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Del archivo proporcionado por el curso responda los siquiente: Las variables son Vc: costo variable Y: producto K: stock de capital Pl: precio de la

Del archivo proporcionado por el curso responda los siquiente:

Las variables son

Vc: costo variable

Y: producto

K: stock de capital

Pl: precio de la mano de obra

PF: precio del combustible

PM: precio de los materiales

STAGE: duracion promedio de los vuelos

Estimar una funcion de costo para las aerolneas.

De la siguiente manera:

Ln(VC) = b1 + b2ln(Y) + b3ln(k) + b4Ln(PL) + b5Ln(PF) + b6Ln (PM) + b7Ln(STAGE)

  1. Interprete los coeficientes de LY, LK, y LPF
  2. Los coeficientes tienen el signo anticipado
  3. Cuales coeficientes no son significativamente diferentes de cero?
  4. Realice la prueba de "RESET" y comente si el modelo esta mal especificado.
  5. Haga la prueba de hiptesis si la suma de los coeficientes b2+b3=1, de cumplirse tendriamos redimientos constantes a escala.
  6. Haga la prueba de hipotesis de que la suma de b4+b5+b6=1, de cumplirse entonces el costo variable crecera en la misma proporcion al crecer los precios de los insumos en esta misma proporcion.

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Y VC STAGE RS PM PK PL PF MS LS K l_Y l_VC l_STAGE l_PM l_PK l_PL l_PF l_K lvcpronostico
0.70166939 136.561515 199.285714 1.0993362 111 22.4764979 0.58122816 0.13030728 0.29246501 0.59016627 0.60354164 -0.35429294 4.91677517 5.29473955 4.7095302 3.11247023 -0.5426119 -2.0378599 -0.50494024 4.94687978
1.09369019 202.133867 204.009793 1.12778379 115.6 33.6755629 0.62957786 0.13027952 0.30070792 0.5688458 0.76700816 0.08955747 5.30893018 5.318168 4.75013596 3.51677244 -0.46270575 -2.038073 -0.26525784 5.3478907
1.30857596 256.585658 214.344729 1.13184149 140.6 37.9523243 0.67773697 0.13674974 0.29621681 0.57556218 0.89134555 0.26893949 5.54746256 5.3675856 4.94591898 3.63633075 -0.38899602 -1.98960273 -0.11502311 5.54648682
1.22753959 293.144762 224.525862 1.13261396 154.5 45.6581244 0.71035173 0.22098536 0.28542793 0.54459783 0.85143854 0.20501184 5.68066655 5.4139909 5.0401941 3.82118156 -0.34199504 -1.50965885 -0.16082796 5.63529777
1.18105604 311.459816 227.74665 1.13050018 168.1 50.4442424 0.84087503 0.28321044 0.25468904 0.54802254 0.80575223 0.16640899 5.74127033 5.42823383 5.12455904 3.92086862 -0.17331223 -1.26156505 -0.21597899 5.70588702
1.26913005 346.717098 233.897674 1.11874978 179 46.9090382 0.89723016 0.33343714 0.23924297 0.5449688 0.87771101 0.23833167 5.84850917 5.45488373 5.18738581 3.84821037 -0.10844286 -1.09830091 -0.13043789 5.8457487
1.27572999 390.153335 236.3134 1.10680879 188.7 46.380359 0.99761792 0.38036555 0.22696736 0.55216239 0.89847954 0.24351856 5.96653983 5.46515889 5.24015845 3.83687607 -0.00238492 -0.96662251 -0.10705134 5.92292506
1.33825466 435.570049 245.486309 1.10527545 198.5 51.1203109 1.05582827 0.40582831 0.22221909 0.5572835 0.89699828 0.29136627 6.07665563 5.50324118 5.2907891 3.93418189 0.05432555 -0.9018251 -0.10870134 5.98169746
1.52057947 556.749706 291.404949 1.10612539 218.2 62.5927137 1.16580029 0.56812963 0.21242513 0.52358537 0.9439642 0.41909149 6.32211578 5.67471388 5.38541207 4.13664888 0.15340779 -0.56540567 -0.05766704 6.18032203
1.71829342 727.121355 314.200431 1.1504192 244.5 101.990524 1.28925317 0.90375849 0.19696296 0.4735867 1.07238407 0.5413316 6.58909339 5.7500311 5.49921531 4.6248799 0.25406311 -0.10119311 0.06988427 6.45982166
1.80429793 869.680821 331.456212 1.22031636 263.8 165.715567 1.46214474 1.04400373 0.19640541 0.47455111 1.15622758 0.59017156 6.76812627 5.80349571 5.57519124 5.11027287 0.37990435 0.04306306 0.14516262 6.58541079
2.04413816 962.989816 344.725314 1.20525005 272.1 147.569323 1.68323997 0.98237108 0.1962767 0.49899697 1.33939563 0.71497627 6.87004284 5.84274791 5.60616965 4.99429805 0.52072049 -0.01778616 0.29221849 6.73240761
2.36894814 1049.25497 373.483489 1.22113313 277.1 159.155062 1.75529416 0.90567634 0.19996134 0.51876333 1.45785519 0.86244603 6.95583564 5.9228738 5.62437845 5.06987896 0.56263645 -0.09907328 0.37696631 6.83291392
2.80672573 1144.28419 398.702362 1.28931763 283.4 206.347195 1.87097307 0.86464748 0.18867937 0.53568686 1.60439104 1.03201858 7.04253456 5.98821518 5.64685933 5.32956016 0.62645865 -0.14543339 0.47274427 6.97138481
