Answer Happy

Paste L Copy B IC II III Format Painter H19 Q fx AA B D E F G H 1 The dataset of a random sample of 540 people is listed below with the following variables. 2 3 ID : Respondent's identifier 4 EARNINGS : Current hourly earnings (s) 5 EDUC : Years of schooling (years) в EXP : Total out-of-school work experience (years) 7 MALE : Sex of respondent (1 if male, o if female) 8 9 1. (2pts) Suppose that the research question that you ask is: "How the total years of schooling influence the earnings? 10 If you were asked to run a regression in order to answer this question, what would be your dependent and independent variables? 11 12 Dependent: Independent: 13 14 2. (ots) Do regression anlaysis and show the regression equation. Display the trend ine on the scatter plot. 15 16 17 18 19 20 21 22 23 24 25 26 27 28 3. (4pts) Interpret the intercept and slope coefficient. Do they make sense? 30 31 32 33 34 35 36 37 38 39 40 -41 42 43 44 45 16 4. What hypotheses would you set up to test the sianidicance of the slope coefficient at 5% significance level. (explain also in words what you test) Use both p-value method and Critical value method to conclude. State the corresponding rejection rules 1) (2pts) State the hypotheses (2pts) Compute the cirtical value at significance level of 0.05 48 19 SO 51 1) (3pts) Critical value method: K ) > Sheet1 +

H19 Q fx B с D F 1 1 1 1 1 1 1 1 1 1 1 1 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 1 4781 2671 5500 12100 3844 2944 762 1919 1061 4013 12125 5252 2438 4779 1 2010 3016 2309 1150 5178 2815 3884 412 4799 4563 2527 4470 1891 2613 3895 1176 3925 5172 2780 260 2187 1644 9.85 10.75 16.82 16.62 24.03 12.00 16.00 17.30 26.44 11.16 12.00 15.50 22.43 12.72 19.58 23.70 5.15 10.67 11.25 11.62 26.49 15.62 15.50 32.50 36.92 21.92 10.50 20.68 55.94 31.86 16.92 18.00 15.38 23.07 30.00 12.00 E 9 15.78846 12 14.69231 14| 17.42308 12 21.03846 14 20.44231 12| 17.67308 1219.65385 14 18.28846 12] 22.82692 12 17.26923 12 20.44231 12| 17.26923 17 15.19231 12 10.75 20 7.423077 16 18.42308 12 9.519231 12| 17.26923 13 16.94231 13 19.03846 16 16 14 10.94231 18 8.75 12] 21.84615 12 20.01923 18] 7.019231 12 23.07692 13] 20.80769 20 18.13461 16 15.98077 17| 15.88461 14| 17.88461 12| 18.71154 14| 20.38461 13] 21.69231 13 18.07692 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1

B с D E F 11872 2159 3202 2386 11.39 23.25 14.25 24.61 1 1 1 1 1 1 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 769 1081 1527 2443 2725 2776 17.75 15.00 12.00 8.00 8.00 13.73 1 1 1 1 3979 48.07 1 1397 2658 5323 1368 12.44 8.00 13.50 11.92 1 1 1 1 121 25.50 1 1 1677 3399 3745 1867 4314 27.77 13.00 20.10 9.80 14 10.75 16 19.48077 12 21.67308 15 20.55769 12 18.09615 14 18.28846 12 21.36539 14 1.923077 14 18.15385 14 13.80769 19 10.32692 12 23.40385 12 8.903846 10 15.61539 16 18.32692 12 18.538461 12] 20.82692 16 17.55769 12 18.61539 12 17.34615 16 17.36539 12 22.38461 9 21.82692 8 22.44231 16 18.44231 12 19.53846 12 19.63461 12 21.65385 12 20.61539 9 20.48077 12] 20.61539 11 21.01923 16 12.03846 19 8.230769 16 15.28846 1 1 1 1 1 570 2733 4156 1318 4056 3933 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 K 1 1 1 1 22.43 10.56 16.36 12.30 23.07 13.73 58.60 12.00 10.00 9.85 12.00 13.50 56.00 32.69 14.24 4566 4239 12009 4119 860 3607 2372 3971 5222 + 1 1 1 1 1 1 1 Sheet1

