Question

In: Statistics and Probability

A manufacturer of floor polish conducted a consumer-preference experiment to determine which of five different floor...

A manufacturer of floor polish conducted a consumer-preference experiment to determine which of five different floor polishes was the most appealing in appearance. A sample of 100 consumers viewed five patches of flooring that had each received one of the five polishes. Each consumer indicated the patch he or she preferred. The lighting and background were approximately the same for all patches. The results are given below. Solve the following using the p-value approach and solve using the classical approach.

Polish A B C D E Total
Frequency 26 15 16 21 22 100


(c) Complete the hypothesis test using α = 0.10.
(i) Find the test statistic. (Round your answer to two decimal places.)


(ii) Find the p-value. (Round your answer to four decimal places.)

Skittles Original Fruit bite-size candies are multicolored candies in a bag, and you can "Taste the Rainbow" with their five colors and flavors: green, lime; purple, grape; yellow, lemon; orange, orange; and red, strawberry. Unlike some of the other multicolored candies available, Skittles claims that their five colors are equally likely. In an attempt to reject this claim, a 4-oz bag of Skittles was purchased and the colors counted. Does this sample contradict Skittle's claim at the .05 level?

Red Orange Yellow Green Purple
17 19 29 17 17

(a) Find the test statistic. (Give your answer correct to two decimal places.)


(ii) Find the p-value. (Give your answer bounds exactly.)
______< p < _____

Solutions

Expert Solution

c)

i)

applying chi square goodness of fit test:
           relative observed Expected Chi square
category frequency(p) Oi Ei=total*p R2i=(Oi-Ei)2/Ei
1 0.2000 26.0 20.00 1.800
2 0.2000 15.0 20.00 1.250
3 0.2000 16.0 20.00 0.800
4 0.2000 21.0 20.00 0.050
5 0.2000 22.0 20.00 0.200
total 1.000 100 100 4.1000
test statistic X2 = 4.10

ii) from excel: p value =chidist(4.10,4) = 0.3926

2)

a)

applying chi square goodness of fit test:
           relative observed Expected residual Chi square
category frequency(p) Oi Ei=total*p R2i=(Oi-Ei)/√Ei R2i=(Oi-Ei)2/Ei
1 0.2000 17.0 19.80 -0.63 0.396
2 0.2000 19.0 19.80 -0.18 0.032
3 0.2000 29.0 19.80 2.07 4.275
4 0.2000 17.0 19.80 -0.63 0.396
5 0.2000 17.0 19.80 -0.63 0.396
total 1.000 99 99 5.4949
test statistic X2 = 5.49

ii)

0.2 < p value <0.50

(please try 0.2 < p<0.3 if above comes wrong)


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