In: Statistics and Probability
Answer: In an effort to recieve faster payments of invoicea a company introduces 2 discount plans.
one set of customers is given 2 percent discount, another set is given one percent discount, third set is not offered any incentive.
Solution:
The hypothesis test:
Null hypothesis, Ho: μ1 = μ2 = μ3
Alternative hypothesis, Ha: not all means are equal.
From the given data,
2%discount | 1%discount | No discount | Total | |
n | 5 | 5 | 5 | 15 |
∑x | 60 | 85 | 80 | 225 |
x̄ | 12 | 17 | 16 | 15 |
∑x^2 | 754 | 1551 | 1338 | 3643 |
Std.Dev. | 2.9155 | 5.1478 | 3.8079 | 4.3753 |
ANOVA Table:
Source | df | SS | MS | F | P |
Residual | 2 | 70 | 35 | 2.121 | 0.1626 |
Error | 12 | 198 | 16.5 | ||
Total | 14 | 268 |
Therefore, the F value = 2.121.
The option 4) is correct answer.
Since P-value (0.1626) > 0.05 significance level.
We fail to reject the null hypothesis Ho.
There is insufficient evidence to conclude that not all means are equal. Therefore, offers does not get faster payments.