Nassau County is located approximately 25 miles east of New York City. The accompanying data include the fair market value (in thousands of dollars), land area of the property in acres, and age, in years, for a sample of 20 single-family homes located in Glen Cove, a small city in Nassau County. Develop a multiple linear regression model to predict the fair market value based on land area of the property and age, in years. Complete parts (a) through (f). E Click the icon to view the data table. a. State the multiple regression equation. Let X, represent the land area of the property in acres and let X represent age, in years. - X Data Table (Round to one decimal place as needed.) Fair Market Value Property Size 0.2192 Address Age 21 Jefferson St 38 Hitching Post Lane 79 Valentine Street 425.0 61 539.2 387.8 644.0 338.3 519.8 412.4 0.1630 0.1722 0.6545 0.1693 0.1492 0.1148 1.3100 0.3849 0.1808 0.4626 0.1714 0.1889 0.2281 0.3636 0.2549 39 62 56 13 Westland Drive 38 Jefferson Street 26 Broadfield Place 7 Valentine Street 4 Poppy Lane 29 Meadowfield Lane 23 Guilfoy Street 12 Prospect Avenue 15 Inwood Road 1 Buckeye Road 17 Duke Place 7 Woodland Road 5 Daniel Drive 14 Fox Street 4 Poppy Lane 15 Francis Terrace 36 Elm Avenue 74 44 889.0 437.4 370.3 454.4 334.3 417.3 22 62 54 58 92 62 64 50 55 56 64 28 98 564.0 541.8 490.4 389.0 628.2 487.7 388.0 0.1763 0.4608 0.2290 0.1474 51 Print Done

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Nassau County is located approximately 25 miles east of New York City. The accompanying data include the fair market value (in thousands of dollars), land area of the property in acres, and age, in years, for a sample of 20 single-family homes located in
Glen Cove, a small city in Nassau County. Develop a multiple linear regression model to predict the fair market value based on land area of the property and age, in years. Complete parts (a) through (f).
Click the icon to view the data table.
a. State the multiple regression equation. Let X1i represent the land area of the property in acres and let X2; represent age, in years.
Data Table
+
(Round to one decimal place as needed.)
Fair Market
Property
Size
Address
Age
Value
0.2192
0.1630
0.1722
21 Jefferson St
425.0
61
38 Hitching Post Lane
79 Valentine Street
539.2
39
387.8
62
13 Westland Drive
644.0
0.6545
0.1693
0.1492
0.1148
1.3100
0.3849
56
38 Jefferson Street
338.3
74
519.8
412.4
889.0
26 Broadfield Place
44
7 Valentine Street
4 Рoppy Lane
29 Meadowfield Lane
22
62
437.4
54
23 Guilfoy Street
12 Prospect Avenue
15 Inwood Road
370.3
0.1808
58
454.4
0.4626
92
334.3
0.1714
62
1 Buckeye Road
17 Duke Place
7 Woodland Road
417.3
0.1889
64
564.0
0.2281
50
541.8
0.3636
55
5 Daniel Drive
14 Fox Street
4 Рoppy Lane
15 Francis Terrace
490.4
0.2549
56
389.0
0.1763
64
0.4608
0.2290
628.2
28
487.7
98
36 Elm Avenue
388.0
0.1474
51
Print
Done
Transcribed Image Text:Nassau County is located approximately 25 miles east of New York City. The accompanying data include the fair market value (in thousands of dollars), land area of the property in acres, and age, in years, for a sample of 20 single-family homes located in Glen Cove, a small city in Nassau County. Develop a multiple linear regression model to predict the fair market value based on land area of the property and age, in years. Complete parts (a) through (f). Click the icon to view the data table. a. State the multiple regression equation. Let X1i represent the land area of the property in acres and let X2; represent age, in years. Data Table + (Round to one decimal place as needed.) Fair Market Property Size Address Age Value 0.2192 0.1630 0.1722 21 Jefferson St 425.0 61 38 Hitching Post Lane 79 Valentine Street 539.2 39 387.8 62 13 Westland Drive 644.0 0.6545 0.1693 0.1492 0.1148 1.3100 0.3849 56 38 Jefferson Street 338.3 74 519.8 412.4 889.0 26 Broadfield Place 44 7 Valentine Street 4 Рoppy Lane 29 Meadowfield Lane 22 62 437.4 54 23 Guilfoy Street 12 Prospect Avenue 15 Inwood Road 370.3 0.1808 58 454.4 0.4626 92 334.3 0.1714 62 1 Buckeye Road 17 Duke Place 7 Woodland Road 417.3 0.1889 64 564.0 0.2281 50 541.8 0.3636 55 5 Daniel Drive 14 Fox Street 4 Рoppy Lane 15 Francis Terrace 490.4 0.2549 56 389.0 0.1763 64 0.4608 0.2290 628.2 28 487.7 98 36 Elm Avenue 388.0 0.1474 51 Print Done
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