In: Statistics and Probability
A cooking article reported that cooking a quality meal takes time; in fact, the article states that it takes longer than 45.0 minutes. Suppose a study is conducted to test the validity of this statement at a 95.00% confidence interval/level. A sample of 18 people is selected, and the length of time to put a meal on the table is listed: 45.20 40.70 41.10 49.10 30.90 45.20 55.30 52.10 45.40 55.10 38.80 43.10 39.20 58.60 49.80 43.20 47.90 46.60 What will be the hypothesis in this study? What will be the area of rejection in this study using p critical value? Create the statement of rejection or not-rejection based upon the p value and the p critical value What will be the conclusion of this study?
the null ad alternative hypothesis for this problem is
H0:u =45
Ha:u>45 (one tailed)
using excel>addin>phstat>one sample t
we have
t Test for Hypothesis of the Mean | |
Data | |
Null Hypothesis m= | 45 |
Level of Significance | 0.05 |
Sample Size | 18 |
Sample Mean | 45.96111111 |
Sample Standard Deviation | 6.814097747 |
Intermediate Calculations | |
Standard Error of the Mean | 1.6061 |
Degrees of Freedom | 17 |
t Test Statistic | 0.5984 |
Upper-Tail Test | |
Upper Critical Value | 1.7396 |
p-Value | 0.2787 |
Do not reject the null hypothesis |
Rejection region : we will reject the null hypothesis is p value of the test statistic will be greater than 0.05
the value of test statistic t = 0.5984
p value is 0.2787
since p value is greater than 0.05 so we do not reject Ho and conclude that cooking a quality meal takes time takes longer than 45.0 minutes