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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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