Columbia College Develop a Multiple Regression Model Worksheet

User Generated

oratzb

Business Finance

Columbia College

Description

Unformatted Attachment Preview

Enter your Student ID References Use Excel to answer the following questions. Where written responses are necessary, p A deep-foundation engineering contractor has bid on a foundation system for a new bu auger cast piles. The contractor was given bid information for cost-estimating purposes determined exactly until construction was performed. The Pile Foundation data below contains the estimates and actual pile lengths after the 1. Construct a scatter chart and interpret it. 2. Develop a linear regression model to estimate the actual pile length as a function o a. Interpret the R-squared value. b. Use the model to estimate the actual length of a pile given the estimate c. The pile with estimated length of 61.08 feet was actually 55.75 feet. Ba Pile Foundation Data Pile Number 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 Pile Length (ft.) Pile Length (ft.) Estimated Actual 10.58 18.58 10.58 18.58 10.58 18.58 10.58 18.58 10.58 28.58 10.58 26.58 10.58 17.58 10.58 27.58 10.58 27.58 10.58 37.58 10.58 28.58 5.83 1.83 5.83 8.83 5.83 8.83 5.83 8.83 10.83 16.83 10.83 19.83 10.83 18.33 10.83 14.83 21.33 12 16.33 27 21.33 42 21.33 46 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 21.33 31.33 41.08 41.08 41.08 46.33 61.33 61.33 61.33 61.33 61.33 61.33 61.33 61.33 61.33 11.33 5.83 5.83 5.83 5.83 15.83 15.83 15.83 15.83 11.33 21.08 21.08 21.08 21.08 21.08 41.08 41.08 41.08 41.08 41.08 61.08 61.08 61.08 61.08 61.33 61.33 11.33 20.08 20.08 46 57 55.75 55.75 55.75 57 77 76 75 75 36 56.42 45 45.42 37 8 2.83 2.83 2.83 2.83 14.83 16.83 16.83 16.83 11 42.75 43.17 43.17 42.75 42.75 31.75 31.75 31.75 36.75 44.75 36.75 55.75 40.17 56.75 26.42 66.00 13.33 38.75 38.75 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 20.08 20.08 20.08 20.05 40.08 40.08 40.08 40.08 40.08 40.08 60.08 60.08 60.08 60.08 61.33 8.42 20.58 20.58 20.55 20.58 20.58 20.55 23.50 20.52 20.52 20.52 20.52 20.52 20.52 38.42 35.83 35.83 35.83 35.83 35.83 34.75 34.75 4.75 19.75 34.75 34.75 4.75 17.25 17.25 38.75 38.75 38.75 38.75 54.75 25.75 25.75 54.75 23.75 73.08 57.75 56.75 57.75 58.17 62.00 9.09 16.25 16.25 16.25 16.25 16.25 16.25 29.17 21.19 20.19 20.19 36.19 26.19 22.19 29.51 26.51 27.09 34.51 37.09 31.51 55.42 28.84 14.42 22.42 42.42 55.42 14.42 21.92 21.92 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 17.25 17.25 17.25 17.25 19.75 28.42 28.42 28.42 28.42 28.42 28.42 35.92 40.53 40.83 40.83 40.83 40.83 53.42 50.83 50.83 50.83 50.83 53.42 53.42 5.58 5.58 5.58 6.58 5.58 5.58 20.58 20.58 20.55 20.58 20.58 20.58 28.75 28.75 28.75 28.75 28.75 28.75 39.25 39.25 21.92 21.92 21.92 21.92 22.42 32.09 32.09 32.09 32.09 32.09 32.09 46.59 55.51 56.51 67.09 57.09 67.09 55.09 50.34 50.34 45.34 47.76 41.51 41.09 19.25 19.25 19.25 19.25 19.25 19.25 28.25 28.25 28.25 28.25 28.25 28.25 32.42 32.42 32.42 32.42 32.42 32.42 56.92 60.92 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 39.25 39.25 39.25 49.75 49.75 49.75 49.75 53.42 13.42 6.97 6.97 6.97 8.42 21.67 21.67 21.67 28.42 31.67 31.67 31.67 38.42 41.67 41.67 41.67 53.42 13.42 13.42 10.83 10.83 10.83 10.83 10.83 15.42 15.42 15.42 15.42 9.42 9.42 9.42 9.42 9.42 10.58 10.58 10.55 59.92 59.34 57.92 47.42 48.42 48.42 48.42 45.09 22.09 26.64 26.64 26.64 22.09 29.34 29.34 29.34 37.09 34.34 35.34 29.34 59.09 61.34 60.34 61.34 49.09 11.59 14.09 26.50 24.50 33.92 32.92 16.09 18.51 28.09 29.09 29.09 14.09 14.09 14.09 14.09 14.09 23.25 23.25 23.25 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 10.58 10.58 10.55 20.55 20.55 20.58 20.55 20.58 20.55 30.58 30.55 30.58 30.58 30.58 30.55 40.83 40.83 40.83 40.83 40.83 50.83 50.83 50.83 50.83 63.42 53.42 22.58 22.58 20.83 20.83 20.83 20.83 22.68 20.83 20.83 20.83 20.83 24.83 24.83 24.83 24.83 10.83 10.83 10.83 23.25 23.25 26.25 29.25 31.25 30.25 31.25 31.25 32.25 31.25 32.25 31.25 32.25 31.25 29.25 61.50 61.50 58.50 57.92 57.50 51.50 51.50 49.50 48.50 49.09 52.09 23.25 21.25 22.50 22.50 27.50 25.92 37.25 22.92 26.92 21.50 22.50 33.50 33.50 31.50 32.50 14.50 17.50 14.50 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 10.83 11.67 11.67 11.67 11.67 20.83 20.83 20.83 20.83 25.83 25.83 25.83 25.83 30.83 30.83 30.83 30.83 40.83 40.83 40.83 40.53 50.83 50.83 50.83 50.83 53.42 53.42 53.42 22.58 22.58 22.58 20.83 20.83 20.83 25.42 26.67 26.67 26.67 23.42 11.67 11.67 11.67 13.42 11.67 14.50 17.50 17.50 17.50 17.50 26.50 31.50 28.50 26.50 34.50 34.50 34.50 34.50 29.92 30.92 31.50 34.50 66.50 69.50 68.50 66.50 53.34 54.34 61.76 51.34 52.09 52.09 52.09 38.25 43.25 50.25 29.50 29.50 38 31.69 27.34 32.34 26.76 10.51 18.34 