In: Statistics and Probability
Three manufacturing companies supply consumables to a large
corporation in batches of
300 units. Random samples of six recently supplied batches from
each of the three
suppliers were carefully checked, and the numbers of parts not
conforming to standards
were recorded. These numbers are listed in the table below:
Supplier A | Supplier B | Supplier C |
28 | 22 | 33 |
37 | 27 | 29 |
34 | 29 | 39 |
29 | 20 | 33 |
31 | 18 | 37 |
33 | 30 | 38 |
a) Prepare the analysis of variance table for these data. [12
Marks]
b) Test the null hypothesis that the population mean numbers of
parts per batch not
conforming to standards are the same for all three suppliers at 5%
level of
significance. | [8 Marks |
Solution
We will solve ANOVA using Excel
So the output for anova from excel is given below
a) Prepare the analysis of variance table for these data.
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Supplier A | 6 | 192 | 32 | 11.2 | ||
Supplier B | 6 | 146 | 24.33333 | 25.06667 | ||
Supplier C | 6 | 209 | 34.83333 | 14.56667 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 354.1111 | 2 | 177.0556 | 10.44918 | 0.001438 | 3.68232 |
Within Groups | 254.1667 | 15 | 16.94444 | |||
Total | 608.2778 | 17 |
b) Test the null hypothesis that the population mean numbers of
parts per batch not
conforming to standards are the same for all three suppliers at 5%
level of significance.
Here the F-statistic = 10.44918 > F crit = 3.68232
So we reject the null hypothesis and conclude that population
mean numbers of parts per batch not
conforming to standards are not same for all three suppliers at 5%
level of significance.