Which sum shows up most often when you roll 10 dice?

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Which sum shows up most often when you roll 10 dice?







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    Please turn off caps lock when you write the title. What have you tried-do you know the answer for 2 dice?
    – Ross Millikan
    Feb 10 '11 at 15:06






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    please note that this is at least the fourth time in the recent days another member of the site has requested that you not to use all caps in the question title. Consider this your moderator warning. Any further abuse will result in graduated suspension from the site.
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    How many sides do your dice have?
    – user489
    Feb 10 '11 at 18:47














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Which sum shows up most often when you roll 10 dice?







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  • 4




    Please turn off caps lock when you write the title. What have you tried-do you know the answer for 2 dice?
    – Ross Millikan
    Feb 10 '11 at 15:06






  • 9




    please note that this is at least the fourth time in the recent days another member of the site has requested that you not to use all caps in the question title. Consider this your moderator warning. Any further abuse will result in graduated suspension from the site.
    – Willie Wong
    Feb 10 '11 at 15:19






  • 2




    How many sides do your dice have?
    – user489
    Feb 10 '11 at 18:47












up vote
1
down vote

favorite
1









up vote
1
down vote

favorite
1






1





Which sum shows up most often when you roll 10 dice?







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Which sum shows up most often when you roll 10 dice?









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share|cite|improve this question




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edited Feb 10 '11 at 16:12









Rasmus

14.1k14378




14.1k14378









asked Feb 10 '11 at 15:04









Ssegawa Victor

443155




443155







  • 4




    Please turn off caps lock when you write the title. What have you tried-do you know the answer for 2 dice?
    – Ross Millikan
    Feb 10 '11 at 15:06






  • 9




    please note that this is at least the fourth time in the recent days another member of the site has requested that you not to use all caps in the question title. Consider this your moderator warning. Any further abuse will result in graduated suspension from the site.
    – Willie Wong
    Feb 10 '11 at 15:19






  • 2




    How many sides do your dice have?
    – user489
    Feb 10 '11 at 18:47












  • 4




    Please turn off caps lock when you write the title. What have you tried-do you know the answer for 2 dice?
    – Ross Millikan
    Feb 10 '11 at 15:06






  • 9




    please note that this is at least the fourth time in the recent days another member of the site has requested that you not to use all caps in the question title. Consider this your moderator warning. Any further abuse will result in graduated suspension from the site.
    – Willie Wong
    Feb 10 '11 at 15:19






  • 2




    How many sides do your dice have?
    – user489
    Feb 10 '11 at 18:47







4




4




Please turn off caps lock when you write the title. What have you tried-do you know the answer for 2 dice?
– Ross Millikan
Feb 10 '11 at 15:06




Please turn off caps lock when you write the title. What have you tried-do you know the answer for 2 dice?
– Ross Millikan
Feb 10 '11 at 15:06




9




9




please note that this is at least the fourth time in the recent days another member of the site has requested that you not to use all caps in the question title. Consider this your moderator warning. Any further abuse will result in graduated suspension from the site.
– Willie Wong
Feb 10 '11 at 15:19




please note that this is at least the fourth time in the recent days another member of the site has requested that you not to use all caps in the question title. Consider this your moderator warning. Any further abuse will result in graduated suspension from the site.
– Willie Wong
Feb 10 '11 at 15:19




2




2




How many sides do your dice have?
– user489
Feb 10 '11 at 18:47




How many sides do your dice have?
– user489
Feb 10 '11 at 18:47










3 Answers
3






active

oldest

votes

















up vote
4
down vote













The sum that shows up most often when you roll 10 dice is 35.



Are you also interested to see a reason why this is so?






share|cite|improve this answer





















  • I am interested
    – ajbeaven
    Jun 22 '11 at 22:26










  • @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
    – Rasmus
    Jun 23 '11 at 20:52

















up vote
3
down vote













The key to this question is the concept of unimodality (q.v.).



Try to prove by induction that if you take the sum of $n geq 2$ cubes then the distribution has the following form:



  • It is supported (has non-zero probability) on the numbers $n, ldots, 6n$.

  • It is symmetric around $3.5n$.

  • It is unimodal: the sequence of probabilities increases monotonically until it reaches its mode (the most probable value), then decreases monotonically.

  • If $n$ is even then the mode is unique (and so $3.5n$).

  • If $n$ is odd then there are two modes ($lfloor 3.5n rfloor$ and $lceil 3.5n rceil$).

