In: Statistics and Probability
The following data are the the weights of 25 students recorded as follows: 39, 43, 36, 38, 46, 51, 33, 44, 44, 43, 63, 23, 35, 39, 23, 24, 33, 36, 49, 21, 30, 32, 33, 35, 36
Find the Mean, Median, Q1, Q3, IQR, Outliers (If there are no outliers, write "None")
a) Without sketching the graph, reason and explain whether the distribution is symmetric or skewed.
(b) Draw a sketchplot of this data
Here,
Mean
Sorting the observations in ascending order of magnitude, we get
21,23,23,24,30,32,33,33,33,35,35,36,36,36,38,39,39,43,43,44,44,46,49,51,63
To find Q1,
th observation in the sorted data set.
6th observation in the sorted data set = 32
7th observation in the sorted data set = 33
So,
To find Q3,
th observation in the sorted data set.
19th observation in the sorted data set = 43
20th observation in the sorted data set = 44
So,
IQR = Q3 - Q1 = 43.5 - 32.5 = 11
lower bound for outlier = Q1 - 1.5*IQR = 32.5 - (1.5*11) = 16
upper bound for outlier = Q3 + 1.5*IQR = 43.5 + (1.5*11) = 60
There is one observation 63 which is outside the interval (16, 60), so it can be considered as outlier.
b)