A developer who specializes in summer cottage properties is considering purchasing a large tract of land adjoining a lake. The current owner of the tract has already subdivided the land into separate building lots and has prepared the lots by removing some of the trees. The developer wants to forecast the value of each lot. From previous experience, she knows that the most important factors affecting the price of a lot are size, number of mature trees, and distance to the lake. From a nearby area, she gathers the relevant data for 60 recently sold lots. Use a 5% significance level for all tests. What percentage of the variation in your dependent variable explained by the model? a) 40.15% b) 80.15% c) 70.15% d) 24.25% O e) None of the answers are correct

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Chapter1: Starting With Matlab
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Price Lot size Trees Distance
105.4 41.2 24 42
91.2 44.8 5 71
183.3 21.3 72 43
93.8 43.9 58 14
207.5 57.7 52 12
130.9 33.4 78 26
162.3 31.4 65 51
18.8 27.4 22 0
80.5 26.2 68 83
38.3 40 57 76
71.3 47.6 53 35
55.5 31.6 36 26
85.7 21.6 23 24
110.5 36.3 48 98
85.1 47.2 61 59
78.3 30.5 41 55
27.2 41.8 1 60
70.9 20.6 20 33
101.4 35.3 38 75
133.3 40.1 68 0
117.7 35.6 24 41
49.7 20.6 16 77
49.6 22.4 32 86
83.2 45.8 77 19
81.3 29.4 40 0
152.5 51.7 60 34
112.2 27.2 0 16
37.1 37 50 49
130.2 38.9 48 63
39.1 32.5 25 45
81.9 34 12 0
24.6 35.8 16 34
101.9 32.9 44 42
117.6 46.4 62 48
148.8 51.9 59 39
60.2 28.9 0 66
43.7 35.2 57 77
113.1 30.4 70 78
38.1 38.3 24 62
89.2 49.2 61 0
3 21.5 46 83
55.8 41.9 10 69
89.7 21.8 79 62
136.1 66.3 56 34
44.7 28.2 73 77
63.2 41.9 64 65
163.4 46.7 69 27
64.1 32.1 12 0
98.7 38.5 59 77
139.9 27.6 0 0
92 47 65 37
66.6 20.7 24 51
16.4 34 12 75
131.9 31.9 76 63
11 28 2 42
27.9 40 52 84
103.5 46.6 26 70
107 23.2 11 83
51.6 46.4 53 44
133.4 32.1 55 98
       

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A developer who specializes in summer cottage properties is considering purchasing a
large tract of land adjoining a lake. The current owner of the tract has already
subdivided the land into separate building lots and has prepared the lots by removing
some of the trees. The developer wants to forecast the value of each lot. From
previous experience, she knows that the most important factors affecting the price of
a lot are size, number of mature trees, and distance to the lake. From a nearby area,
she gathers the relevant data for 60 recently sold lots. Use a 5% significance level for
all tests.
What percentage of the variation in your dependent variable explained by the model?
a) 40.15%
b) 80.15%
O c) 70.15%
O d) 24.25%
e) None of the answers are correct
Transcribed Image Text:A developer who specializes in summer cottage properties is considering purchasing a large tract of land adjoining a lake. The current owner of the tract has already subdivided the land into separate building lots and has prepared the lots by removing some of the trees. The developer wants to forecast the value of each lot. From previous experience, she knows that the most important factors affecting the price of a lot are size, number of mature trees, and distance to the lake. From a nearby area, she gathers the relevant data for 60 recently sold lots. Use a 5% significance level for all tests. What percentage of the variation in your dependent variable explained by the model? a) 40.15% b) 80.15% O c) 70.15% O d) 24.25% e) None of the answers are correct
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