In: Statistics and Probability
Age at diagnosis for each of 20 patients under treatment for meningitis was given in a research paper. Suppose the ages (in years) were as follows.
18 | 18 | 27 | 19 | 23 | 20 | 66 | 18 | 21 | 18 | 20 | 18 |
18 | 20 | 18 | 19 | 28 | 16 | 18 | 18 |
(a)
Calculate the values of the sample mean and the standard deviation. (Round your standard deviation to three decimal places.)
sample mean =
rstandard deviation =
(b)
Compute the upper quartile, the lower quartile, and the interquartile range.
upper quartile=
lower quartile =
interquartile range =
(c)
Are there any mild or extreme outliers present in this data set? (Enter your answers as comma-separated lists. If there is no answer, enter NONE.)
mild outliers=
extreme outliers=
The Given Data of ages of patients is:
18 | 18 | 27 | 19 | 23 | 20 | 66 | 18 | 21 | 18 | 20 | 18 |
18 | 20 | 18 | 19 | 28 | 16 | 18 | 18 |
a) The sample mean is given by:
The sample standard deviation is given by:
b) Sorting the data:
16 18 18 18 18 18 18 18 18 18 19 19 20 20 20 21 23 27 28 66
First quartile is the observation of the data below which 25% of
the observations falls.
Therefore Q1=(18+18)/2=18
Upper quartile is the observation above which 25% observations lies.
Q3=(21+23)/2=22
The interquartile range is IQR=Q3-Q1
IQR=22-18=4
c) The points which are below Q1-1.5*IQR and above Q3+1.5*IQR are considered as a outliers.
Therefore Q1-1.5*IQR=18-1.5*4=18-6=12
and Q3+1.5*IQR=18+6=24
Therefore 27, 28 are mild outliers while observation 66 is extreme outlier.