Nothing
tests/vcovHAC.R
In dyn: Time Series Regression
library(dyn)
library(sandwich)
dataset <- structure(c(8.90093796523024, -4.59498901918556, -0.663989858687764,
-1.48360192063945, 2.98006276793039, 0.585501930948062, -2.60929745077254,
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4.63026869811447, 4.03535379173672, -0.97683213052644, -4.76984688796165,
-3.14784795171024, 2.14352807200653, -6.55177932902538, 1.34085053853736,
-1.47156951139955, -1.59317768496381, 10.0842627935656, -2.03314543940660,
-4.49349441449991, -0.97739889846098, 1.21226609300713, 0, -0.813708986548889,
1.32423976996341, -1.43180135933765, 0.354515062171679, -0.710291406396912,
1.12764981627542, -0.106849032497003, -0.407070728159997, -2.34589384992905,
2.85981361058605, 1.07282350326212, 1.43706254474631, 5.37273220306798,
0.0197374914288950, 2.23456631483625, 1.03677611032449, -0.593871477199404,
0.956121635012863, 1.66088558876512, 1.43098520625022, 0.359166016715573,
-1.32329696700246, 3.47861160854155, 1.91585276237554, 2.57898942392440,
-1.63028237860345, -1.31123452137150, -1.63432974599944, 1.18153898705913,
-0.374432103679911, 2.67035034133203, 0.355918601342609, -0.199505639318343,
0.493699846487683, -0.545810321872242, -0.986519852011725, -1.94008831246189,
1.22690016956160, 3.55878554951232, -0.221956724210681, 0.13664704491978,
2.34491176056393, 1.59619648318046, 0.662389468558366, 1.14268434074694,
-0.371357494664615, -0.632862152813374, 0.308817799268546, -2.6641930946421,
-1.63834792505240, -1.87256978630437, 4.42340848905687, 0.313298961850084,
2.60810168309469, -0.780970919162538, 1.82609591346088, -0.198609797162952,
0.91035657404932, -0.600697348483692, 0.197996342352980, 1.66343576600152,
0.349555643926802, 0.147224078353148, 0.609828591053585, 0.995490264051568,
-0.9339423316578, -0.849622782908543, -3.18387807400606, -1.52502249528572,
0.583706562042074, -0.526807556239639, -0.154515543286404, 3.95743703004507,
-2.09485546833754, -1.27021564729652, 0.379537743119052, 0.128876377080545,
-0.136936668061427, -1.0615552870342, 1.95230466653022, -3.04995657840479,
-2.95909253174056, 1.83260004287842, -0.459195129569689, -6.86641747664769,
3.05407673028304, 5.00189018892652, -2.30029798796556, -1.42317796856792,
-0.00858332260946781, -2.00275452921979, 1.13202184134389, 3.81411160979512,
2.07859677598341, 2.76151670329741, 0.8460889440836, 0.369395633623881,
3.31769357623308, 1.17692795702062, -1.04041951780340, -1.30441606951033,
NA, NA, NA, NA, NA, NA, NA, NA, 0.458851627286450, -1.45814985327517,
-0.517765144771065, 2.66661876730128, 0.170031382562374, -1.34271321657931,
0.920911041204953, 0.940259097253549, -1.92029534422709, -2.27832278011348,
NA, -2.19932596663686, -3.69341440825588, -3.00987923594151,
4.25984445036445, 3.04640787889108, -2.20827488182058, -1.05215851799549,
-1.85314676731023, -2.27742990134656, 2.96301471199731, -0.976101719691513,
1.60249708266988, 2.53355320384907, 0.00265854922982811, 0.569953163275283,
-0.328320566054607, 1.48993253437748, NA, 0.341711234646169,
-0.190275174374044, -3.08124249755251, -0.304504472747169, -2.42851712488674,
0.724610904265255, -1.91516738679551, -1.18224650104812, 1.93494721960947,
2.869071689239, 0.414748379397523, -0.893574144446507, 1.28519504140847,
0.935271076319477, -1.02365407504248, -1.16969854542051, -2.13447380140721,
0.375940292390542, -2.7297813135033, -0.799947330347273, 0.0285779608711678,
-1.91553527534882, 0.491030259502079, -2.35194560132364, 0.674279481397377,
-0.253799752585504, 0.727211695754715, 2.49437170758373, 0.829170883003894,
-0.67764054079893, 1.23509186340085, 2.65917577210146, 1.17190441781228,
0.838363890267146, -0.293979039853021, -0.132437820890186, 0.262002985990861,
-0.831588729429988, 2.16601367541420, -0.882264304808444, 0.375245019370496,
NA, -1.2957631830119, 0.0108451048014047, 1.56555812127923, 0.861043348921786,
0.153358041690588, -4.05479165185829, -0.0385271621254901, -0.419253131005259,
-0.712891883402111, -1.65042479807811, 1.48325658796837, 0.932562961650696,
1.25732570244601, -1.55890159468415, -1.97848935178762, -4.01662733889561,
0.683176925231255, 0.373330655857984, -8.19270632280569, -13.0538619914607,
7.9690918322477, 4.1610273792708, -1.54259574627629, 1.05347215479510,
3.07056198864268, -0.133725199135082, -0.492903821212032, -0.778604963158269,
-5.01858047938448, NA, 1.62463877563148, 1.79427113217399, -2.64675714736082,
1.72406630978150, 1.40031338473525, 0.517281551755389, -0.145215185981229,
-0.229546988170259, -2.37794514000811, -1.81287993877772, 1.31777184802315,
-0.417258387244779, NA, -0.237780382968733, -0.618863807529468,
-0.493794759913690, -1.9584301636149, 1.69021971238195, 1.19964267112653,
1.72174025181073, 0.260498391420416, -0.83997980570274, 2.07710898595739,
0.0195140989983855, NA, 2.03566071225012, 0.54719261027163, -3.15428344886559,
2.28248305544918, 0.241146042295792, -1.14010116644412, -1.08098568994350,
1.08748193836234, 1.25235643643373, 0.817791421975045, -0.350575621191673,
0.972207816443849, 1.05048929542360, 0.218770596989337, 1.01876890574806,
-1.07185492195248, -0.413159059032875, 1.52826791313316, 0.836670522007488,
0.412674252487477, -0.516876045605397, -0.248683793329896, 1.73095895789128,
-1.31070649502494, 0.561662038191724, 0.579711768432567, -1.86641538526278,
-0.891978163706586, NA, -0.502129643613003, 0.324645204750684,
-1.41552510267839, 1.71737219903161, -1.17830432993182, -0.766916068937995,
0.845484246583883, 0.257271186360786, 0.938739760236995, -0.108704102636814,
1.20157741515419, 0.202441637140183, 0.226493730517330, -0.376752111159107,
0.294171934882925, NA, 0.373389623742959, 0.368981788097766,
-0.438696717493325, 1.19057995889609, 0.385771796771284, 0.615935890574804,
-0.139517647863041, 1.32788401034372, 1.62534288760670, -0.280148633021859,
1.23025409090554, 0.211181266236071, -1.59483847554709, -0.211677112080721,
-0.290697879130963, -1.00944460407559, 1.61604357044371, 1.01053127849049,
1.68438788361609, 1.70357113647208, 0.375888339545494, -0.973021107733096,
1.15217582125258, 0.247531686663383, NA, NA, -1.16007031704459,
0.438346157197689, 0.0139285465786898, -0.502653948593501, 1.24639939840057,
-1.01989240148734, -0.577064742159372, -1.27228179279681, 1.34529909552423,
0.157087187622729, 0.906826900917501, -0.735994401204376, 0.605360809798849,
0.883307464077365, 1.29825712139890, -0.138879455911756, 0.946537585042861,
0.565262197954475, -0.21765133338576, 0.929093527520042, NA,
0.128222269470779, 0.322499246718255, 0.512256770235453, 0.179860920812658,
-1.04665709503724, 0.0533945603629959, 1.02232730969289, 0.603165143657858,
NA, 2.01011793210872, 0.982449641819194, 0.165780417222550, 1.86572105000122,
-0.140168224791370, -0.152907144986347, -0.0225798764083684,
-0.742954823402187, 0.60485579702263, -1.05837131356177, 0.826942135733066,
1.07461926136416, 1.08537801971860, 0.221571276546317, -1.04319537989461,
0.730391095331129, 0.874376195784965, -0.455883142489011, 0.480334216012945,
0.854466778434748, -0.0048481322580507, 0.423324571750161, -0.0845216727650033,
-0.474646118011801, 0.99993587312941, 1.64465630573822, -0.533334597536239,
-3.46025164532344, -1.67971100094864, 0.85454635149258, -1.6760867667287,
-1.52263334908493, -1.98938176427719, 2.11737031397625, -1.20701991693952,
NA, 0.0594784020431227, -0.383350639127134, -0.0700943706577029,
-0.85022550095415, 1.18985482810414, 1.19121004126770, 2.68983996231658,
2.42516620006681, 0.109290955516617, -0.369641237009066, 1.31666834241191,
-0.0721604880497217, -1.10573222251231, 0.00243294203530198,
0.719976929218724, -0.321773173707918, 0.902210973405104, 0.775067870655022,
-0.396352173522629, -1.01714132101174, -0.334084122192380, -0.308443577182782,
NA, 0.741177568925977, -0.063175800910642, -0.087540128146557,
0.272095790050031, 2.03409868534594, -0.900272339586294, 0.423683804948194,
1.68640457138611, 0.902507879441838, 0.554751031004574, 0.408866256056317,
-0.376465598502396, 0.304976901048892, -0.620171377256096, -0.355785369548034,
