Your professor claims that 50% of people in the United States attends church regularly. You think the true percentage is much smaller than this, so you want to investigate. From a random sample of 150 people, you determine that 60 of them attend church regularly. Using alpha = 0.01 ? = 0.01 , determine if your professor is correct.
H0: p = 0.50
Ha: p < 0.50
Sample proportion = 60 / 150 = 0.40
Test statistics
Z = - p / sqrt( p ( 1 - p) / n)
= 0.40 - 0.50 / sqrt( 0.5 * 0.5 / 150)
= -2.45
This is test statistics value.
Critical value at 0.01 level is -2.3263
Since test statistics < -2.3263, we have sufficient evidence to reject H0.
We conclude at 0.01 level that we have enough evidence to support the claim that the true
percentage is much smaller than 50%. (Professor's claim is not correct)
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