Question
Shift 1 Shift 2 92 91 107 102 104 90 109 102 104 98 91 106 104 94 101 104 95 91 90 95 99
Shift 1 | Shift 2 |
92 | 91 |
107 | 102 |
104 | 90 |
109 | 102 |
104 | 98 |
91 | 106 |
104 | 94 |
101 | 104 |
95 | 91 |
90 | 95 |
99 | 108 |
107 | 92 |
110 | 94 |
105 | 101 |
96 | 96 |
a) The point estimate of the difference in the average production is ["-1.92533", "3.333333", "-1.73333", "2.8", "-.33521", "2.5899", "-1.46667", "0.933333"] .
b) The estimated standard error for the difference in means is ["2.24358", "2.356913", "1.04819", "2.070963", "2.116751", "2.22254", "2.10969", "2.297549"] .
c) To test the hypothesis that the mean production is the same for both shifts the relevant degrees of freedom for the test are ["27", "26", "28", "30", "29"] .
d) For a test of the null hypothesis that means production levels are the same for both shifts the test statistic is ["1.352028", "-0.77989", "-2.42762", "0.440927", "1.450822", "1.327209", "-.614382", "-0.65372"] .
e) The appropriate p-value for this test is ["0.195554", "0.441999", "0.116178", "0.656222", "0.157941", "0.187584", "0.662776", "0.043753", "0.518627"] .
f) Based on your results and using a 0.05 level of significance for your test you ["reject", "fail to reject"] the null hypothesis.
Now suppose instead that the company has long held that production on Shift 1 is at least a full unit more than that of Shift 2, on average. A recently promoted manager challenges this assumption and keeps records on output levels for 15 days to test this assumption; these are the same observations as below.
g) Under the new scenario the null hypothesis is ["the mean for shift 1 minus the mean for shift 2 is equal to 1.", "the mean for shift 1 minus the mean for shift 2 is less than 1.", "the mean for shift 1 minus the mean for shift 2 is greater than or equal to 1.", "the mean for shift 1 minus the mean for shift 2 is less than or equal to 1."] .
h) The test statistic for the new manager's test is ["-1.22982", "-1.42587", "1.678438", "0.869161", "0.853206", "-1.09943", "-0.03149", "1.015575"] .
i) Based on the test statistic the new manager ["fails to reject", "rejects"] the new null hypothesis.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started