-0.813982460747731, -0.159830801447836, -1.28077886252527, 0.506221893128966,
-0.596803768646303, -1.68346046803167, -1.72215606506896, -0.544313284116349,
0.694713351916132, -2.27254192175446, 0.495280770086204, 2.08229693467086,
1.55975184612007, -0.205758899041442, -0.527218510047334, 0.812746325198077,
-0.798131427719984, -1.06023201501149, -1.13879529451326, 0.830621043244228,
0.0246889197383027, -3.47369640078954, -1.46754777173985, -0.959039978593434,
1.05754938383775, 0.972095581191201, 0.960195328917468, 0.182820049396692,
-0.705187428644116, -1.11497622640808, 0.304382828448801, -2.0189040995489,
0.746223270316282, 0.205865947180239, 1.13375790574235, 1.05994489364738,
0.72066897371057, 1.16886896053465, -0.322899868798032, -0.419572250461986,
0.361891274806680, -0.243629953858715, 1.21474162351971, -1.08908505148335,
-0.405179802096978, 0.407691323702508, 0.0778258998674453, 1.07331984136865,
0.727275932908, 0.748938417025968, 1.49812807869392, 0.0819060053980358,
NA, 0.728377359333887, 0, -1.10304090295745, 1.42347735295214,
NA, 0.0215046056526447, 0.255312180108724, 0.67687377688106,
-0.436474741710668, -0.600888831706392, 0.579490574393926, 0.455505995058303,
0.768690415552697, -0.232812550040329, -0.0141272868780185, 0.981789855665394,
1.18906913983787, 0.796359791756451, -0.160139126462600, 0.479650090476103,
0.248057203081142, -1.37084064016779, 0.999664406486467, 1.31227448339617,
-0.392555495645031, NA, -0.896119834695863, 0.786226016937164,
-2.21444750824302, 0.767898462082695, 1.02604494670073, 0.0878447681865957,
-0.757091427159651, -0.863498296806853, 1.24841024239695, 0.964800413235611,
0.147608104988439, 0.205393892532335, -0.509794503603445, 1.56138489310811,
1.1476093342484, 0.496203329372857, 0.690142822555018, -0.293647920124140,
0.248361482637982, 1.52409996868847, 0.142230926294484, 0.457163004140426,
-0.279128961100117, -1.57080231655842, -0.24552574200154, 1.77184925409462,
0.875339112297535, -0.81603843495559, 0.348738028733919, 1.39748133781934,
-0.613575679028866, -0.209560209971382, -0.656664746788227, -1.77893249870866,
-0.154885372786850, 1.37054347013326, 0.106121072867715, -0.82646858910449,
1.27939858792523, 0.711222592321015, 0.880934220708962, 0.416878993466785,
NA, 0.234974137299471, 1.05671561421428, 0.0407340277328139,
1.16205048832674, 0.65001733535972, -0.316455960296302, 1.25589721849693,
1.11893687570541, 0.576235369585198, 0.423704740701325, -0.415914151728902,
-3.60084899535513, 0.0504617258525464, 3.16206757925324, 0.681971389456315,
0.896988364495588, 0.504872215091901, -0.37601241401477, 1.09530957682997,
1.25818714969688, -0.714053243548562, -2.49843091911011, -0.197935328148802,
NA, 0.880464923020163, -2.03835919146247, -2.10693418246244,
0.0301838196897108, -0.684387986296198, -2.28463114093165, -0.707172397363554,
1.99626400975452, -2.02131463301978, 0.970286333666781, -0.401931466987104,
-2.33555371835443, -1.57854614804229, 2.34275702882787, 0.664188918355624,
1.34422932164915, 1.74366439131974, 1.25348565590109, -0.142520222849285,
0.464949332525855, NA, 0.393550979329582, 0.93554057363816, 0.817480018567984,
0.616387862727663, -0.6720880053388, -1.14582876137135, 1.37994450607728,
NA, 1.10581769571052, NA, 1.05830900000692, -0.506442499747184,
-1.72136087234334, 1.74544721272563, -0.0370583116768408, -1.39781503134451,
0.0676335788913462, 1.14654029862615, 0.507436687111884, 1.82134392381945,
0.713946622009676, 1.29195677320411, -0.275955559365659, -0.931388940011502,
1.13086538067284, 1.14812636189043, -0.578607315626556, -0.116832783111320,
0.436539137790781, -1.07800551043615, NA, 2.02688965729907, -0.423218696149341,
0.99359791781275, 0.516038964367205, NA, 1.65758345567744, 0.727401591816168,
-0.156781700719666, 0.486769625625527, -0.133926291888109, -1.35967082803523,
-0.702615841632159, -0.00526200394777021, NA, -0.141287862152861,
-0.705889457153841, 2.17084078673269, 1.04301163846232, -0.584271325036045,
0.827000336695516, 1.10630622127594, 1.43170718897405, -0.276973612794951,
0.890293048315893, -0.989518592737504, -0.138070404153368, -0.908935599865401,
2.01486352578151, 0.652766600211585, -0.369876272772096, 0.616253089173568,
0.448202177302548, -0.779048949783778, 0.153979913696922, -0.0198550581412604,
-1.33599628350858, NA, 0.981576570222664, 0.502769571959583,
0.369710378747889, -0.394297116785403, 0.56886136240113, 0.236073797190706,
1.56187627579225, 0.879855209065106, -0.106382144185524, 1.35854718551727,
-0.238498826413824, -2.09865627587842, 0.397067350596636, 1.73614371853237,
0.587173164561428, -0.228196410372483, 0.973232325426743, 0.230627051523946,
0.972360231308222, -0.10263559904935, -0.681284305884056, 0.215806351385694,
1.00047563844576, 1.26792024953879, 0.100802668522171, 0.874361780757305,
1.91201944757289, -0.480833587845808, 2.05800001694154, 0.283190609659556,
0.793535808802126, -1.61078464427007, 0.682222384247133, -2.87110827715367,
-1.02595502541938, 2.35291071348929, 2.67758047773654, 0.503265190813629,
1.05917846167678, -0.0125934891826773, -0.678187646994211, -2.46035044413713,
2.65318195934441, -1.34914310931809, 0.00712611078554914, NA,
1.33604293620486, 0.795617274789961, 0.388595299956762, 0.425308510669709,
0.793795199924041, 0.739175438896389, 0.901702475948696, -1.42719684032926,
-1.38756970442504, -4.11353954971023, 0.579257979773828, 3.12385704921034,
-7.01312359631547, -4.2804689973222, -5.23328823437872, 3.7579851529717,
-2.65419625113275, 1.97519630039054, 0.99886541198977, NA, -0.92497768956239,
-3.65269534434169, -3.60704079530167, 4.26587739887774, -2.44609445369051,
-2.66561521205864, -2.65118369339525, -4.8749087560239, 5.07921318820062,
-3.17048076922548, -4.17512363543615, -1.15180367402035, 6.11428352426113,
3.2186848168279, 0.914380644370016, -1.92453414897678, 2.14883586877637,
2.40963299297245, 1.58845235047185, NA, -3.57425216295395, 1.32476855816348,
-0.04527504667724, 0.561968363042631, 4.25457157042874, 0.724623541281666,
NA, 1.84513777475654, -1.28120112481405, -2.58508518397669, 2.12782540084540,
-0.826127434427448, 2.52704728139701, -0.835799498757872, -1.46045995682673,
-3.77803499148701, -0.463241513596735, -2.05528292927486, 3.03257061179103,
-2.61574384180534, 1.37756463243299, 1.81375121501475, 2.2648980961268,
1.46819738319994, -0.806436742274919, 0.395282631356686, 0.146240687325161,
1.08375600620327, 0.247956059935639, -0.416225519424707, -0.810706337410494,
1.92667231037689, 1.30510589122075, 0.168848951040168, 0.436150635156451,
1.17649308790355, 1.28803801975117, -0.0640839372447743, 0.0849396160237603,
0.275185179793347, -0.0416010465691841, -0.859655464198639, 1.03189010217335,
0.460308523289044, 0.446439179396485, 0.720692168405002, 0.13564663947907,
-0.480696399918301, 0.629258867162008, NA, -0.0892009382083003,
0.100704943052676, -0.654954878847924, 0.488017139502084, -3.08027160560869,
0.703076437663697, 1.88917802844291, 0.492338007132886, 0.201433120396288,
0.405947755654346, -1.01869918807331, 1.30602489982063, 1.42437408886309,
-0.253624855910495, -0.582951774685014, 1.36150485145219, 0.211157880459822,
-0.211157880459822, 0.465074893986106, -0.525287600686042, -1.53144511331220,
1.39969094189443, 0.134555566512873, NA, 0.109271255724330, -0.350651167188509,
1.74108805058015, 1.50747671135534, 1.2946126759525, -0.240625473176337,
-0.117161474014971, -0.889231610495678, -0.0258339963229659,
NA, -0.71382168836589, 0.552159933702079, 1.66650299364903, 0.792444663910885,
-0.665497850932795, 0.61109341231198, 0.639038988775731, 0.372537964339159,
0.102434805269347, -0.27602541184617, -0.566259655523815, 0.50437805805732,
1.00509943718805, 0.623905318815154, 0.185121708865132, 0.268657649126425,
0.0141877817640079, -0.622281153947846, 0.086911971432535, 1.59758491454056,
0.927226254451163, NA, 0.136772940283691, 0.455823258380406,
-1.19509954660195, 0.164332293875091, 0.667286528437039, 1.08400100705239,
0.0850148827240105, 0.367979958063991, 0.00498026569815124, -0.0149415412476372,
-1.33755684238839, -2.88056785403921, -3.505328219949, 1.29109931544509,
