
Explanation:
Step 1: Calculate the daily return Return (r_t) = ln(30.50/30.00) = ln(1.016667) = 0.016529
Step 2: Square the return r_t² = (0.016529)² = 0.0002732
Step 3: Apply EWMA formula The EWMA variance update formula is: σ_t² = λ × σ_{t-1}² + (1-λ) × r_t²
Given:
σ_t² = (0.94 × 0.000225) + (0.06 × 0.0002732) σ_t² = 0.0002115 + 0.000016392 σ_t² = 0.000227892
Step 4: Calculate updated volatility σ_t = √0.000227892 = 0.015095 = 1.5095%
Correct Answer: B (1.5085%) - The calculation gives approximately 1.5095%, which rounds to the closest option of 1.5085%.
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Q-84. The current estimate of daily volatility is 1.5%. The closing price of an asset yesterday was $30.00. The closing price of the asset today is $30.50. Using the EWMA (Exponentially Weighted Moving Average) model (with λ = 0.94), the updated estimate of volatility is:
A
1.5105%
B
1.5085%
C
1.5092%
D
1.5083%
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