joint pdf of two random variables X and Y: [Ax, 0≤x≤ 1,0 ≤ y ≤ 2x 0, otherwise f(x, y) = = Suppose an analyst observes a particular outcome o, yo drawn from the joint pdf above. We are told the value ofro and asked to "guess" the value of the accompanying yo. True or false: knowing the value ofro is useless for guessing the value of yo? Provide an intuitive explanation, using graphs if necessary. Provide an intuitive counter-example to your answer (showing the support of the counter-example joint pdf). Show that A = Derive f(x) and compute E(X) and o Derive f(y) and compute E(Y) and o Derive f(yl) and compute E(YX). Based on your answer for E(YX) do you think the two random variables X, Y are statistically independent? Use another method (besides the one in part (e)) to see whether X and Y are statistically independent (or dependent) random variables. Prove that E[XY] = Ex[X · E[Y|X]] and use this to compute E[XY].

Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
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Chapter10: Statistics
Section10.3: Measures Of Spread
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joint pdf of two random variables X and Y:
JAx, 0≤x≤1,0 ≤ y ≤ 2x
0, otherwise
f(x, y) =
=
Suppose an analyst observes a particular outcome ro, yo drawn from the joint pdf above. We
are told the value ofro and asked to "guess" the value of the accompanying yo. True or false:
knowing the value ofro is useless for guessing the value of yo? Provide an intuitive explanation,
using graphs if necessary. Provide an intuitive counter-example to your answer (showing the
support of the counter-example joint pdf).
Show that A =
Derive f(x) and compute E(X) and 02/
Derive f(y) and compute E(Y) and o
Derive f(yl) and compute E(YX). Based on your answer for E(YX) do you think the two
random variables X, Y are statistically independent?
Use another method (besides the one in part (e)) to see whether X and Y are statistically
independent (or dependent) random variables.
Prove that E[XY] = Ex[X · E[Y|X]] and use this to compute E[XY].
Transcribed Image Text:joint pdf of two random variables X and Y: JAx, 0≤x≤1,0 ≤ y ≤ 2x 0, otherwise f(x, y) = = Suppose an analyst observes a particular outcome ro, yo drawn from the joint pdf above. We are told the value ofro and asked to "guess" the value of the accompanying yo. True or false: knowing the value ofro is useless for guessing the value of yo? Provide an intuitive explanation, using graphs if necessary. Provide an intuitive counter-example to your answer (showing the support of the counter-example joint pdf). Show that A = Derive f(x) and compute E(X) and 02/ Derive f(y) and compute E(Y) and o Derive f(yl) and compute E(YX). Based on your answer for E(YX) do you think the two random variables X, Y are statistically independent? Use another method (besides the one in part (e)) to see whether X and Y are statistically independent (or dependent) random variables. Prove that E[XY] = Ex[X · E[Y|X]] and use this to compute E[XY].
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