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Dados 11a Monitoria
Esta é uma pré-visualização de arquivo. Entre para ver o arquivo original
Dados gerados Gerando os dados artificiais (1000 observações) formula para gerar o x e os 4 disturbios: INV.NORM(ALEATORIO();MEDIA;DESVIO-PADRAO) Eles têm heteroscedaticidade entre grupos (G=4) Média 20 0 0 0 0 beta1 = 10 Variância 25 300 100 4900 225 beta2 = 14 y = 10 + 14 x + u obs x u_g1 u_g2 u_g3 u_g4 y 1 23.7887812695 2.8082278257 345.8511655982 2 17.2780088827 2.6470957362 254.5392200944 3 26.9519759424 11.1763936813 398.5040568744 4 22.1306884255 -3.5675653571 316.2620725992 5 12.7035403169 13.563609742 201.4131741787 6 16.5566994808 20.1195844712 261.9133772023 7 22.1709930812 -42.3087871044 278.0851160326 8 21.2281593482 -3.4115867048 303.7826441702 9 21.1008551325 -11.9678045935 293.4441672612 10 19.9413689988 7.9134022531 297.0925682362 11 16.9151880082 18.9096671858 265.7222993001 12 17.1361527823 -10.5894269037 239.3167120488 13 21.6378570486 17.7859553361 330.7159540161 14 16.3788115335 -2.6458344201 236.6575270489 15 23.9511598924 -26.4283598371 318.8878786563 16 27.1858094297 -4.3243251016 386.2770069136 17 30.6114553492 -5.174602948 433.3857719406 18 18.1892117022 -21.3269930326 243.3219707989 19 13.1053994383 20.1661886502 213.641780787 20 15.5134967601 9.226422064 236.4153767057 21 27.5460232879 21.4001610564 417.0444870863 22 20.4262591648 -5.4807090311 290.4869192763 23 22.4593185309 -12.8804537288 311.5500057045 24 21.8529139452 0.5527872647 316.4935824982 25 16.5442494641 3.0265116392 244.6460041371 26 27.7150731776 -28.9242330691 369.0867914172 27 19.7865779893 -0.1435084447 286.8685834051 28 22.1392023877 -7.3664528651 312.5823805625 29 16.3654565283 -1.8177170281 237.298674368 30 11.726954391 -26.8665840475 147.3107774269 31 14.77288667 -1.2637467879 215.5566665915 32 29.4922025566 -16.6456874618 406.2451483302 33 19.1730245294 -0.5957685906 277.8265748214 34 21.5045889147 -1.5248023796 309.5394424268 35 30.7293072883 21.1815472283 461.3918492645 36 23.7243341837 -2.7296269354 339.4110516361 37 16.3621734061 19.9508094296 259.021237115 38 20.9545278672 -12.8387665443 290.5246235968 39 12.9074227111 19.1058403772 209.8097583326 40 22.2732101703 -6.728483047 315.0964593368 41 21.3575805655 7.0262587792 316.0323866964 42 30.0989270797 17.6190591909 449.0040383072 43 18.5694544314 7.9851314809 277.9574935199 44 21.4183870349 15.5968185051 325.4542369938 45 22.0119379144 17.7427435453 335.9098743471 46 7.749488442 19.1626645479 137.6555027362 47 30.6010108466 2.6989091761 441.1130610283 48 22.7691277346 19.6907252736 348.4585135581 49 31.969946939 12.6991146517 470.2783717983 50 27.5173266191 -26.7331825933 368.5093900746 51 30.7557972074 17.1204887271 457.7016496309 52 19.8576547064 -14.5329306588 273.4742352308 53 15.464396836 -11.5636153646 214.9379403393 54 19.467058428 15.4788200572 298.0176380486 55 15.3742661284 26.9811420603 252.2208678573 56 20.1219516414 6.2396613034 297.9469842829 57 17.7539232731 3.4361767878 261.9911026112 58 15.7040897892 -7.0274257324 222.8298313167 59 19.5238546381 5.0377280118 288.3716929447 60 20.8930630312 -43.4736083643 259.029274073 61 26.6057440666 -14.544823241 367.9355936918 62 18.9740257241 -16.0706451772 259.5657149595 63 23.9438697982 -8.890913663 336.3232635121 64 24.345768749 2.2985400913 353.1393025779 65 22.000330235 -21.659037712 296.3455855776 66 20.5981515079 -1.4463175814 296.9278035296 67 23.5760383544 -1.972637087 338.0918998752 68 20.051766112 -5.9754249724 284.7493005957 69 19.8535223298 -37.9316417682 250.0176708492 70 20.0375885734 7.7705128162 