Question
I need to know how to approach this, I am having trouble determining the appropriate test and also how to use JMP. Please help Directions:
I need to know how to approach this, I am having trouble determining the appropriate test and also how to use JMP. Please help
Directions: Type the responses to each question in a Word or pdf document. Hand-written work will not be accepted. All analysis should be completed using JMP. Type all answers and use JMP-generated tables and graphs in a single Word/pdf document.
Show all steps and all work. You may assume an alpha level of 0.05 unless otherwise noted. To answer each question, copy the output from JMP, showing enough detail to understand the analysis setup and the critical output used to answer the question. Then, type the answer based on this output, even if it means repeating the same numbers shown in the JMP output. This is your formal answer, supported by analysis in JMP.
Exception: you do not need to write out equations and numbers for finding means and standard deviations.
Problem 1 (38 points total): Ten workers complete a training program, and their productivity was measured before and after. The scores before and after, and improvement in productivity are shown in the table.
Worker # | Before | After | Improvement |
1 | 95 | 105 | 10 |
2 | 97 | 111 | 14 |
3 | 94 | 106 | 12 |
4 | 103 | 106 | 3 |
5 | 97 | 104 | 7 |
6 | 98 | 105 | 7 |
7 | 95 | 102 | 7 |
8 | 100 | 106 | 6 |
9 | 95 | 102 | 7 |
10 | 105 | 111 | 6 |
- (4 points) What is the mean and standard deviation of productivity before and after the training? (Calculate these in JMP and show the JMP output.)
- (9 points) Was there any improvement in productivity after training? Show your JMP output, and use formal hypothesis testing to determine your answer.
- (4 points) If you made a Type I error in part b, explain how your conclusion would differ from reality, and one potential negative consequence of this error.
- (5 points) If you were to model improvement, could you say improvement in productivity is normally distributed? Provide an explanation, including numbers, using JMP output.
- (6 points) Find the 95% confidence interval on improvement. What could you tell upper management about the expected change in productivity as a result of the training?
- (10 points) Driven by economic analysis, the company will invest in training as long as workers improve productivity by 5 points or more. Determine if the company should continue the training program, using a formal hypothesis test with an alpha level of 0.10.
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