Sum of Independent Normals

$X \sim N (μ_{1}, σ_{1}^{2})$ and $Y \sim N (μ_{2}, σ_{2}^{2})$ are independent. What is the distribution of $X + Y$ ?

Quant interview-style problem · QS-D011

Your answer

Think first. Use hints deliberately. Study the reasoning only when you need it.