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Homework answers / question archive / Conduct F-test for the above model using F-table (in the lecture note) as well as p-value (in the ANOVA table) and interpret the results (Basically, you are asked to conduct an F test in two different ways)
Conduct F-test for the above model using F-table (in the lecture note) as well as p-value (in the ANOVA table) and interpret the results (Basically, you are asked to conduct an F test in two different ways). (5 point)
|
Selling Price ($) |
Square Footage |
Bedrooms |
Age (Years) |
|
84000 |
1670 |
2 |
30 |
|
79000 |
1339 |
2 |
25 |
|
91400 |
1712 |
3 |
30 |
|
120000 |
1840 |
3 |
40 |
|
127500 |
2300 |
3 |
18 |
|
132500 |
2234 |
3 |
30 |
|
145000 |
2311 |
3 |
19 |
|
164000 |
2377 |
3 |
7 |
|
155000 |
2736 |
4 |
10 |
|
168000 |
2500 |
3 |
1 |
|
172500 |
2500 |
4 |
3 |
|
174000 |
2479 |
3 |
3 |
|
175000 |
2400 |
3 |
1 |
|
177500 |
3124 |
4 |
0 |
|
184000 |
2500 |
3 |
2 |
|
195500 |
4062 |
4 |
10 |
|
195000 |
2854 |
3 |
3 Critical Values of Ihe F Distribution for-0.05 Numerator Degrees of Freedom (k) Degrees of Freedom ( 120 1614 1995 215.7 2246 2302 2340 2368 238.9 240.5 2419 243.9 245.9 248.0 249. 250.1 2S1.1 2522 253.3 254.3 18.51 19.00 19.16 1925 19.30 1933 19.35 19.37 19,38 1940 19.4 19.43 19.45 1945 19.46 1947 1948 19.49 19.50 3 9.55 9.28 9.12 901 894 8.89 8.85 8879 8.74 670 8.66 8.64 8.62859 857 855 853 71 6.94 69639 26 616 609 604 600 5.96 5.91 5.86 5.80 577 5.75 72 5.69 566 563 661 5.79 5.41 S, 19 SOS 4.95 488 4,82 4.77 4.74 4.68 62 4.56 453 430 446 443 440 4.36 59 5.14 4.76453.39 4.28 21 415 4.10 4.06 .00 394 387 384 3.81 3.77 374 70 3.67 59 4.74 .35 4.12397 3.87 3.79 3.73 368 364 3.57 351 344 3413.38 3.34 330 327 3.2 5.32 46 4.07 3.84 369 358 3.50 344 339 335 3.28322 3.1S 3.12 3.08 3.04 01 297 2.93 12 4.26 386 363 348 337 329 3.23 318 3.14 3.07 301 294 290 2.86 283 2)9 2.75 2.71 496 410 37 348 3.33 322 3.14307 302 298 2.928 227 2.74 2.70 2.66 262 2.58 2.54 484 398 3.59 3.36 3.20 309 301 295290 285 2.79 27 265 2.61 2.57 2.53 249 245 2.40 75 3.89 349 3.26 3.1 3.00 2.91 285 2.80 2.75 2.69 2.62 2.54 2. 247 243 238 2.34 2.30 467 381 3.41 3.18 3.03 2.92 2.83 2.77 2.71 2.67 2.60 253 2.46 2.42 2.38 2.34 2? 2.25 221 4.60 374 334 296 285 2.76 2.70 265 260 2.53 246 2.39 2.35 2.31 7 222 2.18 2.13 54 3.68 329 306 2.90 2.79 2.71 264 2.59 254 2.48 2402.33 2.29 2.25 220 216 211 0 49 3.63 324301 285 2.74 2662.59 2.54 249 2.42 235 2.28 2.24 2.19 215 211 206 2.01 45 3.59 320 296 21 2.70 2.6 2.55 2.49 245 2.38 231 2.23 2.19 2.1S 2.10206 2.01 1. 41 3.5S 3.16 2.93 2.7 266 2.58 2.5 2.46 2.41 2.34 2.2 219 2.15 2.11 206202 97 192 438 3.52 3.13 2.90 2.74 2.63 2.S4 2.48 2.42 2.38 2.31 223 2.16 2." 2.07 203 L98 t" IM 35 3.493.10 287 2.71 260 2.51 2.45 2.39 2.35 2.28 2.20 2.12 2.0 2.04 99 . 0 184 4.32 3.47 3.07 2.84 2.68 27 2.49242 2.37 2.32 2.25 2.18 2.10 2.05 2.0 1.96 1.92 187 4.30 3.44 3.05 2.82 266 2.55 2.46 2.40 2.34 2.30 2.23 215 207 2.03 19 194 1.89 84 1.78 4.28 342 3.03 2.80 2.64 253 244 .37 2.32 2.7 2.20 213 2052.011.96 191 1.86 18176 4.26 3.40 3.0 .7 262 251 242 2.36 2.30 .25 2.18 211203 198 194 9 184 179 73 424 3.39 2.99 2.76 2.60 249 240 2.34 2.28 224 2.16 209 201 196 1.92 1.87 IN 1.22 23 3.37 2.98 2.742.59 247 2.39 2.32 2.27 2.22 2.15 207 199 1.90 85 180 1751.69 4.21 3.35 2.96 2.73 257 246 237 2.31 225 2.20 2.13 206 1.97 1.93 1.88 ·84 129 1,3 62 20 3.34 2.95 2.71 2.56 245 2.36 2.29 224 2.19 212 204196 191 1.87 1,77 171 165 18 3.33 293 2.70 255 243 2.35 2.282.22 2.18 2.10 2031941085 .81 .1.0 164 4.17 3.32 292 269 2.3 242 23 2.2 221 216 2.09 201 193 1.89184 179 174 1.68 1.62 4.08 3.23 2.84 2.61 2.45 234 2.25 2.18 2.12 2.08 2.00 192 184 179 134 169 156 131 4,0?3.IS 276 2.53 2.37 225 2.17 2.10 204 ,99 192 184 .75 120 1.65 159 us 14, 139 92 3.07 2.68 245 229 217 20 196 1.91 18 1.66 1.61 .5143 1.35 1.2S 3.84 3.00 260 2.37 221 2.10 201 194 188 183 135 167 1.57 1.52 1.46 ·39 2 122 100 120 |
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