a clinical trial tests a method to increase the probability
a clinical trial tests a method to increase the probability of concieving a girl. in the study 300 babies were born and 255 of them were girls. use the sample data to construct a 99% confidence interval estimate of percentage girls born. based on the results, does this method appear to be effective?
Solution
Note that
p^ = point estimate of the population proportion = x / n = 0.85
Also, we get the standard error of p, sp:
sp = sqrt[p^ (1 - p^) / n] = 0.020615528
Now, for the critical z,
alpha/2 = 0.005
Thus, z(alpha/2) = 2.575829304
Thus,
lower bound = p^ - z(alpha/2) * sp = 0.796897919
upper bound = p^ + z(alpha/2) * sp = 0.903102081
Thus, the confidence interval is
( 0.796897919 , 0.903102081 )
As this interval does not contain 0.50 (the usual probability of a girl), thenthis method indeed appears effective. [CONCLUSION]
