In a study conducted to investigate browsing activity by shoppers, each shopper was initially classified as a nonbrowser, light browser, or heavy browser. For each shopper, the study obtained a measure to determine how comfortable the shopper was in a store. Higher scores indicated greater comfort. Suppose the following data were collected.
Light | Heavy | |||
Nonbrowser | Browser | Browser | ||
10 | 9 | 6 | ||
11 | 10 | 8 | ||
12 | 9 | 6 | ||
9 | 8 | 8 | ||
9 | 11 | 5 | ||
10 | 8 | 7 | ||
11 | 10 | 6 | ||
10 | 9 | 8 |
a. Use to test for a difference among mean comfort scores for the three types of browsers.
Compute the values identified below (to 2 decimals, if necessary).
Sum of Squares, Treatment | |
Sum of Squares, Error | |
Mean Squares, Treatment | |
Mean Squares, Error |
Calculate the value of the test statistic (to 2 decimals, if necessary).
The -value is - Select your answer -less than .01between .01 and .025between .025 and .05between .05 and .10greater than .10Item 6
What is your conclusion?
- Select your answer -Conclude that the mean comfort scores are not all the same for the browser groupsDo not reject the assumption that the mean comfort scores are equal for the browser groupsItem 7
b. Use Fisher's LSD procedure to compare the comfort levels of nonbrowsers and light browsers. Use .
Compute the LSD critical value (to 2 decimals).
What is your conclusion?
- Select your answer -Conclude that nonbrowsers and light browsers have different mean comfort scoresCannot conclude that nonbrowsers and light browsers have different mean comfort scoresItem 9
Applying one way ANOVA: (use excel: data: data analysis: one way ANOVA: select Array): |
Source | SS | df | MS | F | P value |
Between | 52.00 | 2 | 26.00 | 22.29 | 0.0000 |
Within | 24.50 | 21 | 1.17 | ||
Total | 76.50 | 23 |
a)
sum of sq;treatment= | 52.00 |
sum of sq; error= | 24.50 |
mean sq;treatment= | 26.00 |
mean square; error= | 1.17 |
test statistic = | 22.29 |
p value is less than 0.01 | |
Conclude the treatment mean for the three groups are not all the same |
b)
critical value of t with 0.05 level and N-k=21 degree of freedom= | tN-k= | 2.080 | |||
Fisher's (LSD) for group i and j =(tN-k)*(sp*β(1/ni+1/nj) = | 1.12 |
Cannot conclude that nonbrowsers and light browsers have different mean comfort scores
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