3.24388314 1234.18464 419.210294 1.3369836 284.2 234.458624 1.85246229 0.81629482 0.19830907 0.53559976 1.77387367 1.17677111 7.11816582 6.03837269 5.64967822 5.45727913 0.61651572 -0.2029797 0.57316567 7.07502866
3.51091967 1230.12772 415.16221 1.34314156 287.3 219.224634 1.83990013 0.55383493 0.22633182 0.57875454 1.92545857 1.25587802 7.11487328 6.02866931 5.66052697 5.39009693 0.60971129 -0.59088861 0.65516416 7.04040671
6.52722809 912.13859 764.338661 1.82024799 111 242.846613 0.55089626 0.11587402 0.2843727 0.57446442 3.08087411 1.87598237 6.81579194 6.63901096 4.7095302 5.49243002 -0.59620876 -2.15525171 1.12521336 6.7205816
6.96769687 978.351058 787.534339 1.89779608 115.6 270.713515 0.60811494 0.1164712 0.29033449 0.57657729 3.24460989 1.94128474 6.88586856 6.66890698 4.75013596 5.60106112 -0.49739137 -2.15011128 1.17699512 6.80453817
7.49399958 1116.81078 753.897789 1.86237241 140.6 271.865852 0.64300673 0.12831311 0.29905851 0.56472145 3.54258098 2.01410264 7.01823238 6.6252568 4.94591898 5.60530875 -0.44160008 -2.05328186 1.26485555 6.93700872
6.86846941 1199.61836 812.898237 1.920491 154.5 324.66693 0.6970594 0.20784231 0.27287885 0.54793843 3.40114069 1.92694129 7.08975876 6.70060593 5.0401941 5.78279983 -0.36088465 -1.57097562 1.22411087 7.01577895
7.05945658 1315.93092 799.70992 1.81253877 168.1 311.767024 0.76666369 0.26274233 0.2630144 0.53124369 3.4296279 1.95436808 7.18229962 6.68424906 5.12455904 5.74225619 -0.26570705 -1.33658148 1.23245177 7.13604362
7.60173506 1443.65882 805.497262 1.70100756 179 288.463205 0.83184583 0.27082499 0.25814977 0.54074065 3.50830098 2.02837652 7.27493601 6.6914598 5.18738581 5.66456754 -0.18410816 -1.30628248 1.25513187 7.22313964
8.12819558 1658.84624 821.772484 1.63685702 188.7 289.539309 0.89404074 0.3297192 0.23963038 0.53980229 3.64871998 2.09533895 7.4138776 6.71146357 5.24015845 5.66829107 -0.11200393 -1.1095139 1.29437642 7.35662423
8.49383341 1903.6935 837.298845 1.62995738 198.5 320.482815 0.99448352 0.40058492 0.22344662 0.5384018 3.74199709 2.13934042 7.55155122 6.73018105 5.2907891 5.76982866 -0.00553175 -0.91482951 1.31961945 7.47821882
9.19449114 2337.44206 919.276871 1.63340824 218.2 399.046705 1.10403398 0.59836462 0.20260239 0.49551517 3.71023003 2.21860452 7.75681247 6.82358735 5.38541207 5.98907847 0.09897073 -0.51355497 1.31109388 7.65918554
8.61970209 2772.8727 963.639375 1.68280367 244.5 498.603303 1.20534602 0.90941554 0.19029236 0.45867161 3.79726257 2.15405052 7.92763914 6.87071713 5.49921531 6.2118108 0.18676668 -0.09495315 1.33428043 7.76385183
7.85855476 3001.5082 961.905131 1.75787521 263.8 576.801322 1.45782402 1.01798342 0.19823402 0.45962826 3.94376462 2.06160272 8.00687017 6.86891583 5.57519124 6.35749788 0.37694493 0.01782363 1.37213576 7.79862389
9.57209188 3044.19743 927.277139 1.61303351 272.1 472.323897 1.62044829 0.96811392 0.20560829 0.46995507 3.95109172 2.25885177 8.02099257 6.83225248 5.60616965 6.15766497 0.48270283 -0.03240551 1.37399193 7.9522499
9.97135392 3159.75587 909.144199 1.57908083 277.1 423.38585 1.63496683 0.88217382 0.21276509 0.48804467 4.32171756 2.29971637 8.05825005 6.81250372 5.62437845 6.04828394 0.49162251 -0.12536617 1.46365291 7.98956909
11.4314635 3426.37516 890.87637 1.63972113 283.4 476.805192 1.71441318 0.8516983 0.2131615 0.49242127 4.59710722 2.43636951 8.13925818 6.79220566 5.64685933 6.167108 0.53907085 -0.16052293 1.52542724 8.10948519
12.3301581 3750.15973 863.487757 1.74828747 284.2 561.234426 1.69800032 0.80695844 0.22457427 0.49925073 5.00004525 2.51204814 8.22955371 6.76097972 5.64967822 6.33013869 0.52945127 -0.21448311 1.60944696 8.17754091
13.3864284 3673.69689 774.460298 1.71407968 287.3 466.534591 1.54730395 0.5464305 0.27249157 0.52575214 5.62297488 2.59424139 8.20895376 6.6521664 5.66052697 6.14533217 0.43651403 -0.60434815 1.72686086 8.15363469
1.3278425 181.807118 489.886555 1.15176327 111 47.3187004 0.4564973 0.11684562 0.30602903 0.53678573 0.5831023 0.28355545 5.20294633 6.19417384 4.7095302 3.85690557 -0.78417249 -2.14690171 -0.53939263 5.09622994
1.54106774 230.158987 494.558348 1.14674371 115.6 45.6449072 0.60111799 0.11271126 0.26384316 0.60124734 0.73993761 0.43247552 5.43877032 6.20366514 4.75013596 3.82089204 -0.50896405 -2.18292591 -0.30118941 5.3399582
1.71795617 234.879293 501.412389 1.18529391 140.6 55.4947205 0.52617935 0.11980904 0.29450536 0.55737074 0.78424943 0.54113531 5.45907173 6.21742889 4.94591898 4.01628789 -0.64211315 -2.12185616 -0.24302816 5.41503881