2.04653414758891, 1.17957315281370, 1.02592554346863, -2.49344490210266,
-0.430203800451956, 0.469340191271783, 0.977339650503595, 1.77559982897186,
0.852843224727806, -0.093142691257242, -0.104574184748429, 1.02837696787201,
0.414620619005035, -0.879842438040157, -0.13547078161249, -1.26315341586150,
-0.560882563600629, -1.57442988345640, 2.36005589617125, 2.75700101850962,
NA, 0.0514775287445701, -0.0993018305322835, 0.79653466162064,
-0.461021403921258, 0.300271201857427, -0.890004711791192, 0.5836210778563,
1.40334438621448, -0.562128617656832, -1.01741433113887, 1.32606962692670,
1.11289862320056, 0.758440802636784, -0.462476675098777, 0.673387222972543,
-0.0201239398618824, -0.856047459097908, -3.13158495545736, -0.339387084744658,
0.0630279382923149, 2.41916768669483, NA, -1.39275660006160,
-0.262094589366235, -1.38150226970932, -2.53305016419052, 0.0774018399374299,
-1.22769826444262, -3.89095055162194, 1.74423796089602, -2.24075600104410,
-4.11518716021, 2.18892474013259, -0.790941301503523, 3.64931879788131,
-1.16718016321542, 0.445482850359014, 0.95801616105362, -3.49350456150894,
0.068637009022865, -0.966617428139749, 1.93077648468325, 0.507016608402644,
1.79443716582153, 2.91495617059034, -0.383872669089946, -1.0701833683612,
-1.55258657196331, 0.978947388270512, 0.615515779214171, -5.04322071136425,
1.55787019318971, 1.14765736541873, 0.500986318873586, 2.40943786630723,
0.120910352564074, 0.376096308857221, -0.852783848651839, 2.25897668546331,
2.42108992384846, -0.71015389158422, 0.666539911989616, -0.348347575777375,
2.12600196652772, 0.0379499677082507, 1.37842681388456, 0.6137868133969,
0.252841605493259, -2.28422963280561, 0.107692694648343, 1.52817417844346,
-0.810338001353195, -0.150695781085552, -0.834137088560816, 0.0563981231923805,
-0.306895565016951, 0.241912329630445, 1.40424548518983, -0.33920513225798,
1.22178513654987, 1.15846596809153, -0.119752683550622, 1.09494451176548,
0.402858022302865, -0.748452046842729, -0.977395339836384, 1.02330821213990,
NA, 0.858504886857325, -1.02073952778756, 1.08011745840670, 0.0290939562267667,
-0.700601877854012, 0.411614646192682, -2.03710966406998, -0.447614963590759,
-0.828883356981436, 0.0144742238450846, 0.231303110063763, -1.01957161752431,
1.37511900596063, 0.0347661381319142, -0.585440240130097, 1.60742093244952,
0.811778130176499, 0.44034570716569, -0.360352290592836, 0.172708570854141,
0.615559397669507, -0.50879385519611, 0.422422945149847, 0.844161612127792,
-0.105421085869217, 1.01023773854365, NA, -0.122801495936109,
0.707193866013966, 0.784852255546653, -0.302534379150821, -0.429878294710839,
1.33587396342669, 1.30494438943352, 0.168576126516484, -0.341884469807496,
0.0622478149997718, 1.38056520564458, 0.0865454718985248, 1.16055040034464,
0.0303027025834623, -0.696027002467581, 0.67546545573407, -3.85265517839635,
-0.115922468736684, 1.98024064895979, -4.12466773890738, 0.241318404438573,
1.03222008311228, -1.41976175158565, 0.387541668473368, 2.39849564469861,
-1.32879579170506, -1.59906343769549, 0.925698582316947, -0.0789126112417549,
-4.48325124446161, -1.70277988408412, 2.42885056589515, -3.23907625097064,
1.90208759505204, -0.924039907801166, 1.81098494290062, 2.64829583185158,
0.419793503202648, 0.8894067846148, 1.20846014405114, 1.16491296258765,
0.240525916546197, 0.100513745339903, -0.075934387407628, 0.950593352942875,
-0.201592872959822, -0.0365961178930618, -0.239869519447389,
-0.00444745883392272, 0.711297288658308, -0.242070650265269,
-0.518161744746948, 1.14039185849037, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, NA, 0.0215480604399029, 0.0450545406845387,
-0.0097811777855562, -0.143639946951427, 0.0875631852620824,
0.0148644262594211, 0.0107836643629903, -0.00892510025956332,
0.0329242943286921, -0.0986686824358028, -0.0477787107998684,
0.0331568388868437, -0.00812392026549398, 0.0252640549352183,
NA, 0.108036476749127, -0.0634759104667985, 0.118297164097510,
-0.108814159251155, 0.198087410431917, 0.00892115660841937, -0.136595272326439,
0.0362071718060614, 0.145931115133048, -0.00388093427731195,
-0.042849027809294, 0.209789471280652, 0.0259065579738139, -0.124147529373361,
-0.0661278065040234, 0.0342989938247859, 0.0669454402909462,
-0.133532396269777, 0.064903238511181, -0.0269218330405392, 0.116702084287253,
-0.0435045163401631, -0.0991691831357048, -0.129770467477998,
-0.660330854157202, -0.150594935044028, -0.142963453924139, -0.650089199335012,
-0.996508899901656, 0.155286191361053, -1.50113503830787, 0.0155183630925027,
0.794590614778046, -0.0383108598475318, 0.149676341442715, -0.159932202730844,
0.0942324900153216, 0.630686994887338, 0.151040092016691, 0.73485055354504,
-0.164832065268984, NA, 0.170002697501813, 0.248616414843526,
0.399547871587856, 0.0117415223543347, -0.363395163319953, 0.257179354612224,
0.0315443749668344, 0.421538889355979, 0.265202564984030, 0.770318679756383,
-0.396977471610795, -0.353313402602299, 0.157363636366874, 0.00963895346643505,
0.521809506926717, 0.923324910817012, 0.0351632121358139, -0.0857246912409149,
0.658550698126126, -0.199134954300284, -0.178434857227132, -0.772668631943642,
0.110107016061317, 0.0439116529846894, 0.147267243340602, 0.0511755292022819,
0.172755355938011, -0.0984844043259019, 0.0379894816780273, NA,
-0.0369013385599467, -0.112060817211703, -0.429977049787286,
-0.318202897207436, 0.0676918857261208, -0.0436311103673668,
-0.248559592581272, 0.266764513746230, 0.132830540820641, 0.607934563853193,
0.113396375018342, -0.0682626962791427, NA, 0.362130261901542,
0.498992251440825, 0.710178641218423, -1.02281102058544, 0.284786198568313,
-0.0159244611171531, 0.311516189346794, 0.091327100164235, -0.0910212214619906,
-0.311316802403547, -0.212824920687443, NA, 0.526344135308319,
-0.399121975752747, -0.300878749064886, -0.235841400613119, 0.121197350110029,
0.399861888846783, 0.228727680863980, 0.245526639355523, -0.179609987397636,
0.292279445851899, 0.0179682164573923, 0.0528045330750886, 0.344782244780412,
0.0908376337737458, -0.103948278416969, 0.00321979619970101,
0.0723777397536565, 0.312328861498731, -0.151623119370967, -0.128708326312884,
-0.0118399237151609, 0.0536672665834157, -0.0625657735988502,
-0.0448881367920769, 0.120827152664609, -0.127285582998535, -0.0384048451445063,
-0.214939611589802, NA, 0.188909596461563, -0.0619873508300204,
-0.00332058494070105, -0.139551189443423, 0.0062232514640362,
0.00648503911997132, 0.108386587307778, 0.122471993999502, 0.0243240545302113,
-0.156366519895287, 0.186432597957261, 0.00653316538768363, -0.00257507955677867,
-0.0647950954807347, 0.0348388206285969, NA, 0.0575094562863068,
0.0389231969837813, -0.111161798861276, -0.0771449691946354,
-0.188722961211363, -0.726469680114619, -0.115827395211509, 0.0217137970420109,
0.0524621797235506, 0.238976259112842, -0.0704415521844467, 0.0398864780183458,
0.0706365465949058, 0.0342937770737151, 0.148447169386917, 0.300677708970555,
-0.183022099865766, -0.126669249003675, -0.0807614635179992,
-0.00357818365723634, -0.00947897083182712, 0.00569348256185222,
-0.00328484256093993, -0.0585098218390527, NA, NA, 0.162909339698760,
-0.0295924344151776, 0.0721535127070708, -0.0607511896877285,
0.0397206721515591, -0.298851484489789, -0.077952317055305, -0.108567302884637,
0.193818189023217, -0.200257608490500, -0.0856531057259725, -0.460329568565934,
0.101955884950928, 0.11599891004572, -0.111353751295791, -0.523936450197407,
0.0476162011212483, -0.0460076581257482, 0.166569402809280, 0.0429150892569871,
NA, -0.170942391068689, -0.0390686231759791, -0.0421815155402829,
0.0901807866527947, 0.0528122717897119, -0.072815253475233, 0.120762478850076,
-0.106974431189336, NA, -0.55682350836833, -0.465020960949508,
-0.427686336342335, -0.478964405015758, -0.226684015596032, -1.06663055145171,
0.236354297457608, 1.32629995939518, 0.0593092815793769, 0.987473183999183,
-0.702349671860612, -0.247185475585350, -0.445738040707069, -0.296945632411167,
0.187951949762820, 0.0969364544407282, -0.402622604362067, 0.55836378090875,
-0.346709003774619, 0.0324482833831762, 0.108460303535541, -0.269018734000394,
