In: Advanced Math
Given the data set: 72.51, 72.61, 73.67, 72.55, identify/calculate:
a) the suspected outlier
b) the absolute value of “suspect value – average value”
c) the absolute standard deviation
d) G calculated
e) G reference
f) May we reject the suspect value?
(a)
The suspected outlier = 73.67
Explanation:
From the given data, the following statistics are calculated:
n = Sample Size = 4
= Sample Mean = 291.34/4 = 72.835
The deviations of 4 data points from mean are as follows:
x | (x - ) |
72.51 | - 0.325 |
72.61 | - 0.225 |
73.67 | 0.835 |
72.55 | - 0.285 |
It is noted that the point 73.67 has the maximum deviation. So,it is the suspected outlier.
(b)
The absolute value of "suspect value - average value" is given by:
(c)
x | (x - ) | (x - )2 |
72.51 | - 0.325 | 0.1056 |
72.61 | - 0.225 | 0.0506 |
73.67 | 0.835 | 0.6972 |
72.55 | - 0.285 | 0.0812 |
Total = | 0.9347 |
Variance = s2 =0.9347/3 = 0.3116
So,
the absolute Standard Deviation = s =
(d)
(e)
For n = 4, From Table:
(f)
Since :
We cannot reject the suspect value.