (C)</p> Signup and view all the answers

    How is the probability of default (PD) calculated in the Merton model?

    <p>Through a cumulative normal distribution based on firm value and volatility (D)</p> Signup and view all the answers

    Which factor is NOT included in the calculation of Altman's Z-score?

    <p>Net operating income / total liabilities (B)</p> Signup and view all the answers

    What limitation of the Merton model is highlighted in regards to its assumptions?

    <p>The model assumes only one type of debt is issued (C)</p> Signup and view all the answers

    Which equation from the Merton model is used for calculating the probability of default?

    <p>$PD = \frac{ln F - ln V - \mu (T - t) + 0.5\sigma^2 (T - t)}{\sigma (T - t)}$ (A)</p> Signup and view all the answers

    What are the 5 C’s of credit quality focused on?

    <p>Character, Capital, Capacity, Collateral, Cycle (C)</p> Signup and view all the answers

    What issue does the KMV model specifically address compared to the Merton model?

    <p>It allows for multiple debts to mature at different times (A)</p> Signup and view all the answers

    What is the implication of an Altman Z-score below 1.8?

    <p>The company is likely headed for bankruptcy (A)</p> Signup and view all the answers

    What do credit rating agencies primarily use to assign ratings?

    <p>Alphanumeric grades summarizing creditworthiness (B)</p> Signup and view all the answers

    In the Merton model, what does the 'principal amount' represent?

    <p>The exercise price of the call option (C)</p> Signup and view all the answers

    Which of the following correctly describes the volatility ($\sigma$) referred to in the probability of default formula?

    <p>The expected changes in firm value over its lifespan (D)</p> Signup and view all the answers

    Which of the following statements about credit scoring models is correct?

    <p>They have limitations due to the assumption of linearity. (D)</p> Signup and view all the answers

    What does a D rating signify in credit ratings?

    <p>The entity is likely to default (D)</p> Signup and view all the answers

    How do transition matrices help in credit risk assessment?

    <p>They provide estimated likelihoods of rating changes. (D)</p> Signup and view all the answers

    What is the impact on default risk when the ratio of long-term liabilities to short-term liabilities is less than 1.5?

    <p>Reduced risk indicating financial stability (B)</p> Signup and view all the answers

    Which formula correctly represents the distance to default (DD) when asset prices are lognormally distributed?

    <p>$\frac{log V - log default hreshold}{\sigma_V \times maturity}$ (C)</p> Signup and view all the answers

    How does a high distance to default (DD) affect the probability of default (PD)?

    <p>Decreases the PD indicating less risk (A)</p> Signup and view all the answers

    What should be inferred if a company's distance to default (DD) calculation yields a negative value?

    <p>The company is likely to default (B)</p> Signup and view all the answers

    What does the formula for calculating the default threshold involve when the ratio exceeds 1.5?

    <p>0.3 times short-term liabilities plus adjustments for long-term liabilities (D)</p> Signup and view all the answers

    What is the primary objective of risk management in financial contexts?

    <p>Minimize impact of financial risks (D)</p> Signup and view all the answers

    Which step in the risk management process focuses on assessing performance and making amendments as necessary?

    <p>Assess performance and amend risk mitigation strategy (B)</p> Signup and view all the answers

    Bankruptcy risk primarily concerns which of the following aspects?

    <p>The sufficiency of collateral during liquidation (C)</p> Signup and view all the answers

    What is a key characteristic of default risk?

    <p>It's the risk of non-payment of interest and/or principal (A)</p> Signup and view all the answers

    Which of the following subtypes is NOT considered a key risk class in the context of credit risk?

    <p>Commodity price risk (C)</p> Signup and view all the answers

    In the context of evaluating credit risk, what does the qualitative assessment primarily focus on?

    <p>Borrower’s character and capacity (D)</p> Signup and view all the answers

    What is the final step of the risk management process aimed at ensuring that strategies remain effective?

    <p>Assess performance and amend strategies (B)</p> Signup and view all the answers

    Which of the following is a reason that makes credit risk distinct from other financial risks?

    <p>It involves a counterparty's financial obligations (D)</p> Signup and view all the answers

    What does liquidity risk typically encompass?

    <p>The inability to pay down or refinance debt. (C)</p> Signup and view all the answers

    Which theory suggests that longer-term financial assets should generally have a higher yield?

