Given a random variable X, with standard deviation , and a random variable Y = a + bX, show that if b < 0,

Given a random variable X, with standard deviation σ , and a random variable Y = a + bX, show that if b < 0, the correlation coefficient ρ = –1, and if b > 0, ρ = 1.

X XY XY