Multiple Regression & Prediction

profileRickross69
P02_11.xlsx

Data

House Appraised Value Selling Price Square Feet Bedrooms Bathrooms
1 119,370 121,870 2050 4 5
2 148,930 150,250 2200 4 4
3 130,390 122,780 1590 3 3
4 135,700 144,350 1860 3 3
5 126,300 116,200 1210 2 3
6 137,080 139,490 1710 3 2
7 123,490 115,730 1670 3 3
8 150,830 140,590 1780 3 4
9 123,480 120,290 1520 4 4
10 132,050 147,250 1830 2 3
11 148,210 152,260 1700 3 3
12 139,530 144,800 1720 3 4
13 114,340 107,060 1670 3 4
14 140,040 147,470 1650 3 3
15 136,010 135,120 1610 2 1
16 140,930 140,240 1570 3 4
17 132,420 129,890 1650 4 5
18 118,300 121,140 1640 3 4
19 122,140 111,230 1420 2 3
20 149,820 145,140 2070 4 3
21 128,910 139,010 1610 2 3
22 134,610 129,340 1910 4 4
23 121,990 113,610 1410 2 2
24 150,500 141,050 1860 4 3
25 142,870 152,900 1990 4 3
26 155,550 157,790 2270 5 4
27 128,500 135,570 1965 4 4
28 143,360 151,990 1820 3 3
29 119,650 120,530 1650 3 3
30 122,570 118,640 1470 2 2
31 145,270 149,510 1850 4 3
32 149,730 146,860 2170 4 4
33 147,700 143,880 1930 3 3
34 117,530 118,520 1380 2 1
35 140,130 146,070 1810 3 4
36 136,570 135,350 1760 3 4
37 130,440 121,540 1530 2 3
38 118,130 132,980 1700 3 2
39 130,980 147,530 1980 4 4
40 131,330 128,490 1590 2 2
41 141,100 141,930 1740 3 2
42 117,870 123,550 1730 3 2
43 160,580 162,030 2100 5 6
44 151,100 157,390 2040 4 4
45 120,150 114,550 1730 2 1
46 133,170 139,540 1680 2 2
47 140,160 149,920 2050 4 4
48 124,560 122,080 1750 3 3
49 127,970 136,510 1870 4 3
50 101,930 109,410 1330 2 3
51 131,470 127,290 1700 3 3
52 121,270 120,450 1460 2 3
53 143,550 151,960 1910 3 3
54 136,890 132,540 1610 2 1
55 106,110 114,330 1470 2 1
56 137,540 141,320 1810 3 4
57 134,330 83,760 1650 2 2
58 127,590 118,200 1520 2 1
59 137,440 140,200 1920 4 5
60 114,090 113,550 1410 2 1
61 145,460 156,520 2030 3 3
62 141,900 137,350 1950 3 4
63 116,340 110,610 1340 2 1
64 149,200 153,690 1850 3 4
65 141,810 153,330 1780 3 2
66 116,440 111,950 1440 2 1
67 137,740 143,460 2040 4 4
68 144,700 142,130 2160 5 4
69 149,660 155,460 2170 4 3
70 118,170 135,440 1710 2 3
71 137,660 127,300 1640 3 2
72 119,700 113,770 1380 2 1
73 143,120 141,110 2100 5 6
74 129,910 130,080 1610 2 2
75 141,780 139,350 1950 4 4
76 159,190 160,030 2080 5 4
77 156,130 152,840 1960 3 2
78 126,720 122,270 1920 4 4
79 133,220 145,880 1920 4 3
80 118,090 115,470 1490 2 1
81 141,630 135,720 1600 2 1
82 138,560 136,160 1650 3 2
83 134,100 144,920 1890 4 5
84 132,240 131,290 1620 3 4
85 145,820 138,530 1820 3 4
86 127,150 124,050 1750 3 2
87 105,070 107,900 1460 2 1
88 127,200 123,450 1530 3 2
89 111,560 111,700 1540 2 3
90 150,410 145,140 1950 3 2
91 129,150 120,440 1480 3 2
92 130,310 136,870 2050 4 4
93 129,230 140,300 1660 3 2
94 105,060 113,780 1540 2 3
95 134,210 141,230 1720 3 4
96 109,250 104,830 1400 2 1
97 127,350 118,790 1578 3 4
98 104,010 112,040 1700 3 3
99 133,940 137,270 1880 4 5
100 141,130 145,710 1850 3 4
101 136,530 138,380 1430 2 3
102 118,040 109,460 1390 2 1
103 153,700 144,680 2130 4 5
104 126,310 133,270 1890 4 4
105 134,020 133,270 1640 2 3
106 141,560 150,380 2070 3 3
107 142,960 135,260 1810 3 2
108 118,530 112,600 1460 2 1
109 121,590 114,230 1410 2 2
110 146,400 153,240 2190 4 3
111 141,250 125,890 1580 3 4
112 130,730 135,620 1840 3 3
113 132,650 138,820 1930 3 3
114 125,570 129,430 1930 4 5
115 125,740 136,450 1820 3 4
116 120,220 126,740 1480 2 1
117 128,290 130,090 1600 2 1
118 136,890 132,680 1880 3 2
119 142,430 142,890 1780 3 2
120 119,310 127,040 1920 3 2
121 120,370 131,450 1830 4 3
122 118,830 114,570 1470 2 3
123 124,490 129,560 1690 3 4
124 140,570 149,550 1930 4 5
125 133,620 140,820 1970 2 3
126 105,050 111,550 1530 2 2
127 147,090 142,760 2030 5 6
128 115,430 124,250 1830 3 3
129 125,370 132,320 2070 3 4
130 115,970 121,450 1630 2 3
131 125,210 132,450 1580 3 2
132 130,370 135,830 1760 3 4
133 119,750 125,760 1810 4 5
134 120,930 125,840 1710 3 2
135 126,800 135,320 1890 3 3
136 118,820 120,140 1640 2 1
137 144,080 147,530 2010 4 4
138 142,490 144,940 1730 3 3
139 140,550 136,010 1770 4 3
140 130,360 119,330 1750 4 5
141 124,270 131,150 1660 3 3
142 167,730 172,360 2510 5 6
143 129,190 137,170 1700 2 3
144 125,180 124,710 1660 3 4
145 157,510 148,650 2110 4 5
146 126,670 128,520 1430 2 2
147 137,570 132,020 1710 4 5
148 133,460 128,030 1580 2 1

This is fictitious data.