$P(2X+2Y=28)$ Poisson Variable Distribution
$begingroup$
Let $X$ be a random poisson variable with the parameter $5$, let $Y$ be a random poisson variable with the parameter $10$. $X, Y$ are independent of each other.
What is the probability that $2(X+Y) = 28?$
My Approach
Let $Z=2(X+Y)$
Since $X$ and $Y$ are indepenent variables and and indepedent on each other, $Z$ is a poisson random variable with the parameter $lambda_Z = lambda_X + lambda_Y = 15$.
Therefore we can use the poisson probability function -
$$P(Z=28)=P(2X+2Y=28) = e^{-15} cdot frac{15^{28}}{28!} = 0.00085$$
However I'm afraid I'm wrong here. What do I do with the $2$ here? If I had only $X+Y$ I would be pretty sure I'm right, but I am not sure.
Should I multiplie the result on $2$?
Thank you!
probability random-variables poisson-distribution
$endgroup$
add a comment |
$begingroup$
Let $X$ be a random poisson variable with the parameter $5$, let $Y$ be a random poisson variable with the parameter $10$. $X, Y$ are independent of each other.
What is the probability that $2(X+Y) = 28?$
My Approach
Let $Z=2(X+Y)$
Since $X$ and $Y$ are indepenent variables and and indepedent on each other, $Z$ is a poisson random variable with the parameter $lambda_Z = lambda_X + lambda_Y = 15$.
Therefore we can use the poisson probability function -
$$P(Z=28)=P(2X+2Y=28) = e^{-15} cdot frac{15^{28}}{28!} = 0.00085$$
However I'm afraid I'm wrong here. What do I do with the $2$ here? If I had only $X+Y$ I would be pretty sure I'm right, but I am not sure.
Should I multiplie the result on $2$?
Thank you!
probability random-variables poisson-distribution
$endgroup$
2
$begingroup$
$$2x+2y=28 iff x+y=14$$
$endgroup$
– rlartiga
Jan 2 at 18:25
$begingroup$
So my final result should be multiplied by 2?
$endgroup$
– Alan
Jan 2 at 18:25
1
$begingroup$
no just calculate the probability of $X+Y$ equal to $14$
$endgroup$
– rlartiga
Jan 2 at 18:29
$begingroup$
Or look it in this way $Z=X+Y$ so you are asked to find the probability of $2Z=28$
$endgroup$
– rlartiga
Jan 2 at 18:37
$begingroup$
If $X, Y$ are independent Poisson, then $2(X+Y)$ is not Poisson, since its value is always an even integer (but Poisson variables might be odd).
$endgroup$
– Michael
Jan 2 at 18:42
add a comment |
$begingroup$
Let $X$ be a random poisson variable with the parameter $5$, let $Y$ be a random poisson variable with the parameter $10$. $X, Y$ are independent of each other.
What is the probability that $2(X+Y) = 28?$
My Approach
Let $Z=2(X+Y)$
Since $X$ and $Y$ are indepenent variables and and indepedent on each other, $Z$ is a poisson random variable with the parameter $lambda_Z = lambda_X + lambda_Y = 15$.
Therefore we can use the poisson probability function -
$$P(Z=28)=P(2X+2Y=28) = e^{-15} cdot frac{15^{28}}{28!} = 0.00085$$
However I'm afraid I'm wrong here. What do I do with the $2$ here? If I had only $X+Y$ I would be pretty sure I'm right, but I am not sure.
Should I multiplie the result on $2$?
Thank you!
probability random-variables poisson-distribution
$endgroup$
Let $X$ be a random poisson variable with the parameter $5$, let $Y$ be a random poisson variable with the parameter $10$. $X, Y$ are independent of each other.
What is the probability that $2(X+Y) = 28?$
My Approach
Let $Z=2(X+Y)$
Since $X$ and $Y$ are indepenent variables and and indepedent on each other, $Z$ is a poisson random variable with the parameter $lambda_Z = lambda_X + lambda_Y = 15$.
Therefore we can use the poisson probability function -
$$P(Z=28)=P(2X+2Y=28) = e^{-15} cdot frac{15^{28}}{28!} = 0.00085$$
However I'm afraid I'm wrong here. What do I do with the $2$ here? If I had only $X+Y$ I would be pretty sure I'm right, but I am not sure.
Should I multiplie the result on $2$?
Thank you!
probability random-variables poisson-distribution
probability random-variables poisson-distribution
edited Jan 2 at 18:44
rlartiga
3,9351924
3,9351924
asked Jan 2 at 18:15
AlanAlan
1,3841021
1,3841021
2
$begingroup$
$$2x+2y=28 iff x+y=14$$
$endgroup$
– rlartiga
Jan 2 at 18:25
$begingroup$
So my final result should be multiplied by 2?
$endgroup$
– Alan
Jan 2 at 18:25
1
$begingroup$
no just calculate the probability of $X+Y$ equal to $14$
$endgroup$
– rlartiga
Jan 2 at 18:29
$begingroup$
Or look it in this way $Z=X+Y$ so you are asked to find the probability of $2Z=28$
$endgroup$
– rlartiga
Jan 2 at 18:37
$begingroup$
If $X, Y$ are independent Poisson, then $2(X+Y)$ is not Poisson, since its value is always an even integer (but Poisson variables might be odd).
$endgroup$
– Michael
Jan 2 at 18:42
add a comment |
2
$begingroup$
$$2x+2y=28 iff x+y=14$$
$endgroup$
– rlartiga
Jan 2 at 18:25
$begingroup$
So my final result should be multiplied by 2?
