In: Statistics and Probability
| 
 Clothes  | 
 Food  | 
 Toys  | 
| 
 26  | 
 45  | 
 60  | 
| 
 21  | 
 48  | 
 51  | 
| 
 43  | 
 43  | 
 43  | 
| 
 35  | 
 53  | 
 54  | 
| 
 28  | 
 47  | 
 63  | 
| 
 31  | 
 42  | 
 53  | 
| 
 17  | 
 34  | 
 48  | 
| 
 31  | 
 43  | 
 58  | 
| 
 20  | 
 57  | 
 47  | 
| 
 47  | 
 51  | 
|
| 
 44  | 
 51  | 
|
| 
 54  | 
||
| 
 Clothes  | 
 Food  | 
 Toys  | 
| 
 26  | 
 45  | 
 60  | 
| 
 21  | 
 48  | 
 51  | 
| 
 43  | 
 43  | 
 43  | 
| 
 35  | 
 53  | 
 54  | 
| 
 28  | 
 47  | 
 63  | 
| 
 31  | 
 42  | 
 53  | 
| 
 17  | 
 34  | 
 48  | 
| 
 31  | 
 43  | 
 58  | 
| 
 20  | 
 57  | 
 47  | 
| 
 47  | 
 51  | 
|
| 
 44  | 
 51  | 
|
| 
 54  | 
||
Given data :
Study of the effect of television commercials on 12-year-old children measured their attention span in seconds. The commercials were for clothes, food, and toys.
| 
 Clothes  | 
 Food  | 
 Toys  | 
| 
 26  | 
 45  | 
 60  | 
| 
 21  | 
 48  | 
 51  | 
| 
 43  | 
 43  | 
 43  | 
| 
 35  | 
 53  | 
 54  | 
| 
 28  | 
 47  | 
 63  | 
| 
 31  | 
 42  | 
 53  | 
| 
 17  | 
 34  | 
 48  | 
| 
 31  | 
 43  | 
 58  | 
| 
 20  | 
 57  | 
 47  | 
| 
 47  | 
 51  | 
|
| 
 44  | 
 51  | 
|
| 
 54  | 
||
Now,
a) applying one way ANOVA:
| Source of Variation | SS | df | MS | F | P- value | 
| Between Groups | 3182.0 | 2 | 1591.0 | 35.56 | 0.0000 | 
| Within Groups | 1297.5 | 29 | 44.7 | ||
| Total | 4479.5 | 31 | 
b)
| Groups | n | bar x | 
 standard deviation  | 
| clothes | 9 | 28.000 | 8.139 | 
| food | 12 | 46.417 | 6.186 | 
| toys | 11 | 52.636 | 5.887 | 
d, e,f,g are same question
which are solved above.