Task 4: Hypothesis Test Over a long period of time, the production of 1000 high-quality hammers in a factory seems to have reached a weight with an average of 11 (in g) and standard deviation of $12 (in g). Propose a model for the weight of the hammers including a probability distribution for the weight. Provide all the assumptions needed for this model to hold (even the uncertain ones)? What parameters does this model have? One aims at answering one of the following questions about a new production system: • (if 13 = 0): Does the new system make more constant weights? • (if 13 = 1): Does the new system make lower weights? • (if 13 = 2): Does the new system make higher weights? • (if 13 = 3): Does the new system make less constant weights? To answer this question a random sample of newly produced hammers is evaluated yielding the weights in 14- What hypotheses can you propose to test the question? What test and decision rule can you make to estimate if the new system answers the given question? Express the decision rules as logical statements involving critical values. What error probabilities can you suggest and why? Perform the test and draw the conclusion to answer the question

MATLAB: An Introduction with Applications
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Author:Amos Gilat
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Chapter1: Starting With Matlab
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  • ξ11:816
  • ξ12:21.1
  • ξ13:3
  • ξ14:860, 821, 785, 819, 820, 820, 838, 824, 825, 814
Task 4: Hypothesis Test
Over a long period of time, the production of 1000 high-quality hammers in a factory seems to have reached a
weight with an average of 11 (in g) and standard deviation of 12 (in g). Propose a model for the weight of the
hammers including a probability distribution for the weight. Provide all the assumptions needed for this model
to hold (even the uncertain ones)? What parameters does this model have?
One aims at answering one of the following questions about a new production system:
• (if 13 = 0): Does the new system make more constant weights?
• (if
13 = 1): Does the new system make lower weights?
• (if
13 = 2): Does the new system make higher weights?
• (if 13 = 3): Does the new system make less constant weights?
To answer this question a random sample of newly produced hammers is evaluated yielding the weights in 14.
What hypotheses can you propose to test the question? What test and decision rule can you make to estimate if
the new system answers the given question? Express the decision rules as logical statements involving critical
values. What error probabilities can you suggest and why? Perform the test and draw the conclusion to answer
the question.
Transcribed Image Text:Task 4: Hypothesis Test Over a long period of time, the production of 1000 high-quality hammers in a factory seems to have reached a weight with an average of 11 (in g) and standard deviation of 12 (in g). Propose a model for the weight of the hammers including a probability distribution for the weight. Provide all the assumptions needed for this model to hold (even the uncertain ones)? What parameters does this model have? One aims at answering one of the following questions about a new production system: • (if 13 = 0): Does the new system make more constant weights? • (if 13 = 1): Does the new system make lower weights? • (if 13 = 2): Does the new system make higher weights? • (if 13 = 3): Does the new system make less constant weights? To answer this question a random sample of newly produced hammers is evaluated yielding the weights in 14. What hypotheses can you propose to test the question? What test and decision rule can you make to estimate if the new system answers the given question? Express the decision rules as logical statements involving critical values. What error probabilities can you suggest and why? Perform the test and draw the conclusion to answer the question.
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