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Is it possible to have 2 different but equal size real number sets that have the same mean and standard deviation?


Is it possible to calculate the standard deviation without the samples?Calculating mean and standard deviation of very large sample sizesIf three groups of unequal sizes have the same standard deviation but different means, will the SD of the pooled data be the same?Does the value of a standard deviation have any meaningStandard deviation of the mean of sample datawhy the standard deviation is not as the same as online calculatorHow to create n datasets of size N with same mean but different standard deviation?Sample size given mean, standard deviationCan two distinct datasets of the same size have the same median and the same deviation from a real number?Mean of means and standard deviation













2












$begingroup$


By inspection I notice that



  • Shifting does not change the standard deviation but change mean.
    1,3,4 has the same standard deviation as 11,13,14 for example.


  • Sets with the same (or reversed) sequence of adjacent difference have the same standard deviation. For example, 1,3,4, 0,2,3, 0,1,3 have the same standard deviation. But the means are different.


My conjecture: There are no two distinct sets with the same length, mean and standard deviation.



Question



Is it possible to have 2 different but equal size real number sets that have the same mean and standard deviation?










share|cite|improve this question











$endgroup$
















    2












    $begingroup$


    By inspection I notice that



    • Shifting does not change the standard deviation but change mean.
      1,3,4 has the same standard deviation as 11,13,14 for example.


    • Sets with the same (or reversed) sequence of adjacent difference have the same standard deviation. For example, 1,3,4, 0,2,3, 0,1,3 have the same standard deviation. But the means are different.


    My conjecture: There are no two distinct sets with the same length, mean and standard deviation.



    Question



    Is it possible to have 2 different but equal size real number sets that have the same mean and standard deviation?










    share|cite|improve this question











    $endgroup$














      2












      2








      2


      1



      $begingroup$


      By inspection I notice that



      • Shifting does not change the standard deviation but change mean.
        1,3,4 has the same standard deviation as 11,13,14 for example.


      • Sets with the same (or reversed) sequence of adjacent difference have the same standard deviation. For example, 1,3,4, 0,2,3, 0,1,3 have the same standard deviation. But the means are different.


      My conjecture: There are no two distinct sets with the same length, mean and standard deviation.



      Question



      Is it possible to have 2 different but equal size real number sets that have the same mean and standard deviation?










      share|cite|improve this question











      $endgroup$




      By inspection I notice that



      • Shifting does not change the standard deviation but change mean.
        1,3,4 has the same standard deviation as 11,13,14 for example.


      • Sets with the same (or reversed) sequence of adjacent difference have the same standard deviation. For example, 1,3,4, 0,2,3, 0,1,3 have the same standard deviation. But the means are different.


      My conjecture: There are no two distinct sets with the same length, mean and standard deviation.



      Question



      Is it possible to have 2 different but equal size real number sets that have the same mean and standard deviation?







      standard-deviation means






      share|cite|improve this question















      share|cite|improve this question













      share|cite|improve this question




      share|cite|improve this question








      edited 10 hours ago









      Asaf Karagila

      312k33445778




      312k33445778










      asked 10 hours ago









      Money Oriented ProgrammerMoney Oriented Programmer

      423210




      423210




















          4 Answers
          4






          active

          oldest

          votes


















          8












          $begingroup$

          $-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.






          share|cite|improve this answer











          $endgroup$












          • $begingroup$
            @MoneyOrientedProgrammer No, just add a constant to all the numbers.
            $endgroup$
            – Robert Israel
            10 hours ago










          • $begingroup$
            @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
            $endgroup$
            – auscrypt
            10 hours ago










          • $begingroup$
            There are infinitely many sets of 4 values which have any given mean and standard deviation >0
            $endgroup$
            – auscrypt
            9 hours ago


















          8












          $begingroup$

          The example by auscrypt settles the question, but maybe it's worth mentioning why this should be obvious by considering degrees of freedom.



          Mean and standard deviation are two quantities. A collection of $m$ real numbers has $m$ degrees of freedom. Specifying the mean and standard deviation removes two degrees of freedom, leaving $m-2$. So as long as $m > 2$, there should still be lots of room to have
          different sets with the same mean and standard deviation.






          share|cite|improve this answer











          $endgroup$




















            1












            $begingroup$

            Yes. Two sets of numbers has the same mean and the same SD iff their sum and the sum of their squares match.