B С F 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 K) 2713 4191 2101 11973 12106 1486 4329 5637 1796 3861 12056 107 2584 481 3482 5439 193 11864 2896 2010 11793 3116 12124 357 3246 4767 2318 3994 5013 2774 5336 3675 4607 4904 20.00 39.31 36.32 21.63 31.25 9.16 27.80 17.95 12.50 16.15 2.50 20.74 12.00 47.00 20.50 33.76 42.59 20.00 71.22 47.00 25.00 29.80 4.46 26.04 13.27 18.00 18.26 9.25 23.07 21.90 13.40 15.00 30.00 12.54 113.96 39.53 E 12 19.26923 18 14.13461 12 23.36539 12 23.13461 181 9.673077 12 21.76923 12 22.96154 12 21.11539 12 13.17308 16 14.46154 15 12.96154 16 17.07692 12 15.23077 19 18.94231 13 20.26923 16 17.40385 16 21.28846 12 19.75 18 16.76923 17.96154 12 17.75 12 19 12 19.28846 16 19.84615 12 22.78846 17 17.11539 9 22.07692 12 13.88461 14 15.01923 14 22.11539 12 21.67308 16 13.13461 17 19.01923 12 20.65385 13 22.07692 15 10.90385 1 1 1 1 19 1 1 1 1 1 1 1 1 1 1 1 1 1 18 1784 1 1 1 Sheet1 +

ID EDUC 66 67 2302 73 2871 4022 EARNINGS 30.44 57.69 37.79 18.49 MALE 1 1 1 1 $688252乃还历历刀B29 1 1 1 1 1 19 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 K <> > 941 3493 1186 997 2998 1555 1046 336 11754 5375 482 4245 12012 2463 3639 5390 1010 4900 2803 1358 1911 5039 1060 5266 2904 3694 5203 4808 772 2189 4722 1708 493 2143 393 11872 27.00 14.00 38.81 22.18 12.30 11.90 27.40 13.50 25.00 10.00 81.82 15.38 28.84 9.61 12.50 15.93 83.33 18.75 21.83 28.84 16.71 38.46 18.20 36.05 25.76 21.11 23.60 20.94 21.00 17.94 10.83 15.69 18.00 12.50 25.00 11.39 EXP 17| 17.57692 18 11.17308 18 13.75 12 21.57692 13] 21.82692 12] 20.38461 16 13.01923 12 19 12] 22.40385 14 16.51923 19 10.96154 12 6.692307 12] 21.30769 12 20.03846 16.88461 14 15.03846 14 21.96154 15 20.75 9| 4.269231 14 23.26923 16 16.38461 12] 21.11539 13 21.36539 14 20.78846 12 22.07692 18 13.30769 12 19.67308 14 15.25 19 11.71154 11] 23.01923 13 14.19231 12 19.13461 12 21.5 16 16.03846 12 21.92308 16 16.92308 13 17.19231 12 14.30769 13 18.38461 14 10.75 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 ON Sheet1 +

HIY D B с D D E F 177 178 1 1 1 4129 2326 4311 711 1 1 4642 1 1 1 1 1 1 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 1859 1153 2209 1320 4448 797 269 800 4114 663 4020 4738 4278 2502 3192 722 2381 4242 4427 11994 3420 3374 2075 392 1889 1920 218 1746 3171 1560 2391 14.21 16.00 11.36 14.63 38.88 16.61 4.36 14.00 28.84 32.05 25.90 86.53 18.18 14.20 69.76 8.12 23.04 19.46 36.05 15.00 14.10 9.00 21.63 16.02 13.67 26.44 18.96 24.94 19.23 13.75 5.25 123.93 39.81 113.12 11.42 7.50 14 15.55769 12 18.23077 15 17.90385 12 21.92308 13 9.269231 12] 20.23077 10 5.75 13 19.23077 13 22.13461 16 11.78846 12 19.36539 16 21.46154 14 19.51923 12 19.90385 16 14.88461 12 7.25 14 18.26923 12 23.30769 17 10 12 20.38461 11 20.88461 14.42308 20.51923 12 10.65385 12 18.53846 14 21.48077 12 19.05769 12 22.88461 12 22.5 16.53846 14 10.019231 16 23.21154 19 15.5 18 14.19231 12 13.88461 12 16.90385 1 1 1 1 1 1 1 1 1 1 1 12 12 1 1 1 1 1 1 1 1 1 13 1 1 1 1 1 1 Shant 1

