How to calculate $mathbb{P}(|U_{1} - U_{2}| < frac{1}{12})$, where $U_{i} sim mathcal{U}(0, frac{1}{2})$...












4












$begingroup$


We have a Poisson process of intensity $lambda = 4$. We have the following event:



$A$: "Two marks appear with a separation of $frac{1}{12}$ or less".



We need to calculate the probability of exactly two "marks" appearing between $0$ and $frac{1}{2}$, and $A$ ocurring at the same time. That is, the probability of exactly two marks ocurring in $(0, frac{1}{2})$ with a separation of $frac{1}{12}$ or less.



Here's how far I've gotten:



Let $N$: Number of marks between $0$ and $frac{1}{2}$. We want:
$$mathbb{P}(N=2, A) = mathbb{P}(A|N=2)mathbb{P}(N=2) $$



$Nsim Poi(frac{1}{2}4)$, so: $$mathbb{P}(N=2) = frac{2^2}{2!}e^{-2} = 2e^{-2}$$



The arrival times for a conditioned number of marks (in this case two) is $U_{1}$, and $U_{2}$, where $U_{i} sim mathcal{U}(0, frac{1}{2})$, and $U_{i}$ are independent, so:



$$mathbb{P}(A|N=2) = mathbb{P}(max(U_{1}, U_{2}) - min(U_{1}, U_{2}) < frac{1}{12}) = mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$$



This is where I'm stuck. The answer is supposed to be $frac{11}{18}e^{-2}$, so $mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$ should be $frac{11}{36}$.



Thanks.










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$endgroup$

















    4












    $begingroup$


    We have a Poisson process of intensity $lambda = 4$. We have the following event:



    $A$: "Two marks appear with a separation of $frac{1}{12}$ or less".



    We need to calculate the probability of exactly two "marks" appearing between $0$ and $frac{1}{2}$, and $A$ ocurring at the same time. That is, the probability of exactly two marks ocurring in $(0, frac{1}{2})$ with a separation of $frac{1}{12}$ or less.



    Here's how far I've gotten:



    Let $N$: Number of marks between $0$ and $frac{1}{2}$. We want:
    $$mathbb{P}(N=2, A) = mathbb{P}(A|N=2)mathbb{P}(N=2) $$



    $Nsim Poi(frac{1}{2}4)$, so: $$mathbb{P}(N=2) = frac{2^2}{2!}e^{-2} = 2e^{-2}$$



    The arrival times for a conditioned number of marks (in this case two) is $U_{1}$, and $U_{2}$, where $U_{i} sim mathcal{U}(0, frac{1}{2})$, and $U_{i}$ are independent, so:



    $$mathbb{P}(A|N=2) = mathbb{P}(max(U_{1}, U_{2}) - min(U_{1}, U_{2}) < frac{1}{12}) = mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$$



    This is where I'm stuck. The answer is supposed to be $frac{11}{18}e^{-2}$, so $mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$ should be $frac{11}{36}$.



    Thanks.










    share|cite|improve this question











    $endgroup$















      4












      4








      4


      0



      $begingroup$


      We have a Poisson process of intensity $lambda = 4$. We have the following event:



      $A$: "Two marks appear with a separation of $frac{1}{12}$ or less".



      We need to calculate the probability of exactly two "marks" appearing between $0$ and $frac{1}{2}$, and $A$ ocurring at the same time. That is, the probability of exactly two marks ocurring in $(0, frac{1}{2})$ with a separation of $frac{1}{12}$ or less.



      Here's how far I've gotten:



      Let $N$: Number of marks between $0$ and $frac{1}{2}$. We want:
      $$mathbb{P}(N=2, A) = mathbb{P}(A|N=2)mathbb{P}(N=2) $$



      $Nsim Poi(frac{1}{2}4)$, so: $$mathbb{P}(N=2) = frac{2^2}{2!}e^{-2} = 2e^{-2}$$



      The arrival times for a conditioned number of marks (in this case two) is $U_{1}$, and $U_{2}$, where $U_{i} sim mathcal{U}(0, frac{1}{2})$, and $U_{i}$ are independent, so:



      $$mathbb{P}(A|N=2) = mathbb{P}(max(U_{1}, U_{2}) - min(U_{1}, U_{2}) < frac{1}{12}) = mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$$



      This is where I'm stuck. The answer is supposed to be $frac{11}{18}e^{-2}$, so $mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$ should be $frac{11}{36}$.



