A set of data consists of the following 5 numbers: 0,2,4,6 and 8.Which two numbers,if added to create a set of 7 numbers will result in a new standard deviation that is close to the standard deviation for the original 5 numbers?
A.-1 and 9
B. 4 and 4
C. 3 and 5
D. 2 and 6
E. 0 and 8
My approach:
Though Not sure if a shorter method available but please advice if this one works!!
0 2 4 6 8 ..................mean ===>4
variance= ( X-m)^2 /N which is 2*(2^2+ 4^2)/5 = 8
now we need to add 2 numbers and be as close as posible to the original SD which is sqrt(8)
assume A as the sum of the new variances ....
A= (X6 - mean)^2 + (X7 - mean)^2
we know that
(40 + A)/7 = 8
(X6 - mean)^2 + (X7 - mean)^2= 16
(X6 - 4)^2 + (X7 - 4)^2 = 16
by looking into the choices..... i get from choice D ==>8
and from choice E ==> 32
both 32 and 8 are equidistant from 16
SO MY QUESTION IS WHICH ONE SHOULD I GO FOR :O
standard deviation for the original 5 numbers?
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I'm not understanding this part here. Can explain this part in more detail? I would like to learn this.apoorva.srivastva wrote: assume A as the sum of the new variances ....
A= (X6 - mean)^2 + (X7 - mean)^2
we know that
(40 + A)/7 = 8
(X6 - mean)^2 + (X7 - mean)^2= 16
(X6 - 4)^2 + (X7 - 4)^2 = 16
and as for picking between D and E, isn't 8 closer to 16 than 32?
|16-8|=8,
|32-16|=16
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This question is about standard deviation, and you already calculated it to be sqrt(8). Forget variance.A= (X6 - mean)^2 + (X7 - mean)^2
Standard deviation is the measure of the spread from the mean to the points in the data set. This spread is about sqrt(8)= 2sqrt(2) ~ 2 * 1.4 = 2.8.
You noted that the mean is 4. You want to find the 2 points that are closest to a distance of 2.8 (standard deviation) from 4 (the mean).
Your ideal choice would be 4 - 2.8 = 1.2 and 4 + 2.8 = 6.8. Sadly, 1.2, 6.8 isn't a choice. 2, 6 are as close as we get so the choice is D.