1.95520583 290.13632 496.815832 1.2393902 154.5 78.9224472 0.5992682 0.1985026 0.26366258 0.52976569 0.88005118 0.67049547 5.67035088 6.2082194 5.0401941 4.36846569 -0.51204604 -1.6169531 -0.12777521 5.73135021
2.00356973 319.525682 504.758887 1.28142592 168.1 96.282057 0.64588174 0.23365522 0.2610296 0.51362965 0.93395188 0.69493045 5.76683765 6.22408086 5.12455904 4.56728198 -0.43713886 -1.45390866 -0.06833036 5.83452475
2.1518494 380.212288 517.116942 1.23835097 179 92.2557773 0.7269606 0.31681573 0.24933554 0.48737246 0.98231212 0.76632766 5.94072975 6.24826904 5.18738581 4.52456491 -0.318883 -1.14943495 -0.01784618 6.0187185
2.42259023 442.742135 548.572626 1.23241868 188.7 95.5330307 0.79781628 0.36324017 0.23375373 0.48166864 1.07713051 0.88483731 6.09298751 6.30731968 5.24015845 4.55947206 -0.22587694 -1.01269105 0.07430057 6.1854818
2.77489657 538.958291 564.536213 1.28303642 198.5 126.81809 0.84172341 0.394395 0.23523925 0.47648028 1.2028633 1.02061347 6.28963819 6.33600453 5.2907891 4.8427537 -0.17230381 -0.93040235 0.1847048 6.34951675
3.53891038 822.969487 608.345055 1.30672043 218.2 178.287319 0.94423334 0.61123476 0.21745671 0.42726736 1.41581329 1.26381888 6.71291913 6.41074225 5.38541207 5.1833964 -0.05738196 -0.49227418 0.34770413 6.71931133
2.5922861 839.098493 596.73516 1.3423777 244.5 211.52923 1.24059675 0.89114216 0.19997157 0.4336535 1.35815087 0.95254015 6.73232809 6.3914734 5.49921531 5.35436319 0.21559251 -0.11525131 0.30612412 6.68279355
2.23679534 746.169707 623.345109 1.55903458 263.8 229.048692 1.16874019 1.02980132 0.19954914 0.40914821 1.82116152 0.80504419 6.61495306 6.43510031 5.57519124 5.43393461 0.15592641 0.02936589 0.5994745 6.70601982
1.9582687 253.915602 733.463744 1.28851436 111 87.98675 0.58179767 0.12081302 0.33400754 0.50563742 0.83260602 0.67206077 5.53700194 6.59777817 4.7095302 4.47718624 -0.54163253 -2.11351121 -0.18319471 5.47976214
2.07514153 308.720439 713.76 1.23579442 115.6 84.9753708 0.60172334 0.1227625 0.41236227 0.44958635 0.85665476 0.73002936 5.73243614 6.57054677 4.75013596 4.44236146 -0.50795751 -2.09750368 -0.15472029 5.54790693
2.3803334 300.942845 702.512635 1.31520347 140.6 102.479779 0.69060243 0.13323235 0.33446557 0.51713799 0.92562874 0.86724056 5.70692036 6.55466339 4.94591898 4.6296655 -0.37019098 -2.01566068 -0.07728205 5.73174495
2.17798685 321.33552 643.288499 1.3649048 154.5 137.752201 0.67451697 0.21576514 0.31746013 0.49087588 0.85121597 0.77840099 5.77248581 6.4665933 5.0401941 4.92545642 -0.39375845 -1.53356476 -0.1610894 5.79860627
2.48517814 388.217886 688.913043 1.35840584 168.1 145.390028 0.76593858 0.29290557 0.29233032 0.47299603 0.95700893 0.91034434 5.96156674 6.53511506 5.12455904 4.97941998 -0.26665329 -1.22790502 -0.04394255 6.0413354
2.40197197 413.197496 702.661123 1.27961966 179 127.905611 0.84795959 0.32819591 0.28677084 0.48801361 0.90330785 0.87629006 6.02392568 6.55487473 5.18738581 4.85129257 -0.1649223 -1.11414456 -0.10169186 6.05499545
2.77879458 500.13935 697.817164 1.24300991 188.7 119.519444 0.89222037 0.36675416 0.26841293 0.48948958 1.01689577 1.02201723 6.21488676 6.54795713 5.24015845 4.78347907 -0.11404212 -1.00306351 0.01675463 6.24348584
3.09547507 595.720482 716.060391 1.2216747 198.5 125.265622 0.97924531 0.40071829 0.25513236 0.50265856 1.0542091 1.12994139 6.38977157 6.57376451 5.2907891 4.83043646 -0.02097309 -0.91449662 0.05279081 6.37522196
3.08411496 738.669189 757.502431 1.18777555 218.2 131.082984 1.15865186 0.56832792 0.2351755 0.48059673 1.05813898 1.12626473 6.60485017 6.63002675 5.38541207 4.87583059 0.14725714 -0.56505671 0.05651169 6.51253684
2.64085957 820.568416 765.189358 1.22919185 244.5 170.478611 1.25779899 0.87017431 0.21796475 0.45420466 1.10317411 0.97110446 6.70999729 6.64012333 5.49921531 5.13860984 0.22936336 -0.13906173 0.09819158 6.57033262
2.40348215 852.303234 741.490566 1.30524397 263.8 228.927385 1.40534402 1.03953449 0.20215412 0.4654787 1.13643206 0.87691858 6.74794237 6.60866244 5.57519124 5.43340486 0.34028213 0.038773 0.12789358 6.6057836
3.01745953 886.809786 737.568421 1.22510639 272.1 148.721679 1.04864211 0.98336499 0.20437708 0.43001894 1.3422828 1.10441526 6.78763051 6.60335886 5.60616965 5.00207663 0.0474961 -0.01677493 0.29437175 6.72629553