298.2967528434 71 22.4806481113 -12.8335942032 311.8954793548 72 20.7643535487 3.6077815345 304.3087312163 73 19.508419544 1.5495301743 284.6674037905 74 21.2791574578 46.708925839 354.6171302479 75 20.256448403 32.3016712089 325.8919488505 76 15.8073791127 2.422549025 233.7258566027 77 16.6352882346 -7.8072039231 235.0868313617 78 24.9395463333 31.9521096354 391.1057583017 79 14.369925382 16.4950752826 227.6740306313 80 16.7829587705 -19.3815863617 225.5798364258 81 4.7639458377 -12.087265695 64.607976033 82 16.3133288323 -13.4974634988 224.8891401534 83 21.0913003703 38.1762290848 343.4544342693 84 15.9937768062 6.0902505564 240.0031258427 85 17.9007158753 -31.6253162931 228.9847059616 86 22.0847485963 -14.7120221441 304.4744582048 87 16.7049316809 7.0677505376 250.9367940706 88 23.314693877 0.1765872344 336.5823015122 89 20.9136584812 -20.9277950665 281.8634236698 90 19.869540715 -28.5599151689 259.6136548405 91 20.0262928199 -0.4290800334 289.9390194449 92 18.2123433872 0.1063064378 265.0791138591 93 11.6686463079 0.5553198707 173.9163681808 94 29.7609533623 1.0310822187 427.6844292911 95 30.7626164844 5.1317888197 445.8084196008 96 20.0427741768 10.7329208897 301.3317593649 97 22.9103425259 11.8378643139 342.5826596766 98 22.1844776516 12.1897238941 332.7724110164 99 14.8333030803 -12.3376974335 205.3285456908 100 30.2967625487 -9.7455222856 424.4091533958 101 21.2771370319 7.5943566943 315.474275141 102 21.4264065822 3.0568431431 313.0265352937 103 11.3312394688 -5.1517223306 163.4856302325 104 27.7153452043 24.7486454672 422.7634783272 105 31.7687697842 -12.0293545493 442.7334224301 106 17.0804688397 31.6035267053 280.7300904606 107 33.065531671 -18.6154180116 454.3020253829 108 21.7361744838 -25.9969089926 288.3095337809 109 22.7503376955 -15.7297053973 312.7750223402 110 18.4810516383 -0.5071643286 268.2275586071 111 21.2255596305 2.6214278364 309.7792626636 112 17.5352098476 -24.0255979471 231.467339919 113 17.4254805515 2.9738989208 256.9306266415 114 23.9993655346 -7.6533350381 338.337782446 115 18.7468219417 14.9776943486 287.4332015321 116 28.27992369 14.6844866583 420.6034183188 117 26.0525814046 -3.0290348141 371.7071048503 118 22.1290153441 10.9894824019 330.7956972197 119 24.8288637692 12.2025131748 369.806605944 120 32.8620339743 -8.90248239 461.16599325 121 22.6433487433 -28.3297321935 298.6771502131 122 20.4450085661 -4.4335823492 291.7965375758 123 12.3316128665 23.1869455794 205.8295257109 124 23.6894413123 11.9621606478 353.6143390196 125 25.5505444364 -2.0136108067 365.6940113024 126 9.4785772248 5.2044972918 147.9045784393 127 14.3555287163 -7.0647301782 203.9126718504 128 17.4873811496 2.3519014053 257.1752374994 129 1.7102467041 -12.6708387051 21.2726151528 130 18.4819866636 -21.2144818615 247.5333314296 131 16.2614896058 2.661153473 240.3220079548 132 19.5334868765 14.0080315858 297.4768478572 133 24.8431065034 -18.6740077228 339.1294833242 134 15.7304509718 -6.9865419255 223.2397716798 135 13.1471287463 -8.9331905893 185.1266118587 136 27.6765493718 -7.9350040543 389.5366871507 137 22.9069293186 -3.349560487 327.347449974 138 15.6604424249 -0.3952333307 228.8509606175 139 25.5746888558 -17.6994316488 350.3462123319 140 33.1544639603 -5.1247195683 469.0377758758 141 15.1491090609 1.2707903242 223.3583171761 142 21.8197446735 9.8996071362 325.3760325648 143 16.1824824306 13.1210885735 249.6758426021 144 15.7546856213 10.4324942433 240.9980929418 145 18.3239792637 -4.7888247611 261.7468849311 146 24.2545140875 25.1793419231 374.7425391484 147 15.3372161287 11.8486346394 236.5696604407 148 14.3065964779 27.4151839396 237.70753463 149 