$endgroup$
– Alan
Jan 2 at 18:25
1
$begingroup$
no just calculate the probability of $X+Y$ equal to $14$
$endgroup$
– rlartiga
Jan 2 at 18:29
$begingroup$
Or look it in this way $Z=X+Y$ so you are asked to find the probability of $2Z=28$
$endgroup$
– rlartiga
Jan 2 at 18:37
$begingroup$
If $X, Y$ are independent Poisson, then $2(X+Y)$ is not Poisson, since its value is always an even integer (but Poisson variables might be odd).
$endgroup$
– Michael
Jan 2 at 18:42
2
2
$begingroup$
$$2x+2y=28 iff x+y=14$$
$endgroup$
– rlartiga
Jan 2 at 18:25
$begingroup$
$$2x+2y=28 iff x+y=14$$
$endgroup$
– rlartiga
Jan 2 at 18:25
$begingroup$
So my final result should be multiplied by 2?
$endgroup$
– Alan
Jan 2 at 18:25
$begingroup$
So my final result should be multiplied by 2?
$endgroup$
– Alan
Jan 2 at 18:25
1
1
$begingroup$
no just calculate the probability of $X+Y$ equal to $14$
$endgroup$
– rlartiga
Jan 2 at 18:29
$begingroup$
no just calculate the probability of $X+Y$ equal to $14$
$endgroup$
– rlartiga
Jan 2 at 18:29
$begingroup$
Or look it in this way $Z=X+Y$ so you are asked to find the probability of $2Z=28$
$endgroup$
– rlartiga
Jan 2 at 18:37
$begingroup$
Or look it in this way $Z=X+Y$ so you are asked to find the probability of $2Z=28$
$endgroup$
– rlartiga
Jan 2 at 18:37
$begingroup$
If $X, Y$ are independent Poisson, then $2(X+Y)$ is not Poisson, since its value is always an even integer (but Poisson variables might be odd).
$endgroup$
– Michael
Jan 2 at 18:42
$begingroup$
If $X, Y$ are independent Poisson, then $2(X+Y)$ is not Poisson, since its value is always an even integer (but Poisson variables might be odd).
$endgroup$
– Michael
Jan 2 at 18:42
add a comment |
1 Answer
1
active
oldest
votes
$begingroup$
If $X$ and $Y$ have Poisson-distribution with rates $lambda_X$, $lambda_Y$ and are independent then $X+Y$ has Poisson-distribution with rate $lambda_X+lambda_Y$.
This can be exploited to find: $$P(2(X+Y)=28)=P(X+Y=14)$$
Observe for $Z:=2(X+Y)$ we have $P(Z=n)=0$ if $n$ is odd, showing that it has not Poisson-distribution.
$endgroup$
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
add a comment |
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$begingroup$
If $X$ and $Y$ have Poisson-distribution with rates $lambda_X$, $lambda_Y$ and are independent then $X+Y$ has Poisson-distribution with rate $lambda_X+lambda_Y$.
This can be exploited to find: $$P(2(X+Y)=28)=P(X+Y=14)$$
Observe for $Z:=2(X+Y)$ we have $P(Z=n)=0$ if $n$ is odd, showing that it has not Poisson-distribution.
$endgroup$
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
add a comment |
$begingroup$
If $X$ and $Y$ have Poisson-distribution with rates $lambda_X$, $lambda_Y$ and are independent then $X+Y$ has Poisson-distribution with rate $lambda_X+lambda_Y$.
This can be exploited to find: $$P(2(X+Y)=28)=P(X+Y=14)$$
Observe for $Z:=2(X+Y)$ we have $P(Z=n)=0$ if $n$ is odd, showing that it has not Poisson-distribution.
$endgroup$
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
add a comment |
$begingroup$
If $X$ and $Y$ have Poisson-distribution with rates $lambda_X$, $lambda_Y$ and are independent then $X+Y$ has Poisson-distribution with rate $lambda_X+lambda_Y$.
This can be exploited to find: $$P(2(X+Y)=28)=P(X+Y=14)$$
Observe for $Z:=2(X+Y)$ we have $P(Z=n)=0$ if $n$ is odd, showing that it has not Poisson-distribution.
$endgroup$
If $X$ and $Y$ have Poisson-distribution with rates $lambda_X$, $lambda_Y$ and are independent then $X+Y$ has Poisson-distribution with rate $lambda_X+lambda_Y$.
This can be exploited to find: $$P(2(X+Y)=28)=P(X+Y=14)$$
Observe for $Z:=2(X+Y)$ we have $P(Z=n)=0$ if $n$ is odd, showing that it has not Poisson-distribution.
answered Jan 2 at 18:44
drhabdrhab
99.9k544130
99.9k544130
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
add a comment |
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
Thank you! got it.
$endgroup$
– Alan
Jan 2 at 18:45
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
$begingroup$
You are welcome.
$endgroup$
– drhab
Jan 2 at 18:46
add a comment |
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2
$begingroup$
$$2x+2y=28 iff x+y=14$$
$endgroup$
– rlartiga
Jan 2 at 18:25
$begingroup$
So my final result should be multiplied by 2?
$endgroup$
– Alan
Jan 2 at 18:25
1
$begingroup$
no just calculate the probability of $X+Y$ equal to $14$
$endgroup$
– rlartiga
Jan 2 at 18:29
$begingroup$
Or look it in this way $Z=X+Y$ so you are asked to find the probability of $2Z=28$
$endgroup$
– rlartiga
Jan 2 at 18:37
$begingroup$
If $X, Y$ are independent Poisson, then $2(X+Y)$ is not Poisson, since its value is always an even integer (but Poisson variables might be odd).
$endgroup$
– Michael
Jan 2 at 18:42