2.75642498 677.025254 824.909774 1.33037788 283.4 172.084309 0.87680065 0.86825594 0.32927608 0.29015609 1.2997941 1.01393454 6.51770858 6.71527402 5.64685933 5.14798453 -0.13147562 -0.14126875 0.26220587 6.54780676
3.99010609 976.832925 838.868644 1.30019233 284.2 167.216127 1.07311697 0.80340408 0.31636794 0.32395714 1.75364518 1.38381782 6.88431563 6.73205413 5.64967822 5.11928715 0.07056747 -0.21889748 0.56169658 6.92959221
5.16810826 1133.89111 867.665551 1.26072543 287.3 130.056896 1.14019307 0.55296871 0.35585215 0.38254996 2.27311477 1.64250671 7.03341046 6.76580633 5.66052697 4.86797202 0.13119761 -0.59245386 0.82115104 7.09250827
3.69233258 501.42959 456.242792 1.55199717 111 164.861494 0.5310997 0.11619671 0.2566847 0.58932115 1.67891064 1.30625839 6.2174632 6.12302511 4.7095302 5.10510569 -0.63280552 -2.15247074 0.51814515 6.21241679
4.16887526 618.041969 456.083164 1.47340488 115.6 154.668588 0.53602917 0.11683507 0.25422672 0.60322342 1.89168394 1.42764628 6.42655637 6.12267517 4.75013596 5.04128469 -0.6235667 -2.14699203 0.63746741 6.34072696
5.21117992 808.093411 464.176981 1.55401656 140.6 189.204683 0.64821658 0.12387284 0.25960377 0.60092705 2.36620535 1.6508063 6.69467766 6.1402659 4.94591898 5.24282941 -0.43353041 -2.08849976 0.86128755 6.63439108
5.39185265 956.174384 468.349671 1.83109309 154.5 297.453002 0.69975539 0.22451077 0.24560582 0.55802231 2.67158144 1.68488905 6.86294031 6.14921518 5.0401941 5.69525624 -0.35702445 -1.49383162 0.9826706 6.89802092
5.72745897 1091.20551 470.365525 1.97143031 168.1 363.228133 0.77993355 0.29070861 0.23170054 0.53724413 2.91835906 1.74527197 6.99503834 6.15351011 5.12455904 5.8950311 -0.24854656 -1.23543385 1.07102149 7.07549302
6.22035064 1197.35855 491.916755 1.94652801 179 361.078457 0.84641108 0.31509571 0.21534524 0.54606283 3.13874557 1.82782628 7.0878732 6.19830951 5.18738581 5.88909527 -0.16675013 -1.15487885 1.14382322 7.19398009
6.54060348 1381.3017 478.869941 1.75490519 188.7 339.642 0.95089839 0.36570482 0.20977677 0.53913493 3.07014979 1.87802944 7.23078159 6.17142904 5.24015845 5.82789212 -0.05034807 -1.00592877 1.12172635 7.30069972
7.24192687 1646.94914 483.22001 1.75029273 198.5 376.829027 1.04954304 0.39261788 0.20735091 0.5428249 3.27918997 1.97988731 7.40667985 6.18047206 5.2907891 5.93179157 0.04835487 -0.93491846 1.18759643 7.43825665
7.79158663 2086.42917 500.952595 1.77308618 218.2 455.089506 1.14496052 0.56776334 0.19100879 0.50990276 3.54433476 2.05304451 7.64320935 6.21651148 5.38541207 6.12049412 0.13537016 -0.56605061 1.26535049 7.64225629
7.9808724 2553.40312 516.997012 1.9093514 244.5 643.831865 1.23970608 0.87711725 0.17134707 0.4633812 3.60643956 2.07704773 7.8451823 6.24803709 5.49921531 6.46743761 0.21487432 -0.1311146 1.28272101 7.81058849
8.50207062 2933.10921 543.461985 2.08536219 263.8 840.302052 1.39147967 1.04161056 0.16871686 0.45790965 3.78850181 2.14030974 7.9838183 6.29795976 5.57519124 6.73376141 0.33036769 0.04076813 1.33197064 7.94309642
8.63796398 3002.93749 556.383594 1.95150258 272.1 713.86512 1.53000011 0.97910058 0.17542299 0.48782834 4.00258071 2.1561669 8.00734625 6.32145797 5.60616965 6.57069404 0.4252678 -0.02112091 1.38693933 7.97469427
9.32377797 3128.36632 561.108197 1.94724406 277.1 693.661925 1.65472902 0.90377059 0.18742492 0.50899442 4.27200383 2.23256791 8.0482662 6.32991375 5.62437845 6.5419847 0.50363726 -0.10117972 1.452083 8.04396047
9.66461747 3184.76651 586.837126 1.98794254 283.4 722.873834 1.74289759 0.86570651 0.18412654 0.53142106 4.35258018 2.26847153 8.06613426 6.37474731 5.64685933 6.5832347 0.55554901 -0.14420933 1.47076881 8.06669433
10.0495375 3375.03369 605.869325 1.92604845 284.2 700.407804 1.87260851 0.8157874 0.19793344 0.54536759 4.46232136 2.30752661 8.12416058 6.40666433 5.64967822 6.55166274 0.62733238 -0.2036015 1.49566911 8.09649124
10.0878925 3153.5602 576.100502 1.83104631 287.3 565.994365 1.90174646 0.54714912 0.22249467 0.59185837 4.63035454 2.31133594 8.05628732 6.35628213 5.66052697 6.33858412 0.64277265 -0.60303389 1.53263344 8.00524994
4.50988568 683.456318 487.90552 1.586114 111 165.801924 0.49603883 0.11449915 0.26202166 0.60791125 2.41603538 1.5062718 6.52716274 6.19012178 4.7095302 5.11079385 -0.70110107 -2.16718788 0.88212792 6.4407574
4.61064627 773.049713 471.866011 1.50499824 115.6 167.500597 0.52856154 0.11659306 0.26145907 0.61777559 2.33067074 1.52836804 6.65034336 6.15669507 4.75013596 5.12098692 -0.63759603 -2.1490655 0.8461561 6.47153759
