Bivariate Fit of Delay By Outsource 24 22 20 18- 16 20 30 40 50 60 Outsource -Linear Fit Linear Fit Delay = 23.793321 - 0.0687679*Outsource Delay

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
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Chapter1: Starting With Matlab
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Exercise 3.3   Airlines Y = Delay (minutes), X = Outsource (% maintenance outsourced)

(a)   Plot the data. Explain whether you expect Hawaiian to be influential.

 

(c)   What is the predicted value at X=74.1 for both lines.

(d)   State your conclusion.

Bivariate Fit of Delay By Outsource
25
20
15
10
20
30
40
50
60
70
Outsource
-Linear Fit
Linear Fit
Delay = 27.481541 -0.1636071*Outsource
Summary of Fit
RSquare
RSquare Adj
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
0.388696
0.327566
3.507104
19.5725
12
Analysis of Variance
Sum of
Squares Mean Square
78.20785
Source
DF
FRatio
Model
1
78.2078
6.3585
Error
10 122.99778
12.2998 Prob > F
C. Total
11 201.20562
0.0303*
Parameter Estimates
Term
Estimate Std Error t Ratio Prob>|t|
Intercept
27.481541 3.295862
8.34 <.0001*
Outsource -0.163607 0.064882
-2.52
0.0303*
Delay
Transcribed Image Text:Bivariate Fit of Delay By Outsource 25 20 15 10 20 30 40 50 60 70 Outsource -Linear Fit Linear Fit Delay = 27.481541 -0.1636071*Outsource Summary of Fit RSquare RSquare Adj Root Mean Square Error Mean of Response Observations (or Sum Wgts) 0.388696 0.327566 3.507104 19.5725 12 Analysis of Variance Sum of Squares Mean Square 78.20785 Source DF FRatio Model 1 78.2078 6.3585 Error 10 122.99778 12.2998 Prob > F C. Total 11 201.20562 0.0303* Parameter Estimates Term Estimate Std Error t Ratio Prob>|t| Intercept 27.481541 3.295862 8.34 <.0001* Outsource -0.163607 0.064882 -2.52 0.0303* Delay
Bivariate Fit of Delay By Outsource
24
22
20
18
16
20
30
40
50
60
Outsource
-Linear Fit
Linear Fit
Delay = 23.793321 - 0.0687679*Outsource
Summary of Fit
RSquare
RSquare Adj
Root Mean Square Error
Mean of Response
Observations (or Sum Wgts)
0.193961
0.10440
2.190764
20.63
11
Analysis of Variance
Sum of
Squares Mean Square
1 10.394193
9 43.195007
Source
DF
FRatio
Model
10.3942
2.1657
Error
4.7994 Prob > F
C. Total
10 53.589200
0.1752
Parameter Estimates
Term
Estimate Std Error t Ratio Prob>|t|
Intercept
23.793321 2.248731
10.58 <.0001*
Outsource -0.068768 0.046729
-1.47
0.1752
Delay
Transcribed Image Text:Bivariate Fit of Delay By Outsource 24 22 20 18 16 20 30 40 50 60 Outsource -Linear Fit Linear Fit Delay = 23.793321 - 0.0687679*Outsource Summary of Fit RSquare RSquare Adj Root Mean Square Error Mean of Response Observations (or Sum Wgts) 0.193961 0.10440 2.190764 20.63 11 Analysis of Variance Sum of Squares Mean Square 1 10.394193 9 43.195007 Source DF FRatio Model 10.3942 2.1657 Error 4.7994 Prob > F C. Total 10 53.589200 0.1752 Parameter Estimates Term Estimate Std Error t Ratio Prob>|t| Intercept 23.793321 2.248731 10.58 <.0001* Outsource -0.068768 0.046729 -1.47 0.1752 Delay
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