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.

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