A stock solution of hydrochloric acid (HCl) supplied by a certain vendor contains small amounts of several impurities, including copper and nickel. Let X denote the amount of copper and let Y denote the amount of nickel, in parts per ten million, in a randomly selected bottle of solution. Assume that the joint probability density function of X and Y is given by { S c(x + y) 0 < x < 1 and 0 < y < 1 f(x,y) = otherwise Find the value of the constant c so that f(x,y) is a joint density function. Compute the marginal density function fx(x). a. b. Compute the conditional density function fyx(y | x). C. d. Compute the conditional expectation E(Y | X = 0.4). Are X and Y independent? Explain. e.

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter13: Probability And Calculus
Section13.3: Special Probability Density Functions
Problem 2E
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A stock solution of hydrochloric acid (HCl) supplied by a certain vendor contains small
amounts of several impurities, including copper and nickel. Let X denote the amount of
copper and let Y denote the amount of nickel, in parts per ten million, in a randomly
selected bottle of solution. Assume that the joint probability density function of X and Y is
given by
{
S c(x + y)
0 < x < 1 and 0 < y < 1
f(x,y) =
otherwise
Find the value of the constant c so that f(x,y) is a joint density function.
Compute the marginal density function fx(x).
a.
b.
Compute the conditional density function fyx(y | x).
C.
d.
Compute the conditional expectation E(Y | X = 0.4).
Are X and Y independent? Explain.
e.
Transcribed Image Text:A stock solution of hydrochloric acid (HCl) supplied by a certain vendor contains small amounts of several impurities, including copper and nickel. Let X denote the amount of copper and let Y denote the amount of nickel, in parts per ten million, in a randomly selected bottle of solution. Assume that the joint probability density function of X and Y is given by { S c(x + y) 0 < x < 1 and 0 < y < 1 f(x,y) = otherwise Find the value of the constant c so that f(x,y) is a joint density function. Compute the marginal density function fx(x). a. b. Compute the conditional density function fyx(y | x). C. d. Compute the conditional expectation E(Y | X = 0.4). Are X and Y independent? Explain. e.
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ISBN:
9780321964038
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GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:
Pearson Addison Wesley,