In: Statistics and Probability
Use this table to answer the following questions:
Text Message |
X2 |
Video Chat |
X2 |
Phone Conversation |
X2 |
|||
3 | 10 | 6 | ||||||
3 | 9 | 5 | ||||||
5 | 8 | 6 | ||||||
6 | 8 | 6 | ||||||
4 | 9 | 7 | ||||||
3 | 8 | 4 | ||||||
4 | 6 | 5 | ||||||
2 | 7 | 6 | ||||||
5 | 7 | 3 | ||||||
4 | 10 | 6 | ||||||
n |
N |
|||||||
ΣX |
ΣΣX |
|||||||
X |
(ΣΣX)2/N |
|||||||
Σ(X2) |
ΣΣ(X2) |
|||||||
(ΣX)2/n |
Σ(ΣX)2/n |
|||||||
1 What is the Sum of Squares (SS) between?
Group of answer choices
a. 95.26
b. 935.8
c. 40.9
d. 836.40
e. 28.47
2. Now let's figure out what's the Sum of Squares (SS) within?
a. 40.9
b. 166
c. 935.8
d. 91.3
e. 58.20
3. Okay, what's the Mean Squares Within (MSwithin)?
a. 4.98
b. 2.16
c. 3.381
d. 1.51
4. What's the Mean Squares Between (MSBetween)?
a. 47.63
b. 2.16
c. 14.23
d. 8.63
5. Now we're ready to calculate the test statistic round to 2 decimals.
a. F = 13.39
b. F = 9.40
c. F = 31.44
d F = 3.70
6. What is the df between (also known as the df Numerator)?
df = 30
df = 3
df = 2
df = 27
7. What is the df within (also known as the df Demominator)?
a. 2
b. 30
c. 27
d. 3
8. What is the critical value?
3.36
4.56
2.87
5.49
9. Based on the critical value and the obtained value, do you accept or reject the null hypothesis?
Fail to reject the null hypothesis
Reject the null hypothesis
10. Based on your answer to the previous question, should we run a post hoc test (don't worry, I won't make you calculate them, I just want to know if we should do a post hoc test in this situation).
a. No
b. Yes
Solution
We find the solution using Excel
Output for ANOVA using Excel is given below
Anova: Single Factor | ||||||
SUMMARY | ||||||
Groups | Count | Sum | Average | Variance | ||
Text Message | 10.00 | 39.00 | 3.90 | 1.43 | ||
Video Chat | 10.00 | 82.00 | 8.20 | 1.73 | ||
Phone Conversation | 10.00 | 54.00 | 5.40 | 1.38 | ||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Between Groups | 95.27 | 2.00 | 47.63 | 31.44 | 0.00 | 3.35 |
Within Groups | 40.90 | 27.00 | 1.51 | |||
Total | 136.17 | 29.00 |
What is the Sum of Squares (SS) between?
Answer : 95.26
2. Now let's figure out what's the Sum of Squares (SS) within?
Answer : 40.9
3. Okay, what's the Mean Squares Within (MSwithin)?
Answer : 1.51
4. What's the Mean Squares Between (MSBetween)?
Answer : 47.61
5. Now we're ready to calculate the test statistic round to 2 decimals
Answer : 31.44
6. What is the df between (also known as the df Numerator)?
Answer : 2
7. What is the df within (also known as the df Demominator)?
Answer : 27
8. What is the critical value?
Answer : 3.36
9. Based on the critical value and the obtained value, do you accept or reject the null hypothesis?
Reject the null hypothesis
10. Based on your answer to the previous question, should we run a post hoc test (don't worry, I won't make you calculate them, I just want to know if we should do a post hoc test in this situation).
b. Yes