            The set $1,2,3$ has sum $6$ and squares' sum $14$. The set $x,y,z$ the same mean and SD iff
            $$begincasesx+y+z=6\x^2+y^2+z^2=14endcases$$
            This is the intersection of a spherical surface and a plane passing through the center, that has certainly infinitely many points.






            share|cite|improve this answer











            $endgroup$








            • 1




              $begingroup$
              Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
              $endgroup$
              – Michael Seifert
              2 hours ago


















            0












            $begingroup$

            Let $A = x_1, x_2, dots, x_n$ add up to $nmu$.



            Then $B = 2mu-x_1, 2mu-x_2, dots, 2mu-x_n$ will also add up to $nmu$.



            We will also have
            beginalign
            sum_i=1^n (2mu - x_i)^2
            &= 4nmu^2 -4musum_i=1^n x_i + sum_i=1^n x_i^2\
            &= 4nmu^2 - 4nmu^2 + sum_i=1^n x_i^2\
            &= sum_i=1^n x_i^2
            endalign



            Hence the sets $A$ and $B$ have the same mean and standard deviation.



            As a side note, the $i^th$ and $(n-i)^th$ rows of the many $ntimes n$ magic squares, when $n$ is odd, have this property.






            share|cite|improve this answer











            $endgroup$













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              4 Answers
              4






              active

              oldest

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              4 Answers
              4






              active

              oldest

              votes









              active

              oldest

              votes






              active

              oldest

              votes









              8












              $begingroup$

              $-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.






              share|cite|improve this answer











              $endgroup$












              • $begingroup$
                @MoneyOrientedProgrammer No, just add a constant to all the numbers.
                $endgroup$
                – Robert Israel
                10 hours ago










              • $begingroup$
                @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
                $endgroup$
                – auscrypt
                10 hours ago










              • $begingroup$
                There are infinitely many sets of 4 values which have any given mean and standard deviation >0
                $endgroup$
                – auscrypt
                9 hours ago















              8












              $begingroup$

              $-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.






              share|cite|improve this answer











              $endgroup$












              • $begingroup$
                @MoneyOrientedProgrammer No, just add a constant to all the numbers.
                $endgroup$
                – Robert Israel
                10 hours ago










              • $begingroup$
                @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
                $endgroup$
                – auscrypt
                10 hours ago










              • $begingroup$
                There are infinitely many sets of 4 values which have any given mean and standard deviation >0
                $endgroup$
                – auscrypt
                9 hours ago













              8












              8








              8





              $begingroup$

              $-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.






              share|cite|improve this answer











              $endgroup$



              $-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.







              share|cite|improve this answer














              share|cite|improve this answer



              share|cite|improve this answer








              edited 10 hours ago

























              answered 10 hours ago









              auscryptauscrypt

              5,951212




              5,951212











              • $begingroup$
                @MoneyOrientedProgrammer No, just add a constant to all the numbers.
                $endgroup$
                – Robert Israel
                10 hours ago










              • $begingroup$
                @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
                $endgroup$
                – auscrypt
                10 hours ago










              • $begingroup$
                There are infinitely many sets of 4 values which have any given mean and standard deviation >0
                $endgroup$
                – auscrypt
                9 hours ago
















              • $begingroup$
                @MoneyOrientedProgrammer No, just add a constant to all the numbers.
                $endgroup$
                – Robert Israel
                10 hours ago










              • $begingroup$
                @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
                $endgroup$
                – auscrypt
                10 hours ago










              • $begingroup$
                There are infinitely many sets of 4 values which have any given mean and standard deviation >0
                $endgroup$
                – auscrypt
                9 hours ago















              $begingroup$
              @MoneyOrientedProgrammer No, just add a constant to all the numbers.
              $endgroup$
              – Robert Israel
              10 hours ago




              $begingroup$
              @MoneyOrientedProgrammer No, just add a constant to all the numbers.
              $endgroup$
              – Robert Israel
              10 hours ago












              $begingroup$
              @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
              $endgroup$
              – auscrypt
              10 hours ago




              $begingroup$
              @MoneyOrientedProgrammer No, simply add $4$ to all numbers in the example given. Both means are now $4$ and the standard deviation is left unchanged.
              $endgroup$
              – auscrypt
              10 hours ago












              $begingroup$
              There are infinitely many sets of 4 values which have any given mean and standard deviation >0
              $endgroup$
              – auscrypt
              9 hours ago




              $begingroup$
              There are infinitely many sets of 4 values which have any given mean and standard deviation >0
              $endgroup$
              – auscrypt
              9 hours ago











              8












              $begingroup$

              The example by auscrypt settles the question, but maybe it's worth mentioning why this should be obvious by considering degrees of freedom.