0.0301154762365627, 0.0363219580436213, -0.799255580950445, 0.237937944620279,
0.257651308438660, 0.300773091557258, 0.427922080576133, -0.166260570014789,
0.441223603243575, -0.234605534694186, -0.430541046184671, -0.105177388341605,
0.0706651291763439, NA, 0.0749592680376764, 0.163311031246092,
0.275286031627139, 0.0823693443825621, -0.0309998358268593, -0.0399326463266263,
-0.0222035044030213, -0.139341891504468, 0.105189510333565, -0.835481887656998,
0.0669342122085518, 0.072945859410741, 0.119153258281946, 0.458719179136063,
0.188831415840819, 0.132226291105969, 0.135319796705926, -0.194157097019369,
0.132678772646965, -0.171266035055181, 0.0521421151871688, 0.146842703040089,
NA, -0.124799074469751, -0.0457072323767002, -0.0887081803969628,
0.0502823817449778, -0.117464569037428, 0.0133776439423929, 0.0226640060725827,
0.0144469199318884, 0.144127162587012, -0.120900096431538, -0.00298510947277842,
-0.0626475290562371, -0.168815218658744, -0.0503576094878436,
-0.00753906415885897, 0.0503957509724353, 0.122749122068215,
0.141767673632184, 0.307988079072880, -0.108381623546509, 0.00380226901377257,
0.0950163664935514, -0.0147157887277072, 0.100963786800817, 0.0931998805499932,
-0.00444114679291086, -0.123643384145393, -0.00812444723168467,
0.122415811872478, 0.0201273530763307, 0.0539293825426082, -0.0651050806779854,
-0.0430568945945006, -0.132924442970905, 0.0226088903143529,
0.0569717222413637, 0.143866170749893, -0.169412097652653, 0.219166646358588,
-0.250199640122032, 0.23217211448509, -0.0763940471578678, -0.095986662547183,
-0.0488354321500402, 0.0558764899437629, 0.164579644567371, -0.389304934152368,
-0.0945429462260265, 0.239431570600245, -0.360677142668695, -0.152670816892248,
0.0498210900005705, 0.250867516775867, -0.169290701285369, -0.330426267809605,
0.208264358588047, 0.153756849823857, 0.067365445037574, 0.0892498387655946,
0.10431790528775, 0.0763234042664989, -0.246440302191897, 0.256082822037568,
0.0149786733962133, -0.0523927905919244, 0.0612073142864014,
-0.0571491602794391, NA, 0.501055784573006, 0.229672268035666,
-0.173399282441709, -0.313729681328153, NA, 0.159736602658083,
-0.146409450503381, -0.157100249365204, -0.0260757909010887,
0.0626058471757513, 0.298866416695212, -0.00313503858630361,
-0.0324264790613468, -0.00522530271717759, -0.169582687760088,
0.0361506139588292, -0.0426465407195846, -0.101132303252026,
0.149470691004622, 0.0110693885324422, -0.102619746079023, 0.0529091170671839,
0.082024287196355, 0.014615367328168, -0.115134805111955, NA,
0.230819945865927, -0.203872830372242, 0.337396189659402, -0.183168208613988,
0.0242873387565293, -0.145177183620486, 0.0406592072092585, 0.0123052601401906,
-0.00126531126149143, 0.00141612876851697, 0.07609608495733,
-0.0553916509215573, -0.910911634562811, 0.740880820265677, 0.142968841426285,
-0.068549250358202, -0.137949569993533, 0.253843214050749, -0.087160682481068,
0.163403309337344, -0.227603861863335, 0.227587538337867, -0.0473956703234576,
0.105484326080139, 0.050148998880344, 0.288097672797037, -0.187192509059253,
-0.0228306800044756, -0.0136321040334612, 0.0520021769467841,
0.0599307345594724, 0.0500625275304173, 0.155074613731469, 0.0200898021671206,
0.267332898560532, -0.190874457505412, -0.0093756262683665, 0.564392148639021,
0.272804304918112, 0.0861921734687563, -0.093361537929065, -0.186663798347023,
NA, -0.131133065518410, -0.0792768657766636, -0.0981672876613312,
-0.0199820913464844, 0.181315950106945, 0.0593853039029883, 0.0221518524648312,
-0.0291978242486069, -0.0456915585373405, -0.0296207752876524,
0.0692384388460129, -0.0966787222382418, 0.0331682699913485,
0.153981888027581, 0.251991266225422, 0.0651963134418311, -0.0461849280980817,
-0.0408611347191918, 0.142579125059740, 0.217654110106533, 0.258466041002364,
-0.0565206889906616, 0.291490125738700, NA, 1.08976241875837,
0.372813669201919, -0.253564466704174, 0.0711151273599847, 0.474253695626512,
0.082198938717215, -0.00456307950761673, -0.276581857368012,
0.216763590610519, -0.353587517909472, 0.0738499444029101, -0.202029899219058,
0.125621377774448, 0.0642519454202715, -0.101173940008376, 0.346180598807765,
0.809847578227387, -0.180337870963217, 0.0512615049922696, -0.115351563210036,
NA, -0.158602928585787, 0.202362763625476, -0.121844672859035,
0.029029398107906, 0.0683934105157127, 0.173633735542828, -0.138831785657324,
NA, 0.142602016048682, NA, 0.0918672061631253, -0.0516229383087061,
0.0592244562932556, 0.24967138751243, 0.306161942128541, 0.373377810260632,
-0.297491872323078, 0.0934377667074012, -0.000601577289884045,
-0.173317567609818, -0.289958154254394, 0.0229416665451713, -0.857870472738578,
-0.769303303370293, -0.259565213689548, -0.554398290295497, 0.406192672514563,
0.125197314457615, -0.00202102043303347, 0.0663250807967666,
NA, 0.183774381730218, -0.268543157359743, 0.143030735776046,
-0.403320762288067, NA, -0.0127300500573784, -0.338150833233272,
-0.178578489869112, -0.6314896243138, -0.201439183347135, -0.216277205603601,
0.301953811214434, 0.284938840608432, NA, 0.42299555039349, 0.179005752179132,
-0.237447634111801, -0.134567763451784, 0.0046594624052815, 0.164520896476391,
-0.198686576870727, 0.061970978782327, 0.185365860270810, -0.0955651583419071,
0.375693761688511, 0.0698311581987701, -0.079811151653877, 0.000876509353786623,
0.0201794797866818, 0.0660248721001707, 0.0204582678380781, 0.122767341990233,
-0.0227633051967858, 0.0328941706302449, 0.236154121648310, 0.189261411119498,
NA, 0.0820370013594387, 0.382596070041201, -0.397698804230018,
-0.0200442798639937, 0.102937325271377, -0.463241872037151, 0.268622959105924,
-0.354534133244552, -0.23294571571626, 0.24638338855021, 0.148601503819435,
0.253175581209283, -0.0770915411608663, -0.0164215448348081,
0.178099654294169, 6.10133438240373e-05, 0.385360245201532, -0.052102670668499,
0.0131363365049380, 0.0940034014420432, 0.201221954822352, 0.156059503885307,
0.1316222024339, 0.164432835086153, -0.179120543129111, 0.0849112460656787,
-0.194333189364437, 0.0265601494156332, -0.228872621012541, 0.400571346033691,
-0.34122822047836, -0.0179932235629495, 0.404958158775706, 0.960638698007952,
-0.0953075246229358, -0.0522862889332412, 0.172908277757732,
-0.0979651904191065, 0.0173463360896002, -0.032042158450019,
-0.474462110873125, 0.0830831829292418, 0.338838523264561, -0.387892969020387,
0.053411279542306, NA, 0.0405424188321991, -0.0744455378361197,
0.0260614337285264, 0.105088866724811, -0.0990556292369036, 0.103247975985299,
-0.0281357645398652, 0.120566095021582, 0.0597563099335758, 1.06924170652657,
-0.680944811676118, -0.741019252195192, 1.18349727320214, 0.230128265356805,
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0.301635641918625, 0.126161381518767, 0.179632646882190, 0.104650451441826,
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NA, -0.185299287874813, 0.060342134015383, 0.0774407484541888,
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-0.188532879019915, 0.151293714410798, 0.276710350579259, -0.292197169273222,
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0.348067803644918, 0.405986975129973, -0.0831115173830526), .Dim = c(932L,
3L), .Dimnames = list(NULL, c("rj", "rM1", "rM2")), index = structure(c(12419,
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13769, 13770, 13773, 13774), class = "Date"), class = "zoo")
m <- dyn$lm(rj ~ rM1 + rM2 + lag(rM2,-1:-4), data=dataset)
model.matrix.dyn <- function(object, ...) model.matrix(terms(object), model.frame(object), ...)
cov1 <- vcovHAC(m)
print(vcovHAC(m), digits=2)
# Checking
rj <- as.numeric(dataset[,"rj"])
rM1 <- as.numeric(dataset[,"rM1"])
rM2 <- as.numeric(dataset[,"rM2"])
Lag <- function(x, k = 1) lag(x, -k)
Lag <- function(x) c(NA, head(x, -1))
l1 <- Lag(rM2)
l2 <- Lag(l1)
l3 <- Lag(l2)
l4 <- Lag(l3)
m <- lm(rj ~ rM1 + rM2 + l1 + l2 + l3 + l4)
cov2 <- vcovHAC(m)
print(vcovHAC(m), digits=2)
all.equal(as.numeric(cov1),as.numeric(cov2))
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dyn documentation built on May 1, 2019, 9:12 p.m.