Н19 Q fx B С D F G 12 16 16 16 12 15 16 оооо оо оо 12 13 12 13 14 12 0 10 16 12 15 о с оооо 0 0 о 4600 1234 4108 5591 3814 2359 400 3544 1491 3518 2411 1155 2105 2681 2420 928 755 11798 2507 1607 4804 4899 1082 1803 11879 1751 1276 3790 1858 1022 4746 3532 137 5641 1208 UN 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 0 E 17.65385 16.07692 16.76923 14.36539 19.42308 9.384615 18 6.115385 13.5 21 20.19231 20.40385 16.80769 8.788462 2.076923 11.59615 23.28846 5.673077 21.23077 21.21154 18.07692 15.63461 17.07692 15.65385 9.096154 15.55769 15 21.28846 18.38461 16.51923 12.75 2.134615 14.73077 20.86539 18.21154 17 20.00 26.16 10.93 21.70 17.36 6.73 39.66 7.85 15.58 17.71 20.54 20.87 10.00 4.84 6.25 5.15 14.00 9.75 14.41 11.17 2.90 13.11 14.42 13.37 4.15 16.00 16.34 9.80 24.61 17.30 12.77 14.50 40.72 8.00 38.46 16.00 12 12 о о 0 ОО оо о 0 о 12 14 16 17 12 12 16 12 18 17 12 12 16 13 20 No 3 от ооо ооооооо о 2570 16

Н19 Q fx с В D F G 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 3380 85 3883 2439 3539 5318 5540 4586 2764 12014 5316 47 5067 2708 2539 1988 5043 1548 2828 2740 2458 5626 2158 5049 360 4474 5148 3819 5537 5259 5287 2949 3754 5349 11816 12099 0 E 14 20.19231 11 9.153846 15 16.69231 12 20.82692 9 19.78846 14 14.30769 14 18.96154 12 17.44231 12 20.63461 16 11.96154 12 20.40385 12] 21.71154 16 16.90385 12 20.13461 12 22.07692 12 20.07692 13 17.48077 10 16.23077 10 11.42308 16 15.96154 12 19.09615 12 18.76923 12 15.32692 13 17.84615 19 6.769231 10 14.01923 12 11.59615 12 7.307693 12 10.86539 13 22.90385 16 19.51923 16 14.57692 12 21.61539 13 12.78846 16.94231 18 11.48077 55.55 8.75 26.00 15.73 7.00 8.54) 56.92 26.50 8.81 31.00 18.53 25.00 44.71 7.501 15.11 21.37 8.43 7.00 7.14 41.861 10.50 31.39 5.65 9.00 8.70 14.00 18.75 6.25 8.00 9.00 15.00 9.00 14.75 6.00 8.00 11.00 гоо са о о о 0 о о о ОО 0 о о оооооооо 15

H19 @fx B B с F G 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 4226 2576 2089 4963 41 3466 3942 3708 3569 4545 3194 5585 2745 4531 2191 3152 3732 3591 1979 3570 947 1619 4532 12016 11925 1148 2688 600 2113 17 2508 2005 3381 3168 2031 5291 35.57 9.95 15.00 19.02 36.71 20.15 6.15 25.62 15.60 40.06 16.00 17.85 12.01 34.61 11.32 64.90 38.46 26.82 21.15 17.12 28.80 20.00 30.28 54.27 17.54 6.97 12.20 29.80 48.07 29.61 30.27 26.51 50.00 37.11 10.00 16.16 E 20 11.48077 12 16.76923 12 20.17308 12 22.38461 15 20.15385 16 13.30769 11 6.730769 12 22.63461 12 19.59615 12 23.19231 12] 21.76923 12 20.82692 12 23.03846 16 17.38461 12 22.63461 18 20.61539 12 18.21154 12 22.98077 14 19.57692 9 20.44231 13 22.53846 18 16.96154 16 22.19231 16 19.01923 12 20.80769 11 21.51923 14 19.26923 16 15.32692 19 13.67308 13 21.92308 14 23.21154 12.92308 12 22.09615 19 1.788462 11 16.17308 12 19.90385 1 1 1 1 1 1 1 1 1 1 1 16 1 1 1 1 1 1 1 1 1

H19 Q fx B с D F 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 4042 2335 5248 1505 5446 1802 2800 649 4293 2163 5651 4862 5354 4816 3776 5348 1890 3589 1837 2540 308 3530 2614 2728 2718 3128 2816 3263 1881 2997 2040 106 469 645 4141 3138 32.69 21.36 34.00 13.90 8.00 13.00 50.16 40.00 17.44 8.50 16.66 14.46 8.82 64.10 5.15 34.52 15.63 17.17 12.98 11.27 15.00 20.76 17.30 19.23 24.00 17.52 26.22 58.00 14.89 20.76 6.75 32.05 4.00 34.61 8.12 23.00 E 15 11.98077 13 22.07692 14 22.75 151 14.44231 9 10.96154 1217.65385 18 11.86539 17] 22.26923 18 6.25 14 20.65385 18 19.98077 13 11.13461 14 16.55769 18 13.94231 12 12.48077 16 16.63461 12 13.67308 12 23.34615 13 15.61539 12 21.61539 12 19.90385 16 18.98077 12 3.019231 10 22.98077 13 21.48077 12 21.15385 12 19.84615 16 18.34615 1220.69231 12] 23.11539 14 17.57692 16 19.11539 12 9.788462 16 18.57692 12 23.25 12 22.13461 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1