4.84387022 871.28389 490.442084 1.58749116 140.6 207.587353 0.56584881 0.127319 0.25736655 0.62069707 2.46581293 1.57771403 6.76996786 6.1953072 4.94591898 5.33555223 -0.56942836 -2.06105955 0.90252154 6.56165847
4.58395824 948.033928 485.032708 1.68084181 154.5 242.934451 0.60838069 0.21122448 0.26336721 0.57035496 2.65693538 1.52256287 6.85439029 6.18421633 5.0401941 5.49279166 -0.49695445 -1.55483383 0.97717335 6.72456404
4.99188379 1077.95639 485.773594 1.67484543 168.1 269.942374 0.67282765 0.27752798 0.25155923 0.54524197 2.69484905 1.60781335 6.9828223 6.18574266 5.12455904 5.59820851 -0.39626607 -1.28183351 0.99134219 6.89564033
4.32973793 1200.51141 491.895154 1.5903252 179 249.206488 0.71668274 0.29807758 0.25382554 0.53818397 2.84379492 1.46550702 7.09050292 6.19826559 5.18738581 5.51828182 -0.33312201 -1.21040149 1.0451394 6.85391347
5.77553688 1416.4011 496.981219 1.48475694 188.7 230.081889 0.87193046 0.3646963 0.23518431 0.54086586 2.98419954 1.75363122 7.2558745 6.20855224 5.24015845 5.43843528 -0.13704561 -1.00869032 1.09333155 7.17589447
6.23130986 1599.33634 501.992654 1.53095016 198.5 267.569582 0.96108298 0.38758011 0.2129942 0.56112275 3.17363386 1.82958656 7.37734404 6.21858549 5.2907891 5.58937965 -0.03969453 -0.94783271 1.15487726 7.29079059
6.86717095 1985.89261 522.3607 1.55135343 218.2 324.736105 1.01905679 0.56877259 0.20024763 0.51396384 3.37174921 1.92675222 7.59382377 6.25835835 5.38541207 5.78301287 0.01887749 -0.56427459 1.21543166 7.50127309
7.40573587 2489.4518 570.372289 1.67180163 244.5 467.32146 1.10204356 0.86267846 0.18896599 0.46316542 3.57873096 2.00225482 7.8198178 6.34628929 5.49921531 6.14701737 0.09716624 -0.14771324 1.27500826 7.70253282
8.55916263 2921.53426 610.368823 1.86177184 263.8 595.415509 1.23754196 1.02466443 0.18730921 0.45086687 4.22846889 2.14700236 7.97986419 6.4140634 5.57519124 6.3892595 0.21312712 0.02436518 1.44183996 7.92833058
8.20173139 2829.91013 614.441419 1.68196734 272.1 461.093037 1.29504148 0.95956281 0.20109801 0.47090082 4.185503 2.10434528 7.94800023 6.42071359 5.60616965 6.13359984 0.25854273 -0.0412775 1.43162689 7.88659691
8.53578693 2920.35199 623.321764 1.74339324 277.1 502.960521 1.5022484 0.88454971 0.19729678 0.50692485 4.31638237 2.14426755 7.97945943 6.43506286 5.62437845 6.22051168 0.40696292 -0.12267656 1.46241764 7.93579266
9.34861285 2995.74705 640.875966 1.86250371 283.4 565.316276 1.47918578 0.85235355 0.21957532 0.49109854 4.57061484 2.23522797 8.00494891 6.46283594 5.64685933 6.33738536 0.39149178 -0.15975388 1.51964773 7.99689571
10.2403288 3284.8638 631.286963 1.72711846 284.2 505.214087 1.66781182 0.79785782 0.22026873 0.51539671 4.72766927 2.32633373 8.09708047 6.44776053 5.64967822 6.22498227 0.51151248 -0.22582487 1.55343233 8.08470327
10.6530387 3115.05039 624.86955 1.65282956 287.3 419.484578 1.51382049 0.5360306 0.27540924 0.52960074 4.8478468 2.36584518 8.04400061 6.43754291 5.66052697 6.03902676 0.41463658 -0.62356403 1.57853465 7.97689046
0.45735426 81.3967216 190.647948 1.05771808 111 13.5905641 0.53439409 0.1265135 0.32692033 0.57222841 0.34568564 -0.78229699 4.399335 5.25042852 4.7095302 2.60937574 -0.62662172 -2.06740628 -1.06222547 4.43867303
0.42042754 84.983172 185.471239 1.04102251 115.6 11.0259135 0.54014428 0.12872334 0.3217718 0.5901846 0.31618448 -0.86648314 4.44245326 5.22289982 4.75013596 2.40024828 -0.61591899 -2.05008985 -1.15142945 4.36362975
0.51184466 99.8362333 197.682672 1.03937255 140.6 11.5814851 0.59162477 0.14127441 0.30754203 0.59413386 0.33940437 -0.66973409 4.60353118 5.28666308 4.94591898 2.44940771 -0.52488268 -1.95705111 -1.08056306 4.56121042
0.49160066 118.466639 200.559426 1.04954981 154.5 16.7363608 0.64355058 0.26146268 0.29540156 0.55461961 0.35073335 -0.71008855 4.77463139 5.30111059 5.0401941 2.81758365 -0.44075465 -1.34146371 -1.04772904 4.75051263
0.52179659 133.572025 208.344609 1.05524501 168.1 21.1634784 0.72645467 0.29837822 0.28434262 0.55449266 0.34867556 -0.65047744 4.89464085 5.33919348 5.12455904 3.05227698 -0.3195792 -1.2093934 -1.05361341 4.85287538
0.58467792 155.509705 213.70303 1.05615685 179 22.9140198 0.82834868 0.33882336 0.26398199 0.56085246 0.38111754 -0.53669414 5.04670814 5.36458734 5.18738581 3.13174894 -0.1883211 -1.08227637 -0.96464745 5.02890391
0.64481935 177.851074 221.095517 1.0470773 188.7 20.7052312 0.92289521 0.37974494 0.24899821 0.56315657 0.40437844 -0.43878509 5.18094654 5.39859481 5.24015845 3.03038638 -0.08023958 -0.96825547 -0.9054041 5.17205299
