In: Statistics and Probability
In a random sample of 300 patients, 21 experience nausea. A drug manufacturer claims that fewer than 10% of patients who take its new drug for treating Alzheimer's disease will experience nausea. Calculate the P-value. Round your answer to 3 decimal places.
In a random sample of 300 patients, 21 experience nausea. A drug manufacturer claims that fewer than 10% of patients who take its new drug for treating Alzheimer's disease will experience nausea. Based on your P-value in the previous question, will we reject or fail to reject the null hypothesis?
Solution :
Given that,
n = 300
x = 21
Point estimate = sample proportion = = x / n = 21/300 = 0.07
= 10% = 0.10
1 - = 1 - 0.10 = 0.90
= 0.05
a)
This is a left (One) tailed test,
Ho: P = 0.10
Ha: P < 0.10
#
The test statistics
z = ( - )/( *( 1- ) )/n
= ( 0.07 - 0.10)/( 0.10*0.90)/300
= -1.73
p-value = P(Z < z )
= P( Z <-1.73)
value of z is obtain from standard normal table
= 0.0416
#P-value:0.0416
Ansb:
#value is p = 0.0416< = 0.05, it is concluded that the null hypothesis is rejected
#we reject the null hypothesis.