H19 B Q fx с D F F G 0 0 UA сло od OO O 0 0 0 оооо OOO 0 0 0 0 N 0 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 0 0 0 1530 4376 4538 4413 3787 3572 3996 4227 4256 2678 4953 2514 11815 1312 474 3108 591 3982 2823 4641 1953 5121 2523 854 5042 3156 855 2652 1714 347 1599 11902 97 1551 1427 11950 10.20 18.00 24.03 15.73 6.28 20.83 7.50 22.52 9.50 7.06 8.25 11.50 8.00 8.42 15.37 17.70 16.41 8.33 20.19 7.25 15.10 21.00 19.62 10.00 11.75 9.50 7.75 12.24 9.25 19.23 15.11 16.10 22.78 9.50 38.26 7.50 E 15 14.96154 14 19.90385 12 22.96154 16 13.86539 15 11.59615 10 9.25 14 10.82692 18 15.71154 13 17.55769 14 19.82692 13 13.36539 17 17.32692 13 14.38461 12 11.40385 12 17.53846 12 20.40385 14 18.25 12 15.26923 17 17.13461 12 12.48077 19 9.557693 12 21.84615 14 15.46154 12 12 13 22.75 19 10.73077 12 23.25 12 12.55769 14 17.55769 17 10 12 21.17308 18 4.923077 14 13.78846 12] 21.88461 14 14.92308 12 7.346154 NN оос ооо --- CON 0 0 0 O O 0 0 0 0 0 OOO Oo 0 0 ann

H19 D D F G NN O O O O O 0 0 0 0 0 OO 0 0 NO 0 0 0 0 0 OC B 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 1240 3350 2501 1221 368 1893 1666 2959 4423 4557 2542 1018 12120 8 1769 11850 1905 3418 3341 2585 4060 4037 5199 11777 1609 3783 5225 558 2452 11905 2126 254 12083 979 4153 4190 Q fx С 21.15 2.65 10.98 11.53 14.93 24.47 19.50 80.12 33.17 9.75 9.30 9.88 7.50 15.14 9.00 9.70 29.00 48.00 14.54 14.00 7.00 11.83 10.00 32.05 6.00 26.35 18.00 12.30 12.00 16.02 16.66 13.02 12.50 9.68 21.63 24.12 E 18/ 9.884615 14 13.59615 12 15.23077 12 22.73077 17 14.34615 16 19.55769 15 12.07692 20 13 18 12.25 12 1.769231 13 14.42308 16 15.69231 12 18.40385 14 15.32692 12 15.21154 8 18.34615 12 16.44231 121 20.23077 1815.57692 13 19.73077 14 19.09615 15 13.51923 15 15.13461 14 20.78846 121 8.980769 16 16.59615 12 22.40385 17 14.80769 12 23.55769 15 16.71154 17 16.11539 12 19.288461 12] 13.73077 12 12.98077 15 8.576923 201 9.807693 0 0 0 0 od Ooo 0 0 0 0 0 O o 0 0 O O 0 0 0 0 O O O

H19 Q fx с D E F 499 O OC 0 0 0 0 0 0 0 0 0 0 0 0 0 15 0 0 1 13 0 3 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 200 4919 5282 4934 3812 704 399 615 3234 12130 3546 2070 2133 5038 1411 460 5052 2889 1251 2806 5438 4822 3367 1656 3406 4778 3049 4589 3273 1410 5536 5107 3802 5188 5674 N 14.98 3.30 5.28 13.79 6.75 17.14 23.00 21.82 8.70 14.42 10.00 20.88 23.15 16.00 14.65 8.50 11.53 21.36 36.32 11.96 13.22 30.28 11.57 17.30 15.00 11.87 10.50 5.00 13.66 8.00 22.11 53.06 62.50 10.50 17.18 18.04 E 12 18.65385 12 16.67308 16 20.65385 13 18.40385 12 19.76923 16 16.23077 13 22.13461 18 20.40385 11 9.788462 15 18.25 12 17.44231 15 15.61539 12 17.5 14 19.25 13.23077 14 11.76923 19.71154 17 15.88461 16.84615 12 18.69231 17 13.26923 16 18.25 12 22.09615 20 13.59615 12 17.88461 17 16.09615 12 20.26923 12 12.55769 15.23077 12 9.980769 12 21.76923 12 8.730769 19 13.25 13 20.42308 16 16.82692 13 2.173077 0 0 16 0 0 0 0 0 0 0 0 0 ט ט 12 NN 0 0 0 0 0 CON O o OOO 0

