Finding the law of X - Y when X and Y are not independent
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I have the following joint density: $$ f_{X,Y}(x,y) =frac{2}{(1+x)^3} (0<y<x) $$
I want to find the density of X - Y. Now, I found that $f_X(x) = frac{1}{x} (0<x<infty)$ and $ f_Y(y) = mathbb{1} (0,x)$, so X and Y are not independent.
I want to use the following formula that gives me the density function of Z = X + Y:
$$ f_Z(z) = int f_{X,Y}(x,z-x)dx $$
However I am not sure how should I change it to get the density of X - Y. I tried using $x - z$ instead of $z-x$ but it does not work.
Any hint?
probability density-function
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add a comment |
$begingroup$
I have the following joint density: $$ f_{X,Y}(x,y) =frac{2}{(1+x)^3} (0<y<x) $$
I want to find the density of X - Y. Now, I found that $f_X(x) = frac{1}{x} (0<x<infty)$ and $ f_Y(y) = mathbb{1} (0,x)$, so X and Y are not independent.
I want to use the following formula that gives me the density function of Z = X + Y:
$$ f_Z(z) = int f_{X,Y}(x,z-x)dx $$
However I am not sure how should I change it to get the density of X - Y. I tried using $x - z$ instead of $z-x$ but it does not work.
Any hint?
probability density-function
$endgroup$
add a comment |
$begingroup$
I have the following joint density: $$ f_{X,Y}(x,y) =frac{2}{(1+x)^3} (0<y<x) $$
I want to find the density of X - Y. Now, I found that $f_X(x) = frac{1}{x} (0<x<infty)$ and $ f_Y(y) = mathbb{1} (0,x)$, so X and Y are not independent.
I want to use the following formula that gives me the density function of Z = X + Y:
$$ f_Z(z) = int f_{X,Y}(x,z-x)dx $$
However I am not sure how should I change it to get the density of X - Y. I tried using $x - z$ instead of $z-x$ but it does not work.
Any hint?
probability density-function
$endgroup$
I have the following joint density: $$ f_{X,Y}(x,y) =frac{2}{(1+x)^3} (0<y<x) $$
I want to find the density of X - Y. Now, I found that $f_X(x) = frac{1}{x} (0<x<infty)$ and $ f_Y(y) = mathbb{1} (0,x)$, so X and Y are not independent.
I want to use the following formula that gives me the density function of Z = X + Y:
$$ f_Z(z) = int f_{X,Y}(x,z-x)dx $$
However I am not sure how should I change it to get the density of X - Y. I tried using $x - z$ instead of $z-x$ but it does not work.
Any hint?
probability density-function
probability density-function
asked Jan 26 at 12:39
qcc101qcc101
627213
627213
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1 Answer
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No need to write down marginal densities. $P(X-Yleq t) =int _0^{infty} int _y ^{y+t} frac 2 {(1+x)^{3}} dx dy=1-frac 1 {1+t}$ for $t geq 0$ and $0$ for $t <0$. Hence the density of $X-Y$ is $frac 1 {(1+t)^{2}}, 0<t<infty$. [ To get the limits for integration note that When $t >0$, $x-y < t$ and $0 <y<x$ are equivalent to $y<x<y+t$ and $ x >0$
$endgroup$
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
add a comment |
Your Answer
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1 Answer
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1 Answer
1
active
oldest
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active
oldest
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active
oldest
votes
$begingroup$
No need to write down marginal densities. $P(X-Yleq t) =int _0^{infty} int _y ^{y+t} frac 2 {(1+x)^{3}} dx dy=1-frac 1 {1+t}$ for $t geq 0$ and $0$ for $t <0$. Hence the density of $X-Y$ is $frac 1 {(1+t)^{2}}, 0<t<infty$. [ To get the limits for integration note that When $t >0$, $x-y < t$ and $0 <y<x$ are equivalent to $y<x<y+t$ and $ x >0$
$endgroup$
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
add a comment |
$begingroup$
No need to write down marginal densities. $P(X-Yleq t) =int _0^{infty} int _y ^{y+t} frac 2 {(1+x)^{3}} dx dy=1-frac 1 {1+t}$ for $t geq 0$ and $0$ for $t <0$. Hence the density of $X-Y$ is $frac 1 {(1+t)^{2}}, 0<t<infty$. [ To get the limits for integration note that When $t >0$, $x-y < t$ and $0 <y<x$ are equivalent to $y<x<y+t$ and $ x >0$
$endgroup$
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
add a comment |
$begingroup$
No need to write down marginal densities. $P(X-Yleq t) =int _0^{infty} int _y ^{y+t} frac 2 {(1+x)^{3}} dx dy=1-frac 1 {1+t}$ for $t geq 0$ and $0$ for $t <0$. Hence the density of $X-Y$ is $frac 1 {(1+t)^{2}}, 0<t<infty$. [ To get the limits for integration note that When $t >0$, $x-y < t$ and $0 <y<x$ are equivalent to $y<x<y+t$ and $ x >0$
$endgroup$
No need to write down marginal densities. $P(X-Yleq t) =int _0^{infty} int _y ^{y+t} frac 2 {(1+x)^{3}} dx dy=1-frac 1 {1+t}$ for $t geq 0$ and $0$ for $t <0$. Hence the density of $X-Y$ is $frac 1 {(1+t)^{2}}, 0<t<infty$. [ To get the limits for integration note that When $t >0$, $x-y < t$ and $0 <y<x$ are equivalent to $y<x<y+t$ and $ x >0$
answered Jan 26 at 12:57


Kavi Rama MurthyKavi Rama Murthy
69k53169
69k53169
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
add a comment |
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
$begingroup$
I see. Can I say that X - Y and Y are not independent even though they have the same law because X and Y are not independent?
$endgroup$
– qcc101
Jan 26 at 13:28
add a comment |
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