In: Statistics and Probability
The manager of a local hamburger restaurant wants to study customer demand for V-Burgers, a new meatless hamburger. The salesperson for V-Burgers claims that 75% of people who normally eat hamburgers also like V-Burgers. The manager surveyed a random sample of 92 customers who have eaten V-Burgers and found that 54 of them said they would buy one again. Does this data indicate that the salesperson’s claim is too high? Use a 5% level of significance
a). State your hypotheses for the test: [4]
b). Determine the critical value or the p-value. [4]
c). From the question determine the important data with its corresponding notations. [4]
d). Calculate the test statistic for this scenario. [4]
e). Make the necessary decisions and state your conclusions. [4]
a).hypothesis:-
the manager's claim is the alternative hypothesis.
b).z critical value for alpha=0.05, lower tailed test be:-
p value = 0.0002 [ go to part d for explanation ]
c).given data and necessary calculations:-
sample size (n) = 92
x = number of person who would buy it again = 54
sample proportions () = x/n = 54/92 = 0.5870
population proportion (p) = 0.75
d).the test statistic for this scenario is :-
p value is :-
[ using standard normal table ]
e).decision:-
using p value approach :
p value = 0.0002 < 0.05 (alpha)
so, we reject the null hypothesis.
critical value method:
so, we reject the null hypothesis.
conclusion:-
there is sufficient evidence to claim that the salesperson’s claim is too high at 0.05 level of significance.
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