options(scipen = 9999999)
load("C:/Users/moises/Desktop/Guia 1 Archivos/modelo_ventas.RData")
matiz_l<-model.matrix(modelo_ventas)
ademir_matriz<-t(matiz_l)%*%matiz_l
matiz_a<-solve(ademir_matriz)%*%t(matiz_l)
print(matiz_a)## 1 2 3 4
## (Intercept) -0.01128647020 0.014103779728 0.03506391877 0.00042833810
## tv -0.00006704103 0.000030949142 -0.00061201930 -0.00021206420
## periodico 0.00139818182 -0.001907246902 -0.00254688165 0.00022932432
## radio -0.00058002134 0.000648666541 -0.00010932839 -0.00018997103
## tv:radio 0.00001481990 0.000001945347 0.00003260788 0.00001485919
## 5 6 7 8
## (Intercept) -0.02802264005 0.04966825571 0.006721406058 0.013685771163
## tv 0.00156830834 -0.00096215598 0.000111663780 -0.000326611039
## periodico 0.00023142788 -0.00327078177 -0.001147087178 0.000018738210
## radio 0.00061595623 -0.00033083611 0.000772490837 -0.000100744979
## tv:radio -0.00003937064 0.00004642785 -0.000008511094 0.000004091601
## 9 10 11 12
## (Intercept) 0.06237349027 0.019005753345 0.0190774881507 0.00360558894
## tv -0.00140215257 -0.000194663316 0.0000131809233 -0.00039756395
## periodico -0.00123590258 0.000225171010 -0.0005248899956 0.00094786986
## radio -0.00131344307 -0.000735913630 -0.0003341352189 -0.00006782492
## tv:radio 0.00004044251 0.000007159682 0.0000007922246 0.00000221642
## 13 14 15 16
## (Intercept) 0.014899113818 0.03634139729 -0.011844700457 -0.00371574112
## tv 0.000213286058 -0.00085844430 0.000196044767 -0.00048543648
## periodico -0.002038352833 -0.00023578263 0.000811932802 0.00097903989
## radio 0.000336815220 -0.00089476990 0.000067852348 -0.00029853987
## tv:radio 0.000005251734 0.00002304953 -0.000002557309 0.00002032708
## 17 18 19 20
## (Intercept) 0.01533281090 -0.01698619508 0.013579431193 0.003694513315
## tv 0.00003888414 -0.00013321239 -0.000102411708 -0.000053437811
## periodico -0.00123652539 0.00195099121 -0.000580428810 0.000138506238
## radio -0.00083378557 -0.00044690226 0.000145541883 0.000151937838
## tv:radio 0.00003057413 0.00001102821 -0.000000845325 -0.000003078161
## 21 22 23 24
## (Intercept) -0.015735702231 0.010614027039 0.0039565024 -0.001153283948
## tv 0.000494790312 -0.000052925056 0.0010010281 0.000090362439
## periodico 0.000793792331 0.000598233661 -0.0020168690 0.000758430507
## radio 0.000066848849 -0.000626475545 0.0008051669 -0.000180595683
## tv:radio -0.000008570347 0.000002653757 -0.0000242403 -0.000003687696
## 25 26 27 28
## (Intercept) 0.020932126859 0.017662003516 0.001906479731 0.000459166814
## tv -0.000212519874 -0.000294160295 -0.000060899474 -0.000027522912
## periodico -0.000575150168 0.000571758575 -0.000044632121 0.000892483305
## radio -0.000222315654 -0.000842174697 0.000474802108 -0.000270548547
## tv:radio 0.000004605371 0.000009579634 -0.000006627237 -0.000001017345
## 29 30 31 32
## (Intercept) -0.009229296933 -0.00074255704 -0.020737133237 -0.00169324433
## tv 0.000025600123 0.00064847607 0.000302455839 0.00053023898
## periodico 0.001140034360 -0.00063161328 0.001724818959 -0.00031085451
## radio 0.000072298919 0.00034965909 -0.000097870752 0.00025494172
## tv:radio -0.000005118001 -0.00001618543 -0.000006563958 -0.00001343427
## 33 34 35 36
## (Intercept) 0.008864197705 0.01027581678 0.04236431872 0.03033028408
## tv 0.000349355310 -0.00066871791 -0.00106304463 -0.00092566223
## periodico -0.000041683492 0.00119509517 0.00006961331 0.00082003595
## radio -0.000335141773 -0.00044960780 -0.00136411967 -0.00130298655
## tv:radio -0.000007465636 0.00001074002 0.00003137340 0.00002639173
## 37 38 39 40
## (Intercept) -0.03691371138 0.01189641422 0.008312017572 -0.016421791419
## tv 0.00035119573 -0.00034519692 0.000282477316 0.000055370346
## periodico 0.00199878941 -0.00124947589 -0.001302070784 0.001259943073
## radio 0.00110703560 0.00045954540 0.000562172245 0.000254407845
## tv:radio -0.00002740139 0.00001270793 -0.000008200132 -0.000004675563
## 41 42 43 44
## (Intercept) -0.007098668942 -0.006645942619 -0.007827522911 0.00562418953
## tv 0.000222581337 0.000155364334 -0.000299207325 0.00010847218
## periodico 0.000747334684 0.000268389768 0.001648736739 0.00051002693
## radio 0.000029797138 0.000282618270 0.000056961391 -0.00039368776
## tv:radio -0.000007123256 -0.000004170304 -0.000003001041 -0.00000234203
## 45 46 47 48
## (Intercept) 0.00884005605 -0.002874908479 0.00100977476 -0.02451539730
## tv 0.00046057305 0.000228756456 0.00056234506 0.00014158543
## periodico -0.00171033165 0.000265781998 -0.00025382772 0.00152356607
## radio 0.00063601703 0.000136973068 0.00008691167 0.00066324823
## tv:radio -0.00001057989 -0.000007309017 -0.00001413098 -0.00001407076
## 49 50 51 52
## (Intercept) -0.01878764724 0.00272615988 -0.00178738864 0.03598768964
## tv 0.00095991001 0.00058696509 0.00060244753 -0.00096600682
## periodico 0.00053544810 -0.00060557497 0.00034275541 -0.00005860236
## radio 0.00026402722 0.00021734621 -0.00018745312 -0.00090579432
## tv:radio -0.00002327068 -0.00001482293 -0.00001462919 0.00002476176
## 53 54 55 56
## (Intercept) -0.015681810129 0.00074396845 -0.011168389305 0.00002541883
## tv -0.000067159493 -0.00051349075 -0.000062236867 -0.00074494491
## periodico 0.001345269333 0.00072784252 0.001418155003 0.00125889173
## radio 0.000103698401 -0.00043431222 0.000114865241 -0.00068987402
## tv:radio 0.000001767024 0.00002405979 -0.000005442162 0.00003168547
## 57 58 59 60
## (Intercept) 0.01831083030 0.010653820682 -0.015790159420 -0.005853894390
## tv 0.00037974671 -0.000185452442 -0.000211903555 -0.000115582009
## periodico -0.00266494448 0.000025266826 0.001251591776 0.000891572787
## radio 0.00085114752 -0.000065272194 0.000267070291 0.000307153563
## tv:radio -0.00000890655 0.000001426743 0.000004245123 -0.000006380628
## 61 62 63 64
## (Intercept) 0.024987561800 -0.01302879544 -0.002445181178 0.004949872745
## tv -0.000173057706 -0.00028160660 0.000128664831 -0.000096027177
## periodico -0.000434643049 0.00173643412 0.000887450274 -0.000331339214
## radio -0.000610378781 -0.00043427213 -0.000232545627 0.000581957346
## tv:radio 0.000006783625 0.00001501912 -0.000004268503 -0.000007163908
## 65 66 67 68
## (Intercept) -0.00821712853 0.04273553577 0.0229473149842 0.01820829672
## tv 0.00006580937 -0.00110033999 -0.0003618915503 -0.00052137470
## periodico 0.00001079112 -0.00041586509 -0.0012710528427 0.00037421605
## radio 0.00072776383 -0.00093213639 0.0004476366163 -0.00050459832
## tv:radio -0.00000712428 0.00002837397 0.0000006298279 0.00001117128
## 69 70 71 72
## (Intercept) -0.00587330896 -0.019410327467 -0.010929740347 0.001720050399
## tv -0.00015525538 0.000059280863 0.000208663285 0.000322859874
## periodico 0.00114264022 0.001140588393 0.000751392556 0.000022233140
## radio 0.00012267595 0.000570942606 0.000152655637 0.000009188374
## tv:radio -0.00000395234 -0.000008096259 -0.000005496981 -0.000008621258
## 73 74 75 76
## (Intercept) 0.014155913033 0.004183081585 0.000096498081 0.04133114660
## tv 0.000108055467 0.000387042857 -0.000182478045 -0.00071691915
## periodico -0.001983762315 0.000107969277 0.000778771733 -0.00259939839
## radio 0.001013932711 -0.000213930377 0.000032463947 -0.00064778051
## tv:radio -0.000009976884 -0.000009149524 -0.000001450933 0.00004497655
## 77 78 79 80
## (Intercept) 0.029052219752 0.004019870279 0.02568587940 0.014215520541
## tv -0.000213088043 -0.000054586137 -0.00002185503 -0.000049182026
## periodico -0.000740382123 -0.000223275356 -0.00276030449 0.000039133548
## radio -0.000591894264 0.000460017434 0.00111509664 -0.000423521968
## tv:radio 0.000008015092 -0.000005969221 -0.00000879480 0.000001929415
## 81 82 83 84
## (Intercept) 0.008345104731 -0.0067821677 0.004921867503 0.005786401831
## tv 0.000056112718 0.0007153471 0.000298223994 -0.000016296534
## periodico -0.000802770542 0.0005249677 -0.000613853773 -0.001299317483
## radio 0.000474863427 -0.0001189448 0.000286351652 0.000828294453
## tv:radio -0.000005880627 -0.0000177861 -0.000008593964 -0.000001622635
## 85 86 87 88
## (Intercept) -0.015196826163 -0.02826803967 0.009478256801 0.00697422257
## tv -0.000019107862 0.00135194466 -0.000035948293 -0.00019524819
## periodico 0.001025333548 0.00045642150 -0.000779061930 -0.00042841743
## radio 0.000362986505 0.00046608800 0.000520009708 -0.00015610155
## tv:radio -0.000002475481 -0.00003065541 -0.000005520579 0.00001652708
## 89 90 91 92
## (Intercept) -0.01345947077 0.00933095016 0.0324700557 0.01006201929
## tv 0.00101277100 -0.00042350545 -0.0008446069 0.00055051470
## periodico -0.00055310023 -0.00060621191 0.0003259917 -0.00069641935
## radio 0.00040642574 0.00009972553 -0.0011152082 -0.00006211493
## tv:radio -0.00001719827 0.00001793239 0.0000238975 -0.00001293978
## 93 94 95 96
## (Intercept) -0.012561667584 -0.01359268266 0.0226058265 -0.008511490317
## tv 0.000232457597 0.00002954089 -0.0004968032 0.000309545708
## periodico 0.000875090545 0.00148757677 -0.0001259276 0.000288419189
## radio -0.000128556632 -0.00059940482 -0.0004127950 0.000113139890
## tv:radio 0.000001429484 0.00001306496 0.0000108430 -0.000003180198
## 97 98 99 100
## (Intercept) 0.03711720155 0.000973109872 -0.01776733122 -0.000306931148
## tv -0.00109143130 -0.000019982349 -0.00022920641 -0.000098468643
## periodico 0.00056483304 0.000543224560 0.00208921866 -0.000150663149
## radio -0.00139218359 -0.000039807925 -0.00039761456 0.000243435856
## tv:radio 0.00003115892 -0.000002490315 0.00001179114 0.000005777537
## 101 102 103 104
## (Intercept) -0.0225338310 -0.01477602943 0.006267206369 0.007047657756
## tv 0.0014546750 0.00002311872 -0.000136410903 -0.000186875718
## periodico 0.0002772215 0.00191700120 0.000964993794 0.000550081239
## radio 0.0004411293 -0.00122375976 -0.000580253503 -0.000256494905
## tv:radio -0.0000376632 0.00002504818 0.000003477592 0.000002322845
## 105 106 107 108
## (Intercept) -0.015584348939 0.00606196517 0.015896337611 0.021292700367
## tv 0.000008587482 -0.00051842974 0.000293954503 -0.000076845097
## periodico 0.001254319136 0.00016389592 -0.001228173794 -0.000183639474
## radio 0.000591893676 -0.00032987456 0.000150658879 -0.000650144117
## tv:radio -0.000013381956 0.00002443714 -0.000007469916 0.000004553308
## 109 110 111 112
## (Intercept) 0.0259081117932 -0.005860740324 -0.03061336840 -0.018733131894
## tv 0.0000990139053 -0.000268584134 0.00161850702 0.000081711294
## periodico -0.0011455106749 0.001438677829 0.00051166319 0.001331666756
## radio -0.0003291803759 0.000033869706 0.00056348576 0.000439565172
## tv:radio -0.0000002575464 -0.000002297405 -0.00004137368 -0.000009291272
## 113 114 115 116
## (Intercept) 0.02231473162 0.006912749678 0.00350450818 0.0057889554831
## tv -0.00078956888 -0.000340935519 -0.00003798319 0.0001746561394
## periodico 0.00054611658 0.000711647822 -0.00114787787 -0.0010782704889
## radio -0.00063433762 -0.000199410936 0.00087218898 0.0003540656623
## tv:radio 0.00001686494 0.000003836647 -0.00000186540 0.0000009186797
## 117 118 119 120
## (Intercept) 0.007621528529 0.03207311114 0.00348876480 0.023749714363
## tv 0.000084597739 -0.00061246798 0.00002447478 0.000002781209
## periodico -0.000008596092 0.00003257176 -0.00028204609 -0.001641919181
## radio -0.000112009007 -0.00105955721 -0.00037873008 0.000235882012
## tv:radio -0.000003007049 0.00001919778 0.00001640435 -0.000001574375
## 121 122 123 124
## (Intercept) -0.008371458679 0.00579076808 0.0246214091 -0.00227449922
## tv 0.000433253314 0.00077346417 -0.0005429257 0.00007232554
## periodico 0.000163710546 -0.00193425007 0.0005456834 -0.00029428162
## radio 0.000230048851 0.00073326798 -0.0010511815 0.00083239722
## tv:radio -0.000009110407 -0.00001741039 0.0000166963 -0.00001233571
## 125 126 127 128
## (Intercept) -0.016078222443 0.011484301170 0.024292095391 0.04260889135
## tv 0.000403387727 0.000102516148 0.000039115008 -0.00099042499
## periodico 0.000997828788 -0.000313829344 -0.002941077130 -0.00005357818
## radio -0.000299975517 -0.000121803519 0.000741096734 -0.00134594321
## tv:radio 0.000002109399 -0.000002888536 0.000004259761 0.00002996835
## 129 130 131 132
## (Intercept) -0.04184894876 -0.00340210494 0.02635875495 -0.01680636474
## tv 0.00060133947 0.00085499383 0.00030830294 0.00110001765
## periodico 0.00149779495 -0.00064927980 -0.00434810562 0.00066593110
## radio 0.00165705121 0.00038887607 0.00208020059 0.00008961022
## tv:radio -0.00003768111 -0.00002141744 -0.00002206911 -0.00002816220
## 133 134 135 136
## (Intercept) 0.02919608430 -0.012799174302 0.01695419897 -0.00456404857
## tv -0.00022524016 0.000167341441 -0.00004276786 0.00049170331
## periodico -0.00247706077 0.000947591304 -0.00176944627 -0.00200884389
## radio 0.00090330909 0.000048936950 0.00014621124 0.00205837354
## tv:radio -0.00000435789 -0.000002109586 0.00001305045 -0.00003052679
## 137 138 139 140
## (Intercept) 0.00778594521 -0.022596153125 0.014558760948 -0.02706944785
## tv 0.00023732597 0.000501127883 0.000030221347 0.00043062493
## periodico -0.00212530270 0.001495386134 -0.001362977777 0.00069016250
## radio 0.00155063090 -0.000139327979 0.000563911227 0.00150299208
## tv:radio -0.00001977492 -0.000006599755 -0.000005442513 -0.00003119953
## 141 142 143 144
## (Intercept) 0.020217704051 -0.0082726940 -0.014022424717 0.00168474054
## tv -0.000338761324 0.0001422678 0.000137252931 0.00056054532
## periodico -0.000472916959 0.0007072714 0.001111115544 -0.00007458885
## radio -0.000126687558 -0.0004324584 0.000110590807 -0.00006142670
## tv:radio 0.000005712816 0.0000109961 -0.000004031128 -0.00001374589
## 145 146 147 148
## (Intercept) -0.00198829800 0.03763194326 0.02629464036 -0.01543522339
## tv 0.00060063272 -0.00095187216 -0.00081254970 -0.00036412185
## periodico -0.00031062935 0.00025268846 0.00074360036 0.00173390852
## radio 0.00023599016 -0.00130077426 -0.00107440049 -0.00012045260
## tv:radio -0.00001515365 0.00002809328 0.00002194616 0.00001218465
## 149 150 151 152
## (Intercept) 0.00403254897 0.013338479273 -0.01215692775 -0.01696418130
## tv 0.00024965446 0.000027895532 0.00051576139 0.00122943937
## periodico -0.00181365109 -0.001219077194 0.00104733986 0.00004097211
## radio 0.00149714575 0.000528800275 -0.00010471182 0.00041295892
## tv:radio -0.00001947075 -0.000005332999 -0.00001315815 -0.00003126069
## 153 154 155 156
## (Intercept) 0.001417534822 -0.008470399675 0.007947807307 0.04992101740
## tv -0.000186653453 0.000013929832 -0.000357034184 -0.00074406765
## periodico 0.000739771135 0.000456080437 0.000603260782 -0.00226306936
## radio -0.000026698877 0.000326717452 -0.000156384232 -0.00023230271
## tv:radio -0.000000566054 -0.000001153531 0.000003807189 0.00001812879
## 157 158 159 160
## (Intercept) 0.00778287975 0.016044205762 0.0198020921866 -0.00083849089
## tv -0.00021113564 -0.000010068402 0.0001294379729 0.00037522400
## periodico -0.00077083109 0.000141570665 -0.0026390976690 -0.00007396010
## radio 0.00022254888 -0.000633397205 0.0008090011419 0.00015964400
## tv:radio 0.00001127609 0.000002441521 -0.0000006920975 -0.00001006745
## 161 162 163 164
## (Intercept) -0.001790463491 0.0046878588293 0.000641191193 -0.0113002582
## tv 0.000243976491 0.0001313245628 0.000075684680 0.0001188405
## periodico 0.000371379207 -0.0009227419417 0.000527587196 0.0003582426
## radio 0.000004212692 0.0003693030404 -0.000100996155 0.0009174504
## tv:radio -0.000007238300 0.0000007849008 -0.000003640183 -0.0000166088
## 165 166 167 168
## (Intercept) 0.02587324499 -0.07225833746 0.01468504348 0.016653514998
## tv -0.00069122946 0.00355381404 0.00016799347 -0.000278836159
## periodico -0.00003379496 0.00018304394 -0.00246725793 0.000531485509
## radio -0.00050191766 0.00189664307 0.00127380853 -0.000762066393
## tv:radio 0.00001503164 -0.00009459444 -0.00001194893 0.000008659777
## 169 170 171 172
## (Intercept) -0.0202275264 0.02145995752 0.024433979551 -0.01151738746
## tv 0.0007922543 -0.00082193713 -0.000215338084 0.00067982384
## periodico 0.0007450594 0.00106072925 -0.000878903608 0.00019398865
## radio 0.0001652481 -0.00099540350 -0.000200975390 0.00025915032
## tv:radio -0.0000160912 0.00002053574 0.000005026328 -0.00001576635
## 173 174 175 176
## (Intercept) 0.0235756400961 0.02514494140 0.02775837039 -0.021103947078
## tv -0.0001232980468 -0.00059562607 -0.00066961037 -0.000312707438
## periodico -0.0015784204846 0.00031894679 0.00047486399 0.002179846329
## radio 0.0003275548165 -0.00085657634 -0.00108649690 -0.000111475421
## tv:radio -0.0000003579651 0.00001637958 0.00001978627 0.000009318024
## 177 178 179 180
## (Intercept) -0.01266987581 -0.00181364734 0.012597917565 0.015766611551
## tv 0.00001151397 0.00056422607 -0.000052667635 -0.000302612184
## periodico 0.00133066382 0.00016722575 0.000560014361 0.000378948165
## radio 0.00016996396 -0.00005098358 -0.000713286259 -0.000567858400
## tv:radio -0.00000642050 -0.00001404644 0.000003337299 0.000007731302
## 181 182 183 184
## (Intercept) 0.0375360999 0.006249894866 0.01182661003 -0.01048364001
## tv -0.0009729864 0.000166421440 0.00031343971 -0.00052366780
## periodico 0.0002714128 0.000477573166 -0.00052064220 0.00227758259
## radio -0.0012900129 -0.000444787514 -0.00013754438 -0.00108855870
## tv:radio 0.0000283698 -0.000003254349 -0.00000715736 0.00003015597
## 185 186 187 188
## (Intercept) -0.00878542694 -0.02403900996 0.012112048659 -0.004594159372
## tv 0.00018271141 0.00018060293 0.000133139885 -0.000015963520
## periodico 0.00108395802 0.00115362937 0.000138903045 0.000616178833
## radio -0.00007791804 0.00087000126 -0.000505287750 0.000269956649
## tv:radio -0.00000628598 -0.00001563611 -0.000001664489 -0.000005867028
## 189 190 191 192
## (Intercept) 0.01849130882 0.0234202371995 0.00170359876 0.03410061697
## tv -0.00081441237 0.0000187047846 0.00032730615 -0.00080167299
## periodico 0.00112799685 -0.0013998890588 -0.00188675507 -0.00036176657
## radio -0.00084391921 0.0000586567527 0.00172810634 -0.00068749942
## tv:radio 0.00001843973 -0.0000008807575 -0.00002479561 0.00001995866
## 193 194 195 196
## (Intercept) 0.01595370696 -0.02143366996 -0.00858635415 0.03609474671
## tv 0.00044877998 0.00033114925 0.00008016567 -0.00059753273
## periodico -0.00121850007 0.00049794605 0.00023567381 -0.00062652493
## radio 0.00004599813 0.00134310708 0.00088908809 -0.00080528477
## tv:radio -0.00001048754 -0.00002656952 -0.00001558263 0.00001780196
## 197 198 199 200
## (Intercept) 0.03769835435 0.02808613397 -0.01282058462 0.0246735133
## tv -0.00090291732 -0.00085615088 -0.00037778479 -0.0007715129
## periodico -0.00008300596 0.00052741693 0.00213262423 0.0007233832
## radio -0.00107306292 -0.00096939133 -0.00084263918 -0.0009870685
## tv:radio 0.00002548349 0.00002210282 0.00002311277 0.0000202718matiz_p<-matiz_l%*%matiz_a
n<-nrow(matiz_l)
matiz_m<-diag(n)-matiz_p
print(matiz_m)## 1 2 3 4 5
