In: Statistics and Probability
A)Research Hypothesis: We want to test whether a new program aimed at reducing the overall number of pregnancies in a highly populated area is effective (reducing average births below 6 per household).
The hypotheses are
Given the sample size and sample mean , sample standard deviation .
Since the population standard deviation is not known we use t-distribution.
The test statistic is
The P-value is
Since , we reject the null hypothesis.
We are 99% confident that the new program aimed at reducing the overall number of pregnancies in a highly populated area is effective (reducing average births below 6 per household).
We might have made a Type 2 error.
The two sided confidence interval for mean based on the sample data is
B)The 95% confidence interval is
C)We need
At least women should be sampled to estimate the actual average number of births within 1 person and a 96% confidence.