Nine experts rated two brands of Colombian coffee in a taste-testing experiment. A rating on a 7-point scale (1 = extremely unpleasing, 7 = extremely pleasing) is given for each of four characteristics: taste, aroma, richness, and acidity. The following data represents the ratings accumulated over all four characteristics:                 Brand Expert     A     B C.C.        24    26 S.E.         27    27 E.G.        19    22 B.L.        24    27 C.M.      22     25 C.N.       26     27 G.N.       27    26 R.M.      25    27 P.V.       22    23   (a) At the 0.05 level of significance, is there evidence of a difference in the mean ratings between the two brands?  (Include: null and alternate hypotheses, value of test statistic, decision rule, conclusion in a complete sentence that includes why in terms of the decision rule.) (b) What assumption is necessary about the population distribution in order to perform this test? (c) Determine the p-value in (a) and interpret its meaning. (d) Construct and interpret a 95% confidence interval estimate of the difference in the mean rating between the two brands.

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Author:Amos Gilat
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Nine experts rated two brands of Colombian coffee in a taste-testing experiment. A rating on a 7-point scale (1 = extremely unpleasing, 7 = extremely pleasing) is given for each of four characteristics: taste, aroma, richness, and acidity. The following data represents the ratings accumulated over all four characteristics:

                Brand

Expert     A     B

C.C.        24    26

S.E.         27    27

E.G.        19    22

B.L.        24    27

C.M.      22     25

C.N.       26     27

G.N.       27    26

R.M.      25    27

P.V.       22    23

 

(a) At the 0.05 level of significance, is there evidence of a difference in the mean ratings between the two brands?  (Include: null and alternate hypotheses, value of test statistic, decision rule, conclusion in a complete sentence that includes why in terms of the decision rule.)

(b) What assumption is necessary about the population distribution in order to perform this test?

(c) Determine the p-value in (a) and interpret its meaning.

(d) Construct and interpret a 95% confidence interval estimate of the difference in the mean rating between the two brands. 

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