In: Statistics and Probability
There are 25 students in a class. The lowest quiz score is a 5. The average quiz score is 14, median is 15, and SD is 3. If the student who got a 5 has their grade changed to a 10, what happens to the average, the median, and the SD, respectively? Answer in detail.
1)changing one score from 5 to 10 , increases the total of the scores, and in turn, mean of the scores increases,
new mean =(previous total+change in value)/n =(25*5+(10-5))/25 =5.2
2) since median is the middle value and is higher than 10 . therefore median will not get affected by the change and remains same as 15
3)
since the lowest score comes closer to the mean average value , which in turn reduces the deviation from mean and therefore SD will decrease,
let previous distribution is X before change and after change it becomes Y.
from above x =25*14 =350
SS(x=n*(SD(x))2=x 2-(x)2/n =x 2 -(350)2/25
25*32 =x 2-4900
x 2=4900+225 =5125
therefore new distribution:
y =x+(10-5) =350+5 =355
and y2 = x2+(102-52) =5125+100-25 =5200
therefore new standard deviation SD(y) =sqrt((y2-(y)2/n)/(n) =sqrt((5200-3552/25)/25) =2.5219