      Thanks.










      share|cite|improve this question











      $endgroup$




      We have a Poisson process of intensity $lambda = 4$. We have the following event:



      $A$: "Two marks appear with a separation of $frac{1}{12}$ or less".



      We need to calculate the probability of exactly two "marks" appearing between $0$ and $frac{1}{2}$, and $A$ ocurring at the same time. That is, the probability of exactly two marks ocurring in $(0, frac{1}{2})$ with a separation of $frac{1}{12}$ or less.



      Here's how far I've gotten:



      Let $N$: Number of marks between $0$ and $frac{1}{2}$. We want:
      $$mathbb{P}(N=2, A) = mathbb{P}(A|N=2)mathbb{P}(N=2) $$



      $Nsim Poi(frac{1}{2}4)$, so: $$mathbb{P}(N=2) = frac{2^2}{2!}e^{-2} = 2e^{-2}$$



      The arrival times for a conditioned number of marks (in this case two) is $U_{1}$, and $U_{2}$, where $U_{i} sim mathcal{U}(0, frac{1}{2})$, and $U_{i}$ are independent, so:



      $$mathbb{P}(A|N=2) = mathbb{P}(max(U_{1}, U_{2}) - min(U_{1}, U_{2}) < frac{1}{12}) = mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$$



      This is where I'm stuck. The answer is supposed to be $frac{11}{18}e^{-2}$, so $mathbb{P}left(|U_{1} - U_{2}| < frac{1}{12}right)$ should be $frac{11}{36}$.



      Thanks.







      probability probability-theory probability-distributions poisson-distribution






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      edited Dec 12 '18 at 10:10









      Davide Giraudo

      127k16151264




      127k16151264










      asked Dec 11 '18 at 22:00









      Juanma EloyJuanma Eloy

      5611516




      5611516






















          2 Answers
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          $begingroup$

          Hint: saying that $U_1,U_2$ are independent uniform $[0,1/2]$ is equivalent to saying that $(U_1,U_2)$ is uniformly distributed over the square $[0,1/2]times [0,1/2]={(x,y):0le xle 1/2,0le yle 1/2}$. Draw this square, draw the region where $|x-y|le frac1{12}$, and compute the fraction of this area over the total area.






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          $endgroup$





















            2












            $begingroup$

            You can proceed e.g. as follows: Let $V_1=2U_1, V_2=2U_2$. Then $Z = |V_1-V_2|$ follows a triangular distribution with parameters $(a,b,c)=(0,1,0)$ , and you want
            $$
            mathbb{P}left{ |U_1-U_2| < frac{1}{12}right}
            = mathbb{P}left{ Z < frac{1}{6}right} = int_0^{1/6} f_Z(z)dz = int_0^{1/6} (2-2z)dz = boxed{frac{11}{36}}
            $$

            as claimed.






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              2 Answers
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              2 Answers
              2






              active

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              active

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              active

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              3












              $begingroup$

              Hint: saying that $U_1,U_2$ are independent uniform $[0,1/2]$ is equivalent to saying that $(U_1,U_2)$ is uniformly distributed over the square $[0,1/2]times [0,1/2]={(x,y):0le xle 1/2,0le yle 1/2}$. Draw this square, draw the region where $|x-y|le frac1{12}$, and compute the fraction of this area over the total area.






              share|cite|improve this answer









              $endgroup$


















                3












                $begingroup$

                Hint: saying that $U_1,U_2$ are independent uniform $[0,1/2]$ is equivalent to saying that $(U_1,U_2)$ is uniformly distributed over the square $[0,1/2]times [0,1/2]={(x,y):0le xle 1/2,0le yle 1/2}$. Draw this square, draw the region where $|x-y|le frac1{12}$, and compute the fraction of this area over the total area.