18.34 18.34 8.09 22.34 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 11.67 11.67 13.42 21.67 21.67 21.67 28.42 26.67 26.67 26.67 28.42 31.67 31.67 31.67 38.42 41.67 41.67 41.67 53.42 51.67 51.67 51.67 53.42 53.42 21.34 21.34 16.09 29.34 30.34 30.34 31.09 24.34 35.34 35.34 37.09 37.34 37.34 39.76 63.09 67.34 67.34 67.34 64.09 51.34 50.76 46.34 50.09 49.09 onses are necessary, provide your written response below each individual question using RED font. n system for a new building housing the world headquarters for a Fortune 500 company. A part of the pro estimating purposes, which consisted of the estimated depth of each pile; however, actual drill footage o l pile lengths after the project was completed. e length as a function of the estimated pile lengths. ile given the estimated length was 61.08 feet. actually 55.75 feet. Based on the estimated length derived from the regression model, what is the residual RED font. ny. A part of the project consists of installing 311 actual drill footage of each pile could not be what is the residual? Use Excel to answer the following questions. Where written responses are necessary, p The Golfing Statistics data below provides data for a portion of the 2010 professional se 1. Find the best multiple regression model for estimating Earnings/Event in estimating Earnings/Event? Explain. 2. Find the best multiple regression model for predicting Average Score as a function independent variables statistically significant in estimating Average Score? Explain. *GIR: Greens in Regulation Golfing Statistics Earnings/Event $239,493.68 $177,249.18 $218,619.18 $186,380.08 $209,511.75 $181,987.29 $162,536.13 $174,534.95 $135,353.70 $212,540.82 $297,079.50 $168,904.45 $135,791.58 $133,695.52 $112,192.04 $215,121.67 $183,922.93 $150,251.76 $183,356.69 $130,274.35 $286,285.40 $72,708.05 $99,597.31 $85,557.56 $46,406.25 Events 22 28 22 24 20 21 23 21 27 17 12 20 24 23 26 12 14 17 13 17 5 19 13 9 8 Avg. Score 70.37 69.43 70.23 70.46 69.78 70.34 69.92 70.25 70.64 69.93 70.26 69.96 70.21 70.53 70.59 70.22 70.86 70.94 71.13 71.53 69.73 70.79 71.07 71.10 71.24 GIR (%)* 67.9 69.4 67.1 68.0 68.3 65.1 66.3 65.3 68.0 68.7 69.3 66.0 68.5 68.2 66.5 66.5 62.9 66.2 66.9 62.5 69.4 61.9 64.1 64.1 61.1 written responses are necessary, provide your written response below each individual question using ortion of the 2010 professional season for the top 25 golfers. ating Earnings/Event as a function of the other variables. Upon completing the analysis, are all independe cting Average Score as a function of GIR, putts/round, driving accuracy, and driving distance. Upon comple ating Average Score? Explain. Driving Distance 288.4 286.9 276.0 308.5 282.9 299.1 287.8 277.0 291.8 294.2 298.7 291.4 309.8 289.1 279.7 292.4 287.2 300.0 291.7 286.8 308.4 292.1 295.8 290.4 289.9 Driving Accuracy (%) 60.2 67.9 71.0 56.4 68.5 52.7 65.2 62.4 67.9 61.3 61.3 64.8 55.7 64.8 71.2 60.1 52.0 62.6 67.1 62.7 70.6 56.7 57.2 69.3 65.5 Putts/Round 31.82 31.30 31.81 31.81 31.43 31.72 31.68 31.52 32.35 31.55 32.31 31.79 31.73 31.86 31.30 32.29 31.99 32.31 32.06 32.47 32.09 31.50 31.52 31.95 32.31 l question using RED font. ysis, are all independent variables statistically significant istance. Upon completing the analysis, are all Use Excel to answer the following questions. Where written responses are necessary, p A national homebuilder builds single-family homes and condominium-style townhouse country for closings during one month. 1. Develop a multiple regression model for sales price as a function of lot cost and typ 2. Determine if an interaction exists between lot cost and type of home and find the 3. What is the estimated Selling Price for either a single-family home or a townhouse House Sales Region Midwest Midwest Midwest Midwest Midwest Midwest Midwest Midwest Midwest Midwest Midwest Midwest South Midwest Midwest Midwest Midwest Midwest South Midwest Midwest Midwest South South Midwest Midwest Type Selling Price Lot Cost Townhouse $85,145 $17,030 Townhouse $112,740 $20,700 Townhouse $115,350 $18,030 Townhouse $116,415 $19,600 Townhouse $133,070 $24,455 Single Family $136,530 $25,500 Townhouse $139,435 $29,155 Townhouse $139,955 $30,400 Townhouse $147,905 $24,650 Single Family $153,845 $27,500 Townhouse $155,270 $19,600 Townhouse $155,870 $24,650 Single Family $160,000 $29,500 Single Family $165,220 $25,500 Single Family $165,350 $25,000 Single Family $168,354 $27,316 Single Family $168,500 $33,000 Single Family $170,000 $25,200 Townhouse $172,749 $45,025 Single Family $175,000 $28,000 Townhouse $175,470 $28,600 Townhouse $179,365 $32,200 Townhouse $181,916 $45,025 Townhouse $182,237 $45,025 Single Family $183,370 $28,000 Single Family $184,210 $28,000 Midwest Midwest Midwest South Midwest Midwest Midwest South South South South South Midwest South South Midwest South South South South South Midwest Midwest South Midwest South Midwest South South Midwest Midwest South South South South Midwest Midwest Midwest South South South South South South Single Family Townhouse Single Family Single Family Townhouse Single Family Single Family Single Family Townhouse Townhouse Single Family Townhouse Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family Single Family Townhouse Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family $184,460 $184,873 $185,160 $186,000 $187,390 $188,603 $189,120 $191,028 $196,898 $198,202 $200,119 $200,423 $201,700 $202,000 $203,076 $203,950 $204,900 $205,821 $206,400 $207,345 $209,400 $210,380 $211,513 $211,797 $212,079 $214,205 $214,900 $216,049 $219,990 $220,257 $223,890 $224,108 $225,900 $226,000 $230,000 $230,440 $230,555 $233,900 $234,971 $239,000 $239,870 $241,195 $242,191 $242,899 $22,300 $33,400 $29,000 $35,851 $27,000 $31,300 $35,000 $45,000 $45,025 $45,025 $45,000 $45,025 $40,940 $31,160 $45,025 $33,000 $34,000 $39,299 $35,851 $35,600 $43,579 $33,856 $31,300 $34,000 $33,400 $36,500 $31,300 $35,600 $37,557 $31,300 $28,000 $45,025 $28,618 $35,600 $45,025 $33,000 $28,000 $44,200 $29,202 $39,169 $41,354 $41,340 $33,434 $48,252 South Midwest South Midwest South South South South South South South South Midwest South South Midwest South South South South Midwest South South South Midwest Midwest South Midwest South South Midwest South Midwest South South Midwest South South South South South South South Midwest Single Family Single Family Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family Single Family Townhouse Single Family Single Family Single Family Townhouse Townhouse Single Family Townhouse Single Family Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family $246,648 $248,500 $249,900 $250,005 $250,800 $252,135 $253,055 $254,048 $255,000 $256,235 $257,040 $260,100 $262,740 $262,890 $265,058 $265,500 $267,060 $267,250 $267,640 $268,000 $268,210 $268,500 $269,410 $270,518 $271,105 $274,455 $274,903 $277,720 $280,622 $280,804 $281,487 $281,824 $283,440 $286,758 $287,771 $289,000 $290,000 $290,190 $294,450 $294,990 $299,096 $301,500 $305,000 $307,373 $41,600 $20,000 $38,200 $33,000 $73,400 $41,341 $41,340 $39,680 $43,198 $48,500 $37,631 $73,400 $44,900 $48,500 $41,404 $35,800 $73,400 $45,676 $73,400 $43,344 $29,700 $41,099 $73,400 $46,499 $45,000 $41,000 $45,345 $44,650 $45,130 $40,667 $57,285 $50,448 $50,900 $57,000 $46,300 $44,000 $48,300 $82,250 $73,400 $57,000 $43,784 $59,000 $49,067 $41,292 South South South South South South South South South South Midwest South South South South Midwest South South South South South South South South South Midwest South South South South South South South South South South South South South South South South South South Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Townhouse Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family $307,387 $307,663 $309,075 $310,100 $310,372 $312,898 $318,274 $318,523 $319,602 $322,920 $323,716 $324,266 $324,412 $326,570 $329,611 $330,486 $330,710 $333,158 $335,000 $337,374 $337,380 $338,065 $340,000 $340,730 $342,423 $348,744 $350,702 $352,781 $354,065 $354,117 $355,688 $358,162 $359,949 $366,990 $367,600 $369,101 $371,152 $379,000 $379,424 $379,575 $385,000 $385,942 $387,527 $398,651 $45,850 $44,840 $82,250 $41,800 $60,000 $40,768 $85,800 $50,000 $82,250 $82,250 $34,500 $47,891 $62,523 $51,000 $48,611 $35,000 $49,920 $49,123 $68,375 $70,399 $49,150 $54,850 $40,000 $50,850 $48,309 $53,000 $46,386 $60,000 $48,115 $56,219 $65,373 $44,470 $50,591 $55,508 $50,000 $46,773 $58,223 $72,915 $64,902 $44,294 $75,000 $49,123 $48,000 $65,429 South South South Midwest South South South South South South Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family Single Family $400,330 $404,510 $407,076 $410,810 $417,790 $432,426 $444,304 $446,507 $492,820 $575,120 $75,510 $58,225 $48,668 $66,500 $63,099 $57,422 $53,938 $75,510 $84,122 $79,790 responses are necessary, provide your written response below each individual question using RED ominium-style townhouses. The House Sales data below provides information on the selling price, lot cost function of lot cost and type of home without any interaction term. type of home and find the best model. mily home or a townhouse with a lot cost of $30,000? on using RED font. selling price, lot cost, type of home, and region of the
Purchase answer to see full attachment
User generated content is uploaded by users for the purposes of learning and should be used following Studypool's honor code & terms of service.

