A new product claims to releive indigestion within 10 minute
A new product claims to releive indigestion within 10 minutes. Past studies have indicated that the population standard deviation is 2 minutes. And, when 35 individuals used the product, the mean time until releif was 9.25 minutes. Is the company\'s claim accurate at the 95% confidence level?
Give a statistically appropriate conclusion to the hypothesis test
Solution
Formulating the null and alternative hypotheses,
Ho: u = 10
Ha: u < 10
As we can see, this is a 1 tailed test.
Thus, getting the critical z,
zcrit = -1.644853627
Getting the test statistic, as
X = sample mean = 9.25
uo = hypothesized mean = 10
n = sample size = 35
s = standard deviation = 2
Thus, z = (X - uo) * sqrt(n) / s = -2.218529919
Also, the p value is
p = 0.013259361
Comparing z and zcrit (or, p and significance level), we REJECT THE NULL HYPOTHESIS.
Thus, there is significant evidence that the relief time is indeed less than 10 minutes. [CONCLUSION]