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library(dyn)
library(sandwich)
dataset <- structure(c(8.90093796523024, -4.59498901918556, -0.663989858687764,
-1.48360192063945, 2.98006276793039, 0.585501930948062, -2.60929745077254,
-1.41997416068911, 1.41997416068911, 12.5702092430175, -2.13643061380013,
-2.11817932148746, 9.01958352197632, -0.356294913735233, -1.28725022485865,
-3.77635048338094, 4.22727564245742, 2.40047086941511, 2.68685814871832,
-6.29434427544879, -16.9651704052903, 3.77669729782522, -1.18468284494346,
-1.37641135391657, 1.86592282090352, 9.35011436539241, -2.70460786768121,
-1.04987840982194, -0.264200946283832, -0.231749814036242, -0.531739371869389,
-1.13942251495454, -3.18465536518522, -1.33101789869521, -3.48017183889402,
-0.439078641748925, -0.404189416700174, 2.29309410639171, 0.215672261888056,
0.39419509923162, 0.96103248997883, -2.36570172296924, -0.764613228135502,
2.70432921640902, -2.12123718532977, -0.94925867967559, -0.367512357789135,
-1.22246382529623, -0.149198088101610, -2.68599464980648, 4.68162628815243,
-4.22255891729257, 0.798331554199017, 0.2269289929969, -3.26387197704214,
-0.941183418234726, 2.72072747722110, 5.51967090870056, 4.19244345054208,
-0.943897936093219, 4.33057357200601, 5.43327338438555, 5.5759254878021,
0.600782822368018, -1.78279385654649, -1.13445950708719, -2.24518317689704,
0.377715274374513, 2.84937207872593, -1.72471167705437, 2.18168124606093,
-1.34640956848813, 0.430372628621711, -2.61046519937267, 2.64113534222927,
0.153209774109087, 0.853663720717535, -5.97332462892055, -0.97151023178954,
3.95585869293571, -2.40594067890623, -3.32278125639407, 2.96970754664407,
-1.16430810747383, 1.51738181722383, -3.78758953014717, -3.0064753840759,
-5.0643732818755, 3.50913198112703, 1.14286958236223, -10.0246586259146,
-21.7733772069483, 14.4299052776903, 8.21518485873076, -0.0377429708198207,
-6.10966093647258, 4.12713317554045, -3.52701135044544, -0.720579579070169,
1.67334581775318, -6.53026744797183, -9.64495887010424, -1.02708652657464,
3.59485713215006, 0.676745195035533, -0.450654210189061, 4.15805143594081,
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NA, NA, NA, NA, NA, NA, NA, NA, 0.458851627286450, -1.45814985327517,
-0.517765144771065, 2.66661876730128, 0.170031382562374, -1.34271321657931,
0.920911041204953, 0.940259097253549, -1.92029534422709, -2.27832278011348,
NA, -2.19932596663686, -3.69341440825588, -3.00987923594151,
4.25984445036445, 3.04640787889108, -2.20827488182058, -1.05215851799549,
-1.85314676731023, -2.27742990134656, 2.96301471199731, -0.976101719691513,
1.60249708266988, 2.53355320384907, 0.00265854922982811, 0.569953163275283,
-0.328320566054607, 1.48993253437748, NA, 0.341711234646169,
-0.190275174374044, -3.08124249755251, -0.304504472747169, -2.42851712488674,
0.724610904265255, -1.91516738679551, -1.18224650104812, 1.93494721960947,
2.869071689239, 0.414748379397523, -0.893574144446507, 1.28519504140847,
0.935271076319477, -1.02365407504248, -1.16969854542051, -2.13447380140721,
0.375940292390542, -2.7297813135033, -0.799947330347273, 0.0285779608711678,
-1.91553527534882, 0.491030259502079, -2.35194560132364, 0.674279481397377,
-0.253799752585504, 0.727211695754715, 2.49437170758373, 0.829170883003894,
-0.67764054079893, 1.23509186340085, 2.65917577210146, 1.17190441781228,
0.838363890267146, -0.293979039853021, -0.132437820890186, 0.262002985990861,
-0.831588729429988, 2.16601367541420, -0.882264304808444, 0.375245019370496,
NA, -1.2957631830119, 0.0108451048014047, 1.56555812127923, 0.861043348921786,
0.153358041690588, -4.05479165185829, -0.0385271621254901, -0.419253131005259,
-0.712891883402111, -1.65042479807811, 1.48325658796837, 0.932562961650696,
1.25732570244601, -1.55890159468415, -1.97848935178762, -4.01662733889561,
0.683176925231255, 0.373330655857984, -8.19270632280569, -13.0538619914607,
7.9690918322477, 4.1610273792708, -1.54259574627629, 1.05347215479510,
3.07056198864268, -0.133725199135082, -0.492903821212032, -0.778604963158269,
-5.01858047938448, NA, 1.62463877563148, 1.79427113217399, -2.64675714736082,
1.72406630978150, 1.40031338473525, 0.517281551755389, -0.145215185981229,
-0.229546988170259, -2.37794514000811, -1.81287993877772, 1.31777184802315,
-0.417258387244779, NA, -0.237780382968733, -0.618863807529468,
-0.493794759913690, -1.9584301636149, 1.69021971238195, 1.19964267112653,
1.72174025181073, 0.260498391420416, -0.83997980570274, 2.07710898595739,
0.0195140989983855, NA, 2.03566071225012, 0.54719261027163, -3.15428344886559,
2.28248305544918, 0.241146042295792, -1.14010116644412, -1.08098568994350,
1.08748193836234, 1.25235643643373, 0.817791421975045, -0.350575621191673,
0.972207816443849, 1.05048929542360, 0.218770596989337, 1.01876890574806,
-1.07185492195248, -0.413159059032875, 1.52826791313316, 0.836670522007488,
0.412674252487477, -0.516876045605397, -0.248683793329896, 1.73095895789128,
-1.31070649502494, 0.561662038191724, 0.579711768432567, -1.86641538526278,
-0.891978163706586, NA, -0.502129643613003, 0.324645204750684,
-1.41552510267839, 1.71737219903161, -1.17830432993182, -0.766916068937995,
0.845484246583883, 0.257271186360786, 0.938739760236995, -0.108704102636814,
1.20157741515419, 0.202441637140183, 0.226493730517330, -0.376752111159107,
0.294171934882925, NA, 0.373389623742959, 0.368981788097766,
-0.438696717493325, 1.19057995889609, 0.385771796771284, 0.615935890574804,
-0.139517647863041, 1.32788401034372, 1.62534288760670, -0.280148633021859,
1.23025409090554, 0.211181266236071, -1.59483847554709, -0.211677112080721,
-0.290697879130963, -1.00944460407559, 1.61604357044371, 1.01053127849049,
1.68438788361609, 1.70357113647208, 0.375888339545494, -0.973021107733096,
1.15217582125258, 0.247531686663383, NA, NA, -1.16007031704459,
0.438346157197689, 0.0139285465786898, -0.502653948593501, 1.24639939840057,
-1.01989240148734, -0.577064742159372, -1.27228179279681, 1.34529909552423,
0.157087187622729, 0.906826900917501, -0.735994401204376, 0.605360809798849,
0.883307464077365, 1.29825712139890, -0.138879455911756, 0.946537585042861,
0.565262197954475, -0.21765133338576, 0.929093527520042, NA,
0.128222269470779, 0.322499246718255, 0.512256770235453, 0.179860920812658,
-1.04665709503724, 0.0533945603629959, 1.02232730969289, 0.603165143657858,
NA, 2.01011793210872, 0.982449641819194, 0.165780417222550, 1.86572105000122,
-0.140168224791370, -0.152907144986347, -0.0225798764083684,
-0.742954823402187, 0.60485579702263, -1.05837131356177, 0.826942135733066,
1.07461926136416, 1.08537801971860, 0.221571276546317, -1.04319537989461,
0.730391095331129, 0.874376195784965, -0.455883142489011, 0.480334216012945,
0.854466778434748, -0.0048481322580507, 0.423324571750161, -0.0845216727650033,
-0.474646118011801, 0.99993587312941, 1.64465630573822, -0.533334597536239,
-3.46025164532344, -1.67971100094864, 0.85454635149258, -1.6760867667287,
-1.52263334908493, -1.98938176427719, 2.11737031397625, -1.20701991693952,
NA, 0.0594784020431227, -0.383350639127134, -0.0700943706577029,
-0.85022550095415, 1.18985482810414, 1.19121004126770, 2.68983996231658,
2.42516620006681, 0.109290955516617, -0.369641237009066, 1.31666834241191,
-0.0721604880497217, -1.10573222251231, 0.00243294203530198,
0.719976929218724, -0.321773173707918, 0.902210973405104, 0.775067870655022,
-0.396352173522629, -1.01714132101174, -0.334084122192380, -0.308443577182782,
NA, 0.741177568925977, -0.063175800910642, -0.087540128146557,
0.272095790050031, 2.03409868534594, -0.900272339586294, 0.423683804948194,
1.68640457138611, 0.902507879441838, 0.554751031004574, 0.408866256056317,
-0.376465598502396, 0.304976901048892, -0.620171377256096, -0.355785369548034,
-0.813982460747731, -0.159830801447836, -1.28077886252527, 0.506221893128966,
-0.596803768646303, -1.68346046803167, -1.72215606506896, -0.544313284116349,
0.694713351916132, -2.27254192175446, 0.495280770086204, 2.08229693467086,
1.55975184612007, -0.205758899041442, -0.527218510047334, 0.812746325198077,
-0.798131427719984, -1.06023201501149, -1.13879529451326, 0.830621043244228,
0.0246889197383027, -3.47369640078954, -1.46754777173985, -0.959039978593434,
1.05754938383775, 0.972095581191201, 0.960195328917468, 0.182820049396692,
-0.705187428644116, -1.11497622640808, 0.304382828448801, -2.0189040995489,