              Mean and standard deviation are two quantities. A collection of $m$ real numbers has $m$ degrees of freedom. Specifying the mean and standard deviation removes two degrees of freedom, leaving $m-2$. So as long as $m > 2$, there should still be lots of room to have
              different sets with the same mean and standard deviation.






              share|cite|improve this answer











              $endgroup$

















                8












                $begingroup$

                The example by auscrypt settles the question, but maybe it's worth mentioning why this should be obvious by considering degrees of freedom.



                Mean and standard deviation are two quantities. A collection of $m$ real numbers has $m$ degrees of freedom. Specifying the mean and standard deviation removes two degrees of freedom, leaving $m-2$. So as long as $m > 2$, there should still be lots of room to have
                different sets with the same mean and standard deviation.






                share|cite|improve this answer











                $endgroup$















                  8












                  8








                  8





                  $begingroup$

                  The example by auscrypt settles the question, but maybe it's worth mentioning why this should be obvious by considering degrees of freedom.



                  Mean and standard deviation are two quantities. A collection of $m$ real numbers has $m$ degrees of freedom. Specifying the mean and standard deviation removes two degrees of freedom, leaving $m-2$. So as long as $m > 2$, there should still be lots of room to have
                  different sets with the same mean and standard deviation.






                  share|cite|improve this answer











                  $endgroup$



                  The example by auscrypt settles the question, but maybe it's worth mentioning why this should be obvious by considering degrees of freedom.



                  Mean and standard deviation are two quantities. A collection of $m$ real numbers has $m$ degrees of freedom. Specifying the mean and standard deviation removes two degrees of freedom, leaving $m-2$. So as long as $m > 2$, there should still be lots of room to have
                  different sets with the same mean and standard deviation.







                  share|cite|improve this answer














                  share|cite|improve this answer



                  share|cite|improve this answer








                  edited 10 hours ago









                  David G. Stork

                  13.2k41937




                  13.2k41937










                  answered 10 hours ago









                  Robert IsraelRobert Israel

                  338k23231489




                  338k23231489





















                      1












                      $begingroup$

                      Yes. Two sets of numbers has the same mean and the same SD iff their sum and the sum of their squares match.



                      The set $1,2,3$ has sum $6$ and squares' sum $14$. The set $x,y,z$ the same mean and SD iff
                      $$begincasesx+y+z=6\x^2+y^2+z^2=14endcases$$
                      This is the intersection of a spherical surface and a plane passing through the center, that has certainly infinitely many points.






                      share|cite|improve this answer











                      $endgroup$








                      • 1




                        $begingroup$
                        Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
                        $endgroup$
                        – Michael Seifert
                        2 hours ago















                      1












                      $begingroup$

                      Yes. Two sets of numbers has the same mean and the same SD iff their sum and the sum of their squares match.



                      The set $1,2,3$ has sum $6$ and squares' sum $14$. The set $x,y,z$ the same mean and SD iff
                      $$begincasesx+y+z=6\x^2+y^2+z^2=14endcases$$
                      This is the intersection of a spherical surface and a plane passing through the center, that has certainly infinitely many points.






                      share|cite|improve this answer











                      $endgroup$








                      • 1




                        $begingroup$
                        Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
                        $endgroup$
                        – Michael Seifert
                        2 hours ago













                      1












                      1








                      1





                      $begingroup$

                      Yes. Two sets of numbers has the same mean and the same SD iff their sum and the sum of their squares match.



                      The set $1,2,3$ has sum $6$ and squares' sum $14$. The set $x,y,z$ the same mean and SD iff
                      $$begincasesx+y+z=6\x^2+y^2+z^2=14endcases$$
                      This is the intersection of a spherical surface and a plane passing through the center, that has certainly infinitely many points.






                      share|cite|improve this answer











                      $endgroup$



                      Yes. Two sets of numbers has the same mean and the same SD iff their sum and the sum of their squares match.



