Expected value of two dice

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Consider two dice. One 10-sided, one 6-sided, both fair. Guess a number between 2 and 16, if the sum of the dice shows that number, you get that number of dollars. What is the best number to guess to maximize winnings?



The answer is $11$, but I'm not sure why. I thought that since $mathbbE[D_10] = 5.5$ and $mathbbE[D_6] = 3.5$, the best choice would just be $5.5 + 3.5 = 9$, but I am wrong.



Can someone please explain the solution to this problem for me?










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    up vote
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    down vote

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    Consider two dice. One 10-sided, one 6-sided, both fair. Guess a number between 2 and 16, if the sum of the dice shows that number, you get that number of dollars. What is the best number to guess to maximize winnings?



    The answer is $11$, but I'm not sure why. I thought that since $mathbbE[D_10] = 5.5$ and $mathbbE[D_6] = 3.5$, the best choice would just be $5.5 + 3.5 = 9$, but I am wrong.



    Can someone please explain the solution to this problem for me?










    share|cite|improve this question























      up vote
      1
      down vote

      favorite









      up vote
      1
      down vote

      favorite











      Consider two dice. One 10-sided, one 6-sided, both fair. Guess a number between 2 and 16, if the sum of the dice shows that number, you get that number of dollars. What is the best number to guess to maximize winnings?



      The answer is $11$, but I'm not sure why. I thought that since $mathbbE[D_10] = 5.5$ and $mathbbE[D_6] = 3.5$, the best choice would just be $5.5 + 3.5 = 9$, but I am wrong.



      Can someone please explain the solution to this problem for me?










      share|cite|improve this question













      Consider two dice. One 10-sided, one 6-sided, both fair. Guess a number between 2 and 16, if the sum of the dice shows that number, you get that number of dollars. What is the best number to guess to maximize winnings?



      The answer is $11$, but I'm not sure why. I thought that since $mathbbE[D_10] = 5.5$ and $mathbbE[D_6] = 3.5$, the best choice would just be $5.5 + 3.5 = 9$, but I am wrong.



      Can someone please explain the solution to this problem for me?







      probability expected-value






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      Hat

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          3 Answers
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          up vote
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          accepted










          The number $9$ is the expected value $mathbb E[D_6 + D_10]$, but in general that's not necessarily the likeliest value.



          After all, if you were playing the same game with just a single $D_6$, you wouldn't guess $3.5$. If you did, it would take a very long time before that number was rolled.



          Here, it turns out that both $9$ and $11$ are equally likely. The distribution of sums is



          beginarrayrcccccc
          2: & (1,1) \
          3: & (1,2) & (2,1) \
          4: & (1,3) & (2,2) & (3,1) \
          5: & (1,4) & (2,3) & (3,2) & (4,1) \
          6: & (1,5) & (2,4) & (3,3) & (4,2) & (5,1) \
          7: & (1,6) & (2,5) & (3,4) & (4,3) & (5,2) & (6,1) \
          8: & (1,7) & (2,6) & (3,5) & (4,4) & (5,3) & (6,2) \
          9: & (1,8) & (2,7) & (3,6) & (4,5) & (5,4) & (6,3) \
          10: & (1,9) & (2,8) & (3,7) & (4,6) & (5,5) & (6,4) \
          11: & (1,10) & (2,9) & (3,8) & (4,7) & (5,6) & (6,5) \
          12: & (2,10) & (3,9) & (4,8) & (5,7) & (6,6) \
          13: & (3,10) & (4,9) & (5,8) & (6,7) \
          14: & (4,10) & (5,9) & (6,8) \
          15: & (5,10) & (6,9) \
          16: & (6,10)
          endarray



          The likeliest value is not necessarily the one you should be picking.



          A high value might be unlikely to win, but give you a higher reward if you win, since the number of dollars you get is the number you guessed. We should maximize the expected winnings, not the probability.



          From the table above, we see that there's no point in guessing the numbers $2$ through $10$. Rather than a small number like $2$, you should guess a big number with the same probability (like $16$): it has the same chance of winning, but gives you more money if you do. Similarly, since all of $7$ through $11$ have the same chance of winning, the only one of them worth guessing is $11$.



          Now we can compute the expected payoffs, multiplying the reward by the probability of getting it.



          • For guessing $11$, you get $11 cdot frac660 = frac1110$ on average.

          • For guessing $12$, you get $12 cdot frac560 = 1$ on average.