H19 Q fx с B D F G O O AN OOO 0 0 0 0 0 0 No 0 0 0 NOO 0 0 0 0 N N N 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 0 0 1745 2748 1878 2437 3545 5351 2130 11839 282 2046 3074 3613 2840 3023 1980 1888 11752 3197 4802 942 1308 2012 3611 249 2645 5077 186 385 4922 5445 2094 2739 2284 3896 1179 1392 E 17 11.71154 12 22.71154 12 3.326923 14 22.34615 14 13.19231 18 13.19231 12 16.86539 12 13.51923 16 10.90385 12 11.69231 12 6.096154 12 20.98077 18 11.71154 12 21.48077 12 9.884615 12 19.94231 12 18.28846 12 16.13461 13 16.88461 12 23.03846 12 5.903846 12 8.46154 12 20.98077 17 12.76923 13 17.21154 10 19.846151 18 17.82692 12 21.92308 13 15.63461 14 14.03846 10 17.88461 16 17.90385 13 20.78846 16 20.32692 12 21.48077 7 16.75 31.25 17.78 6.25 72.11 16.34 18.02 13.25 16.25 7.15 11.22 7.00 12.96 41.82 18.00 3.33 10.80 9.46 12.00 20.00 15.11 6.00 11.66 12.35 6.50 10.50 6.97 35.00 19.23 8.05 3.00 11.00 20.56 11.68 36.05 13.86 7.25 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0

H19 D F G оооо UN 0 0 O O 0 0 0 0 Oo O 0 0 0 O o 0 B 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 Q fx с 4.75 18.42 2.35 13.50 6.00 39.24 16.00 22.00 23.50 55.28 16.61 23.45 12.35 36.32 8.50 13.00 9.38 7.58 18.00 12.00 10.89 15.93 16.54 10.79 23.07 12.00 23.25 16.82 14.50 8.53 7.40 31.25 6.15 20.19 9.00 14.00 5555 1279 5544 3413 3522 2004 12005 3287 3481 2061 1093 3609 3321 4927 11953 256 11764 5273 1334 3162 3475 971 3605 2211 4662 3035 4465 875 2394 11933 2134 359 5066 3299 5578 950 E 12 22.80769 15 21.23077 12 16.36539 12 15.32692 12 10.90385 16 19.96154 15 16.63461 13 14.94231 14 20 16 11.36539 16 18.80769 14 16.25 10 15.53846 16 16.15385 12 23.07692 13 17.59615 125.096154 13 10.34615 12 20.17308 16 9.288462 12 17.51923 12 21.78846 12] 23.23077 12] 22.98077 16 17.26923 12 15.78846 14 17.90385 12 23.19231 12 4.442307 12 12.92308 9 10.42308 16 15.73077 18 15.01923 15 4.596154 12 16.92308 12 20.23077 0 0 0 0 0 0 0 0 0 0 O O 0 Od 0 0 оо 1 оооо

Н19 Q fx с D F G UN о 0 0 0 4220 3738 2622 608 1071 1116 4632 4292 3744 2016 756 5387 3741 5404 4149 4878 804 952 4711 611 3964 1598 810 2408 3096 5085 3771 3900 4954 4844 244 2405 11929 3912 ооооооооо оо ооо оооо 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593 594 595 596 597 598 599 600 601 602 603 604 605 606 607 608 2.28 6.75 14.17 17.52 6.75 25.00 27.50 17.57 21.10 20.63 11.28 30.00 10.25 16.82 20.01 33.65 9.82 23.00 17.50 21.50 13.00 13.00 36.24 16.53 10.00 5,44 13.42 13.62 22.02 12.50 7.00 16.95 28.04 23.5 2.28 E 12 15.03846 12] 15.01923 19 10.59615 16 13.90385 12 8.865385 14 14.96154 16 15.23077 14 17.03846 13 21.17308 17 10.30769 12 13.76923 16 12.71154 12 20.90385 13 18.46154 12] 22.96154 18 10.11539 13 13.53846 12 18.44231 12 16.15385 16 19.32692 16 16.17308 14 12.05769 16 19.51923 12 17.40385 13 6.403846 12 18.92308 16 14.11539 12 18.46154 18 12.63461 14 13.13461 12 18.05769 16 7.134615 2017.019231 15 20.21154 0.00 1.77 20 23.55769 о о о о 0 оо оо о о 0 о оооооооо 0.00