9.12 For the chemical reaction data of Table 7.4 with dependent variable y2, compute the diagnostic measures ŷ, êi, hi, ri, ti, and D. Display these in a table similar to Table 9.1. Are there outliers or potentially influential obser- vations? Calculate PRESS and compare to SSE.
9.12 For the chemical reaction data of Table 7.4 with dependent variable y2, compute the diagnostic measures ŷ, êi, hi, ri, ti, and D. Display these in a table similar to Table 9.1. Are there outliers or potentially influential obser- vations? Calculate PRESS and compare to SSE.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
Transcribed Image Text:9.12 For the chemical reaction data of Table 7.4 with dependent variable y2,
compute the diagnostic measures ŷi, &i, hii, ri, ti, and Di. Display these in a
table similar to Table 9.1. Are there outliers or potentially influential obser-
vations? Calculate PRESS and compare to SSE.
Transcribed Image Text:TABLE 9.1 Residuals and Influence Measures for the Chemical Data
with Dependent Variable yı
Observation
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
Yı
41.5
33.8
27.7
21.7
19.9
15.0
12.2
4.3
19.3
6.4
37.6
18.0
26.3
9.9
25.0
14.1
15.2
15.9
19.6
8;
41.5 42.19
-0.688
2.798
33.8
31.00
27.7
27.74 -0.042
21.7 21.03
0.670
19.9
19.40
0.495
15.0
12.69
2.307
12.2
-0.082
4.3
12.28
5.57
20.22
4.76
19.3
- 1.270
-0.917
1.642
6.4
37.6
35.68
1.923
18.0
13.09
4.906
26.3
9.9
25.0
27.34
13.51
26.93
15.44
15.44
19.54
14.1
- 1.040
-3.605 0.245
- 1.929 0.250
-1.342 0.258
-0.242 0.258
-3.642
0.217
0.058 0.217
15.2
15.9
19.6 19.54
TABLE 7.4 Chemical Reaction Data
Y₂
45.9
53.3
57.5
58.8
60.6
58.0
58.6
52.4
56.9
55.4
46.9
hu
4
-0.383
0.430
0.310
0.155
-0.394
1.457
1.520
-0.020
-0.019
0.139
0.313
0.303
0.129
0.230
0.222
0.140
1.076
1.082
-0.040
-0.039
0.228
0.186
0.053
-0.609 -0.596
-0.408
-0.396
0.233
0.811
0.801
0.240
0.954
0.951
2.320
2.800
0.164
0.146 -0.487 -0.474
57.3
55.0
58.9
50.3
61.1
62.9
60.0
60.6
162
162
162
162
172
172
172
172
167
177
157
167
167
167
167
177
177
160
160
23
23
30
30
25
25
30
30
27.5
27.5
D₁
0.029
0.239
0.000
0.004
0.002
0.047
0.000
0.021
- 1.795 -1.956 0.261
-0.964 -0.961 0.077
-0.674 -0.661 0.039
-0.121 -0.117
-1.780
0.001
-1.937
0.220
0.028
0.027
0.000
27.5
32.5
22.5
27.5
27.5
20
20
34
34
0.002
0.050
0.072
0.264
0.010
X3
3
8
5
8
5
8
5
8
6.5
6.5
6.5
6.5
6.5
9.5
3.5
6.5
6.5
7.5
7.5
Expert Solution
This question has been solved!
Explore an expertly crafted, step-by-step solution for a thorough understanding of key concepts.
Step by step
Solved in 3 steps with 4 images
Recommended textbooks for you
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman