In: Statistics and Probability
Use this table to answer the following questions:
Text Message |
X2 |
Video Chat |
X2 |
Phone Conversation |
X2 |
|||
4 |
10 |
5 |
||||||
5 |
8 |
5 |
||||||
5 |
7 |
4 |
||||||
6 |
5 |
5 |
||||||
5 |
6 |
6 |
||||||
7 |
7 |
6 |
||||||
6 |
8 |
5 |
||||||
7 |
8 |
7 |
||||||
5 |
9 |
6 |
||||||
4 |
8 |
8 |
||||||
n |
N |
|||||||
ΣX |
ΣΣX |
|||||||
X |
(ΣΣX)2/N |
|||||||
Σ(X2) |
ΣΣ(X2) |
|||||||
(ΣX)2/n |
Σ(ΣX)2/n |
|||||||
1. This one is tough! There are lots of steps we need to take before we can calculate the final test statistic. Let's break it down into steps. What is the Sum of Squares (SS) between? See the powerpoint for the formula for this one!
Group of answer choices
A. 28.47
B. 935.8
C. 40.9
D. 836.40
E. 17.27
2. Okay, now let's figure out what's the Sum of Squares (SS) within?
Group of answer choices
A. 58.20
B. 166
C. 91.3
D. 935.8
E. 40.9
3. Okay, what's the Mean Squares Within (MSwithin)? See the powerpoint for this formula. Remember, you'll need to calculate the DF to figure this one out!
Group of answer choices
A. 1.51
B. 3.381
C. 2.16
D. 4.98
4. What's the Mean Squares Between (MSBetween)?
Group of answer choices
A. 8.63
B. 2.16
C. 28.20
D. 14.23
5. Now we're ready to calculate the test statistic (yay!). Tell me the correct value of the test statistic, round to 2 decimals.
Group of answer choices
A. F = 9.40
B. F = 4.01
C. F = 13.39
D. F = 3.70
6. What is the df between (also known as the df Numerator)?
Group of answer choices
A. df = 30
B. df = 2
C. df = 27
D. df = 3
7. What is the df within (also known as the df Demominator)?
Group of answer choices
A. 2
B. 30
C. 27
D. 3
8. What is the critical value?
Group of answer choices
A. 2.87
B. 4.56
C. 3.36
D. 5.49
9. Based on the critical value and the obtained value, do you accept or reject the null hypothesis?
Group of answer choices
A. Fail to reject the null hypothesis
B. 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).
Group of answer choices
A. No
B. Yes
11. Write up your results as you would see them in a research paper. Be sure that you include the means and standard deviations for each group in your write-up, as well as a sentence or two explaining the results! See the powerpoint for help with this. You do not need to calculate or include the post-hoc test here.
n | Text Message | Video Chat | Phone Conversation |
1 | 4 | 10 | 5 |
2 | 5 | 8 | 5 |
3 | 5 | 7 | 4 |
4 | 6 | 5 | 5 |
5 | 5 | 6 | 6 |
6 | 7 | 7 | 6 |
7 | 6 | 8 | 5 |
8 | 7 | 8 | 7 |
9 | 5 | 9 | 6 |
10 | 4 | 8 | 8 |
Total | 54 | 76 | 57 |
X^2 | 302 | 596 | 337 |
Grand total | 187 | ||
Grand squared total | 1235 | N = 30 |
This is a test for single factor ANOVA
This is ANOVA - Single Factor. We first need to find the and . They are 'Total variance' and 'Variance in between the treatments' respectively.
We know
=
Grand total = 187 Sum of individual squares = 1235
= 69.367
=
Note: We have to separately sum for all the treatment.
=
= 1194.1
= 28.467
69.367 - 28.467
= 40.9
We can also use excel data analysis function
Steps:
: The means are equal
: At least one of the means is not equal.
We put the cacluated values in the ANOVA table
ANOVA | ||||
Source of Variation | SS | df | MS (SS /df) | F |
Between Groups | 28.467 | 2.000 ( k -1) | 14.233 | 9.396 |
Within Groups | 40.900 | 27.000 (n- k) | 1.515 | |
Total | 69.367 | 29.000 |
What is the Sum of Squares (SS) between? See the powerpoint for the formula for this one!
Group of answer choices
A. 28.47
B. 935.8
C. 40.9
D. 836.40
E. 17.27
2. Okay, now let's figure out what's the Sum of Squares (SS) within?
Group of answer choices
A. 58.20
B. 166
C. 91.3
D. 935.8
E. 40.9
3. Okay, what's the Mean Squares Within (MSwithin)? See the powerpoint for this formula. Remember, you'll need to calculate the DF to figure this one out!
Group of answer choices
A. 1.51
B. 3.381
C. 2.16
D. 4.98
4. What's the Mean Squares Between (MSBetween)?
Group of answer choices
A. 8.63
B. 2.16
C. 28.20
D. 14.23
5. Now we're ready to calculate the test statistic (yay!). Tell me the correct value of the test statistic, round to 2 decimals.
Test Stat = MSB / MSE
= 9.396
Group of answer choices
A. F = 9.40
B. F = 4.01
C. F = 13.39
D. F = 3.70
6. What is the df between (also known as the df Numerator: between)?
Group of answer choices
A. df = 30
B. df = 2
C. df = 27
D. df = 3
7. What is the df within (also known as the df Demominator: within)?
Group of answer choices
A. 2
B. 30
C. 27
D. 3
8. What is the critical value?
critical value at 5%
C.V. =
=
= 3.354 .......................found using f-dist tables with df1 = 2 df2=27 and p = 0.05
Critical value at 1%
C.V. =
=
=5.488 .......................found using f-dist tables with df1 = 2 df2=27 and p = 0.01
Group of answer choices
A. 2.87
B. 4.56
C. 3.36
D. 5.49 at 1%
9. Based on the critical value and the obtained value, do you accept or reject the null hypothesis?
Group of answer choices
Since Test Stat > C.V.
A. Fail to reject the null hypothesis
B. Reject the null hypothesis
Therefore we conclude that at least one mean is different.
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).
Group of answer choices
A. No
B. Yes
It is done to check where the significant difference lies. So weare rejecting we know there is a difference so we can conduct pos hoc. But if we were to not reject it we wouldn't conduct.
We reject the null hypothesis at 5% level.