          • For guessing $13$, you get $13 cdot frac460 = frac1315$ on average.

          • For guessing $14$, you get $14 cdot frac360 = frac710$ on average.

          • For guessing $15$, you get $15 cdot frac260 = frac12$ on average.

          • For guessing $16$, you get $16 cdot frac160 = frac415$ on average.

          You can see that these expected payoffs keep decreasing as the guess becomes higher, and so $11$ is the best value to guess.



          (Once you spot that, for values in the range $11dots16$, the expected value is $n cdot frac17-n60$, you can predict this behavior: to maximize the product of two values with a fixed sum, like $n$ and $17-n$, you want to make the values as close to each other as possible.)






          share|cite|improve this answer






















          • is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
            – Hat
            21 mins ago










          • If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
            – Remy
            16 mins ago










          • @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
            – Misha Lavrov
            9 mins ago










          • I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
            – copper.hat
            6 mins ago

















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          down vote













          beginalign
          Pr(D_6 + D_10=x) &= sum_y=1^6Pr(D_6 + D_10=x|D_6=y)Pr(D_6=y) \
          &= frac16 sum_y=1^6 Pr(D_10=x-y)\
          &= frac16 sum_y=max(1,x-10)^min(x-1,6) Pr(D_10=x-y) \
          &= frac160[min(x-1,6)-max(1,x-10)+1]
          endalign



          Hence, we want to maximize



          $$fracx60[min(x-1,6)-max(1,x-10)+1]$$



          enter image description here






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          • Nice closed form expression, I am still struggling...
            – copper.hat
            15 mins ago

















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          0
          down vote













          The expected number of winnings when guessing a number $n$ is going to be the dollar value $n$ multiplied by the probability that the sum of the two dice is $n.$ So even though $9$ is the expected value for the sum of the dice, the expected winnings by guessing $9$ is going to be $9 cdot frac110 = $0.90,$ because we can compute that the probability of the sum being $9$ is $frac660 = frac110.$ Using this methodology, we can find that the highest expected winnings occur at $n=11,$ with $11 cdot frac110 = $ 1.10.$






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            3 Answers
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            3 Answers
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            active

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            active

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            active

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            up vote
            2
            down vote



            accepted










            The number $9$ is the expected value $mathbb E[D_6 + D_10]$, but in general that's not necessarily the likeliest value.



            After all, if you were playing the same game with just a single $D_6$, you wouldn't guess $3.5$. If you did, it would take a very long time before that number was rolled.



            Here, it turns out that both $9$ and $11$ are equally likely. The distribution of sums is



            beginarrayrcccccc
            2: & (1,1) \
            3: & (1,2) & (2,1) \
            4: & (1,3) & (2,2) & (3,1) \
            5: & (1,4) & (2,3) & (3,2) & (4,1) \
            6: & (1,5) & (2,4) & (3,3) & (4,2) & (5,1) \
            7: & (1,6) & (2,5) & (3,4) & (4,3) & (5,2) & (6,1) \
            8: & (1,7) & (2,6) & (3,5) & (4,4) & (5,3) & (6,2) \
            9: & (1,8) & (2,7) & (3,6) & (4,5) & (5,4) & (6,3) \
            10: & (1,9) & (2,8) & (3,7) & (4,6) & (5,5) & (6,4) \
            11: & (1,10) & (2,9) & (3,8) & (4,7) & (5,6) & (6,5) \
            12: & (2,10) & (3,9) & (4,8) & (5,7) & (6,6) \
            13: & (3,10) & (4,9) & (5,8) & (6,7) \
            14: & (4,10) & (5,9) & (6,8) \
            15: & (5,10) & (6,9) \
            16: & (6,10)
            endarray



            The likeliest value is not necessarily the one you should be picking.



            A high value might be unlikely to win, but give you a higher reward if you win, since the number of dollars you get is the number you guessed. We should maximize the expected winnings, not the probability.



            From the table above, we see that there's no point in guessing the numbers $2$ through $10$. Rather than a small number like $2$, you should guess a big number with the same probability (like $16$): it has the same chance of winning, but gives you more money if you do. Similarly, since all of $7$ through $11$ have the same chance of winning, the only one of them worth guessing is $11$.



            Now we can compute the expected payoffs, multiplying the reward by the probability of getting it.



            • For guessing $11$, you get $11 cdot frac660 = frac1110$ on average.

