In: Statistics and Probability
Repeat analyses of the sulphate in ground waters using a gravimetric analysis technique yielded the following data for successive samples: 27.4, 27.6, 25.2, 27.3, 27.3 ppm sulphate. Using 95% confidence criteria which of the following statements is true?
Select one:
a. 25.2 should be rejected
b. 27.4 should be rejected
c. 25.2 and 27.4 should be rejected
d. no data should be rejected
Correct option:
a. 25.2 should be rejected
Explanation:
From the given data, the following Table is calculated:
n = 5
x | (x - ) | (x - )2 |
27.4 | 0.44 | 0.1936 |
27.6 | 0.64 | 0.4096 |
25.2 | - 1.76 | 3.0976 |
27.3 | 0.34 | 0.1156 |
27.3 | 0.34 | 0.1156 |
Total = | 3.9320 |
SE = s/
= 0.9915/
= 0.4434
= 0.05
ndf = n - 1 = 5 - 1 = 4
From Table, critical values of t = 2.7764
Confidence Interval:
26.96 (2.7764 X 0.4434)
= 26.96 1.2311
= (25.7289 ,28.1911)
Since 25.2 is not included in the Confidence Interval, 25.2 should be rejected.
Since 27.4 is included in the Confidence Interval, 25.2 should not be rejected.
So,
Correct option:
a. 25.2 should be rejected