02

(a)

We know that . Use this to find .


(b)

The marginal PMF of is given by adding up the rows corresponding to each possible value.


(c)

(1) Define the possible values of .

Since and , we have that .


(2) Define PMF of .

Go through each possible value of and see when it occurs.


(3) Substitute values in for each probability.


(d)

(1) Find


(2) Find

03

(1) Compute by summing over .


(2) Compute by summing over .

05

(a)

(1) Find the marginal PDF for by integrating the joint PDF with respect to .


(2) Find the marginal PDF for by integrating the joint PDF with respect to .


(b)

Note that the region of interest is the one above the line . Integrate the PDF over this region.

08

(1) Define and find the CDF of .


(2) Differentiate to find .

09

012
.25.5.25

10

11

(a)


(b)


(c)

0123
000
100
200

13

0.090.110.050.25
0.170.230.080.48
0.060.150.060.27
0.320.490.19

(a)


(b)

14

(a)

(1) Write desired probability in terms of values.


(2) Use lookup table to compute probability.


(b)

(1) Write desired probability in terms of values.


(2) Use lookup table to compute probability.


(c)

(1) Set up conditional probability expression.


(2) Write desired probability in terms of values.


(3) Use lookup table to compute probability.