Question

In: Statistics and Probability

Use this table to answer the following questions: Text Message X2 Video Chat X2 Phone Conversation...

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)

X)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

Solutions

Expert Solution

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


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