Explanation & Answer

View attached explanation and answer. Let me know if you have any questions.Hey there, I am sending you the excel file with the solution of the 3 problems in each sheet.Please, let me know if you have any questions about it

Enter your Student ID

References

Use Excel to answer the following questions. Where written responses are necessary, p

A deep-foundation engineering contractor has bid on a foundation system for a new bu
311 auger cast piles. The contractor was given bid information for cost-estimating purp
be determined exactly until construction was performed.

The Pile Foundation data below contains the estimates and actual pile lengths after the
1. Construct a scatter chart and interpret it.
2. Develop a linear regression model to estimate the actual pile length as a function o
a. Interpret the R-squared value.
b. Use the model to estimate the actual length of a pile given the estimate
c. The pile with estimated length of 61.08 feet was actually 55.75 feet. Ba

Pile Foundation Data
Pile
Number
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23

Pile Length (ft.) Pile Length (ft.)
Estimated
Actual
10.58
18.58
10.58
18.58
10.58
18.58
10.58
18.58
10.58
28.58
10.58
26.58
10.58
17.58
10.58
27.58
10.58
27.58
10.58
37.58
10.58
28.58
5.83
1.83
5.83
8.83
5.83
8.83
5.83
8.83
10.83
16.83
10.83
19.83
10.83
18.33
10.83
14.83
21.33
12
16.33
27
21.33
42
21.33
46