If you find the proof difficult, try again with two-sided dice.



Of course, as $n rightarrow infty$ the distribution will approach (in some sense) a Gaussian, but I'm not sure this is enough to prove anything specific about the mode (other than its asymptotics).






share|cite|improve this answer




























    up vote
    -3
    down vote













    For each individual die, its 'expected value' is 7/2. This is because it can be either 1, 2, 3, 4, 5 or 6, each with a probability of 1/6 (assuming it's a fair die). If you want to know what value will come up most often for 1 die, this is the sum of each of it's possible values times the probability of that value. Which means 1(1/6) + 2(1/6) + 3(1/6) + 4(1/6) + 5(1/6) + 6(1/6) = 1/6(1 + 2 + 3 + 4 + 5 + 6) = 7/2. Obviously, 3.5 will never show up on a die, and this makes sense because if each side has equal probability, you shouldn't expect to see one side more than the others.



    To find the expected value of multiple die, you can simply add up each individual expected value. For all 10 dice, this value is 7/2, so you have 7/2 * 10 = 35



    Thus, the expected value of rolling 10 dice is 35.



    Wikipedia has more information on probability and expected values, if it interests you:



    http://en.wikipedia.org/wiki/Expected_value






    share|cite|improve this answer

















    • 2




      Expected value != Most likely value.
      – Aryabhata
      Mar 25 '11 at 17:16






    • 1




      hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
      – mozi
      Mar 25 '11 at 17:57










    • Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
      – Aryabhata
      Mar 25 '11 at 19:19











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    3 Answers
    3






    active

    oldest

    votes








    3 Answers
    3






    active

    oldest

    votes









    active

    oldest

    votes






    active

    oldest

    votes








    up vote
    4
    down vote













    The sum that shows up most often when you roll 10 dice is 35.



    Are you also interested to see a reason why this is so?






    share|cite|improve this answer





















    • I am interested
      – ajbeaven
      Jun 22 '11 at 22:26










    • @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
      – Rasmus
      Jun 23 '11 at 20:52














    up vote
    4
    down vote













    The sum that shows up most often when you roll 10 dice is 35.



    Are you also interested to see a reason why this is so?






    share|cite|improve this answer





















    • I am interested
      – ajbeaven
      Jun 22 '11 at 22:26










    • @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
      – Rasmus
      Jun 23 '11 at 20:52












    up vote
    4
    down vote










    up vote
    4
    down vote









    The sum that shows up most often when you roll 10 dice is 35.



    Are you also interested to see a reason why this is so?






    share|cite|improve this answer













    The sum that shows up most often when you roll 10 dice is 35.



    Are you also interested to see a reason why this is so?







    share|cite|improve this answer













    share|cite|improve this answer



    share|cite|improve this answer











    answered Feb 10 '11 at 16:10









    Rasmus

    14.1k14378




    14.1k14378











    • I am interested
      – ajbeaven
      Jun 22 '11 at 22:26










    • @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
      – Rasmus
      Jun 23 '11 at 20:52
















    • I am interested
      – ajbeaven
      Jun 22 '11 at 22:26










    • @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
      – Rasmus
      Jun 23 '11 at 20:52















    I am interested
    – ajbeaven
    Jun 22 '11 at 22:26




    I am interested
    – ajbeaven
    Jun 22 '11 at 22:26












    @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
    – Rasmus
    Jun 23 '11 at 20:52




    @ajbeaven: I think Yuval Filmus suggestion for a proof is very good. See also this question.
    – Rasmus
    Jun 23 '11 at 20:52










    up vote
    3
    down vote













    The key to this question is the concept of unimodality (q.v.).



    Try to prove by induction that if you take the sum of $n geq 2$ cubes then the distribution has the following form:



    • It is supported (has non-zero probability) on the numbers $n, ldots, 6n$.

    • It is symmetric around $3.5n$.

    • It is unimodal: the sequence of probabilities increases monotonically until it reaches its mode (the most probable value), then decreases monotonically.

    • If $n$ is even then the mode is unique (and so $3.5n$).

    • If $n$ is odd then there are two modes ($lfloor 3.5n rfloor$ and $lceil 3.5n rceil$).

    If you find the proof difficult, try again with two-sided dice.



    Of course, as $n rightarrow infty$ the distribution will approach (in some sense) a Gaussian, but I'm not sure this is enough to prove anything specific about the mode (other than its asymptotics).






    share|cite|improve this answer

























      up vote
      3
      down vote













      The key to this question is the concept of unimodality (q.v.).



