Consider the delivery time data discussed in Example 11.3 . a. Develop a regression model using the prediction data set.  b. How do the estimates of the parameters in this model compare with those  from the model developed from the estimation data? What does this  imply about model validity?  c. Use the model developed in part a to predict the delivery times for the  observations in the original estimation data. Are your results consistent  with those obtained in Example 11.3 ?

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Consider the delivery time data discussed in Example 11.3 .
a. Develop a regression model using the prediction data set. 
b. How do the estimates of the parameters in this model compare with those 
from the model developed from the estimation data? What does this 
imply about model validity? 
c. Use the model developed in part a to predict the delivery times for the 
observations in the original estimation data. Are your results consistent 
with those obtained in Example 11.3 ?

TABLE 11.3 Delivery Time Data
Observation,
Cases,
Distance,
Delivery Time,
Estimation (E) or
i
Prediction (P) Data Set
1
7
560
16.68
3
220
11.50
3
3
340
12.03
4
4
80
14.88
E
5
6.
150
13.75
6
7
330
18.11
E
110
8.00
7
210
17.83
E
9.
30
1460
79.24
E
10
605
21.50
E
11
16
688
40.33
12
10
215
21.00
13
4
255
13.50
19.75
14
462
P.
15
9.
448
24.00
16
10
776
29.00
17
6
200
15.35
19.00
18
7
132
E
19
3
36
9.50
20
17
770
35.10
E
21
10
140
17.90
22
26
810
52.32
E
23
450
18.75
19.83
E
24
8
635
E
25
4
150
10.75
E
26
22
905
51.00
27
7
520
16.80
E
28
15
290
26.16
P.
29
500
19.90
30
6.
1000
225
24.00
31
6.
18.55
E
32
10
775
31.93
33
4
212
16.95
34
144
7.00
35
3
126
14.00
36
12
655
37.03
37
10
420
18.62
38
7
150
16.10
39
8.
360
24.38
40
32
1530
64.75
Transcribed Image Text:TABLE 11.3 Delivery Time Data Observation, Cases, Distance, Delivery Time, Estimation (E) or i Prediction (P) Data Set 1 7 560 16.68 3 220 11.50 3 3 340 12.03 4 4 80 14.88 E 5 6. 150 13.75 6 7 330 18.11 E 110 8.00 7 210 17.83 E 9. 30 1460 79.24 E 10 605 21.50 E 11 16 688 40.33 12 10 215 21.00 13 4 255 13.50 19.75 14 462 P. 15 9. 448 24.00 16 10 776 29.00 17 6 200 15.35 19.00 18 7 132 E 19 3 36 9.50 20 17 770 35.10 E 21 10 140 17.90 22 26 810 52.32 E 23 450 18.75 19.83 E 24 8 635 E 25 4 150 10.75 E 26 22 905 51.00 27 7 520 16.80 E 28 15 290 26.16 P. 29 500 19.90 30 6. 1000 225 24.00 31 6. 18.55 E 32 10 775 31.93 33 4 212 16.95 34 144 7.00 35 3 126 14.00 36 12 655 37.03 37 10 420 18.62 38 7 150 16.10 39 8. 360 24.38 40 32 1530 64.75
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