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A financial risk manager is evaluating the market risk of a portfolio using two methods: arithmetic returns under the assumption of a normal distribution and geometric returns under the assumption of a lognormal distribution. The following information has been gathered for this assessment:
Considering that daily arithmetic and geometric returns are independently and identically distributed, identify which of the following statements is correct.
Section to focus on: Market Risk Measurement and Management
Reference material: Kevin Dowd, Measuring Market Risk, 2nd Edition (West Sussex, England: John Wiley & Sons, 2005). Chapter 3, Estimating Market Risk Measures: An Introduction and Overview
Learning Objective: Calculate Value at Risk (VaR) using a parametric approach for both normal and lognormal return distributions.
A
1-day normal 95% VaR = 3.06% and 1-day lognormal 95% VaR = 4.12%
B
1-day normal 95% VaR = 3.57% and 1-day lognormal 95% VaR = 4.41%
C
1-day normal 95% VaR = 4.12% and 1-day lognormal 95% VaR = 3.57%
D
1-day normal 95% VaR = 4.46% and 1-day lognormal 95% VaR = 4.49%