Consider a Linear Regression Model Where Y Represents the Response $\hat{y}$

Multiple Choice

Consider a linear regression model where y represents the response variable and d₁ and d₂ represent two dummy variables. The model is estimated as $\hat{y}$ = -2.53 + 2.04x + 4.20d₁ - 2.86d₂ + 0.68d₁d₂. Compute $\hat{y}$ for x = 3, d₁ = 1, and d₂ = 0.

A) 13.53
B) 3.71
C) 12.85
D) 7.79