In: Statistics and Probability
The director of research and development is testing a new medicine. She wants to know if there is evidence at the 0.05 level that the medicine relieves pain in more than 330 seconds. For a sample of 53 patients, the mean time in which the medicine relieved pain was 334 seconds. Assume the standard deviation is known to be 20 . Step 1 of 5 : Enter the hypotheses:
Solution :
Given that,
Population mean = = 330
Sample mean = = 334
Sample standard deviation = s = 20
Sample size = n = 53
Level of significance = = 0.05
This is a right tailed test.
The null and alternative hypothesis is,
Ho: 330
Ha: 330
The test statistics,
t = ( - )/ (s/)
= ( 334 - 330 ) / ( 20 /53)
= 1.456
Critical value of the significance level is α = 0.05, and the critical value for a right-tailed test is
= 1.675
Since it is observed that |t| =1.456 = 1.675, it is then concluded that the null hypothesis is fail to reject.
P- Value = 0.0757
The p-value is p = 0.0757 > 0.05, it is concluded that the null hypothesis is fail to reject.
Conclusion:
It is concluded that the null hypothesis Ho is fail to reject. Therefore, there is not enough evidence to claim that the medicine
relieves pain in more than 330 seconds. at 0.05 significance level.