In: Statistics and Probability
The provided sample mean is 160 and the sample standard deviation is s = 30 , and the sample size is n = 36
(1) Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
Ho: μ = 130
The pica maintain the standard of mean 130 grams
Ha: μ ≠ 130
The pica does not maintain the standard of mean 130 grams
This corresponds to a two-tailed test, for which a t-test for one mean, with unknown population standard deviation will be used.
(2) Rejection Region
Based on the information provided, the significance level is α=0.05, and the critical value for a two-tailed test is t_c = 2.03
(3) Test Statistics
The t-statistic is computed as follows:
(4) Decision about the null hypothesis
Since it is observed that |t| = 6 >tc=2.03, it is then concluded that the null hypothesis is rejected.
Using the P-value approach: The p-value is p = 0 , and since p = 0 <0.05, it is concluded that the null hypothesis is rejected.
(5) Conclusion
It is concluded that the null hypothesis Ho is rejected. Therefore, there is enough evidence to claim that the population mean μ is different than 130, at the 0.05 significance level.
Hence, The pica does not maintain the standard of mean 130 grams