    <p>Liquidity preference theory. (B)</p> Signup and view all the answers

    What kind of risk arises when a counterparty refuses to settle at the designated settlement date?

    <p>Settlement risk. (D)</p> Signup and view all the answers

    What is primarily reflected by the shape of the yield curve according to expectations theory?

    <p>Future changes in interest rates. (D)</p> Signup and view all the answers

    Which type of risk involves issues unrelated to financial performance, such as inadequate internal controls?

    <p>Operational risk. (D)</p> Signup and view all the answers

    Why might short-term interest rates be higher than long-term ones according to expectations theory?

    <p>Investors prefer cash now and expect lower rates in the future. (C)</p> Signup and view all the answers

    Which of the following best describes funding liquidity risk?

    <p>Failing to satisfy cash obligations to counterparties. (B)</p> Signup and view all the answers

    What does the market segmentation theory suggest about the behavior of major investors?

    <p>Investors are confined to a specific segment and do not switch. (A)</p> Signup and view all the answers

    Which of the following correctly defines credit risk?

    <p>The probability that a borrower will not repay a loan as agreed. (C)</p> Signup and view all the answers

    What does Loss Given Default (LGD) represent?

    <p>The percentage loss the lender faces if the borrower defaults. (C)</p> Signup and view all the answers

    Which of the following is a limitation of qualitative techniques in credit risk evaluation?

    <p>The subjectivity involved in assessment can introduce bias. (A)</p> Signup and view all the answers

    What does the term 'exposure at default' (EAD) refer to in credit risk?

    <p>The dollar amount that could be lost at the time of default. (A)</p> Signup and view all the answers

    Which technique is used to assess a borrower's willingness to repay a loan?

    <p>Interviews and information gathering. (B)</p> Signup and view all the answers

    What effect can government policy have on interest rates according to the content?

    <p>High interest rate policies can force short-term rates to exceed long-term rates. (D)</p> Signup and view all the answers

    Which of the following best describes credit risk evaluation's focus on probability of default (PD)?

    <p>PD assesses the likelihood of a borrower defaulting on payments. (C)</p> Signup and view all the answers

    What factors are combined to calculate the expected loss (EL)?

    <p>Probability of Default, Loss Given Default, Exposure at Default (B)</p> Signup and view all the answers

    Which of the following is true regarding Altman's Z-score?

    <p>It includes elements of profitability, liquidity, and solvency. (C)</p> Signup and view all the answers

    What is a characteristic of credit scoring models?

    <p>They assign a numerical value indicating default likelihood. (C)</p> Signup and view all the answers

    What does a D credit rating signify?

    <p>The entity has a high likelihood of default. (B)</p> Signup and view all the answers

    Which of the following factors is NOT part of the '5 C's of credit quality'?

    <p>Cost (A)</p> Signup and view all the answers

    What does a transition matrix provide in the context of credit ratings?

    <p>Shows the likelihood of a rating change within a specified period. (D)</p> Signup and view all the answers

    Which limitation is associated with credit scoring models?

    <p>They may assume linear relationships among variables. (A)</p> Signup and view all the answers

    What is the primary purpose of using a rating system in credit risk assessment?

    <p>To summarize creditworthiness of securities or entities. (A)</p> Signup and view all the answers

    What is the main limitation of the Merton model in relation to its assumptions?

    <p>It assumes the only debt is in the form of zero-coupon bonds. (D)</p> Signup and view all the answers

    In the Merton model, how is the payment to stockholders calculated when the firm's value exceeds its debt value?

    <p>max(VM - FM, 0) (C)</p> Signup and view all the answers

    What does the 'prove of default' (PD) formula rely on in the Merton model?

    <p>The cumulative normal distribution and firm value dynamics. (A)</p> Signup and view all the answers

    What does the KMV model improve upon when compared to the Merton model?

    <p>It considers multiple debt issues maturing at different times. (B)</p> Signup and view all the answers

    In the Merton model's probability of default (PD) calculation, what does 'σ' represent?

    <p>The volatility of firm value. (D)</p> Signup and view all the answers

    Which equation in the Merton model closely resembles the equation used to compute probability of default (PD)?

    <p>PD = N(-d2) (B)</p> Signup and view all the answers

    What does the assumption of a constant risk-free interest rate imply in the Merton model?

    <p>Market conditions will not affect the firm's valuation. (B)</p> Signup and view all the answers

    Which statement best describes the nature of debt according to the Merton model?

