Question: a) The probability density function of compound random variables X and Y is given below. X & Y 0 1 2 0 0.1 2 0.4

a) The probability density function of compound random variables X and Y is given below.

X & Y 0 1 2
0

0.1

2

0.4

2

0.0

6

1

0.2

1

0.0

6

0.0

3

2 0.07 0.02

0.0

1

Accordingly, the expected value, variance and calculate the standard deviation; 3. moment (3 = 0.0001) arithmetic measure the asymmetry relative to the average (a3 ) and 4th moment ( 4 = 0.006) arithmetic kurtosis measure relative to the mean (a4 ). Find and comment. Then, to determine whether variables X and Y are independent. Find the covariance (Cov (X, Y)) and Pearson correlation coefficient (pxy ).

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