Observational data on O-rings from 23 shuttle missions showing the number of damaged and undamaged O-rings for each space mission is provided here: shuttlemission.csv For this task, we are interested in modelling the probability of damage to O-ring due to the temperature. Dependent Variable Damaged (this variable captures the damage to the O-ring: 1 is coded for damaged and 0 is coded for undamaged) a. Import the data in JASP and run the logistic regression model on interest (provide a full capture of the output). b. Write the equation for the logistic regression based on the JASP output. c. Is the 3 estimate associated with Temperature statistically significant with a 5% significance level? Interpret. d. Based on the output of the logistic model, is it justified that a part of the O-rings was damaged because of temperature (Yes/No)? Interpret. e. Find the model-estimated probability an O-ring being damaged for the following ambient temperatures: Temperature (degree Fahrenheit) 51 53 55 57 Explanatory Variable Temperature (ambient temperature in degree Fahrenheit) p

Observational data on O-rings from 23 shuttle missions showing the number of damaged and undamaged O-rings for each space mission is provided here: shuttlemission.csv For this task, we are interested in modelling the probability of damage to O-ring due to the temperature. Dependent Variable Damaged (this variable captures the damage to the O-ring: 1 is coded for damaged and 0 is coded for undamaged) a. Import the data in JASP and run the logistic regression model on interest (provide a full capture of the output). b. Write the equation for the logistic regression based on the JASP output. c. Is the 3 estimate associated with Temperature statistically significant with a 5% significance level? Interpret. d. Based on the output of the logistic model, is it justified that a part of the O-rings was damaged because of temperature (Yes/No)? Interpret. e. Find the model-estimated probability an O-ring being damaged for the following ambient temperatures: Temperature (degree Fahrenheit) 51 53 55 57 Explanatory Variable Temperature (ambient temperature in degree Fahrenheit) p

MATLAB: An Introduction with Applications

6th Edition

ISBN:9781119256830

Author:Amos Gilat

Publisher:Amos Gilat

Chapter1: Starting With Matlab

Section: Chapter Questions

Problem 1P

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Question

I have attached the screenshot of the question and the screenshot of the data that is in shuttlemission file. Please answer the questions and provide the screenshots of the outputs as well. Please briefly explain your answers. And provide step to step screenshot of the JASP. Thanks

Shuttle Mission Temperature Damaged
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
53
57
58
63
66
67
67
67
68
69
70
70
70
70
72
73
75
75
76
76
78
79
81
1
1
1
1
0
0
0
0
0
0
1
0
1
0
0
0
0
0
0
0
0
0
0
Undamaged
5
5
55
66
6
6
66
56
5
96
66
6
56
6
6
6
6

Observational data on O-rings from 23 shuttle missions showing the number of damaged and undamaged O-rings for each space mission is provided here:
shuttlemission.csv
For this task, we are interested in modelling the probability of damage to O-ring due to the temperature.
Dependent Variable
Damaged (this variable captures the damage to the O-ring: 1 is
coded for damaged and 0 is coded for undamaged)
a. Import the data in JASP and run the logistic regression model on interest (provide a full capture of the output).
b. Write the equation for the logistic regression based on the JASP output.
c. Is the ẞ estimate associated with Temperature statistically significant with a 5% significance level? Interpret.
d. Based on the output of the logistic model, is it justified that a part of the O-rings was damaged because of temperature (Yes/No)? Interpret.
e. Find the model-estimated probability an O-ring being damaged for the following ambient temperatures:
Temperature (degree Fahrenheit)
51
53
55
57
Explanatory Variable
Temperature (ambient temperature in degree Fahrenheit)
p
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