            • For guessing $12$, you get $12 cdot frac560 = 1$ on average.

            • For guessing $13$, you get $13 cdot frac460 = frac1315$ on average.

            • For guessing $14$, you get $14 cdot frac360 = frac710$ on average.

            • For guessing $15$, you get $15 cdot frac260 = frac12$ on average.

            • For guessing $16$, you get $16 cdot frac160 = frac415$ on average.

            You can see that these expected payoffs keep decreasing as the guess becomes higher, and so $11$ is the best value to guess.



            (Once you spot that, for values in the range $11dots16$, the expected value is $n cdot frac17-n60$, you can predict this behavior: to maximize the product of two values with a fixed sum, like $n$ and $17-n$, you want to make the values as close to each other as possible.)






            share|cite|improve this answer






















            • is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
              – Hat
              21 mins ago










            • If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
              – Remy
              16 mins ago










            • @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
              – Misha Lavrov
              9 mins ago










            • I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
              – copper.hat
              6 mins ago














            up vote
            2
            down vote



            accepted










            The number $9$ is the expected value $mathbb E[D_6 + D_10]$, but in general that's not necessarily the likeliest value.



            After all, if you were playing the same game with just a single $D_6$, you wouldn't guess $3.5$. If you did, it would take a very long time before that number was rolled.



            Here, it turns out that both $9$ and $11$ are equally likely. The distribution of sums is



            beginarrayrcccccc
            2: & (1,1) \
            3: & (1,2) & (2,1) \
            4: & (1,3) & (2,2) & (3,1) \
            5: & (1,4) & (2,3) & (3,2) & (4,1) \
            6: & (1,5) & (2,4) & (3,3) & (4,2) & (5,1) \
            7: & (1,6) & (2,5) & (3,4) & (4,3) & (5,2) & (6,1) \
            8: & (1,7) & (2,6) & (3,5) & (4,4) & (5,3) & (6,2) \
            9: & (1,8) & (2,7) & (3,6) & (4,5) & (5,4) & (6,3) \
            10: & (1,9) & (2,8) & (3,7) & (4,6) & (5,5) & (6,4) \
            11: & (1,10) & (2,9) & (3,8) & (4,7) & (5,6) & (6,5) \
            12: & (2,10) & (3,9) & (4,8) & (5,7) & (6,6) \
            13: & (3,10) & (4,9) & (5,8) & (6,7) \
            14: & (4,10) & (5,9) & (6,8) \
            15: & (5,10) & (6,9) \
            16: & (6,10)
            endarray



            The likeliest value is not necessarily the one you should be picking.



            A high value might be unlikely to win, but give you a higher reward if you win, since the number of dollars you get is the number you guessed. We should maximize the expected winnings, not the probability.



            From the table above, we see that there's no point in guessing the numbers $2$ through $10$. Rather than a small number like $2$, you should guess a big number with the same probability (like $16$): it has the same chance of winning, but gives you more money if you do. Similarly, since all of $7$ through $11$ have the same chance of winning, the only one of them worth guessing is $11$.



            Now we can compute the expected payoffs, multiplying the reward by the probability of getting it.



            • For guessing $11$, you get $11 cdot frac660 = frac1110$ on average.

            • For guessing $12$, you get $12 cdot frac560 = 1$ on average.

            • For guessing $13$, you get $13 cdot frac460 = frac1315$ on average.

            • For guessing $14$, you get $14 cdot frac360 = frac710$ on average.

            • For guessing $15$, you get $15 cdot frac260 = frac12$ on average.

            • For guessing $16$, you get $16 cdot frac160 = frac415$ on average.

            You can see that these expected payoffs keep decreasing as the guess becomes higher, and so $11$ is the best value to guess.



            (Once you spot that, for values in the range $11dots16$, the expected value is $n cdot frac17-n60$, you can predict this behavior: to maximize the product of two values with a fixed sum, like $n$ and $17-n$, you want to make the values as close to each other as possible.)






            share|cite|improve this answer






















            • is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
              – Hat
              21 mins ago










            • If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
              – Remy
              16 mins ago










            • @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
              – Misha Lavrov
              9 mins ago










            • I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
              – copper.hat
              6 mins ago












            up vote
            2
            down vote



            accepted







            up vote
            2
            down vote



            accepted






            The number $9$ is the expected value $mathbb E[D_6 + D_10]$, but in general that's not necessarily the likeliest value.



