Sum of 2 Independent RVs Let X∼N(μ1,σ12) Y∼N(μ2,σ22) X,Y are independent. Then X+Y∼N(μ1+μ2,σ12+σ22). https://en.wikipedia.org/wiki/Sum_of_normally_distributed_random_variables