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
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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?
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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
$begingroup$
By inspection I notice that
Shifting does not change the standard deviation but change mean.
1,3,4
has the same standard deviation as11,13,14
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
$endgroup$
add a comment |
$begingroup$
By inspection I notice that
Shifting does not change the standard deviation but change mean.
1,3,4
has the same standard deviation as11,13,14
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
$endgroup$
add a comment |
$begingroup$
By inspection I notice that
Shifting does not change the standard deviation but change mean.
1,3,4
has the same standard deviation as11,13,14
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
$endgroup$
By inspection I notice that
Shifting does not change the standard deviation but change mean.
1,3,4
has the same standard deviation as11,13,14
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
standard-deviation means
edited 10 hours ago
Asaf Karagila♦
312k33445778
312k33445778
asked 10 hours ago
Money Oriented ProgrammerMoney Oriented Programmer
423210
423210
add a comment |
add a comment |
4 Answers
4
active
oldest
votes
$begingroup$
$-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.
$endgroup$
$begingroup$
@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
add a comment |
$begingroup$
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.
$endgroup$
add a comment |
$begingroup$
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.
$endgroup$
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
add a comment |
$begingroup$
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.
$endgroup$
add a comment |
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4 Answers
4
active
oldest
votes
4 Answers
4
active
oldest
votes
active
oldest
votes
active
oldest
votes
$begingroup$
$-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.
$endgroup$
$begingroup$
@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
add a comment |
$begingroup$
$-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.
$endgroup$
$begingroup$
@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
add a comment |
$begingroup$
$-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.
$endgroup$
$-2,-1,3$ and $-3,1,2$ both have a mean of $0$ and a standard deviation of $sqrtfrac143$.
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
add a comment |
$begingroup$
@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
add a comment |
$begingroup$
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.
$endgroup$
add a comment |
$begingroup$
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.
$endgroup$
add a comment |
$begingroup$
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.
$endgroup$
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.
edited 10 hours ago
David G. Stork
13.2k41937
13.2k41937
answered 10 hours ago
Robert IsraelRobert Israel
338k23231489
338k23231489
add a comment |
add a comment |
$begingroup$
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.
$endgroup$
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
add a comment |
$begingroup$
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.
$endgroup$
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
add a comment |
$begingroup$
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.
$endgroup$
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.
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
add a comment |
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
add a comment |
$begingroup$
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.
$endgroup$
add a comment |
$begingroup$
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.
$endgroup$
add a comment |
$begingroup$
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.
$endgroup$
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.
edited 1 hour ago
answered 1 hour ago
steven gregorysteven gregory
18.7k32659
18.7k32659
add a comment |
add a comment |
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