            After all, if you were playing the same game with just a single $D_6$, you wouldn't guess $3.5$. If you did, it would take a very long time before that number was rolled.



            Here, it turns out that both $9$ and $11$ are equally likely. The distribution of sums is



            beginarrayrcccccc
            2: & (1,1) \
            3: & (1,2) & (2,1) \
            4: & (1,3) & (2,2) & (3,1) \
            5: & (1,4) & (2,3) & (3,2) & (4,1) \
            6: & (1,5) & (2,4) & (3,3) & (4,2) & (5,1) \
            7: & (1,6) & (2,5) & (3,4) & (4,3) & (5,2) & (6,1) \
            8: & (1,7) & (2,6) & (3,5) & (4,4) & (5,3) & (6,2) \
            9: & (1,8) & (2,7) & (3,6) & (4,5) & (5,4) & (6,3) \
            10: & (1,9) & (2,8) & (3,7) & (4,6) & (5,5) & (6,4) \
            11: & (1,10) & (2,9) & (3,8) & (4,7) & (5,6) & (6,5) \
            12: & (2,10) & (3,9) & (4,8) & (5,7) & (6,6) \
            13: & (3,10) & (4,9) & (5,8) & (6,7) \
            14: & (4,10) & (5,9) & (6,8) \
            15: & (5,10) & (6,9) \
            16: & (6,10)
            endarray



            The likeliest value is not necessarily the one you should be picking.



            A high value might be unlikely to win, but give you a higher reward if you win, since the number of dollars you get is the number you guessed. We should maximize the expected winnings, not the probability.



            From the table above, we see that there's no point in guessing the numbers $2$ through $10$. Rather than a small number like $2$, you should guess a big number with the same probability (like $16$): it has the same chance of winning, but gives you more money if you do. Similarly, since all of $7$ through $11$ have the same chance of winning, the only one of them worth guessing is $11$.



            Now we can compute the expected payoffs, multiplying the reward by the probability of getting it.



            • For guessing $11$, you get $11 cdot frac660 = frac1110$ on average.

            • For guessing $12$, you get $12 cdot frac560 = 1$ on average.

            • For guessing $13$, you get $13 cdot frac460 = frac1315$ on average.

            • For guessing $14$, you get $14 cdot frac360 = frac710$ on average.

            • For guessing $15$, you get $15 cdot frac260 = frac12$ on average.

            • For guessing $16$, you get $16 cdot frac160 = frac415$ on average.

            You can see that these expected payoffs keep decreasing as the guess becomes higher, and so $11$ is the best value to guess.



            (Once you spot that, for values in the range $11dots16$, the expected value is $n cdot frac17-n60$, you can predict this behavior: to maximize the product of two values with a fixed sum, like $n$ and $17-n$, you want to make the values as close to each other as possible.)






            share|cite|improve this answer














            The number $9$ is the expected value $mathbb E[D_6 + D_10]$, but in general that's not necessarily the likeliest value.



            After all, if you were playing the same game with just a single $D_6$, you wouldn't guess $3.5$. If you did, it would take a very long time before that number was rolled.



            Here, it turns out that both $9$ and $11$ are equally likely. The distribution of sums is



            beginarrayrcccccc
            2: & (1,1) \
            3: & (1,2) & (2,1) \
            4: & (1,3) & (2,2) & (3,1) \
            5: & (1,4) & (2,3) & (3,2) & (4,1) \
            6: & (1,5) & (2,4) & (3,3) & (4,2) & (5,1) \
            7: & (1,6) & (2,5) & (3,4) & (4,3) & (5,2) & (6,1) \
            8: & (1,7) & (2,6) & (3,5) & (4,4) & (5,3) & (6,2) \
            9: & (1,8) & (2,7) & (3,6) & (4,5) & (5,4) & (6,3) \
            10: & (1,9) & (2,8) & (3,7) & (4,6) & (5,5) & (6,4) \
            11: & (1,10) & (2,9) & (3,8) & (4,7) & (5,6) & (6,5) \
            12: & (2,10) & (3,9) & (4,8) & (5,7) & (6,6) \
            13: & (3,10) & (4,9) & (5,8) & (6,7) \
            14: & (4,10) & (5,9) & (6,8) \
            15: & (5,10) & (6,9) \
            16: & (6,10)
            endarray



            The likeliest value is not necessarily the one you should be picking.