0.746223270316282, 0.205865947180239, 1.13375790574235, 1.05994489364738,
0.72066897371057, 1.16886896053465, -0.322899868798032, -0.419572250461986,
0.361891274806680, -0.243629953858715, 1.21474162351971, -1.08908505148335,
-0.405179802096978, 0.407691323702508, 0.0778258998674453, 1.07331984136865,
0.727275932908, 0.748938417025968, 1.49812807869392, 0.0819060053980358,
NA, 0.728377359333887, 0, -1.10304090295745, 1.42347735295214,
NA, 0.0215046056526447, 0.255312180108724, 0.67687377688106,
-0.436474741710668, -0.600888831706392, 0.579490574393926, 0.455505995058303,
0.768690415552697, -0.232812550040329, -0.0141272868780185, 0.981789855665394,
1.18906913983787, 0.796359791756451, -0.160139126462600, 0.479650090476103,
0.248057203081142, -1.37084064016779, 0.999664406486467, 1.31227448339617,
-0.392555495645031, NA, -0.896119834695863, 0.786226016937164,
-2.21444750824302, 0.767898462082695, 1.02604494670073, 0.0878447681865957,
-0.757091427159651, -0.863498296806853, 1.24841024239695, 0.964800413235611,
0.147608104988439, 0.205393892532335, -0.509794503603445, 1.56138489310811,
1.1476093342484, 0.496203329372857, 0.690142822555018, -0.293647920124140,
0.248361482637982, 1.52409996868847, 0.142230926294484, 0.457163004140426,
-0.279128961100117, -1.57080231655842, -0.24552574200154, 1.77184925409462,
0.875339112297535, -0.81603843495559, 0.348738028733919, 1.39748133781934,
-0.613575679028866, -0.209560209971382, -0.656664746788227, -1.77893249870866,
-0.154885372786850, 1.37054347013326, 0.106121072867715, -0.82646858910449,
1.27939858792523, 0.711222592321015, 0.880934220708962, 0.416878993466785,
NA, 0.234974137299471, 1.05671561421428, 0.0407340277328139,
1.16205048832674, 0.65001733535972, -0.316455960296302, 1.25589721849693,
1.11893687570541, 0.576235369585198, 0.423704740701325, -0.415914151728902,
-3.60084899535513, 0.0504617258525464, 3.16206757925324, 0.681971389456315,
0.896988364495588, 0.504872215091901, -0.37601241401477, 1.09530957682997,
1.25818714969688, -0.714053243548562, -2.49843091911011, -0.197935328148802,
NA, 0.880464923020163, -2.03835919146247, -2.10693418246244,
0.0301838196897108, -0.684387986296198, -2.28463114093165, -0.707172397363554,
1.99626400975452, -2.02131463301978, 0.970286333666781, -0.401931466987104,
-2.33555371835443, -1.57854614804229, 2.34275702882787, 0.664188918355624,
1.34422932164915, 1.74366439131974, 1.25348565590109, -0.142520222849285,
0.464949332525855, NA, 0.393550979329582, 0.93554057363816, 0.817480018567984,
0.616387862727663, -0.6720880053388, -1.14582876137135, 1.37994450607728,
NA, 1.10581769571052, NA, 1.05830900000692, -0.506442499747184,
-1.72136087234334, 1.74544721272563, -0.0370583116768408, -1.39781503134451,
0.0676335788913462, 1.14654029862615, 0.507436687111884, 1.82134392381945,
0.713946622009676, 1.29195677320411, -0.275955559365659, -0.931388940011502,
1.13086538067284, 1.14812636189043, -0.578607315626556, -0.116832783111320,
0.436539137790781, -1.07800551043615, NA, 2.02688965729907, -0.423218696149341,
0.99359791781275, 0.516038964367205, NA, 1.65758345567744, 0.727401591816168,
-0.156781700719666, 0.486769625625527, -0.133926291888109, -1.35967082803523,
-0.702615841632159, -0.00526200394777021, NA, -0.141287862152861,
-0.705889457153841, 2.17084078673269, 1.04301163846232, -0.584271325036045,
0.827000336695516, 1.10630622127594, 1.43170718897405, -0.276973612794951,
0.890293048315893, -0.989518592737504, -0.138070404153368, -0.908935599865401,
2.01486352578151, 0.652766600211585, -0.369876272772096, 0.616253089173568,
0.448202177302548, -0.779048949783778, 0.153979913696922, -0.0198550581412604,
-1.33599628350858, NA, 0.981576570222664, 0.502769571959583,
0.369710378747889, -0.394297116785403, 0.56886136240113, 0.236073797190706,
1.56187627579225, 0.879855209065106, -0.106382144185524, 1.35854718551727,
-0.238498826413824, -2.09865627587842, 0.397067350596636, 1.73614371853237,
0.587173164561428, -0.228196410372483, 0.973232325426743, 0.230627051523946,
0.972360231308222, -0.10263559904935, -0.681284305884056, 0.215806351385694,
1.00047563844576, 1.26792024953879, 0.100802668522171, 0.874361780757305,
1.91201944757289, -0.480833587845808, 2.05800001694154, 0.283190609659556,
0.793535808802126, -1.61078464427007, 0.682222384247133, -2.87110827715367,
-1.02595502541938, 2.35291071348929, 2.67758047773654, 0.503265190813629,
1.05917846167678, -0.0125934891826773, -0.678187646994211, -2.46035044413713,
2.65318195934441, -1.34914310931809, 0.00712611078554914, NA,
1.33604293620486, 0.795617274789961, 0.388595299956762, 0.425308510669709,
0.793795199924041, 0.739175438896389, 0.901702475948696, -1.42719684032926,
-1.38756970442504, -4.11353954971023, 0.579257979773828, 3.12385704921034,
-7.01312359631547, -4.2804689973222, -5.23328823437872, 3.7579851529717,
-2.65419625113275, 1.97519630039054, 0.99886541198977, NA, -0.92497768956239,
-3.65269534434169, -3.60704079530167, 4.26587739887774, -2.44609445369051,
-2.66561521205864, -2.65118369339525, -4.8749087560239, 5.07921318820062,
-3.17048076922548, -4.17512363543615, -1.15180367402035, 6.11428352426113,
3.2186848168279, 0.914380644370016, -1.92453414897678, 2.14883586877637,
2.40963299297245, 1.58845235047185, NA, -3.57425216295395, 1.32476855816348,
-0.04527504667724, 0.561968363042631, 4.25457157042874, 0.724623541281666,
NA, 1.84513777475654, -1.28120112481405, -2.58508518397669, 2.12782540084540,
-0.826127434427448, 2.52704728139701, -0.835799498757872, -1.46045995682673,
-3.77803499148701, -0.463241513596735, -2.05528292927486, 3.03257061179103,
-2.61574384180534, 1.37756463243299, 1.81375121501475, 2.2648980961268,
1.46819738319994, -0.806436742274919, 0.395282631356686, 0.146240687325161,
1.08375600620327, 0.247956059935639, -0.416225519424707, -0.810706337410494,
1.92667231037689, 1.30510589122075, 0.168848951040168, 0.436150635156451,
1.17649308790355, 1.28803801975117, -0.0640839372447743, 0.0849396160237603,
0.275185179793347, -0.0416010465691841, -0.859655464198639, 1.03189010217335,
0.460308523289044, 0.446439179396485, 0.720692168405002, 0.13564663947907,
-0.480696399918301, 0.629258867162008, NA, -0.0892009382083003,
0.100704943052676, -0.654954878847924, 0.488017139502084, -3.08027160560869,
0.703076437663697, 1.88917802844291, 0.492338007132886, 0.201433120396288,
0.405947755654346, -1.01869918807331, 1.30602489982063, 1.42437408886309,
-0.253624855910495, -0.582951774685014, 1.36150485145219, 0.211157880459822,
-0.211157880459822, 0.465074893986106, -0.525287600686042, -1.53144511331220,
1.39969094189443, 0.134555566512873, NA, 0.109271255724330, -0.350651167188509,
1.74108805058015, 1.50747671135534, 1.2946126759525, -0.240625473176337,
-0.117161474014971, -0.889231610495678, -0.0258339963229659,
NA, -0.71382168836589, 0.552159933702079, 1.66650299364903, 0.792444663910885,
-0.665497850932795, 0.61109341231198, 0.639038988775731, 0.372537964339159,
0.102434805269347, -0.27602541184617, -0.566259655523815, 0.50437805805732,
1.00509943718805, 0.623905318815154, 0.185121708865132, 0.268657649126425,
0.0141877817640079, -0.622281153947846, 0.086911971432535, 1.59758491454056,
0.927226254451163, NA, 0.136772940283691, 0.455823258380406,
-1.19509954660195, 0.164332293875091, 0.667286528437039, 1.08400100705239,
0.0850148827240105, 0.367979958063991, 0.00498026569815124, -0.0149415412476372,
-1.33755684238839, -2.88056785403921, -3.505328219949, 1.29109931544509,
2.04653414758891, 1.17957315281370, 1.02592554346863, -2.49344490210266,
-0.430203800451956, 0.469340191271783, 0.977339650503595, 1.77559982897186,
0.852843224727806, -0.093142691257242, -0.104574184748429, 1.02837696787201,
0.414620619005035, -0.879842438040157, -0.13547078161249, -1.26315341586150,
-0.560882563600629, -1.57442988345640, 2.36005589617125, 2.75700101850962,
NA, 0.0514775287445701, -0.0993018305322835, 0.79653466162064,
-0.461021403921258, 0.300271201857427, -0.890004711791192, 0.5836210778563,
1.40334438621448, -0.562128617656832, -1.01741433113887, 1.32606962692670,
1.11289862320056, 0.758440802636784, -0.462476675098777, 0.673387222972543,
-0.0201239398618824, -0.856047459097908, -3.13158495545736, -0.339387084744658,
0.0630279382923149, 2.41916768669483, NA, -1.39275660006160,
-0.262094589366235, -1.38150226970932, -2.53305016419052, 0.0774018399374299,