    <p>Debt is viewed as a liability that may be defaulted on. (C)</p> Signup and view all the answers

    Flashcards

    Credit Risk

    The potential loss a party faces when a counterparty fails to fulfill financial obligations.

    Default Risk

    The risk that a borrower will not pay interest or principal on a loan.

    Bankruptcy Risk

    The risk that the assets of a borrower are insufficient to cover the total amount owed on default.

    Risk Management Process

    A series of steps used to identify, quantify, mitigate, and monitor financial risks.

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    Risk Identification

    The first step of risk management where financial risks are recognized.

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    Risk Quantification

    Estimating possible financial losses from various risks.

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    Risk Mitigation Strategy

    A plan to reduce or avoid financial risks.

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    Risk Assessment

    Step to monitor and evaluate the effectiveness of risk mitigation.

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    Downgrade Risk

    A decreased creditworthiness of a counterparty in a financial transaction, based on recent financial performance.

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    Settlement Risk

    The risk that a counterparty fails to pay as agreed at the settlement date of a financial transaction.

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    Liquidity Risk

    The risk an entity might not be able to buy or sell assets or meet cash obligations quickly and easily.

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    Funding Liquidity Risk

    The risk that an entity cannot pay its debts, meet cash obligations, or pay withdrawals.

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    Trading Liquidity Risk

    The inability to readily buy or sell a security at the desired market price due to lack of counterparties.

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    Operational Risk

    The risk associated with non-financial issues such as inadequate systems, poor controls, management errors, fraud, human errors, and disasters.

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    Yield Curve

    A graphical representation of the relationship between interest rates and the maturities of debt instruments.

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    Liquidity Preference Theory

    A theory explaining why long-term financial assets typically have higher yields than short-term ones, because investors prefer immediate cash.

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    Yield Curve Shape

    The shape of the yield curve reveals market expectations about future interest rate movements.

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    Market Segmentation Theory

    This theory suggests that different segments of the market have their own unique investors who are unlikely to switch segments, even if interest rate forecasts change.

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    Government Policy Impact

    Government policies on interest rates can directly influence the shape of the yield curve.

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    Credit Risk Players

    Who plays which role in credit agreements?

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    Credit Risk Evaluation

    Assessing a borrower's willingness and ability to repay a loan.

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    Probability of Default (PD)

    The likelihood that a borrower will fail to make payments on a loan.

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    Loss Given Default (LGD)

    The estimated percentage loss if a borrower defaults on a loan.

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    Default Point Calculation

    A method to determine when a company is likely to default based on its short-term and long-term liabilities.

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    Default Threshold

    The specific point or value where the ratio of long-term liabilities to short-term liabilities triggers a potential default.

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    Distance to Default (DD)

    A metric calculating the distance between a company's current asset value and the default point.

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    Expected Default Frequency (PD)

    The probability that a company will default on its debt obligations within a specific time period.

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    Lognormal Distribution

    A statistical distribution where the logarithm of a random variable follows a normal distribution, commonly used for asset prices.

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    EAD

    Exposure at Default - The amount of money a lender is exposed to at the time a borrower defaults. It can be expressed as a percentage of the loan or the maximum amount available on a credit line.

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    Expected Loss (EL)

    The estimated amount a lender expects to lose from a loan default. It's calculated by multiplying the Probability of Default (PD), Loss Given Default (LGD), and Exposure at Default (EAD).

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    Tenor

    The length of time a loan agreement is in effect. A longer tenor means a greater risk to the lender.

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    5 Cs of Credit Quality

    A framework used to assess a borrower's creditworthiness. They include: Character, Capital, Capacity, Collateral, and Cycle.

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    Credit Scoring Models

    Models that assign a numerical value to a firm based on financial data, predicting its likelihood of default. Often used for smaller businesses.

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    Altman Z-Score

    A financial tool used to predict bankruptcy risk. It uses five financial ratios to calculate a score, with lower scores indicating higher risk.

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    Rating System

    A system used by credit rating agencies to assess the creditworthiness of securities or entities. It uses alphanumeric grades, with AAA being the highest and D signifying default.

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    Rating Migration

    Changes in a company's credit rating over time. It's analyzed using transition matrices, which show the probability of a rating change within a specific time period.

