In: Statistics and Probability
TABLE 11- 4
An agronomist wants to compare the crop yield of 3 varieties of
chickpea seeds. She plants 15 fields, 5 with each variety. She then
measures the crop yield in bushels per acre. Treating this as a
completely randomized design, the results are presented in the
table that follows.
Trial | Smith | Walsh | Trevor |
1 | 11.1 | 19.0 | 14.6 |
2 | 13.5 | 18.0 | 15.7 |
3 | 15.3 | 19.8 | 16.8 |
4 | 14.6 | 19.6 | 16.7 |
5 | 9.8 | 16.6 | 15.2 |
True or False: Referring to Table 11- 4, the decision made at 0.005
level of significance implies that all 3 means are significantly
different.
True
False
Claim: All 3 means are significantly different.
The null and alternative hypothesis is:
H1: At least one of the mean is different.
Level of significance = 0.005
By using excel we can solve this question easily.
First, enter all data into excel.
Click on Data -------> Data Analysis--------> Anova:
Single-Factor-----> Input Data -------> Select all data
-------> Output Range : Select any empty cell -------->
ok
We get
We get Test statistic F = 15.24149
P-value = 0.000508
P-value < 0.005 we reject null hypothesis.
Conclusion:
All 3 means are significantly different.
True