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A regression analysis of monthly returns of a sales company on the market return over ten years gives an intercept of β̂₀ = 0.65, the slope β̂ = 1.65. Other quantities include: s² = 20.45, σ̂ₓ² = 18.65 and μ̂ₓ = 0.61. What is the standard error estimate of β̂?
A
0.0678
B
0.0845
C
0.0953
D
0.0956
Explanation:
The standard error of the slope coefficient β̂ is calculated using the formula:
Where:
Plugging in the values:
The intercept (β̂₀ = 0.65) and mean of x (μ̂ₓ = 0.61) are not needed for this calculation. The correct answer is 0.0956.