Suppose you want to determine whether the brand of laundry detergent used and the temperature affects the amount of dirt removed from your laundry. You buy two different Brand of Detergent (A and B) and choose three different Temperature (cold, warm and hot). Four laundry loads were washed for each combination of detergent and temperature. The amount of dirt removed from each load was recorded. The partial ANOVA table is given below.
Source |
DF |
SS |
MS |
F |
Brand |
(a) |
20 |
20 |
? |
Temperature |
(b) |
80 |
40 |
? |
Brand* Temperature |
(c) |
30 |
15 |
? |
Error |
(d) |
72 |
4 |
|
Total |
(e) |
202 |
Fill in DF in the ANOVA table.
Group of answer choices
(a) = 1, (b) = 2, (c) = 2, (d) = 1, (e) = 6
(a) = 1, (b) = 2, (c) = 2, (d) = 18, (e) = 23
(a) = 2, (b) = 3, (c) = 6, (d) = 13, (e) = 24
(a) = 2, (b) = 3, (c) = 6, (d) = 1, (e) = 12
Continue to consider Question 14.
State the null and alternative hypotheses if you want to test if there is an interaction effect between the brand of detergent and the temperature in the mean amount of removed dirt.
Group of answer choices
H0: There is an interaction between brands and temperatures; Ha: There is no interaction between brands and temperatures
H0: mu1=mu2=mu3, Ha: At least two mu’s are different
H0: There is no interaction between brands and temperatures; Ha: There is an interaction between brands and temperatures
H0: muA=muB, Ha: muA is not equal to muB
Continue to consider Question 14.
Find the value of test statistic of the test in Question 15.
Group of answer choices
A. 3.75
B. 5
C. 4
D. 10
Continue to consider Question 14.
Using a 0.10 level of significance, find rejection region.
Group of answer choices
F > 3.10
F > 8.53
F > 2.62
F > 9.00
Continue to consider Question 14.
What is your conclusion at 0.10 level of significance?
Group of answer choices
A. Reject H0. Sufficient evidence of an interaction between brands and temperature.
B. Do not reject H0. Insufficient evidence of a difference between two brands of detergent.
C. Reject H0. Sufficient evidence of a difference between two brands of detergent.
D. Do not reject H0. Insufficient evidence of an interaction between brands and temperature.
Source | df | SS | MS | F |
A | 1 | 20 | 20.00 | 5.00 |
B | 2 | 80 | 40.00 | 10.00 |
A*B | 2 | 30 | 15.00 | 3.75 |
error | 18 | 72 | 4.00 | |
total | 23 | 202 |
a)
(a) = 1, (b) = 2, (c) = 2, (d) = 18, (e) = 23
H0: There is no interaction between brands and temperatures; Ha: There is an interaction between brands and temperatures
value of test statistic of the test =3.75
rejection region : F > 2.62
C. Reject H0. Sufficient evidence of a difference between two brands of detergent.
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