      Try to prove by induction that if you take the sum of $n geq 2$ cubes then the distribution has the following form:



      • It is supported (has non-zero probability) on the numbers $n, ldots, 6n$.

      • It is symmetric around $3.5n$.

      • It is unimodal: the sequence of probabilities increases monotonically until it reaches its mode (the most probable value), then decreases monotonically.

      • If $n$ is even then the mode is unique (and so $3.5n$).

      • If $n$ is odd then there are two modes ($lfloor 3.5n rfloor$ and $lceil 3.5n rceil$).

      If you find the proof difficult, try again with two-sided dice.



      Of course, as $n rightarrow infty$ the distribution will approach (in some sense) a Gaussian, but I'm not sure this is enough to prove anything specific about the mode (other than its asymptotics).






      share|cite|improve this answer























        up vote
        3
        down vote










        up vote
        3
        down vote









        The key to this question is the concept of unimodality (q.v.).



        Try to prove by induction that if you take the sum of $n geq 2$ cubes then the distribution has the following form:



        • It is supported (has non-zero probability) on the numbers $n, ldots, 6n$.

        • It is symmetric around $3.5n$.

        • It is unimodal: the sequence of probabilities increases monotonically until it reaches its mode (the most probable value), then decreases monotonically.

        • If $n$ is even then the mode is unique (and so $3.5n$).

        • If $n$ is odd then there are two modes ($lfloor 3.5n rfloor$ and $lceil 3.5n rceil$).

        If you find the proof difficult, try again with two-sided dice.



        Of course, as $n rightarrow infty$ the distribution will approach (in some sense) a Gaussian, but I'm not sure this is enough to prove anything specific about the mode (other than its asymptotics).






        share|cite|improve this answer













        The key to this question is the concept of unimodality (q.v.).



        Try to prove by induction that if you take the sum of $n geq 2$ cubes then the distribution has the following form:



        • It is supported (has non-zero probability) on the numbers $n, ldots, 6n$.

        • It is symmetric around $3.5n$.

        • It is unimodal: the sequence of probabilities increases monotonically until it reaches its mode (the most probable value), then decreases monotonically.

        • If $n$ is even then the mode is unique (and so $3.5n$).

        • If $n$ is odd then there are two modes ($lfloor 3.5n rfloor$ and $lceil 3.5n rceil$).

        If you find the proof difficult, try again with two-sided dice.



        Of course, as $n rightarrow infty$ the distribution will approach (in some sense) a Gaussian, but I'm not sure this is enough to prove anything specific about the mode (other than its asymptotics).







        share|cite|improve this answer













        share|cite|improve this answer



        share|cite|improve this answer











        answered Mar 26 '11 at 17:37









        Yuval Filmus

        47.2k369142




        47.2k369142




















            up vote
            -3
            down vote













            For each individual die, its 'expected value' is 7/2. This is because it can be either 1, 2, 3, 4, 5 or 6, each with a probability of 1/6 (assuming it's a fair die). If you want to know what value will come up most often for 1 die, this is the sum of each of it's possible values times the probability of that value. Which means 1(1/6) + 2(1/6) + 3(1/6) + 4(1/6) + 5(1/6) + 6(1/6) = 1/6(1 + 2 + 3 + 4 + 5 + 6) = 7/2. Obviously, 3.5 will never show up on a die, and this makes sense because if each side has equal probability, you shouldn't expect to see one side more than the others.



            To find the expected value of multiple die, you can simply add up each individual expected value. For all 10 dice, this value is 7/2, so you have 7/2 * 10 = 35



            Thus, the expected value of rolling 10 dice is 35.



            Wikipedia has more information on probability and expected values, if it interests you:



            http://en.wikipedia.org/wiki/Expected_value






            share|cite|improve this answer

















            • 2




              Expected value != Most likely value.
              – Aryabhata
              Mar 25 '11 at 17:16






            • 1




              hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
              – mozi
              Mar 25 '11 at 17:57










            • Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
              – Aryabhata
              Mar 25 '11 at 19:19















            up vote
            -3
            down vote













            For each individual die, its 'expected value' is 7/2. This is because it can be either 1, 2, 3, 4, 5 or 6, each with a probability of 1/6 (assuming it's a fair die). If you want to know what value will come up most often for 1 die, this is the sum of each of it's possible values times the probability of that value. Which means 1(1/6) + 2(1/6) + 3(1/6) + 4(1/6) + 5(1/6) + 6(1/6) = 1/6(1 + 2 + 3 + 4 + 5 + 6) = 7/2. Obviously, 3.5 will never show up on a die, and this makes sense because if each side has equal probability, you shouldn't expect to see one side more than the others.



