A magazine is considering the launch of an online edition. The magazine plans to go ahead only if it is convinced that more than 30% of current readers would subscribe. The magazine contacted a simple random sample of 400 current subscribers, and 125 of those surveyed expressed interest. What should the magazine do?
a. What are the null and alternative hypotheses?
b. What is the value of the test static?
c. What is the P value of the test static?
(please show work, thanks)
Solution:
Given that,
= 30% = 0.30
1 - = 1 - 0.30 = 0.70
n = 400
X = 125
= X / n = 125 / 400 = 0.31
This is a right tailad test
a)
The null and alternative hypothesis is,
Ho:p = 0.30
Ha:p > 0.30
b)
The test statistics is,
z = (- ) / (1-) /n
= (0.31 - 0.30 ) / (0.30*0.70) / 400
= 0.546
P-value = P(Z > z)
= 1 - P(Z <0.546)
= 1 - 0.7075
= 0.2925
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