                      The set $1,2,3$ has sum $6$ and squares' sum $14$. The set $x,y,z$ the same mean and SD iff
                      $$begincasesx+y+z=6\x^2+y^2+z^2=14endcases$$
                      This is the intersection of a spherical surface and a plane passing through the center, that has certainly infinitely many points.







                      share|cite|improve this answer














                      share|cite|improve this answer



                      share|cite|improve this answer








                      edited 10 hours ago

























                      answered 10 hours ago









                      ajotatxeajotatxe

                      55.6k24291




                      55.6k24291







                      • 1




                        $begingroup$
                        Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
                        $endgroup$
                        – Michael Seifert
                        2 hours ago












                      • 1




                        $begingroup$
                        Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
                        $endgroup$
                        – Michael Seifert
                        2 hours ago







                      1




                      1




                      $begingroup$
                      Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
                      $endgroup$
                      – Michael Seifert
                      2 hours ago




                      $begingroup$
                      Nitpick: the plane $x + y + z = 6$ does not pass through the center of the sphere $x^2 + y^2 + z^2 = 14$.
                      $endgroup$
                      – Michael Seifert
                      2 hours ago











                      0












                      $begingroup$

                      Let $A = x_1, x_2, dots, x_n$ add up to $nmu$.



                      Then $B = 2mu-x_1, 2mu-x_2, dots, 2mu-x_n$ will also add up to $nmu$.



                      We will also have
                      beginalign
                      sum_i=1^n (2mu - x_i)^2
                      &= 4nmu^2 -4musum_i=1^n x_i + sum_i=1^n x_i^2\
                      &= 4nmu^2 - 4nmu^2 + sum_i=1^n x_i^2\
                      &= sum_i=1^n x_i^2
                      endalign



                      Hence the sets $A$ and $B$ have the same mean and standard deviation.



                      As a side note, the $i^th$ and $(n-i)^th$ rows of the many $ntimes n$ magic squares, when $n$ is odd, have this property.






                      share|cite|improve this answer











                      $endgroup$

















                        0












                        $begingroup$

                        Let $A = x_1, x_2, dots, x_n$ add up to $nmu$.



                        Then $B = 2mu-x_1, 2mu-x_2, dots, 2mu-x_n$ will also add up to $nmu$.



                        We will also have
                        beginalign
                        sum_i=1^n (2mu - x_i)^2
                        &= 4nmu^2 -4musum_i=1^n x_i + sum_i=1^n x_i^2\
                        &= 4nmu^2 - 4nmu^2 + sum_i=1^n x_i^2\
                        &= sum_i=1^n x_i^2
                        endalign



                        Hence the sets $A$ and $B$ have the same mean and standard deviation.



                        As a side note, the $i^th$ and $(n-i)^th$ rows of the many $ntimes n$ magic squares, when $n$ is odd, have this property.






                        share|cite|improve this answer











                        $endgroup$















                          0












                          0








                          0





                          $begingroup$

                          Let $A = x_1, x_2, dots, x_n$ add up to $nmu$.



                          Then $B = 2mu-x_1, 2mu-x_2, dots, 2mu-x_n$ will also add up to $nmu$.



                          We will also have
                          beginalign
                          sum_i=1^n (2mu - x_i)^2
                          &= 4nmu^2 -4musum_i=1^n x_i + sum_i=1^n x_i^2\
                          &= 4nmu^2 - 4nmu^2 + sum_i=1^n x_i^2\
                          &= sum_i=1^n x_i^2
                          endalign



                          Hence the sets $A$ and $B$ have the same mean and standard deviation.



                          As a side note, the $i^th$ and $(n-i)^th$ rows of the many $ntimes n$ magic squares, when $n$ is odd, have this property.






                          share|cite|improve this answer











                          $endgroup$



                          Let $A = x_1, x_2, dots, x_n$ add up to $nmu$.



                          Then $B = 2mu-x_1, 2mu-x_2, dots, 2mu-x_n$ will also add up to $nmu$.



                          We will also have
                          beginalign
                          sum_i=1^n (2mu - x_i)^2
                          &= 4nmu^2 -4musum_i=1^n x_i + sum_i=1^n x_i^2\
                          &= 4nmu^2 - 4nmu^2 + sum_i=1^n x_i^2\
                          &= sum_i=1^n x_i^2
                          endalign



                          Hence the sets $A$ and $B$ have the same mean and standard deviation.



                          As a side note, the $i^th$ and $(n-i)^th$ rows of the many $ntimes n$ magic squares, when $n$ is odd, have this property.







                          share|cite|improve this answer














                          share|cite|improve this answer



                          share|cite|improve this answer








                          edited 1 hour ago

























                          answered 1 hour ago









                          steven gregorysteven gregory

                          18.7k32659




                          18.7k32659



























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