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    What is the Merton model? (option-theoretic approach)

    It's a structural model that uses option pricing theory to determine the probability of a company defaulting on its debt. It views the firm's debt as a put option and equity as a call option.

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    What is the major assumption of the Merton model?

    The Merton model assumes that a company's assets follow a lognormal distribution, meaning that the logarithm of the asset value is normally distributed.

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    What is the formula for calculating the probability of default (PD) in the Merton model?

    The formula for calculating PD is derived from the Black-Scholes-Merton (BSM) option pricing model and uses the cumulative normal distribution function. It relates the firm's value, face value of the debt, maturity, volatility, and risk-free rate.

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    What are the limitations of the Merton model?

    The Merton model assumes a simplified financial structure (one debt issue and one equity issue) and ignores multiple debt maturities, complex capital structures, and the possibility of negotiations between debt and equity holders.

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    How does the KMV model address the limitations of the Merton model?

    The KMV model addresses some of the Merton model's limitations by using historical data and market information to estimate the firm's value, considering multiple debt instruments, and allowing for flexibility in the debt maturity structure.

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    What is the key difference between the Merton and KMV models?

    The Merton model assumes a lognormal distribution for asset values and relies on theoretical assumptions, while the KMV model uses market data and historical information to estimate the probability of default.

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    What is 'N' in the PD formula?

    N represents the cumulative normal distribution function, which calculates the probability that a random variable (like asset value) will be less than or equal to a given value. It is essential for calculating the chances of default.

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    What is the significance of the PD formula in the Merton model?

    The PD formula is the core of the Merton model, allowing us to calculate the probability of default at a specific point in time based on the firm's current value, debt structure, and market conditions. This is a key input for risk management and credit analysis.

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    Credit Decision

    The process of deciding whether or not to extend credit to a borrower.

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    Quantitative Credit Risk Evaluation

    Using financial data and models to assess credit risk.

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    Qualitative Credit Risk Evaluation

    Using non-financial factors to assess credit risk, like the borrower's reputation or management quality.

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    Credit Risk Measurement

    Quantifying the potential loss from credit risk.

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    What is the term structure of interest?

    The relationship between interest rates and the maturities of debt instruments.

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    Expectations Theory

    The belief that interest rates reflect expectations of future changes in interest rates, influencing the shape of the yield curve.

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    Exposure at Default (EAD)

    The loss exposure may be stated as a dollar amount. It represents the amount of money a lender is exposed to at the time a borrower defaults.

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    Default Point

    The point at which a company is considered likely to default, determined by the ratio of its long-term and short-term liabilities.

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    How does DD relate to PD?

    DD is used to calculate PD. A larger DD indicates a lower PD, meaning the company is less likely to default.

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    Merton Model

    A structural model that uses option pricing theory to determine the probability of a company defaulting on its debt. It views the firm's debt as a put option and equity as a call option.

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    How does the Merton model calculate the Probability of Default (PD)?

    The Merton model uses the Black-Scholes-Merton (BSM) option pricing model to calculate the probability of default. It uses the firm's value, face value of the debt, maturity, volatility, and risk-free rate.

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    What are the key assumptions of the Merton model?

    The Merton model assumes a simplified financial structure where there is only one debt issue and one equity issue, the debt is in the form of a zero-coupon bond, and default can only occur at the maturity date. It also assumes that the value of the firm is observable and follows a lognormal distribution, the risk-free interest rate is constant through time, and there is no negotiation between equity and bondholders.

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    What is the KMV model?

    The KMV model addresses some of the Merton model's limitations by using historical data and market information to estimate the firm's value. It considers multiple debt instruments and allows for flexibility in the debt maturity structure.

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    What is the difference between the Merton and KMV models?

    The Merton model assumes a lognormal distribution for asset values and relies on theoretical assumptions. The KMV model uses market data and historical information to estimate the probability of default.

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    Study Notes

    Credit Risk

    • Credit risk is the probability that a borrower will not repay a loan according to the agreed terms.
    • Key participants include the borrower (obligor, counterparty), and the lender (creditor, obligee).
    • Credit risk can result from:
      • Default on a financial obligation
      • Increased probability of default
      • More severe loss than expected due to higher exposure at the time of default
      • More severe loss than expected due to lower recovery at the time of default
      • Default on payment for goods or services already delivered (settlement risk)

    Financial Risks: A Helicopter View

    • Financial risks are categorized for overview.
    • The risk management process has five steps:
      • Identifying risks
      • Quantifying and estimating risk exposure or determining appropriate risk transfer methods
      • Determining the collective effects of risks or performing a cost-benefit analysis on risk transfer methods
      • Creating a risk mitigation strategy (avoid, transfer, mitigate, or accept)
      • Assessing performance and adjusting the risk mitigation strategy as needed.