                share|cite|improve this answer









                $endgroup$
















                  3












                  3








                  3





                  $begingroup$

                  Hint: saying that $U_1,U_2$ are independent uniform $[0,1/2]$ is equivalent to saying that $(U_1,U_2)$ is uniformly distributed over the square $[0,1/2]times [0,1/2]={(x,y):0le xle 1/2,0le yle 1/2}$. Draw this square, draw the region where $|x-y|le frac1{12}$, and compute the fraction of this area over the total area.






                  share|cite|improve this answer









                  $endgroup$



                  Hint: saying that $U_1,U_2$ are independent uniform $[0,1/2]$ is equivalent to saying that $(U_1,U_2)$ is uniformly distributed over the square $[0,1/2]times [0,1/2]={(x,y):0le xle 1/2,0le yle 1/2}$. Draw this square, draw the region where $|x-y|le frac1{12}$, and compute the fraction of this area over the total area.







                  share|cite|improve this answer












                  share|cite|improve this answer



                  share|cite|improve this answer










                  answered Dec 11 '18 at 22:36









                  Mike EarnestMike Earnest

                  23.4k12051




                  23.4k12051























                      2












                      $begingroup$

                      You can proceed e.g. as follows: Let $V_1=2U_1, V_2=2U_2$. Then $Z = |V_1-V_2|$ follows a triangular distribution with parameters $(a,b,c)=(0,1,0)$ , and you want
                      $$
                      mathbb{P}left{ |U_1-U_2| < frac{1}{12}right}
                      = mathbb{P}left{ Z < frac{1}{6}right} = int_0^{1/6} f_Z(z)dz = int_0^{1/6} (2-2z)dz = boxed{frac{11}{36}}
                      $$

                      as claimed.






                      share|cite|improve this answer











                      $endgroup$


















                        2












                        $begingroup$

                        You can proceed e.g. as follows: Let $V_1=2U_1, V_2=2U_2$. Then $Z = |V_1-V_2|$ follows a triangular distribution with parameters $(a,b,c)=(0,1,0)$ , and you want
                        $$
                        mathbb{P}left{ |U_1-U_2| < frac{1}{12}right}
                        = mathbb{P}left{ Z < frac{1}{6}right} = int_0^{1/6} f_Z(z)dz = int_0^{1/6} (2-2z)dz = boxed{frac{11}{36}}
                        $$

                        as claimed.






                        share|cite|improve this answer











                        $endgroup$
















                          2












                          2








                          2





                          $begingroup$

                          You can proceed e.g. as follows: Let $V_1=2U_1, V_2=2U_2$. Then $Z = |V_1-V_2|$ follows a triangular distribution with parameters $(a,b,c)=(0,1,0)$ , and you want
                          $$
                          mathbb{P}left{ |U_1-U_2| < frac{1}{12}right}
                          = mathbb{P}left{ Z < frac{1}{6}right} = int_0^{1/6} f_Z(z)dz = int_0^{1/6} (2-2z)dz = boxed{frac{11}{36}}
                          $$

                          as claimed.






                          share|cite|improve this answer











                          $endgroup$



                          You can proceed e.g. as follows: Let $V_1=2U_1, V_2=2U_2$. Then $Z = |V_1-V_2|$ follows a triangular distribution with parameters $(a,b,c)=(0,1,0)$ , and you want
                          $$
                          mathbb{P}left{ |U_1-U_2| < frac{1}{12}right}
                          = mathbb{P}left{ Z < frac{1}{6}right} = int_0^{1/6} f_Z(z)dz = int_0^{1/6} (2-2z)dz = boxed{frac{11}{36}}
                          $$

                          as claimed.







                          share|cite|improve this answer














                          share|cite|improve this answer



                          share|cite|improve this answer








                          edited Dec 12 '18 at 11:51









                          StubbornAtom

                          6,04811239




                          6,04811239










                          answered Dec 11 '18 at 22:39









                          Clement C.Clement C.

                          50.5k33891




                          50.5k33891






























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