            To find the expected value of multiple die, you can simply add up each individual expected value. For all 10 dice, this value is 7/2, so you have 7/2 * 10 = 35



            Thus, the expected value of rolling 10 dice is 35.



            Wikipedia has more information on probability and expected values, if it interests you:



            http://en.wikipedia.org/wiki/Expected_value






            share|cite|improve this answer

















            • 2




              Expected value != Most likely value.
              – Aryabhata
              Mar 25 '11 at 17:16






            • 1




              hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
              – mozi
              Mar 25 '11 at 17:57










            • Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
              – Aryabhata
              Mar 25 '11 at 19:19













            up vote
            -3
            down vote










            up vote
            -3
            down vote









            For each individual die, its 'expected value' is 7/2. This is because it can be either 1, 2, 3, 4, 5 or 6, each with a probability of 1/6 (assuming it's a fair die). If you want to know what value will come up most often for 1 die, this is the sum of each of it's possible values times the probability of that value. Which means 1(1/6) + 2(1/6) + 3(1/6) + 4(1/6) + 5(1/6) + 6(1/6) = 1/6(1 + 2 + 3 + 4 + 5 + 6) = 7/2. Obviously, 3.5 will never show up on a die, and this makes sense because if each side has equal probability, you shouldn't expect to see one side more than the others.



            To find the expected value of multiple die, you can simply add up each individual expected value. For all 10 dice, this value is 7/2, so you have 7/2 * 10 = 35



            Thus, the expected value of rolling 10 dice is 35.



            Wikipedia has more information on probability and expected values, if it interests you:



            http://en.wikipedia.org/wiki/Expected_value






            share|cite|improve this answer













            For each individual die, its 'expected value' is 7/2. This is because it can be either 1, 2, 3, 4, 5 or 6, each with a probability of 1/6 (assuming it's a fair die). If you want to know what value will come up most often for 1 die, this is the sum of each of it's possible values times the probability of that value. Which means 1(1/6) + 2(1/6) + 3(1/6) + 4(1/6) + 5(1/6) + 6(1/6) = 1/6(1 + 2 + 3 + 4 + 5 + 6) = 7/2. Obviously, 3.5 will never show up on a die, and this makes sense because if each side has equal probability, you shouldn't expect to see one side more than the others.



            To find the expected value of multiple die, you can simply add up each individual expected value. For all 10 dice, this value is 7/2, so you have 7/2 * 10 = 35



            Thus, the expected value of rolling 10 dice is 35.



            Wikipedia has more information on probability and expected values, if it interests you:



            http://en.wikipedia.org/wiki/Expected_value







            share|cite|improve this answer













            share|cite|improve this answer



            share|cite|improve this answer











            answered Mar 25 '11 at 16:46









            mozi

            312




            312







            • 2




              Expected value != Most likely value.
              – Aryabhata
              Mar 25 '11 at 17:16






            • 1




              hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
              – mozi
              Mar 25 '11 at 17:57










            • Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
              – Aryabhata
              Mar 25 '11 at 19:19













            • 2




              Expected value != Most likely value.
              – Aryabhata
              Mar 25 '11 at 17:16






            • 1




              hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
              – mozi
              Mar 25 '11 at 17:57










            • Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
              – Aryabhata
              Mar 25 '11 at 19:19








            2




            2




            Expected value != Most likely value.
            – Aryabhata
            Mar 25 '11 at 17:16




            Expected value != Most likely value.
            – Aryabhata
            Mar 25 '11 at 17:16




            1




            1




            hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
            – mozi
            Mar 25 '11 at 17:57




            hmm, would you mind explaining how to go about solving this problem then? I'm curious now!
            – mozi
            Mar 25 '11 at 17:57












            Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
            – Aryabhata
            Mar 25 '11 at 19:19





            Perhaps this will help: math.stackexchange.com/questions/4632/… . Computer software can easily compute the the required coefficients. There might even be a proof that 35 has the highest coefficient...
            – Aryabhata
            Mar 25 '11 at 19:19













             

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