    Key Risk Classes

    • Market Risk: considers how changes in market prices and rates lead to investment losses.

      • Subtypes:
        • Interest rate risk: the risk that an investment's value changes due to interest rate fluctuations (absolute level, spread between rates, yield curve shape).
        • Equity price risk: general market risk and entity-specific risks (unique factors impacting the entity).
        • Foreign exchange risk: monetary losses arising from unhedged or partially hedged foreign currency dealings.
        • Commodity price risk: price volatility of commodities (metals, agriculture, energy, etc.).
    • Credit Risk: a loss if a counterparty fails to meet financial obligations defined by a contract.

      • Subtypes:
        • Default risk: non-payment of interest and/or principal on a loan.
        • Bankruptcy risk: insufficient collateral value to cover losses from default.
        • Downgrade risk: decreased creditworthiness due to recent financial performance.
        • Settlement risk: the risk that a party will not fulfil payment obligations at the settlement date.
    • Liquidity Risk: the inability to meet obligations due to insufficient cash or easily transferrable assets.

      • Subtypes:
        • Funding liquidity risk: difficulty meeting debt payments or refinancing.
        • Trading liquidity risk: inability to buy or sell securities at market price due to a lack of counterparties.
    • Operational Risk: risk from non-financial factors.

      • This includes: inadequate computer systems, poor internal controls, incompetent management, fraud, human error, and natural disasters.

    Term Structure of Interest (Yield Curve)

    • The term structure of interest (yield curve) is the relationship between interest rates and debt instruments with varying maturities.
    • Interest rates change on a debt security or loan depending on maturity.
    • Liquidity preference theory suggests that long-term investments offer higher yields to compensate for their reduced liquidity compared to short-term investments.
    • Expectations theory suggests that current interest rates reflect expectations for future interest rate changes.
    • Market Segmentation theory suggests that different market segments have varying investment preferences and expectations. Government policy also influences interest rates.

    Credit Risk: A Broader View

    • Credit Risk Evaluation: Qualitative and quantitative methods.

      • Qualitative: assesses willingness to pay through face-to-face meetings, info gathering, etc. (SUBJECTIVE)
      • Quantitative: assesses capacity to pay using financial statements analysis. (LIMITATIONS: historical data, projections)
    • Probability of Default (PD): Likelihood a borrower will default; a probability of default.

    • Loss Given Default (LGD): Expected percentage loss if a borrower defaults; percentage of loss given default.

    • Exposure at Default (EAD): Monetary value of the loan or maximum credit limit.

    • Expected Loss (EL): Calculated by multiplying PD, LGD, and EAD.

    • Time Horizon (Tenor): Longer periods mean greater lender risk.

    Methods for Computing Default Risk

    • Expert System: assessing credit quality based on the 5Cs (character, capital, capacity, collateral, cycle).

    • Credit Scoring Models (Beaver, Altman): numerical values to predict default likelihood, often used for small/private firms (limitations: linearity, balance-sheet data). Altman's Z-score is a linear discriminant analysis used widely.

    • Option-Theoretic Models (e.g., Merton Model): models based on option pricing theory, used to estimate default probability. Merton models consider a single zero-coupon bond issue; the firm’s assets are the underlying assets.

    • KMV Model: addresses limitations of the Merton model by considering multiple debt maturities and more realistic economic factors. Calculating a default threshold according to the ratio of long-term and short-term liabilities to determine the likelihood of the business defaulting.

    • Distance to Default (DD): measures the difference between expected asset value and default threshold in calculating the probability of default in KMV models.

    • Rating Systems: Credit rating agencies assign alphanumeric grades representing creditworthiness of securities or entities. AAA is the highest rating, and D is indicative of default. There are important transition matrices that depict the probability of a rating change over time; showing the likelihood of rating migrations.

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    This quiz covers the fundamentals of credit risk, focusing on the roles of borrowers and lenders. It explores various aspects of financial risks, including risk identification, exposure estimation, and mitigation strategies. Test your knowledge on these essential financial concepts!

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