25.467275936 34.6149690294 401.1568321339 150 16.3757709779 -11.1366265544 228.1241671365 151 21.4502384623 -22.3588573355 287.9444811363 152 17.6418767772 -27.9730165696 229.0132583117 153 21.7442608044 -55.1394793414 259.2801719198 154 22.4503093369 -9.4617792994 314.842551417 155 19.7087763865 -12.925102914 272.9977664973 156 23.8862782893 -4.8744952828 339.5334007675 157 10.0808576577 14.5896431659 165.7216503737 158 17.0331126703 3.6937907224 252.157368106 159 24.7184791518 -21.2194027385 334.8393053862 160 18.2932367192 11.3769881683 277.4823022369 161 22.9162352716 -6.3578990821 324.4693947198 162 20.5504797282 -2.2245407357 295.4821754594 163 16.2614053863 -0.4831576947 237.1765177132 164 18.7013374865 6.8537199512 278.6724447615 165 20.6441242669 -11.1183485408 287.8993911964 166 18.2777498226 -13.5531290478 252.3353684688 167 23.5664052839 6.5770473015 346.5067212756 168 18.6084851554 -4.2190281217 266.2997640533 169 19.0427381217 -15.3434235011 261.2549102021 170 19.4756116118 -11.2629687971 271.3955937685 171 24.1818863908 15.3749784047 363.9213878758 172 23.837992463 -6.4507022392 337.2811922426 173 23.7717449759 7.4626133425 350.2670430054 174 29.530050736 -22.5545361225 400.8661741816 175 13.5440971321 -4.6923837844 194.9249760651 176 21.102243657 -4.0914202843 301.3399909137 177 16.9952506976 9.1888308585 257.1223406248 178 27.0269461651 -9.928651435 378.4485948766 179 5.9087959334 -4.9309677408 87.7921753266 180 16.8666269619 -32.5766909758 213.5560864914 181 23.1592453587 28.4035212563 362.6329562782 182 20.9605738479 -9.0890019032 294.3590319668 183 22.4337718121 11.8433768177 335.9161821865 184 29.0214290541 6.3369561158 422.6369628734 185 16.8933360346 20.1138960477 266.6206005321 186 26.2491809635 1.5794780407 379.0680115291 187 10.0939515134 15.7703861818 167.0857073699 188 19.6976865324 8.2643177295 294.0319291824 189 16.8804034936 12.0041868942 258.3298358043 190 25.9092703055 18.0033134268 390.7330977035 191 17.8938316265 39.7319373893 300.2455801608 192 24.1582179321 11.3301898512 359.5452409004 193 15.9521880638 -31.3472009277 201.9834319648 194 29.3615507568 -37.7699594257 383.2917511695 195 20.327524767 19.5232698522 314.1086165907 196 19.041929855 -5.9582523465 270.6287656238 197 25.6896467179 5.6446156577 375.2996697078 198 15.902717243 -14.7611411197 217.8769002827 199 14.5437344766 9.1296092931 222.7418919662 200 20.1874908538 -7.9935366615 284.6313352915 201 15.5729882539 8.153882629 236.1757181829 202 28.431206202 16.1630420984 424.199928926 203 13.2453822217 -11.8472429041 183.5881081999 204 21.6870443275 39.7089505177 353.3275711026 205 19.6547310257 -9.3493018698 275.8169324906 206 25.4822924504 8.9360156028 375.688109909 207 20.7655782903 -7.7242727859 292.9938232785 208 20.4567610903 -15.1413176724 281.2533375921 209 22.7743135574 20.1848992803 349.0252890842 210 23.7921258015 20.5362852647 363.6260464857 211 22.2099027967 -6.0289613087 314.9096778445 212 19.4585467805 -1.881329784 280.5383251437 213 23.3626995298 -2.3004271469 334.7773662707 214 22.9841842111 3.5482554164 335.3268343722 215 22.6632938238 -18.0552949125 309.2308186209 216 16.9870916932 29.3218842143 277.1411679191 217 20.7662961562 11.4582058258 312.1863520128 218 18.796265506 2.2255092335 275.373226317 219 15.5475225118 7.8158929434 235.4812081082 220 22.9348366067 -15.5996994074 315.4880130864 221 28.4136771415 -19.0146511667 388.7768288138 222 10.1650359159 -18.9619477047 133.3485551173 223 19.1389388474 17.171725053 295.1168689167 224 22.2654316646 5.5337164482 327.249759752 225 26.4250227789 19.1637920763 399.1141109813 226 17.2680121033 4.4913056951 