0.75552919 230.423394 237.505338 1.07510474 198.5 37.3710616 0.99648386 0.41545347 0.25801272 0.55491327 0.4630826 -0.28033686 5.43991846 5.4701901 5.2907891 3.62089665 -0.00352233 -0.87838465 -0.76984985 5.36030325
0.97194341 305.701314 268.893142 1.10159894 218.2 54.3625433 1.08396164 0.59696936 0.23425771 0.5236582 0.57132958 -0.0284577 5.72260853 5.59431406 5.38541207 3.99567537 0.08062252 -0.51588949 -0.55978904 5.71211904
0.88180103 332.852757 381 1.11404491 244.5 80.5841531 1.21523945 0.89652862 0.17740254 0.5388659 0.47106239 -0.12578884 5.80770022 5.94279938 5.49921531 4.38930202 0.19494113 -0.10922506 -0.75276472 5.66338692
1.02576536 420.021678 408 1.13423391 263.8 103.372141 1.37872454 1.05622829 0.18654062 0.51356635 0.54541921 0.02543903 6.04030633 6.01126717 5.57519124 4.6383355 0.32115882 0.05470434 -0.60620059 5.88650714
1.10404367 431.271422 413.960334 1.15328934 272.1 109.956103 1.49797701 1.0099858 0.19872425 0.50431582 0.60123369 0.09897951 6.06673764 6.02577016 5.60616965 4.70008122 0.40411554 0.00993627 -0.50877159 5.97589569
1.25569508 464.045638 429.836127 1.13953796 277.1 93.5610872 1.56928808 0.92454802 0.23724435 0.48448252 0.6920824 0.22768927 6.1399829 6.06340404 5.62437845 4.53861456 0.45062206 -0.07845029 -0.36805026 6.09071268
1.34780621 461.369833 447.208259 1.15764852 283.4 100.603221 1.58726466 0.89225743 0.24010937 0.47088904 0.72298153 0.29847824 6.13419996 6.10302439 5.64685933 4.61118428 0.4620122 -0.11400059 -0.3243716 6.13856163
0.21091382 62.8328925 444.633094 1.03935439 272.1 16.0045563 0.89978397 1.00933071 0.26609514 0.27156159 0.15450289 -1.55630568 4.1404787 6.09724943 5.60616965 2.77287345 -0.10560058 0.00928745 -1.86754247 4.23016937
0.23096814 78.6371671 454.75 1.03620867 277.1 15.4468506 1.04967724 0.91809318 0.31904463 0.30915407 0.18433188 -1.46547549 4.36484445 6.11974782 5.62437845 2.73740514 0.04848273 -0.08545639 -1.69101744 4.36102852
0.26014958 107.043495 491.695402 1.02624023 283.4 16.9782551 1.00073349 0.89808647 0.33572008 0.30191466 0.16543785 -1.34649851 4.67323524 6.19785942 5.64685933 2.83193342 0.00073322 -0.10748893 -1.79915966 4.36919947
0.34695256 130.07025 625.153339 1.0265932 284.2 16.4559151 0.89734683 0.84263561 0.35624132 0.31557562 0.21019697 -1.05856723 4.86807469 6.43799696 5.64967822 2.80068499 -0.10831284 -0.17122066 -1.55971022 4.55421021
0.63318837 161.596243 606.975206 1.02803901 287.3 14.9494132 1.05938641 0.57350054 0.38693757 0.34867147 0.30308869 -0.45698732 5.0851009 6.40848794 5.66052697 2.70467205 0.05768989 -0.55599641 -1.1937298 5.02301192
1.90134748 213.307954 549.785714 1.30713639 111 71.5686055 0.51869771 0.11170523 0.33368226 0.49537624 0.91541026 0.64256283 5.36273692 6.30952859 4.7095302 4.27065651 -0.65643402 -2.19189173 -0.08838294 5.49543608
1.94396373 242.381737 549.416523 1.32882122 115.6 79.4965025 0.60429774 0.11268429 0.34670236 0.50353887 1.00256308 0.66472905 5.49051391 6.30885685 4.75013596 4.37571303 -0.50368826 -2.18316529 0.0025598 5.58506586
1.98078755 265.134092 512.206831 1.29133727 140.6 80.2373722 0.63776241 0.11773649 0.36693165 0.49721317 0.96268659 0.68349452 5.58023571 6.23872851 4.94591898 4.38498939 -0.44978946 -2.13930633 -0.03802737 5.62434228
1.97216215 348.554834 577.283784 1.27137174 179 95.5308987 0.82725161 0.31701444 0.29595898 0.46705133 0.99012921 0.67913048 5.85379556 6.35833397 5.18738581 4.55944974 -0.18964639 -1.14880797 -0.00991983 5.97507523
2.22850908 408.161665 598.618395 1.21600699 188.7 89.2938 0.92467913 0.35052113 0.29615534 0.45900685 0.98736723 0.80133279 6.01166333 6.39462433 5.24015845 4.49193206 -0.07830849 -1.0483343 -0.01271324 6.10911956
2.30955983 446.590372 684.702381 1.19761477 198.5 91.6603899 0.99550671 0.38344089 0.2868676 0.4654713 0.96282434 0.83705696 6.10164178 6.52898426 5.2907891 4.51809033 -0.00450342 -0.9585698 -0.03788429 6.14475088
2.23236445 504.078561 798.872951 1.18716896 218.2 105.165216 1.05034376 0.54004449 0.25639774 0.44565276 0.89713941 0.80306132 6.22273213 6.68320192 5.38541207 4.6555326 0.0491175 -0.61610375 -0.10854401 6.18438515
0.37297518 79.3606954 135.503067 1.05977283 111 13.0625291 0.54428277 0.13598733 0.30986025 0.572011 0.36314662 -0.98624339 4.37400323 4.90899428 4.7095302 2.56974776 -0.60828636 -1.99519358 -1.01294862 4.41075237