## 1 0.96818540630 -0.0037034602 -0.0175878610 -0.02250872200 -0.00591785367
## 2 -0.00370346017 0.9753951951 -0.0344728495 -0.01212022083 0.00045970744
## 3 -0.01758786098 -0.0344728495 0.9323317795 -0.02641047331 0.01414708918
## 4 -0.02250872200 -0.0121202208 -0.0264104733 0.97968018529 0.00167762866
## 5 -0.00591785367 0.0004597074 0.0141470892 0.00167762866 0.95162753594
## 6 -0.01974128734 -0.0415471420 -0.0850681470 -0.03138113878 0.02300479599
## 7 0.00396491295 -0.0151013072 -0.0121764407 -0.00337326699 -0.00141992995
## 8 0.00160711283 -0.0024432890 0.0003834528 -0.00065042671 0.00365398195
## 9 0.00582916154 -0.0063462287 -0.0220657545 -0.00094929578 0.02413264817
## 10 -0.00142180448 0.0036631551 0.0033947436 0.00131147138 -0.00711000884
## 11 0.00216850258 -0.0024857405 -0.0022926063 0.00174762293 -0.00996718470
## 12 -0.00027592714 0.0032037695 0.0111934245 -0.00043750156 0.00671919362
## 13 -0.01107980331 -0.0258646152 -0.0428880590 -0.01626574209 -0.00801024632
## 14 0.00180401945 -0.0008626337 -0.0069060350 -0.00049523662 0.01195906367
## 15 -0.01554082576 -0.0035749666 -0.0042721338 -0.01126839197 -0.00919810680
## 16 -0.02621480271 -0.0088688054 -0.0227034141 -0.02278001790 0.00983914907
## 17 -0.03915387898 -0.0256493572 -0.0655093769 -0.03416510070 -0.01193129946
## 18 -0.02886665981 0.0007202930 -0.0064928948 -0.01950186214 -0.00253115665
## 19 0.00304461992 -0.0071457201 -0.0050758153 -0.00081894552 -0.00114974472
## 20 -0.00074912504 -0.0032402654 0.0015379015 -0.00196880908 -0.00205994671
## 21 -0.01615551448 -0.0022716014 -0.0017427388 -0.00994916064 -0.01871645159
## 22 -0.00343339409 0.0054681525 0.0078040763 0.00087659530 -0.01014826003
## 23 0.00431666340 -0.0168062511 -0.0144227775 0.00010782097 -0.02980589244
## 24 -0.00538846600 0.0028238544 0.0078571873 -0.00179562299 -0.00963129892
## 25 0.00284205462 -0.0047916106 -0.0053003997 0.00019539471 -0.00160521934
## 26 -0.00316579480 0.0057765720 0.0055901992 0.00060578101 -0.00480530778
## 27 0.00268187593 -0.0056091483 0.0020158956 -0.00111575699 0.00127787218
## 28 -0.00539059765 0.0039360203 0.0088022958 -0.00172840691 -0.00680127941
## 29 -0.00708242762 0.0024483251 0.0098140645 -0.00397954481 -0.00452499619
## 30 -0.00105325171 -0.0069889995 -0.0028884407 -0.00084456424 -0.02254847896
## 31 -0.01744205658 0.0046387344 0.0091074919 -0.00896477127 -0.01397942861
## 32 -0.00262537348 -0.0051955492 -0.0011305214 -0.00164614714 -0.01954279549
## 33 0.00007829225 0.0022167758 0.0064433622 0.00334836745 -0.02040057341
## 34 -0.00151027366 0.0060880287 0.0114263483 -0.00064469651 0.01144240181
## 35 -0.00084165771 0.0028577552 -0.0065243581 -0.00092562585 0.01376413460
## 36 -0.00417879421 0.0073185847 0.0020501923 -0.00130010517 0.01057638859
## 37 -0.00173276532 0.0053479204 0.0303344305 -0.00012628533 -0.00405388231
## 38 -0.01100707443 -0.0239175299 -0.0378695407 -0.01826930343 0.01140309064
## 39 0.00111578165 -0.0150694185 -0.0154985910 -0.00415441701 -0.00891145300
## 40 -0.01264104413 -0.0008899392 0.0040621941 -0.00933697052 -0.00286373602
## 41 -0.00731366001 0.0007424149 0.0060140321 -0.00376851026 -0.01136972767
## 42 -0.00981113967 -0.0068675687 -0.0063238146 -0.00900455346 -0.00631154575
## 43 -0.00220754843 0.0072554645 0.0201607339 -0.00027231741 0.00531016063
## 44 -0.00339447303 0.0038024488 0.0076354001 0.00051245653 -0.01280931902
## 45 0.00071962108 -0.0180678107 -0.0203916189 -0.00484841011 -0.01387028140
## 46 -0.00488776773 -0.0026344608 0.0015122830 -0.00342234801 -0.01078242218
## 47 -0.00063647701 -0.0021011897 0.0033398654 0.00134054706 -0.02260230468
## 48 -0.00721817855 0.0011585876 0.0148485246 -0.00534981675 -0.00169556564
## 49 -0.00858123877 0.0007964303 0.0091883803 -0.00195407164 -0.03235258732
## 50 0.00059661158 -0.0051694004 -0.0005973611 0.00097606843 -0.02219122252
## 51 -0.00212469888 0.0043484704 0.0119877971 0.00328989971 -0.02656567589
## 52 0.00162330172 -0.0001020848 -0.0056863913 -0.00080848879 0.01534792128
## 53 -0.01794311515 -0.0024873711 -0.0025554716 -0.01382880419 0.00001551011
## 54 -0.02781335919 -0.0107309188 -0.0285241240 -0.02436240395 0.00937030487
## 55 -0.00597256238 0.0043581066 0.0143310569 -0.00302202129 -0.00129924160
## 56 -0.03310109513 -0.0085691126 -0.0292305850 -0.02779753037 0.01470563790
## 57 0.00542999045 -0.0253858461 -0.0305803883 -0.00485826329 -0.00968510843
## 58 0.00035636372 -0.0025162950 0.0004207625 -0.00102362936 -0.00034427562
## 59 -0.01840577198 -0.0056895900 -0.0069264375 -0.01625436218 0.00645795020
## 60 -0.00077180262 0.0010323673 0.0117697000 -0.00114818074 0.00180972591
## 61 0.00192162659 -0.0006979854 -0.0025139247 0.00199627758 -0.00696057336
## 62 -0.02873015752 -0.0018831118 -0.0114454927 -0.02097276369 0.00229189814
## 63 -0.00611547255 0.0041175800 0.0095268177 -0.00158249088 -0.01131323061
## 64 0.00575888212 -0.0073465166 0.0008618847 0.00007101528 0.00316567129
## 65 -0.00544942934 -0.0108369324 -0.0071867691 -0.00867638447 0.00086823258
## 66 0.00361387217 -0.0024431192 -0.0100832760 -0.00072783730 0.01906002264
## 67 0.01161770542 -0.0121155014 -0.0085973604 0.00172873037 0.00935201272
## 68 -0.00054690086 0.0014442658 0.0020694491 -0.00078132283 0.00581631376
## 69 -0.00293414654 0.0031759488 0.0129470052 -0.00170056192 0.00136808376
## 70 -0.01030267308 -0.0032133517 0.0042415718 -0.00917745254 0.00017502683
## 71 -0.01150713366 -0.0025518083 -0.0000402868 -0.00820152018 -0.00913078431
## 72 -0.00234948571 -0.0015927828 0.0027003456 -0.00056875643 -0.01552350937
## 73 0.00997827445 -0.0205623129 -0.0179995065 -0.00154832445 0.00046632878
## 74 -0.00133304167 0.0018627594 0.0069135842 0.00211851122 -0.02009795236
## 75 -0.00211171797 0.0013298794 0.0084317867 -0.00166404441 0.00107858610
## 76 -0.02743538500 -0.0362243559 -0.0808056666 -0.03321475621 0.01269759313
## 77 0.00346396411 -0.0026867197 -0.0057266833 0.00219087033 -0.00571976938
## 78 0.00291726725 -0.0067346299 -0.0002880732 -0.00127276992 0.00084493124
## 79 0.01768365032 -0.0242281819 -0.0217083151 0.00185345760 0.00470239474
## 80 -0.00071473266 0.0008202598 0.0021312910 0.00076755084 -0.00849099655
## 81 0.00294559512 -0.0107661079 -0.0078586718 -0.00218041474 -0.00268584349
## 82 -0.00330136684 0.0052594894 0.0143612386 0.00310697655 -0.02926353712
## 83 -0.00033714420 -0.0080091104 -0.0056872082 -0.00207455242 -0.01209164783
## 84 -0.00300887172 -0.0212144913 -0.0254307236 -0.01108387460 0.00400435957
## 85 -0.01338640788 -0.0044826317 -0.0018014995 -0.01166449224 0.00072700344
## 86 -0.01280438131 -0.0014341410 0.0064509846 -0.00444895564 -0.04227213722
## 87 0.00501077742 -0.0104062858 -0.0060499645 -0.00110104115 0.00053685736
## 88 -0.02132524740 -0.0168712816 -0.0348646588 -0.02110972807 0.00121679630
## 89 -0.01477711925 -0.0119540647 -0.0155312148 -0.01078878655 -0.03209346901
## 90 -0.01730353645 -0.0196293652 -0.0359622466 -0.02078516991 0.01083455065
## 91 -0.00158292269 0.0037024430 -0.0017972966 -0.00077084854 0.00962131480
## 92 0.00342854398 -0.0022714935 0.0022748569 0.00444513964 -0.02439604645
## 93 -0.02174364624 -0.0045044969 -0.0103322401 -0.01537059347 -0.01181571681
## 94 -0.03284428584 -0.0028105239 -0.0163342165 -0.02246580229 -0.00908900409
## 95 0.00179690913 -0.0018859775 -0.0025491337 -0.00036198536 0.00565123101
## 96 -0.01524118897 -0.0072582994 -0.0106996491 -0.01192184784 -0.01250268268
## 97 -0.00295267116 0.0057179048 -0.0019451929 -0.00150219751 0.01471907160
## 98 -0.00357678922 0.0002569184 0.0051082293 -0.00219300492 -0.00481312071
## 99 -0.02835628289 0.0011039459 -0.0050339774 -0.01954114454 0.00105939354
## 100 -0.01386390978 -0.0134925461 -0.0210193258 -0.01515810510 0.00172793888
## 101 -0.00241305471 0.0034638990 0.0187006193 0.00508429365 -0.04700460455
## 102 -0.04845143171 -0.0025058317 -0.0281586535 -0.03201732508 -0.01388520457
## 103 -0.00531689952 0.0064891634 0.0097834932 -0.00057712128 -0.00667587884
## 104 -0.00265315068 0.0016227621 0.0051715226 -0.00131080089 -0.00192508356
## 105 -0.00009995288 0.0026092937 0.0187224118 -0.00023665627 0.00094993885
## 106 -0.02526115752 -0.0147343483 -0.0342491339 -0.02418342855 0.01024972749
## 107 0.00474925431 -0.0090616684 -0.0079997782 0.00145401876 -0.01413552890
## 108 0.00074850014 0.0015631086 0.0010986470 