256.2434751416 227 17.6662682282 0.6942227456 258.0219779402 228 17.6094991256 3.865841131 260.3988288895 229 20.0775929475 12.8909178434 303.9772191081 230 21.1550305651 15.9210455378 322.0914734489 231 20.3806018479 -40.4963508155 254.8320750546 232 11.9035259844 -0.7910710871 175.8582926942 233 10.1854550903 -11.9295092047 140.6668620595 234 22.1440312795 -0.6603252993 319.3561126141 235 23.0168757286 -14.1714622809 318.0647979195 236 24.4641608989 -6.5125909442 345.9856616404 237 21.4298923655 -33.0619670178 276.9565260986 238 18.8731138647 -12.7726201426 261.4509739638 239 23.1675686289 -9.5852406824 324.7607201224 240 17.7266312363 22.0619856737 280.2348229817 241 22.0580832103 14.693053114 333.5062180579 242 16.6784477115 -26.0430072814 217.4552606802 243 21.4537978063 -4.4147821035 305.9383871842 244 28.8098969612 -35.2287076177 378.1098498384 245 20.8071016175 11.058172528 312.3575951726 246 21.1509001125 -3.5704189085 302.5421826664 247 19.0831565428 -10.2883439243 266.8758476747 248 18.9526040654 8.456043314 283.792500229 249 26.0551170465 9.2252787024 383.9969173541 250 12.6661548453 -4.5176942523 182.8084735817 251 21.989561755 -5.4953198795 312.3585446904 252 16.7264997483 -8.7593060225 235.411690453 253 29.458361972 0.7568399968 423.1739076046 254 17.77081332 1.1872458756 259.9786323549 255 26.5801696186 9.2995682413 391.4219429016 256 22.3061552804 13.8698270764 336.1560010013 257 22.1752678837 7.5563935651 328.0101439371 258 19.7008570144 5.9394714085 291.7514696095 259 12.3972097013 -12.9994972508 170.5614385677 260 19.2960109661 16.4184176629 296.5625711887 261 13.3600856679 13.2328381159 210.2740374658 262 24.737332366 -9.8163628979 346.5062902267 263 16.0662871476 9.0265003898 243.9545204561 264 11.334712249 0.0176455329 168.7036170191 265 8.6004686861 -6.9556067099 123.4509548955 266 22.4398520376 11.8929415656 336.0508700918 267 18.6531451804 8.9478228881 280.0918554134 268 17.7592203099 -16.1053840555 242.5237002832 269 19.1377047538 -2.6300523312 275.2978142223 270 15.2047203041 11.7640292059 234.6301134635 271 29.7503711197 -5.1691261407 421.3360695353 272 28.2551856164 -19.2329320673 386.3396665622 273 25.5468529833 -3.8499931394 363.8059486272 274 21.4855991066 -21.1104239328 289.6879635598 275 20.775949965 -19.7485341851 281.1147653254 276 20.7462355886 15.0380971703 315.4853954103 277 17.7488676952 -1.0236344886 257.4605132445 278 18.1617046289 -9.506959744 254.7569050607 279 23.8928323631 3.4379372128 347.9375902965 280 14.2420969843 -4.0098279687 205.3795298116 281 24.0114403598 -0.3688224734 345.7913425644 282 17.51194497 13.184069168 268.3512987481 283 26.232843182 0.4551227984 377.7149273465 284 17.4120985675 -14.6648763097 239.1045036349 285 21.2313328779 -4.7456482069 302.4930120838 286 25.9859519604 -3.1844373479 370.6188900973 287 24.7008779185 8.6087983996 364.4210892587 288 17.5858886213 2.7052867277 258.9077274264 289 21.8857358946 6.961887948 323.3621904722 290 12.9608417012 -4.0197665578 187.4320172584 291 19.5860185189 -5.8481195251 278.3561397393 292 17.6192935327 -11.5993720182 245.0707374399 293 17.8072521875 10.4280651803 269.729595805 294 22.8614848291 -17.8537100599 312.2070775477 295 20.0874864469 10.0915567315 301.3163669884 296 29.9262755194 -8.2552735634 420.7125837079 297 22.6937878651 12.0284044535 339.7414345654 298 9.0776004224 12.9832868964 150.0696928099 299 13.6821253678 14.6192771935 216.1690323427 300 21.9457884259 -4.6809659715 312.5600719906 301 14.5293509086 4.1809116192 217.5918243394 302 21.2653655455 -17.1010297609 290.6140878766 303 18.5519264179 -8.4803085845 261.2466612654 304 16.7328352618 -16.1350816375 228.1246120275 305 15.2395323597 -8.367308927 214.9861441088 306 15.9302633512 -8.3041693621 224.7195175552 307 24.8081163823 1.0265223571 358.3401517086 308 18.4637449578 11.4866945747 279.9791239839 309 12.3819942715 14.6856093137 198.0335291147 310 17.4743530447 1.2097103483 255.8506529743 311 24.5025894175 -2.2961124221 350.7401394223 312 18.1646762524 4.8977275265 269.2031950597 313 16.9551494949 -1.078417448 246.2936754806 314 20.485094534 -11.6712082213 285.1201152549 315 19.9026147651 23.9611614386 312.5977681507 316 11.9597687593 -5.5688140814 171.8679485491 317 26.762281964 -3.3660653614 381.3058821341 318 17.45336709 6.2142144148 260.5613536749 319 5.0322346117 -3.9509435004 76.5003410641 320 11.655181708 -2.3670025827 170.8055413288 321 25.7207786122 -20.4712508829 349.6196496884 322 15.9112906769 7.3259840184 240.0840534943 323 19.766908855 -5.5700787062 281.1666452642 324 19.1606592687 3.0828601512 281.3320899124 325 9.5204723355 3.1080850001 146.394697697 326 30.1700915869 -9.6671182645 422.7141639526 327 16.7860646276 20.1051582198 265.1100630062 328 18.9762338172 1.1158760688 276.7831495096 329 27.2325708026 -9.4220107117 381.8339805244 330 22.5682306847 11.3085097537 337.26373934 331 22.162300679 -2.4997801871 317.7724293193 332 19.7866909153 4.1301049339 291.1437777477 333 8.4584747295 12.123623073 140.5422692859 334 12.3335396547 11.6528245375 194.3223797039 335 24.8020230381 22.9456081204 380.173930654 336 14.9640776425 -10.9030025259 208.594084469 337 14.2661099436 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25.7952769324 -43.7179233257 327.415953728 975 14.4870570203 -11.550439025 201.2683592589 976 17.721423663 12.1487964695 270.2487277519 977 21.9173416439 -5.266643977 311.5761390381 978 22.9822429158 7.4888913128 339.2402921341 979 18.4161570151 -29.0144789785 238.8117192333 980 17.5144662497 9.3596069217 264.5621344181 981 13.9797347923 -9.4421024504 196.2741846421 982 29.2562236065 24.6406503533 444.2277808441 983 19.5324898606 -19.2479045231 264.2069535249 984 18.5815132233 25.7710822562 295.9122673831 985 21.0682471052 -4.8302095579 300.1252499146 986 25.1139294952 -39.2732926057 322.3217203266 987 8.9837783042 -24.0179608577 111.7549354012 988 19.951023461 -8.3622764914 280.9520519623 989 25.2928385835 8.2136027989 372.3133429685 990 14.4088850147 0.6751007868 212.3994909928 991 29.9150745228 -6.4457954614 422.3652478581 992 23.9762439085 23.8344737344 369.5018884531 993 14.4448384654 -5.5607624462 206.6669760688 994 21.2560350299 7.0875288517 314.6720192705 995 23.7823686671 -11.5489301863 331.4042311532 996 18.1977185215 -1.5045041351 263.2635551655 997 14.7601411172 23.3969556649 240.0389313058 998 23.5261319201 14.4545876964 353.8204345777 999 23.6798415454 6.2019443881 347.7197260231 1000 24.507801835 16.512825312 369.6220510018 Dados utilizados no EViews obs x x_barra (desvio_x)^2 u_g1 u_g2 u_g3 u_g4 y 1 25.0770737852 20.1105470629 24.6663876834 -5.352267064 355.7267659288 2 31.8878563178 20.1105470629 138.7050132849 -19.2774213461 437.1525671026 3 23.6802602626 20.1105470629 12.7428523283 Soma (desvios_x)^2 24698.8586543218 13.4897811051 355.0134247817 4 22.8567095344 20.1105470629 7.5414083197 -0.0954322062 329.8985012748 5 19.3874178484 20.1105470629 0.5229158608 9.8287803162 291.252630194 6 16.2726941527 20.1105470629 14.7291149605 -13.8918874117 223.9258307257 7 22.3991008817 20.1105470629 5.2374785814 1.7717402388 325.3591525821 8 21.3812448774 20.1105470629 1.6146729359 -29.9349890346 279.4024392497 9 24.1742698321 20.1105470629 16.5138427448 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