-1.22769826444262, -3.89095055162194, 1.74423796089602, -2.24075600104410,
-4.11518716021, 2.18892474013259, -0.790941301503523, 3.64931879788131,
-1.16718016321542, 0.445482850359014, 0.95801616105362, -3.49350456150894,
0.068637009022865, -0.966617428139749, 1.93077648468325, 0.507016608402644,
1.79443716582153, 2.91495617059034, -0.383872669089946, -1.0701833683612,
-1.55258657196331, 0.978947388270512, 0.615515779214171, -5.04322071136425,
1.55787019318971, 1.14765736541873, 0.500986318873586, 2.40943786630723,
0.120910352564074, 0.376096308857221, -0.852783848651839, 2.25897668546331,
2.42108992384846, -0.71015389158422, 0.666539911989616, -0.348347575777375,
2.12600196652772, 0.0379499677082507, 1.37842681388456, 0.6137868133969,
0.252841605493259, -2.28422963280561, 0.107692694648343, 1.52817417844346,
-0.810338001353195, -0.150695781085552, -0.834137088560816, 0.0563981231923805,
-0.306895565016951, 0.241912329630445, 1.40424548518983, -0.33920513225798,
1.22178513654987, 1.15846596809153, -0.119752683550622, 1.09494451176548,
0.402858022302865, -0.748452046842729, -0.977395339836384, 1.02330821213990,
NA, 0.858504886857325, -1.02073952778756, 1.08011745840670, 0.0290939562267667,
-0.700601877854012, 0.411614646192682, -2.03710966406998, -0.447614963590759,
-0.828883356981436, 0.0144742238450846, 0.231303110063763, -1.01957161752431,
1.37511900596063, 0.0347661381319142, -0.585440240130097, 1.60742093244952,
0.811778130176499, 0.44034570716569, -0.360352290592836, 0.172708570854141,
0.615559397669507, -0.50879385519611, 0.422422945149847, 0.844161612127792,
-0.105421085869217, 1.01023773854365, NA, -0.122801495936109,
0.707193866013966, 0.784852255546653, -0.302534379150821, -0.429878294710839,
1.33587396342669, 1.30494438943352, 0.168576126516484, -0.341884469807496,
0.0622478149997718, 1.38056520564458, 0.0865454718985248, 1.16055040034464,
0.0303027025834623, -0.696027002467581, 0.67546545573407, -3.85265517839635,
-0.115922468736684, 1.98024064895979, -4.12466773890738, 0.241318404438573,
1.03222008311228, -1.41976175158565, 0.387541668473368, 2.39849564469861,
-1.32879579170506, -1.59906343769549, 0.925698582316947, -0.0789126112417549,
-4.48325124446161, -1.70277988408412, 2.42885056589515, -3.23907625097064,
1.90208759505204, -0.924039907801166, 1.81098494290062, 2.64829583185158,
0.419793503202648, 0.8894067846148, 1.20846014405114, 1.16491296258765,
0.240525916546197, 0.100513745339903, -0.075934387407628, 0.950593352942875,
-0.201592872959822, -0.0365961178930618, -0.239869519447389,
-0.00444745883392272, 0.711297288658308, -0.242070650265269,
-0.518161744746948, 1.14039185849037, NA, NA, NA, NA, NA, NA,
NA, NA, NA, NA, NA, NA, NA, NA, NA, 0.0215480604399029, 0.0450545406845387,
-0.0097811777855562, -0.143639946951427, 0.0875631852620824,
0.0148644262594211, 0.0107836643629903, -0.00892510025956332,
0.0329242943286921, -0.0986686824358028, -0.0477787107998684,
0.0331568388868437, -0.00812392026549398, 0.0252640549352183,
NA, 0.108036476749127, -0.0634759104667985, 0.118297164097510,
-0.108814159251155, 0.198087410431917, 0.00892115660841937, -0.136595272326439,
0.0362071718060614, 0.145931115133048, -0.00388093427731195,
-0.042849027809294, 0.209789471280652, 0.0259065579738139, -0.124147529373361,
-0.0661278065040234, 0.0342989938247859, 0.0669454402909462,
-0.133532396269777, 0.064903238511181, -0.0269218330405392, 0.116702084287253,
-0.0435045163401631, -0.0991691831357048, -0.129770467477998,
-0.660330854157202, -0.150594935044028, -0.142963453924139, -0.650089199335012,
-0.996508899901656, 0.155286191361053, -1.50113503830787, 0.0155183630925027,
0.794590614778046, -0.0383108598475318, 0.149676341442715, -0.159932202730844,
0.0942324900153216, 0.630686994887338, 0.151040092016691, 0.73485055354504,
-0.164832065268984, NA, 0.170002697501813, 0.248616414843526,
0.399547871587856, 0.0117415223543347, -0.363395163319953, 0.257179354612224,
0.0315443749668344, 0.421538889355979, 0.265202564984030, 0.770318679756383,
-0.396977471610795, -0.353313402602299, 0.157363636366874, 0.00963895346643505,
0.521809506926717, 0.923324910817012, 0.0351632121358139, -0.0857246912409149,
0.658550698126126, -0.199134954300284, -0.178434857227132, -0.772668631943642,
0.110107016061317, 0.0439116529846894, 0.147267243340602, 0.0511755292022819,
0.172755355938011, -0.0984844043259019, 0.0379894816780273, NA,
-0.0369013385599467, -0.112060817211703, -0.429977049787286,
-0.318202897207436, 0.0676918857261208, -0.0436311103673668,
-0.248559592581272, 0.266764513746230, 0.132830540820641, 0.607934563853193,
0.113396375018342, -0.0682626962791427, NA, 0.362130261901542,
0.498992251440825, 0.710178641218423, -1.02281102058544, 0.284786198568313,
-0.0159244611171531, 0.311516189346794, 0.091327100164235, -0.0910212214619906,
-0.311316802403547, -0.212824920687443, NA, 0.526344135308319,
-0.399121975752747, -0.300878749064886, -0.235841400613119, 0.121197350110029,
0.399861888846783, 0.228727680863980, 0.245526639355523, -0.179609987397636,
0.292279445851899, 0.0179682164573923, 0.0528045330750886, 0.344782244780412,
0.0908376337737458, -0.103948278416969, 0.00321979619970101,
0.0723777397536565, 0.312328861498731, -0.151623119370967, -0.128708326312884,
-0.0118399237151609, 0.0536672665834157, -0.0625657735988502,
-0.0448881367920769, 0.120827152664609, -0.127285582998535, -0.0384048451445063,
-0.214939611589802, NA, 0.188909596461563, -0.0619873508300204,
-0.00332058494070105, -0.139551189443423, 0.0062232514640362,
0.00648503911997132, 0.108386587307778, 0.122471993999502, 0.0243240545302113,
-0.156366519895287, 0.186432597957261, 0.00653316538768363, -0.00257507955677867,
-0.0647950954807347, 0.0348388206285969, NA, 0.0575094562863068,
0.0389231969837813, -0.111161798861276, -0.0771449691946354,
-0.188722961211363, -0.726469680114619, -0.115827395211509, 0.0217137970420109,
0.0524621797235506, 0.238976259112842, -0.0704415521844467, 0.0398864780183458,
0.0706365465949058, 0.0342937770737151, 0.148447169386917, 0.300677708970555,
-0.183022099865766, -0.126669249003675, -0.0807614635179992,
-0.00357818365723634, -0.00947897083182712, 0.00569348256185222,
-0.00328484256093993, -0.0585098218390527, NA, NA, 0.162909339698760,
-0.0295924344151776, 0.0721535127070708, -0.0607511896877285,
0.0397206721515591, -0.298851484489789, -0.077952317055305, -0.108567302884637,
0.193818189023217, -0.200257608490500, -0.0856531057259725, -0.460329568565934,
0.101955884950928, 0.11599891004572, -0.111353751295791, -0.523936450197407,
0.0476162011212483, -0.0460076581257482, 0.166569402809280, 0.0429150892569871,
NA, -0.170942391068689, -0.0390686231759791, -0.0421815155402829,
0.0901807866527947, 0.0528122717897119, -0.072815253475233, 0.120762478850076,
-0.106974431189336, NA, -0.55682350836833, -0.465020960949508,
-0.427686336342335, -0.478964405015758, -0.226684015596032, -1.06663055145171,
0.236354297457608, 1.32629995939518, 0.0593092815793769, 0.987473183999183,
-0.702349671860612, -0.247185475585350, -0.445738040707069, -0.296945632411167,
0.187951949762820, 0.0969364544407282, -0.402622604362067, 0.55836378090875,
-0.346709003774619, 0.0324482833831762, 0.108460303535541, -0.269018734000394,
0.0301154762365627, 0.0363219580436213, -0.799255580950445, 0.237937944620279,
0.257651308438660, 0.300773091557258, 0.427922080576133, -0.166260570014789,
0.441223603243575, -0.234605534694186, -0.430541046184671, -0.105177388341605,
0.0706651291763439, NA, 0.0749592680376764, 0.163311031246092,
0.275286031627139, 0.0823693443825621, -0.0309998358268593, -0.0399326463266263,
-0.0222035044030213, -0.139341891504468, 0.105189510333565, -0.835481887656998,
0.0669342122085518, 0.072945859410741, 0.119153258281946, 0.458719179136063,
0.188831415840819, 0.132226291105969, 0.135319796705926, -0.194157097019369,
0.132678772646965, -0.171266035055181, 0.0521421151871688, 0.146842703040089,
NA, -0.124799074469751, -0.0457072323767002, -0.0887081803969628,
0.0502823817449778, -0.117464569037428, 0.0133776439423929, 0.0226640060725827,
0.0144469199318884, 0.144127162587012, -0.120900096431538, -0.00298510947277842,
-0.0626475290562371, -0.168815218658744, -0.0503576094878436,
-0.00753906415885897, 0.0503957509724353, 0.122749122068215,
0.141767673632184, 0.307988079072880, -0.108381623546509, 0.00380226901377257,
