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21 October, 22:37

What happens to the median, mode, and standard deviation when 3 is added to every value in a data set?

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  1. 21 October, 23:35
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    Adding a constant to each value in a data set does not change the distance between values so the standard deviation remains the same.

    For example, consider the following numbers

    2

    ,

    3

    ,

    4

    ,

    4

    ,

    5

    ,

    6

    ,

    8

    ,

    10

    for this set of data the standard deviation would be

    s

    =





    n

    i=1

    (

    x

    i

    -

    ¯

    x

    )

    2

    n

    -

    1

    s

    =



    (

    2

    -

    5.25

    )

    2

    +

    (

    3

    -

    5.25

    )

    2

    +

    ...

    +

    (

    10

    -

    5.25

    )

    2

    8

    -

    1

    s

    =

    2.65922

    If we were to add 5 to each value in this data set, the new set of values would be:

    7

    ,

    8

    ,

    9

    ,

    9

    ,

    10

    ,

    11

    ,

    13

    ,

    15

    s

    =



    (

    7

    -

    10.25

    )

    2

    +

    (

    8

    -

    10.25

    )

    2

    +

    ...

    +

    (

    15

    -

    10.25

    )

    2

    8

    -

    1

    s

    =

    2.65922

    As you can see the s. d. remains the same unless you multiply every value by a constant.
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