In: Statistics and Probability
3, 7, 8, 5, 6, 4, 9, 10, 7, 8, 6, 5 Using the previous question 's scores, If three points were added to every score in this distribution, what would be the new mean? If three points were added to every score in this distribution, what would be the new standard deviation. Remember, you have already calculated population standard deviation in a previous problem. This problem requires two answers.
solution:
Given scores
3, 7, 8, 5, 6, 4, 9, 10, 7, 8, 6, 5
No.of observation (n) = 12
we know that
Mean () = = (X1+X2+X3.....+Xn) / n
Standard deviation (S) =
Let's find mean for above scores
Mean = (3+7+ 8+5+6+4+9+10+7+8+6+5 ) / 12 = 6.5
Standard deviation (S) =
= 2.067
If we add some k to each observation then
Mean (1) = ((X1+k) + (X2+k) + (X3+k) +.....+ (Xn+k) ) / n
= (X1+X2+X3.....+Xn + nk ) / n
= (X1+X2+X3.....+Xn) / n + k
1 = + k
Standard deviation (S1) =
=
= S
Therefore after adding 3 to each observation
Mean (1) = + k = 6.5+3 = 9.5 [Increases by 3 ]
Standard deviation (S1) = S = 2.067 [ Remains same ]