0.0950163664935514, -0.0147157887277072, 0.100963786800817, 0.0931998805499932,
-0.00444114679291086, -0.123643384145393, -0.00812444723168467,
0.122415811872478, 0.0201273530763307, 0.0539293825426082, -0.0651050806779854,
-0.0430568945945006, -0.132924442970905, 0.0226088903143529,
0.0569717222413637, 0.143866170749893, -0.169412097652653, 0.219166646358588,
-0.250199640122032, 0.23217211448509, -0.0763940471578678, -0.095986662547183,
-0.0488354321500402, 0.0558764899437629, 0.164579644567371, -0.389304934152368,
-0.0945429462260265, 0.239431570600245, -0.360677142668695, -0.152670816892248,
0.0498210900005705, 0.250867516775867, -0.169290701285369, -0.330426267809605,
0.208264358588047, 0.153756849823857, 0.067365445037574, 0.0892498387655946,
0.10431790528775, 0.0763234042664989, -0.246440302191897, 0.256082822037568,
0.0149786733962133, -0.0523927905919244, 0.0612073142864014,
-0.0571491602794391, NA, 0.501055784573006, 0.229672268035666,
-0.173399282441709, -0.313729681328153, NA, 0.159736602658083,
-0.146409450503381, -0.157100249365204, -0.0260757909010887,
0.0626058471757513, 0.298866416695212, -0.00313503858630361,
-0.0324264790613468, -0.00522530271717759, -0.169582687760088,
0.0361506139588292, -0.0426465407195846, -0.101132303252026,
0.149470691004622, 0.0110693885324422, -0.102619746079023, 0.0529091170671839,
0.082024287196355, 0.014615367328168, -0.115134805111955, NA,
0.230819945865927, -0.203872830372242, 0.337396189659402, -0.183168208613988,
0.0242873387565293, -0.145177183620486, 0.0406592072092585, 0.0123052601401906,
-0.00126531126149143, 0.00141612876851697, 0.07609608495733,
-0.0553916509215573, -0.910911634562811, 0.740880820265677, 0.142968841426285,
-0.068549250358202, -0.137949569993533, 0.253843214050749, -0.087160682481068,
0.163403309337344, -0.227603861863335, 0.227587538337867, -0.0473956703234576,
0.105484326080139, 0.050148998880344, 0.288097672797037, -0.187192509059253,
-0.0228306800044756, -0.0136321040334612, 0.0520021769467841,
0.0599307345594724, 0.0500625275304173, 0.155074613731469, 0.0200898021671206,
0.267332898560532, -0.190874457505412, -0.0093756262683665, 0.564392148639021,
0.272804304918112, 0.0861921734687563, -0.093361537929065, -0.186663798347023,
NA, -0.131133065518410, -0.0792768657766636, -0.0981672876613312,
-0.0199820913464844, 0.181315950106945, 0.0593853039029883, 0.0221518524648312,
-0.0291978242486069, -0.0456915585373405, -0.0296207752876524,
0.0692384388460129, -0.0966787222382418, 0.0331682699913485,
0.153981888027581, 0.251991266225422, 0.0651963134418311, -0.0461849280980817,
-0.0408611347191918, 0.142579125059740, 0.217654110106533, 0.258466041002364,
-0.0565206889906616, 0.291490125738700, NA, 1.08976241875837,
0.372813669201919, -0.253564466704174, 0.0711151273599847, 0.474253695626512,
0.082198938717215, -0.00456307950761673, -0.276581857368012,
0.216763590610519, -0.353587517909472, 0.0738499444029101, -0.202029899219058,
0.125621377774448, 0.0642519454202715, -0.101173940008376, 0.346180598807765,
0.809847578227387, -0.180337870963217, 0.0512615049922696, -0.115351563210036,
NA, -0.158602928585787, 0.202362763625476, -0.121844672859035,
0.029029398107906, 0.0683934105157127, 0.173633735542828, -0.138831785657324,
NA, 0.142602016048682, NA, 0.0918672061631253, -0.0516229383087061,
0.0592244562932556, 0.24967138751243, 0.306161942128541, 0.373377810260632,
-0.297491872323078, 0.0934377667074012, -0.000601577289884045,
-0.173317567609818, -0.289958154254394, 0.0229416665451713, -0.857870472738578,
-0.769303303370293, -0.259565213689548, -0.554398290295497, 0.406192672514563,
0.125197314457615, -0.00202102043303347, 0.0663250807967666,
NA, 0.183774381730218, -0.268543157359743, 0.143030735776046,
-0.403320762288067, NA, -0.0127300500573784, -0.338150833233272,
-0.178578489869112, -0.6314896243138, -0.201439183347135, -0.216277205603601,
0.301953811214434, 0.284938840608432, NA, 0.42299555039349, 0.179005752179132,
-0.237447634111801, -0.134567763451784, 0.0046594624052815, 0.164520896476391,
-0.198686576870727, 0.061970978782327, 0.185365860270810, -0.0955651583419071,
0.375693761688511, 0.0698311581987701, -0.079811151653877, 0.000876509353786623,
0.0201794797866818, 0.0660248721001707, 0.0204582678380781, 0.122767341990233,
-0.0227633051967858, 0.0328941706302449, 0.236154121648310, 0.189261411119498,
NA, 0.0820370013594387, 0.382596070041201, -0.397698804230018,
-0.0200442798639937, 0.102937325271377, -0.463241872037151, 0.268622959105924,
-0.354534133244552, -0.23294571571626, 0.24638338855021, 0.148601503819435,
0.253175581209283, -0.0770915411608663, -0.0164215448348081,
0.178099654294169, 6.10133438240373e-05, 0.385360245201532, -0.052102670668499,
0.0131363365049380, 0.0940034014420432, 0.201221954822352, 0.156059503885307,
0.1316222024339, 0.164432835086153, -0.179120543129111, 0.0849112460656787,
-0.194333189364437, 0.0265601494156332, -0.228872621012541, 0.400571346033691,
-0.34122822047836, -0.0179932235629495, 0.404958158775706, 0.960638698007952,
-0.0953075246229358, -0.0522862889332412, 0.172908277757732,
-0.0979651904191065, 0.0173463360896002, -0.032042158450019,
-0.474462110873125, 0.0830831829292418, 0.338838523264561, -0.387892969020387,
0.053411279542306, NA, 0.0405424188321991, -0.0744455378361197,
0.0260614337285264, 0.105088866724811, -0.0990556292369036, 0.103247975985299,
-0.0281357645398652, 0.120566095021582, 0.0597563099335758, 1.06924170652657,
-0.680944811676118, -0.741019252195192, 1.18349727320214, 0.230128265356805,
0.135690027168677, -0.0335845308747086, 0.364523329250852, 0.463558663457625,
0.173489390042123, NA, 0.58338201284551, 0.252779918443671, -0.119018097903873,
-1.18786208051565, 0.0387729158218087, 0.172087280113553, 0.0676515918122156,
0.00957217481272744, -0.103560747608970, -0.201256091952410,
0.251986281703188, -0.801846949540907, 0.656751052673645, -0.386072118287491,
0.200375280883143, 0.144732049020440, 0.185386397519672, 0.338274168565841,
0.119117022867732, NA, 0.343010819402515, 0.0811220940254972,
0.0725222749431198, -0.233823046049996, -0.596355940242339, 0.0666116539845051,
NA, -0.0531135358540284, 0.149619104524437, -0.268524708120675,
0.301635641918625, 0.126161381518767, 0.179632646882190, 0.104650451441826,
0.0611411652446477, 0.939525034134437, 0.024199163838535, 0.445705601524963,
-0.0561905526567767, -0.268936170854552, 0.326626388591064, -0.148573470162606,
-0.239065548821437, -0.316316143608032, -0.0366740082464152,
-0.0697534671194636, 0.0348825374074728, 0.169903106935159, -0.298870657788307,
-0.130554104805909, 0.188493965093702, -0.0834302686728714, -0.133170634219318,
-0.210825689615793, 0.407048359381294, 0.114684868342114, 0.0596575812204794,
-0.23273526891457, 0.068689813211365, 0.0153378406088617, 0.0921212901253567,
0.0203021285575297, -0.0117330639070636, -0.0368524835633004,
0.177639099569138, -0.0367656990036152, -0.158133076756341, 0.0785082448598898,
-0.0940075559941502, NA, -0.396234146115646, -0.119640770260517,
0.00640562896985814, -0.168408225212885, 0.295905245389656, 0.205325081415002,
-0.128930019827783, -0.102849643957853, -0.380538628886539, 0.27240738324858,
-0.00546533743971395, -0.55365928404043, -0.173172932664145,
0.140413321497733, 0.147067965421611, -0.0806555368328288, -0.0186997280856244,
0.0558463647649072, 0.402313681708792, -0.591027919583741, -0.0598704016513389,
-0.183902019893092, -0.341470104408491, NA, 0.530005915558011,
-0.135993514516981, -0.0499976822735443, -0.386742081536344,
0.0586458163317606, -0.347654329577446, 0.206522935568492, -0.189081776153654,
-0.00745383052155812, NA, 0.312649133876660, -0.260652362555274,
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m <- dyn$lm(rj ~ rM1 + rM2 + lag(rM2,-1:-4), data=dataset)
model.matrix.dyn <- function(object, ...) model.matrix(terms(object), model.frame(object), ...)
cov1 <- vcovHAC(m)
print(vcovHAC(m), digits=2)
# Checking
rj <- as.numeric(dataset[,"rj"])
rM1 <- as.numeric(dataset[,"rM1"])
rM2 <- as.numeric(dataset[,"rM2"])
Lag <- function(x, k = 1) lag(x, -k)
Lag <- function(x) c(NA, head(x, -1))
l1 <- Lag(rM2)
l2 <- Lag(l1)
l3 <- Lag(l2)
l4 <- Lag(l3)
m <- lm(rj ~ rM1 + rM2 + l1 + l2 + l3 + l4)
cov2 <- vcovHAC(m)
print(vcovHAC(m), digits=2)
all.equal(as.numeric(cov1),as.numeric(cov2))
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