Question

In: Statistics and Probability

Constant Sound Random Sound No Sound Subject’s Gender 7 5 2 M 4 5 2 M...

Constant Sound

Random Sound

No Sound

Subject’s Gender

7

5

2

M

4

5

2

M

6

3

3

F

8

4

1

M

6

4

2

F

6

7

1

F

2

2

4

F

9

2

4

M

If each subject participated in all the three conditions, and we now know about the gender of the subjects too.

Could you write down the test statistics for the gender variable?

.

.

What is the p-value of the gender variable?

.

.

What is the degree of freedom of the test statistics of the interaction effect?

If we denote them in terms of F(x, y), what is x?

.

.

What is y?

Solutions

Expert Solution

Anova: Two-Factor With Replication
SUMMARY Constant Sound Random Sound No Sound Total
M
Count 4 4 4 12
Sum 28 16 9 53
Average 7 4 2.25 4.416667
Variance 4.666667 2 1.583333 6.44697
F
Count 4 4 4 12
Sum 20 16 10 46
Average 5 4 2.5 3.833333
Variance 4 4.666667 1.666667 3.969697
Total
Count 8 8 8
Sum 48 32 19
Average 6 4 2.375
Variance 4.857143 2.857143 1.410714
ANOVA
Source of Variation SS df MS F P-value F crit
Sample 2.041667 1 2.041667 0.659193 0.427452 4.413873
Columns 52.75 2 26.375 8.515695 0.002497 3.554557
Interaction 6.083333 2 3.041667 0.982063 0.393731 3.554557
Within 55.75 18 3.097222
Total 116.625 23

test stat for gender variable = 0.659

p value = 0.427452

df for the test statistics of the interaction effect=2

x=2, y=18


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