0.39807812 88.5232232 137.962963 1.04563727 115.6 11.0658396 0.6026631 0.12802712 0.30432845 0.59209028 0.36508373 -0.921107 4.48326493 4.92698526 4.75013596 2.40386285 -0.50639694 -2.05551314 -1.00762855 4.46156419
0.41498768 94.2176059 138.91018 1.05328386 140.6 12.9781025 0.63182361 0.13521538 0.28724986 0.6065756 0.38682681 -0.87950646 4.54560706 4.93382753 4.94591898 2.56326351 -0.45914503 -2.00088639 -0.94977821 4.53758717
0.41556771 110.011374 138.314342 1.06651082 154.5 18.174544 0.69029849 0.20762858 0.27989511 0.58060404 0.40259315 -0.87810973 4.70058376 4.92952893 5.0401941 2.90002193 -0.37063118 -1.57200449 -0.90982879 4.70603731
0.42969516 132.532917 140.184739 1.06892401 168.1 22.6465561 0.77468742 0.3196144 0.26243705 0.55247122 0.40335932 -0.84467924 4.88683105 4.94296112 5.12455904 3.12000779 -0.25529566 -1.14064002 -0.90792749 4.88706528
0.47319981 150.111555 142.141879 1.07523613 179 26.0502788 0.84545921 0.33450566 0.25573608 0.55931737 0.433539 -0.74823755 5.01137872 4.9568257 5.18738581 3.26002847 -0.16787535 -1.09510149 -0.83577351 5.01160379
0.54224949 176.553186 153.680077 1.07777341 188.7 28.6053462 0.94552595 0.38335642 0.23934206 0.56059594 0.48002016 -0.61202907 5.17362217 5.03487302 5.24015845 3.35359363 -0.05601394 -0.95879012 -0.73392718 5.19486645
0.66041498 213.449981 161.428044 1.10222416 198.5 41.2264439 1.05141061 0.41491987 0.22893761 0.56569694 0.52926574 -0.41488689 5.36340252 5.0840595 5.2907891 3.71907989 0.0501327 -0.87966987 -0.63626463 5.40471393
1.89524102 191.733552 568.175439 2.365164 115.6 168.550982 0.38179875 0.1212662 0.29658985 0.49979942 1.55292921 0.63934602 5.25610666 6.34243024 4.75013596 5.12723827 -0.96286164 -2.10976711 0.44014296 5.61802251
2.75549741 279.987041 576.684032 2.20904766 140.6 209.916572 0.50411787 0.13221272 0.27074402 0.50945025 1.6126296 1.01359797 5.63474332 6.35729451 4.94591898 5.34671018 -0.68494518 -2.02334313 0.47786614 5.98022674
2.98998125 366.470873 585.420753 2.25469244 154.5 265.230956 0.56172269 0.26366572 0.23497931 0.44135065 1.73361452 1.09526712 5.90391905 6.37233082 5.0401941 5.58060098 -0.57674699 -1.33307319 0.55020855 6.29473135
3.14178995 409.869182 595.937993 2.41025603 168.1 317.532609 0.6280288 0.31311616 0.22862138 0.42881112 1.82035 1.14479269 6.01583804 6.39013662 5.12455904 5.76058052 -0.46516925 -1.16118105 0.59902879 6.42299561
3.40131557 451.755366 587.563218 2.22477002 179 285.24217 0.70838922 0.32973462 0.23197147 0.43582437 1.93974274 1.22416229 6.11314081 6.37598385 5.18738581 5.65333854 -0.3447616 -1.10946714 0.66255536 6.54883398
3.48893272 521.247095 586.834409 2.0291386 188.7 273.043153 0.93268239 0.37802215 0.22727879 0.42400428 1.96465466 1.24959588 6.2562242 6.37474268 5.24015845 5.60962985 -0.06969055 -0.97280248 0.67531648 6.68376623
3.49473337 665.18952 616.518072 1.99119803 218.2 347.681578 1.13567261 0.58750041 0.18603337 0.41252755 1.89637469 1.25125708 6.50007199 6.42408764 5.38541207 5.85128705 0.12722508 -0.53187833 0.63994401 6.84736469
3.37064284 855.386226 632.521785 2.17044354 244.5 504.740101 1.23708231 0.90639666 0.17252884 0.3600584 1.98355804 1.21510348 6.75155309 6.44971466 5.49921531 6.22404365 0.21275563 -0.09827825 0.68489222 6.98701899
3.33872503 943.409606 652.56 2.25166782 263.8 606.320531 1.34389541 1.04481292 0.17993196 0.35812758 1.94754323 1.20558901 6.84950055 6.48090309 5.57519124 6.40740877 0.29557242 0.04383785 0.66656869 7.03259388
3.26748501 900.457814 678.182448 1.93749509 272.1 436.838569 1.45113659 0.98688196 0.18265254 0.3920006 1.93246393 1.18402058 6.80290332 6.51941635 5.60616965 6.07956372 0.3723471 -0.01320484 0.65879584 7.01059119
3.67612844 974.175892 682.349887 1.76849054 277.1 380.116197 1.54283647 0.89712204 0.19688627 0.41415416 1.96951606 1.30186014 6.88159187 6.52554256 5.62437845 5.94047699 0.43362259 -0.10856338 0.67778786 7.08300952
4.0425798 1040.14916 696.817059 1.87704419 283.4 451.08822 1.639958 0.86909042 0.2065545 0.42660997 2.0223467 1.39688305 6.9471194 6.54652291 5.64685933 6.11166293 0.49467063 -0.14030811 0.70425857 7.15889893
4.54946415 1119.07103 730.408846 1.85211552 284.2 450.419103 1.69527578 0.83126622 0.21221024 0.43944842 2.11709004 1.51500946 7.02025418 6.59360444 5.64967822 6.11017849 0.52784543 -0.18480517 0.75004252 7.24105292
6.08464724 1413.44058 941.687622 1.97465808 287.3 484.82631 1.6587339 0.544825 0.25602256 0.49891238 2.84147387 1.80576875 7.25378214 6.84767361 5.66052697 6.1837907 0.5060546 -0.60729065 1.04432289 7.35900505