            A high value might be unlikely to win, but give you a higher reward if you win, since the number of dollars you get is the number you guessed. We should maximize the expected winnings, not the probability.



            From the table above, we see that there's no point in guessing the numbers $2$ through $10$. Rather than a small number like $2$, you should guess a big number with the same probability (like $16$): it has the same chance of winning, but gives you more money if you do. Similarly, since all of $7$ through $11$ have the same chance of winning, the only one of them worth guessing is $11$.



            Now we can compute the expected payoffs, multiplying the reward by the probability of getting it.



            • For guessing $11$, you get $11 cdot frac660 = frac1110$ on average.

            • For guessing $12$, you get $12 cdot frac560 = 1$ on average.

            • For guessing $13$, you get $13 cdot frac460 = frac1315$ on average.

            • For guessing $14$, you get $14 cdot frac360 = frac710$ on average.

            • For guessing $15$, you get $15 cdot frac260 = frac12$ on average.

            • For guessing $16$, you get $16 cdot frac160 = frac415$ on average.

            You can see that these expected payoffs keep decreasing as the guess becomes higher, and so $11$ is the best value to guess.



            (Once you spot that, for values in the range $11dots16$, the expected value is $n cdot frac17-n60$, you can predict this behavior: to maximize the product of two values with a fixed sum, like $n$ and $17-n$, you want to make the values as close to each other as possible.)







            share|cite|improve this answer














            share|cite|improve this answer



            share|cite|improve this answer








            edited 3 mins ago

























            answered 25 mins ago









            Misha Lavrov

            39.5k55197




            39.5k55197











            • is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
              – Hat
              21 mins ago










            • If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
              – Remy
              16 mins ago










            • @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
              – Misha Lavrov
              9 mins ago










            • I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
              – copper.hat
              6 mins ago
















            • is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
              – Hat
              21 mins ago










            • If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
              – Remy
              16 mins ago










            • @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
              – Misha Lavrov
              9 mins ago










            • I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
              – copper.hat
              6 mins ago















            is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
            – Hat
            21 mins ago




            is there a clever way to do this without listing out every possible outcome? this is an interview question and in a timed setting, I would have only a few seconds to answer.
            – Hat
            21 mins ago












            If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
            – Remy
            16 mins ago




            If you only have a few seconds to answer, then it'd be best to explain $how$ the answer was obtained. That shouldn't take more than 10 seconds.
            – Remy
            16 mins ago












            @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
            – Misha Lavrov
            9 mins ago




            @Hat The clever way is to imagine what would happen if you did list out every possible outcome, spot the pattern, and use the pattern to figure out the answer. Actually listing the outcomes is just an easy way to demonstrate what happens.
            – Misha Lavrov
            9 mins ago












            I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
            – copper.hat
            6 mins ago




            I would guess that very few people would have the mental calisthenics to compute this in a few seconds. Von Neumann or Fermi, maybe...
            – copper.hat
            6 mins ago










            up vote
            2
            down vote













            beginalign
            Pr(D_6 + D_10=x) &= sum_y=1^6Pr(D_6 + D_10=x|D_6=y)Pr(D_6=y) \
            &= frac16 sum_y=1^6 Pr(D_10=x-y)\
            &= frac16 sum_y=max(1,x-10)^min(x-1,6) Pr(D_10=x-y) \
            &= frac160[min(x-1,6)-max(1,x-10)+1]
            endalign



            Hence, we want to maximize



            $$fracx60[min(x-1,6)-max(1,x-10)+1]$$



            enter image description here






            share|cite|improve this answer




















            • Nice closed form expression, I am still struggling...
              – copper.hat
              15 mins ago














            up vote
            2
            down vote













            beginalign
            Pr(D_6 + D_10=x) &= sum_y=1^6Pr(D_6 + D_10=x|D_6=y)Pr(D_6=y) \
            &= frac16 sum_y=1^6 Pr(D_10=x-y)\
            &= frac16 sum_y=max(1,x-10)^min(x-1,6) Pr(D_10=x-y) \
            &= frac160[min(x-1,6)-max(1,x-10)+1]
            endalign



