In: Statistics and Probability
When the rod shearing process at Newcastle Steel is ‘in control’ it produces rods with a mean length of 120 cm. Periodically, quality control inspectors select a random sample of 36 rods. If the mean length of sampled rods is too long or too short, the shearing process is shut down. The last sample showed a mean of 120.3 cm with a standard deviation of 0.9 cm. Using α = 0.05, the appropriate decision is _________.
do not reject the null hypothesis and shut down the process
do not reject the null hypothesis and do not shut down the process
reject the null hypothesis and shut down the process
reject the null hypothesis and do not shut down the process
The provided sample mean is 120.3 120.3 and the sample standard deviation is 0.9, and the sample size is n = 36.
(1) Null and Alternative Hypotheses
The following null and alternative hypotheses need to be tested:
Ho: μ = 120
Ha: μ ≠ 120
(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| = 2 < t_c = 2.03, it is then concluded that the null hypothesis is not rejected.
(5) Conclusion
It is concluded that the null hypothesis Ho is not rejected. Therefore, there is not enough evidence to claim that the population mean μ is different than 120, at the 0.05 significance level.
the appropriate decision is do not reject the null hypothesis and do not shut down the process