90.00
80.00
70.00
60.00
50.00
40.00
30.00
20.00
10.00
0.00
0.00

Regression Statis

24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67

21.33
31.33
41.08
41.08
41.08
46.33
61.33
61.33
61.33
61.33
61.33
61.33
61.33
61.33
61.33
11.33
5.83
5.83
5.83
5.83
15.83
15.83
15.83
15.83
11.33
21.08
21.08
21.08
21.08
21.08
41.08
41.08
41.08
41.08
41.08
61.08
61.08
61.08
61.08
61.33
61.33
11.33
20.08
20.08

46
57
55.75
55.75
55.75
57
77
76
75
75
36
56.42
45
45.42
37
8
2.83
2.83
2.83
2.83
14.83
16.83
16.83
16.83
11
42.75
43.17
43.17
42.75
42.75
31.75
31.75
31.75
36.75
44.75
36.75
55.75
40.17
56.75
26.42
66.00
13.33
38.75
38.75

68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111

20.08
20.08
20.08
20.05
40.08
40.08
40.08
40.08
40.08
40.08
60.08
60.08
60.08
60.08
61.33
8.42
20.58
20.58
20.55
20.58
20.58
20.55
23.50
20.52
20.52
20.52
20.52
20.52
20.52
38.42
35.83
35.83
35.83
35.83
35.83
34.75
34.75
4.75
19.75
34.75
34.75
4.75
17.25
17.25

38.75
38.75
38.75
38.75
54.75
25.75
25.75
54.75
23.75
73.08
57.75
56.75
57.75
58.17
62.00
9.09
16.25
16.25
16.25
16.25
16.25
16.25
29.17
21.19
20.19
20.19
36.19
26.19
22.19
29.51
26.51
27.09
34.51
37.09
31.51
55.42
28.84
14.42
22.42
42.42
55.42
14.42
21.92
21.92

112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155

17.25
17.25
17.25
17.25
19.75
28.42
28.42
28.42
28.42
28.42
28.42
35.92
40.53
40.83
40.83
40.83
40.83
53.42
50.83
50.83
50.83
50.83
53.42
53.42
5.58
5.58
5.58
6.58
5.58
5.58
20.58
20.58
20.55
20.58
20.58
20.58
28.75
28.75
28.75
28.75
28.75
28.75
39.25
39.25

21.92
21.92
21.92
21.92
22.42
32.09
32.09
32.09
32.09
32.09
32.09
46.59
55.51
56.51
67.09
57.09
67.09
55.09
50.34
50.34
45.34
47.76
41.51
41.09
19.25
19.25
19.25
19.25
19.25
19.25
28.25
28.25
28.25
28.25
28.25
28.25
32.42
32.42
32.42
32.42
32.42
32.42
56.92
60.92

156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199

39.25
39.25
39.25
49.75
49.75
49.75
49.75
53.42
13.42
6.97
6.97
6.97
8.42
21.67
21.67
21.67
28.42
31.67
31.67
31.67
38.42
41.67
41.67
41.67
53.42
13.42
13.42
10.83
10.83
10.83
10.83
10.83
15.42
15.42
15.42
15.42
9.42
9.42
9.42
9.42
9.42
10.58
10.58
10.55

59.92
59.34
57.92
47.42
48.42
48.42
48.42
45.09
22.09
26.64
26.64
26.64
22.09
29.34
29.34
29.34
37.09
34.34
35.34
29.34
59.09
61.34
60.34
61.34
49.09
11.59
14.09
26.50
24.50
33.92
32.92
16.09
18.51
28.09
29.09
29.09
14.09
14.09
14.09
14.09
14.09
23.25
23.25
23.25

200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243

10.58
10.58
10.55
20.55
20.55
20.58
20.55
20.58
20.55
30.58
30.55
30.58
30.58
30.58
30.55
40.83
40.83
40.83
40.83
40.83
50.83
50.83
50.83
50.83
63.42
53.42
22.58
22.58
20.83
20.83
20.83
20.83
22.68
20.83
20.83
20.83
20.83
24.83
24.83
24.83
24.83
10.83
10.83
10.83

23.25
23.25
26.25
29.25
31.25
30.25
31.25
31.25
32.25
31.25
32.25
31.25
32.25
31.25
29.25
61.50
61.50
58.50
57.92
57.50
51.50
51.50
49.50
48.50
49.09
52.09
23.25
21.25
22.50
22.50
27.50
25.92
37.25
22.92
26.92
21.50
22.50
33.50
33.50
31.50
32.50
14.50
17.50
14.50

244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
28...

Similar Content

Related Tags