Question: Please provide a regression model with the following data Measurements taken on 63 single-family residences Sales Square Price, y Feet, Rooms, Bedrooms, Age, Bathrooms, Residence
Please provide a regression model with the following data
Measurements
taken
on
63
single-family
residences
Sales
Square
Price,
y
Feet,
Rooms,
Bedrooms,
Age,
Bathrooms,
Residence
(x
$1000)
x1
x2
x3
x4
x5
1
53.5
1008
5
2
35
1.0
2
49.0
1290
6
3
36
1.0
3
50.5
860
8
2
36
1.0
4
49.9
912
5
3
41
1.0
5
52.0
1204
6
3
40
1.0
6
55.0
1204
5
3
10
1.5
7
80.5
1764
8
4
64
1.5
8
86.0
1600
7
3
19
2.0
9
69.0
1255
5
3
16
2.0
10
149.0
3600
10
5
17
2.5
11
46.0
864
5
3
37
1.0
12
38.0
720
4
2
41
1.0
13
49.5
1008
6
3
35
2.0
14
105.0
1950
8
3
52
1.5
15
152.5
2086
7
3
12
2.0
16
85.0
2011
9
4
76
1.5
17
60.0
1465
6
3
102
1.0
18
58.5
1232
5
2
69
1.5
19
101.0
1736
7
3
67
1.0
20
79.4
1296
6
3
11
1.5
21
125.0
1996
7
3
9
2.5
22
87.9
1874
5
2
14
2.0
23
80.0
1580
5
3
11
1.0
24
94.0
1920
5
3
14
2.5
25
74.0
1430
9
3
16
2.0
26
69.0
1486
6
3
27
2.0
27
63.0
1008
5
2
35
1.0
28
67.5
1282
5
3
20
2.0
29
35.0
1134
5
2
74
1.0
30
142.5
2400
9
4
15
2.5
31
92.2
1701
5
3
15
2.0
32
56.0
1020
6
3
16
1.0
33
63.0
1053
5
2
24
2.0
34
60.0
1728
6
3
26
1.5
35
34.0
416
3
1
42
1.0
36
52.0
1040
5
2
9
1.5
37
75.0
1496
6
3
30
2.0
38
93.0
1936
8
4
39
1.5
39
60.0
1904
7
4
32
1.0
40
73.0
1080
5
2
24
1.5
41
71.0
1768
8
4
74
1.5
42
83.0
1503
6
3
14
2.0
43
90.0
1736
7
3
16
2.5
44
83.0
1695
6
3
12
2.0
45
115.0
2186
8
4
12
2.5
46
50.0
888
5
2
34
1.0
47
55.2
1120
6
3
29
1.0
48
61.0
1400
5
3
33
1.0
49
147.0
2165
7
3
2
2.0
50
210.0
2353
8
4
15
2.5
51
60.0
1536
6
3
36
2.0
52
100.0
1972
8
3
37
2.0
53
44.5
1120
5
3
27
1.0
54
55.0
1664
7
3
79
2.0
55
53.4
925
5
3
20
1.0
56
65.0
1288
5
3
2
1.5
57
73.0
1400
5
3
2
1.5
58
40.0
1376
6
3
103
1.0
59
141.0
2038
12
4
62
2.0
60
68.0
1572
6
3
29
1.0
61
139.0
1545
6
3
9
2.0
62
140.0
1993
6
3
4
2.0
63
55.0
1130
5
2
21
2.0
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