JOINT DISTRIBUTIONS 181 TABLE 5.5 xly 3 4 0. 0. 0. 1/35 1 12/35 0. 0. 18/35 010 4/35 0. 2. In conducting an experiment in the laboratory, temperature gauges are to be used at four junction points in the equipment setup. These four gauges are ran- domly selected from a bin containing seven such gauges. Unknown to the sci- entist, three of the seven gauges give improper temperature readings. Let X denote the number of defective gauges selected and Y the number of nondefec- tive gauges selected. The joint density for (X, Y) is given in Table 5.5. o (a) The values given in Table 5.5 can be derived by realizing that the random variable X is hypergeometric. Use the results of Sec. 3.7 to verify the val- ues given in Table 5.5. (b) Find the marginal densities for both X and Y. What type of random variable is Y? (c) Intuitively speaking, are X and Y independent? Justify your answer mathe- matically. 3. The joint density for (X, Y) is given by fxy (x, y) = 1/n² x = 1, 2, 3, . . .,n y = 1, 2, 3, . .., n (a) Verify that fyy (x, y) satisfies the conditions necessary to be a density. (b) Find the marginal densities for X and Y. (c) Are X and Y independent? . The joint density for (X, Y) is given by

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JOINT DISTRIBUTIONS 181
TABLE 5.5
xly
3
4
0.
0.
0.
1/35
1
12/35
0.
0.
18/35
010
4/35
0.
2. In conducting an experiment in the laboratory, temperature gauges are to be
used at four junction points in the equipment setup. These four gauges are ran-
domly selected from a bin containing seven such gauges. Unknown to the sci-
entist, three of the seven gauges give improper temperature readings. Let X
denote the number of defective gauges selected and Y the number of nondefec-
tive gauges selected. The joint density for (X, Y) is given in Table 5.5.
o (a) The values given in Table 5.5 can be derived by realizing that the random
variable X is hypergeometric. Use the results of Sec. 3.7 to verify the val-
ues given in Table 5.5.
(b) Find the marginal densities for both X and Y. What type of random variable
is Y?
(c) Intuitively speaking, are X and Y independent? Justify your answer mathe-
matically.
3. The joint density for (X, Y) is given by
fxy (x, y) = 1/n²
x = 1, 2, 3, . . .,n
y = 1, 2, 3, . .., n
(a) Verify that fyy (x, y) satisfies the conditions necessary to be a density.
(b) Find the marginal densities for X and Y.
(c) Are X and Y independent?
. The joint density for (X, Y) is given by
<r<n.
na positive integer
2.
00000
23
Transcribed Image Text:JOINT DISTRIBUTIONS 181 TABLE 5.5 xly 3 4 0. 0. 0. 1/35 1 12/35 0. 0. 18/35 010 4/35 0. 2. In conducting an experiment in the laboratory, temperature gauges are to be used at four junction points in the equipment setup. These four gauges are ran- domly selected from a bin containing seven such gauges. Unknown to the sci- entist, three of the seven gauges give improper temperature readings. Let X denote the number of defective gauges selected and Y the number of nondefec- tive gauges selected. The joint density for (X, Y) is given in Table 5.5. o (a) The values given in Table 5.5 can be derived by realizing that the random variable X is hypergeometric. Use the results of Sec. 3.7 to verify the val- ues given in Table 5.5. (b) Find the marginal densities for both X and Y. What type of random variable is Y? (c) Intuitively speaking, are X and Y independent? Justify your answer mathe- matically. 3. The joint density for (X, Y) is given by fxy (x, y) = 1/n² x = 1, 2, 3, . . .,n y = 1, 2, 3, . .., n (a) Verify that fyy (x, y) satisfies the conditions necessary to be a density. (b) Find the marginal densities for X and Y. (c) Are X and Y independent? . The joint density for (X, Y) is given by <r<n. na positive integer 2. 00000 23
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