(a) Verify that fx,y is indeed a probability density function. (b) Find the marginal probability density function fx and state the name of the distribution of X. (c) Find the conditional probability density function fy|x=z-

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Question 1
function given by
Suppose that X and Y have a joint probability density
S7e-z-Ty
fxy(x, y) =
if x, y ≥ 0
otherwise
(a) Verify that fx,y is indeed a probability density function.
(b) Find the marginal probability density function fx and state the name of the
distribution of X.
(c) Find the conditional probability density function fy|x=z-
(d) Are the random variables X and Y independent? Justify your answer.
(e) Let another probabilty density fx,y be given by
- {0.-(√2+
Sce-(√²+√²+2√ZY
fx,y(x, y) =
if x ≥ y ≥ 0
otherwise
Determine the normalization constant c in this case. Are X and Y statistically
independent? Justify your answer.
Transcribed Image Text:Question 1 function given by Suppose that X and Y have a joint probability density S7e-z-Ty fxy(x, y) = if x, y ≥ 0 otherwise (a) Verify that fx,y is indeed a probability density function. (b) Find the marginal probability density function fx and state the name of the distribution of X. (c) Find the conditional probability density function fy|x=z- (d) Are the random variables X and Y independent? Justify your answer. (e) Let another probabilty density fx,y be given by - {0.-(√2+ Sce-(√²+√²+2√ZY fx,y(x, y) = if x ≥ y ≥ 0 otherwise Determine the normalization constant c in this case. Are X and Y statistically independent? Justify your answer.
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