0.30123875 56.0501672 155.263158 1.07003173 111 14.1677543 0.50559211 0.12122258 0.27620149 0.60429714 0.27705802 -1.19985214 4.02624713 5.04512147 4.7095302 2.65096856 -0.68202505 -2.11012694 -1.28352833 4.09057894
0.33925795 66.9439123 155.850856 1.05468777 115.6 12.8488009 0.53954305 0.1218192 0.29255485 0.59510895 0.28493035 -1.08099455 4.20385514 5.0488995 4.75013596 2.55325049 -0.61703271 -2.10521732 -1.25551052 4.19857056
0.34855316 90.5600357 159.485294 1.06264044 154.5 18.6418815 0.62828496 0.23436469 0.26721177 0.56116379 0.30429976 -1.05396451 4.50601301 5.07195172 5.0401941 2.92541075 -0.46476146 -1.45087689 -1.18974202 4.47287485
0.38755193 109.553764 166.039352 1.07500444 168.1 23.6944914 0.72127003 0.30079183 0.27203685 0.5281422 0.34679025 -0.94790543 4.69641542 5.11222482 5.12455904 3.16524259 -0.32674169 -1.20133685 -1.05903515 4.69423615
0.43556709 126.622892 174.652968 1.06473054 179 22.3098515 0.78595238 0.33807657 0.2539871 0.53953119 0.36738783 -0.83110645 4.84121332 5.16280097 5.18738581 3.10502835 -0.24085907 -1.08448287 -1.00133722 4.84148158
0.49189642 149.941858 186.069042 1.06139606 188.7 23.3182674 0.88007189 0.39096124 0.25078315 0.52338287 0.39479086 -0.70948711 5.01024761 5.2261178 5.24015845 3.14923706 -0.12775168 -0.93914687 -0.92939912 5.01023776
0.56026251 177.738259 202.646018 1.06057672 198.5 25.6185696 0.97708529 0.41375541 0.23868643 0.53918048 0.42027333 -0.57934985 5.18031201 5.3114607 5.2907891 3.24331746 -0.02318133 -0.88248028 -0.86685 5.14818005
0.55251858 200.952382 242.923729 1.08127419 218.2 36.449982 0.91894215 0.57307223 0.23534725 0.51289265 0.44807268 -0.59326822 5.30306798 5.49274752 5.38541207 3.59594096 -0.0845321 -0.55674351 -0.80279982 5.20859459
0.59410137 246.960814 305.587629 1.08087988 244.5 45.7252957 1.09959377 0.90522552 0.1911619 0.47106664 0.43682954 -0.52070532 5.50922968 5.72223658 5.49921531 3.82265166 0.09494082 -0.09957117 -0.82821222 5.38914716
0.68886121 295.167048 309.945274 1.10005608 263.8 63.4469285 1.3059529 1.05256413 0.19814296 0.45553188 0.46547972 -0.37271546 5.68754146 5.73639575 5.57519124 4.15020379 0.26693297 0.05122921 -0.76468674 5.59930559
0.78880202 324.309342 365.014252 1.07848264 272.1 49.659607 1.50531238 0.98863428 0.20922428 0.48269346 0.51254238 -0.23723992 5.78169782 5.8999364 5.60616965 3.90519187 0.40900044 -0.01143081 -0.66837188 5.71135189
0.86340148 354.364204 396.418605 1.0661875 277.1 44.7759438 1.64757548 0.96047036 0.21310852 0.49352897 0.52381881 -0.14687549 5.87032521 5.98247074 5.62437845 3.80167103 0.4993048 -0.04033216 -0.64660945 5.77899468
0.96757676 366.29396 423.955654 1.07165249 283.4 47.4933184 1.70795359 0.87138424 0.21625759 0.49686323 0.55262247 -0.03296052 5.90343618 6.04962886 5.64685933 3.86058904 0.53529592 -0.13767225 -0.59308021 5.84191556
1.08319254 386.98671 438.082355 1.06662947 284.2 43.1430207 1.74301637 0.82323603 0.22571854 0.4963633 0.59765684 0.07991274 5.95839035 6.08240692 5.64967822 3.76452066 0.55561716 -0.19451232 -0.51473854 5.92767825
3.17675222 865.235976 922.338004 1.65385794 244.5 477.663918 1.9182603 0.8685401 0.20424009 0.44818294 1.18439219 1.15585936 6.76300227 6.82691175 5.49921531 6.16890738 0.65141868 -0.14094152 0.16922973 6.79366608
2.66926812 888.497294 981.653285 1.76284344 263.8 612.932817 2.35317045 1.02063722 0.17620516 0.49117876 1.10580525 0.98180432 6.7895316 6.88923818 5.57519124 6.41825533 0.85576355 0.02042716 0.10057381 6.741638
2.79497659 852.332783 1033.65565 1.59305209 272.1 431.62368 2.18067707 0.96429814 0.2071324 0.47606288 1.17110753 1.02782373 6.74797704 6.94085697 5.60616965 6.0675541 0.77963541 -0.03635476 0.15794991 6.74600031
2.85084369 773.147844 857.962094 1.49827105 277.1 321.362979 2.42365774 0.86897428 0.21066762 0.50124178 1.19876033 1.04761498 6.65047029 6.75455992 5.62437845 5.77257126 0.88527786 -0.14044175 0.18128797 6.79980513
1.97955406 743.473098 783.168444 1.40861858 283.4 318.087828 2.87885388 0.85707796 0.20164346 0.52943409 0.95507245 0.6828716 6.61133258 6.6633478 5.64685933 5.76232753 1.05739226 -0.15422639 -0.04596808 6.53130551
1.64240897 606.000494 781.692935 1.29290599 284.2 220.555732 3.57951309 0.83063518 0.25945898 0.50767285 0.80479059 0.49616405 6.4068808 6.661462 5.64967822 5.39615041 1.27522678 -0.18556459 -0.21717317 6.39234048