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The following table shows data that relates temperature with equipment failure for a particular hardware system. Temperature Failure 53 YES 56 YES 57 YES 63
The following table shows data that relates temperature with equipment failure for a particular hardware system.
Temperature | Failure |
53 | YES |
56 | YES |
57 | YES |
63 | NO |
66 | NO |
67 | NO |
67 | NO |
67 | NO |
68 | NO |
69 | NO |
70 | NO |
70 | YES |
70 | YES |
70 | YES |
72 | NO |
73 | NO |
75 | NO |
75 | YES |
76 | NO |
76 | NO |
78 | NO |
79 | NO |
80 | NO |
81 | NO |
Please compute and reply using python code and codes to be displayed in answer.
Find a suitable regression model that can relate the temperature with equipment failure. Explain your model clearly. Your explanation needs to include describing the odds of failure for every 1-degree increase in temperature.
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