4.72 Find some variances and standard deviations. Suppose that X is a random variable with mean 30 and standard deviation 4. Also suppose that Y is a random variable with mean 50 and standard deviation 8. Assume that the correlation between X and Y is zero. Find the variance and the standard deviation of the random variable Z for each of the following cases. Be sure to show your work.

  1. (a) Z = 35 − 10X.

  2. (b) Z = 12X − 5.

  3. (c) Z = X + Y.

  4. (d) Z = XY.

  5. (e) Z = −2X + 2Y.