In: Statistics and Probability
A team of comparative psychologists are interested in the maternal behavior or rats. In an experiment, 10, 20, and 25 day-old rat pups were separated from their mothers. They then recorded the time (in seconds) required for the mother rats to retrieve the pups. The psychologists were interest in whether retrieval time varies with age. The data are given below. What can be concluded with an α of 0.05?
10 days old |
20 days old |
25 days old |
---|---|---|
16 11 26 16 21 19 |
31 16 21 26 24 23 |
56 26 41 34 36 31 |
Make an interpretation based on the results.
At least one of the rat pup ages differed on the mother retrieval time.None of the rat pup ages differed on the mother retrieval time.
e) Conduct Tukey's Post Hoc Test for the following
comparisons:
1 vs. 3: difference = ;
significant: ---Select--- Yes No
1 vs. 2: difference = ;
significant: ---Select--- Yes No
f) Conduct Scheffe's Post Hoc Test for the
following comparisons:
1 vs. 2: test statistic = ;
significant: ---Select--- Yes No
1 vs. 3: test statistic = ;
significant: ---Select--- Yes No
Groups | Count | Sum | Average | Variance |
10 days old | 6 | 109 | 18.16667 | 26.16667 |
20 days old | 6 | 141 | 23.5 | 25.1 |
25 days old | 6 | 224 | 37.33333 | 108.6667 |
Hypothesis:
H0 : All means are equal
H1: Atleast one mean is not equal
alpha = 0.05
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 1174.333 | 2 | 587.1667 | 11.01396 | 0.001139 | 3.68232 |
Within Groups | 799.6667 | 15 | 53.31111 | |||
Total | 1974 | 17 |
Since the test statistic F (11.01) is greater than critical value 3.68, hence we reject null hypothesis and there is a significant evidence to conclude that At least one of the rat pup ages differed on the mother retrieval time.
e) Conduct Tukey's Post Hoc Test
treatments pair | Tukey HSD Q statistic | Tukey HSD p-value | Tukey HSD inferfence |
1 vs 2 | 1.7892 | 0.436811 | insignificant |
1 vs 3 | 6.43 | 0.001051 | ** p<0.01 |
2 vs 3 | 4.6408 | 0.013136 | * p<0.05 |
1 vs. 3: difference = 6.43 ; significant: Yes
1 vs. 2: difference = 1.7892 ; significant: No
f) Conduct Scheffe's Post Hoc Test
treatments pair | Scheffé test statistic | Scheffé p-value | Scheffé inferfence |
1 vs 2 | 1.2652 | 0.467458 | insignificant |
1 vs 3 | 4.5467 | 0.001507 | ** p<0.01 |
2 vs 3 | 3.2815 | 0.017279 | * p<0.05 |
1 vs. 2: test statistic = 1.2652 ; significant: No
1 vs. 3: test statistic = 4.5467 ; significant: Yes