            Hence, we want to maximize



            $$fracx60[min(x-1,6)-max(1,x-10)+1]$$



            enter image description here






            share|cite|improve this answer




















            • Nice closed form expression, I am still struggling...
              – copper.hat
              15 mins ago












            up vote
            2
            down vote










            up vote
            2
            down vote









            beginalign
            Pr(D_6 + D_10=x) &= sum_y=1^6Pr(D_6 + D_10=x|D_6=y)Pr(D_6=y) \
            &= frac16 sum_y=1^6 Pr(D_10=x-y)\
            &= frac16 sum_y=max(1,x-10)^min(x-1,6) Pr(D_10=x-y) \
            &= frac160[min(x-1,6)-max(1,x-10)+1]
            endalign



            Hence, we want to maximize



            $$fracx60[min(x-1,6)-max(1,x-10)+1]$$



            enter image description here






            share|cite|improve this answer












            beginalign
            Pr(D_6 + D_10=x) &= sum_y=1^6Pr(D_6 + D_10=x|D_6=y)Pr(D_6=y) \
            &= frac16 sum_y=1^6 Pr(D_10=x-y)\
            &= frac16 sum_y=max(1,x-10)^min(x-1,6) Pr(D_10=x-y) \
            &= frac160[min(x-1,6)-max(1,x-10)+1]
            endalign



            Hence, we want to maximize



            $$fracx60[min(x-1,6)-max(1,x-10)+1]$$



            enter image description here







            share|cite|improve this answer












            share|cite|improve this answer



            share|cite|improve this answer










            answered 19 mins ago









            Siong Thye Goh

            86.3k1459108




            86.3k1459108











            • Nice closed form expression, I am still struggling...
              – copper.hat
              15 mins ago
















            • Nice closed form expression, I am still struggling...
              – copper.hat
              15 mins ago















            Nice closed form expression, I am still struggling...
            – copper.hat
            15 mins ago




            Nice closed form expression, I am still struggling...
            – copper.hat
            15 mins ago










            up vote
            0
            down vote













            The expected number of winnings when guessing a number $n$ is going to be the dollar value $n$ multiplied by the probability that the sum of the two dice is $n.$ So even though $9$ is the expected value for the sum of the dice, the expected winnings by guessing $9$ is going to be $9 cdot frac110 = $0.90,$ because we can compute that the probability of the sum being $9$ is $frac660 = frac110.$ Using this methodology, we can find that the highest expected winnings occur at $n=11,$ with $11 cdot frac110 = $ 1.10.$






            share|cite|improve this answer








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            anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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              up vote
              0
              down vote













              The expected number of winnings when guessing a number $n$ is going to be the dollar value $n$ multiplied by the probability that the sum of the two dice is $n.$ So even though $9$ is the expected value for the sum of the dice, the expected winnings by guessing $9$ is going to be $9 cdot frac110 = $0.90,$ because we can compute that the probability of the sum being $9$ is $frac660 = frac110.$ Using this methodology, we can find that the highest expected winnings occur at $n=11,$ with $11 cdot frac110 = $ 1.10.$






              share|cite|improve this answer








              New contributor




              anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
              Check out our Code of Conduct.



















                up vote
                0
                down vote










                up vote
                0
                down vote









                The expected number of winnings when guessing a number $n$ is going to be the dollar value $n$ multiplied by the probability that the sum of the two dice is $n.$ So even though $9$ is the expected value for the sum of the dice, the expected winnings by guessing $9$ is going to be $9 cdot frac110 = $0.90,$ because we can compute that the probability of the sum being $9$ is $frac660 = frac110.$ Using this methodology, we can find that the highest expected winnings occur at $n=11,$ with $11 cdot frac110 = $ 1.10.$






                share|cite|improve this answer








                New contributor




                anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                Check out our Code of Conduct.









                The expected number of winnings when guessing a number $n$ is going to be the dollar value $n$ multiplied by the probability that the sum of the two dice is $n.$ So even though $9$ is the expected value for the sum of the dice, the expected winnings by guessing $9$ is going to be $9 cdot frac110 = $0.90,$ because we can compute that the probability of the sum being $9$ is $frac660 = frac110.$ Using this methodology, we can find that the highest expected winnings occur at $n=11,$ with $11 cdot frac110 = $ 1.10.$







                share|cite|improve this answer








                New contributor




                anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                Check out our Code of Conduct.









                share|cite|improve this answer



                share|cite|improve this answer






                New contributor




                anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                Check out our Code of Conduct.









                answered 18 mins ago









                anonymous helper

                1




                1




                New contributor




                anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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                New contributor





                anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
                Check out our Code of Conduct.






                anonymous helper is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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