In: Statistics and Probability
When only two treatments are involved, ANOVA and the Student’s t test (Chapter 11) result in the same conclusions. Also, for computed test statistics, t2 = F. To demonstrate this relationship, use the following example. Fourteen randomly selected students enrolled in a history course were divided into two groups, one consisting of 6 students who took the course in the normal lecture format. The other group of 8 students took the course as a distance course format. At the end of the course, each group was examined with a 50-item test. The following is a list of the number correct for each of the two groups.
Traditional Lecture (first column) Distance (second column)
38 42
35 33
37 46
35 35
32 49
37 33
44
41
a-1.) Complete the ANOVA table. (Round your SS, MS, and F values to 2 decimal places and p value to 4 decimal places.)
a-2.) Use a α = 0.05 level of significance. (Round your answer to 2 decimal places.)
B) Using the t test from Chapter 11, compute t. (Negative amount should be indicated by a minus sign. Round your answer to 3 decimal places.)
C)There is any difference in the mean test scores.
a)
Using Excel
data -> data analysis -> Anova single factor
Anova: Single Factor | |||||
SUMMARY | |||||
Groups | Count | Sum | Average | Variance | |
traditional | 6 | 214 | 35.66666667 | 4.6666667 | |
distance | 8 | 323 | 40.375 | 37.125 | |
ANOVA | |||||
Source of Variation | SS | df | MS | F | P-value |
Between Groups | 76.01 | 1 | 76.01 | 3.22 | 0.0979 |
Within Groups | 283.21 | 12 | 23.60 | ||
Total | 359.21 | 13 |
ANova table is above
F = 3.22
b)
using Excel
data -> data analysis ->
t-Test: Two-Sample Assuming Equal Variances | ||
traditional | distance | |
Mean | 35.667 | 40.375 |
Variance | 4.667 | 37.125 |
Observations | 6 | 8 |
Pooled Variance | 23.601 | |
Hypothesized Mean Difference | 0 | |
df | 12 | |
t Stat | -1.795 | |
P(T<=t) one-tail | 0.049 | |
t Critical one-tail | 1.782 | |
P(T<=t) two-tail | 0.098 | |
t Critical two-tail | 2.179 |
TS = -1.795
c)
p-value = 0.098 > 0.05
hence we fail to reject the null hypothesis
there is not significant difference
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