CRO CRO Quantitative Risk Modeling & Analytics 2

Question 1

Stress testing in risk management is BEST described as:

Accepted Answer

Evaluating the impact of extreme but plausible adverse scenarios on an organization's risk exposure

Answer

Stress testing evaluates how a portfolio or organization would perform under severe but plausible conditions that go beyond normal statistical assumptions.

Question 2

In credit risk modeling, 'Loss Given Default' (LGD) measures:

Accepted Answer

The proportion of exposure that is lost if a borrower defaults, after recovery

Answer

LGD represents the fraction of the total credit exposure that is ultimately lost following default, net of any recoveries from collateral or legal proceedings.

Question 3

Which risk model validation activity is considered MOST critical per U.S. regulatory guidance (OCC SR 11-7)?

Accepted Answer

Independent review of model conceptual soundness, data quality, and outcomes analysis

Answer

SR 11-7 guidance specifies that effective model validation must independently assess conceptual soundness, data integrity, and ongoing performance monitoring.

Question 4

A CRO reviewing a credit scorecard notices the Gini coefficient has declined significantly over the past year. This MOST likely indicates:

Accepted Answer

The model's discriminatory power between good and bad credits has weakened

Answer

The Gini coefficient measures a credit model's ability to discriminate between defaulters and non-defaulters; a declining Gini signals the model has lost predictive power.

Question 5

What distinguishes a 'fat-tailed' distribution from a normal distribution in the context of risk modeling?

Accepted Answer

Fat-tailed distributions assign higher probabilities to extreme outcomes than the normal distribution

Answer

Fat-tailed distributions have heavier tails than the normal distribution, meaning extreme losses occur more frequently than normal distribution assumptions would predict.

(CRO) Chief Risk Officer Certification Practice Test

(CRO) Chief Risk Officer Certification Practice Test

CRO CRO Quantitative Risk Modeling & Analytics 2