The mean of the times (in minutes) it takes a lab technician to
perform a certain task is of interest. The lab technician was
observed on 5 different occasions and 14.5, 14.2, 14.4, 14.3 and
14,6 were recorded.
a) Assume that data are random sample from a normal distribution with variance 0.02.
b)Can we conclude that true mean time to perform this task is different than 14 minutes? Let α = 0.05. Calculate P-Value of the test.
Sample size = n = 5
Sample mean = = 14.4
Variance = 0.02
Population standard deviation = = 0.1414
Claim: True mean time to perform this task is different than 14 minutes.
The null and alternative hypothesis is
Level of significance = 0.05
Here population standard deviation is known so we have to use z-test statistic.
Test statistic is
P-value = 2*P(Z > 6.33) = 0.0000
P-value < 0.05 we reject the null hypothesis.
True mean time to perform this task is different than 14 minutes.
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