Proof That Var[X + Y] = Var[X] + Var[Y] Where X And Y Are Independent Variables

Var[X] is defined as:

Similarly, Var[X + Y] is defined as:

Lets expand:

Since X + Y are independent:

Now lets cancel out 2[XY]:

Since Var[X] = E[X²]-E[X]²: