Question
A local winery wants to create better marketing campaigns for its white wines by understanding its customers better. One of the general beliefs has been
A local winery wants to create better marketing campaigns for its white wines by understanding its customers better. One of the general beliefs has been that higher proportion of women prefer white wine as compared to men. The company has conducted a research study in its local winery on white wine preference. Of a sample of 325 men, 120 preferred white wine and of a sample of 500 women, 210 preferred white wine. Using a 0.05 level of significance, test this claim.
INPUT | Statistics required for computation |
210 | = Count of events in sample 1 |
500 | = sample 1 size |
120 | = Count of events in Sample 2 |
325 | = sample 2 size |
0.05 | = level of significance |
0 | = hypothesized difference |
OUTPUT | Output values |
Sample 1 Proportion | 42.00% |
Sample 2 Proportion | 36.92% |
Proportion Difference | 5.08% |
Z /2 (One-Tail) | 1.645 |
Z /2 (Two-Tail) | 1.960 |
Standard Error | 0.035 |
Hypothesized Difference | 0.000 |
One-Tail (H0: p1 p2 0) | |
Test Statistics (Z-Test) | 1.463 |
p-Value | 0.928 |
One-Tail(H0: p1 p2 0) | |
Test Statistics (Z-Test) | 1.463 |
p-Value | 0.072 |
Two-Tail(H0: p1 p2 = 0) | |
Test Statistics (Z-Test) | 1.454 |
p-Value | 0.146 |
Question 1: Which is correct?
a. This is aone-tailtest andthedatadoessupport the claimthat higher proportion of women prefer white wine as compared to men.
b. This is aone-tailtest andthedatadoesnotsupport the claimthat higher proportion of women prefer white wine as compared to men.
c.This is atwo-tailtest andthedatadoessupport the claimthat higher proportion of women prefer white wine as compared to men.
d. This is atwo-tailtest andthedatadoes notsupport the claim that higher proportion of women prefer white wine as compared to men.
Question 2: Based on the study results presented in the last question,what is the upper bound for the proportion differences between women and men for a95%confidence interval? (Note: Please enter a value with 4 digits after the decimal point. For example, if you computed an upper boundary of 23.456% or .23456, you would enter it here in decimal notation and round it to four digits, thus entering .2346).
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