0.00245000099 -0.01028630326
## 109 0.00567260966 -0.0050670562 -0.0061879253 0.00370891674 -0.01319584843
## 110 -0.00261883368 0.0057525446 0.0168470426 -0.00089080235 0.00407033589
## 111 -0.00577123101 0.0034843573 0.0194326500 0.00315384472 -0.05049833849
## 112 -0.00866295105 0.0003918361 0.0100643251 -0.00638867789 -0.00210442168
## 113 0.00011759034 0.0026527589 0.0027944289 -0.00077649858 0.01296497993
## 114 -0.00154544358 0.0020989660 0.0070448430 -0.00116736638 0.00355141573
## 115 -0.00359727442 -0.0208242719 -0.0242968873 -0.01156125541 0.00527823900
## 116 -0.00983211005 -0.0179950102 -0.0270385248 -0.01290082342 -0.00648252350
## 117 -0.00118606007 -0.0016157498 0.0013020365 -0.00052031638 -0.00934484381
## 118 -0.00057568218 0.0028243277 -0.0023639602 0.00053060741 0.00260963793
## 119 -0.02754303392 -0.0158507594 -0.0373582172 -0.02369485262 -0.00753596100
## 120 0.00754608763 -0.0132788805 -0.0144917051 0.00052493199 -0.00428591530
## 121 -0.01009288317 -0.0057642174 -0.0047557273 -0.00749232502 -0.01578081285
## 122 0.00125630434 -0.0185165393 -0.0196801293 -0.00347439575 -0.02294746426
## 123 -0.00304940455 0.0059078442 0.0030689587 0.00011930376 0.00086820835
## 124 0.00457582549 -0.0087758902 0.0010304012 -0.00108665907 0.00063740678
## 125 -0.02806683034 -0.0044417069 -0.0140972012 -0.01868721573 -0.01844231645
## 126 0.00051710071 -0.0029373475 -0.0008912172 0.00033368058 -0.01028551004
## 127 -0.00115701801 -0.0321442097 -0.0472168338 -0.01306948681 0.00067292203
## 128 -0.00040075234 0.0023952609 -0.0070207827 -0.00049540156 0.01155763798
## 129 0.00306319662 0.0008164906 0.0300466960 0.00156461688 -0.00672075396
## 130 -0.00009101935 -0.0057275248 0.0004660127 0.00108166432 -0.02884527971
## 131 0.02749573073 -0.0376788482 -0.0325690011 0.00345326778 0.00318017913
## 132 -0.00375365388 0.0066637251 0.0198491583 0.00447597892 -0.03923050701
## 133 0.01838768802 -0.0210523137 -0.0181502824 0.00302830351 0.00890489521
## 134 -0.01605426824 -0.0027870035 -0.0031460750 -0.01144497080 -0.00839545488
## 135 -0.01455352648 -0.0255002355 -0.0457574120 -0.01928658348 -0.00144095912
## 136 0.01697786439 -0.0235072770 -0.0082063393 0.00170643931 -0.00121391625
## 137 0.01587288048 -0.0222763337 -0.0127398327 0.00138472151 0.00149624588
## 138 -0.02259995692 0.0016164633 0.0013490171 -0.01268488766 -0.02029285666
## 139 0.00639219470 -0.0142620123 -0.0125490053 -0.00125177049 -0.00139881362
## 140 0.00681500437 -0.0032980248 0.0210629548 0.00241594490 -0.00353628867
## 141 0.00352147722 -0.0051679782 -0.0047001842 -0.00022145696 0.00343162405
## 142 -0.02961916240 -0.0079934056 -0.0232914067 -0.02184108464 -0.01142445498
## 143 -0.01366699978 -0.0009246100 0.0019237993 -0.00939050193 -0.00697840441
## 144 -0.00054817296 0.0005880946 0.0067065339 0.00265094301 -0.02412517230
## 145 -0.00199270132 -0.0042853267 0.0006231371 -0.00053649731 -0.02207251964
## 146 -0.00166281295 0.0039965892 -0.0036727348 -0.00077494799 0.01102707895
## 147 -0.00329332866 0.0059438071 0.0026066580 -0.00116737902 0.00932745839
## 148 -0.02500593327 -0.0030381808 -0.0086854932 -0.01980498593 0.00794830535
## 149 0.01311175909 -0.0207572750 -0.0112517037 0.00012540367 0.00089514875
## 150 0.00563395121 -0.0132476482 -0.0112425775 -0.00137209871 -0.00158889633
## 151 -0.00830331499 0.0054408202 0.0133350243 -0.00127556635 -0.02204422890
## 152 -0.00285788471 0.0002684596 0.0118643771 0.00275618704 -0.04010683057
## 153 -0.00236017896 0.0013594731 0.0076637006 -0.00171379540 0.00058534867
## 154 -0.01190548070 -0.0076965145 -0.0080635833 -0.01148842477 -0.00102753329
## 155 -0.00062047427 0.0012784462 0.0062521988 -0.00096132266 0.00440860431
## 156 0.01294277827 -0.0158301580 -0.0243132109 0.00126776462 0.01380080776
## 157 -0.01404481822 -0.0189762695 -0.0320652195 -0.01760593472 0.00497557958
## 158 -0.00092020197 0.0035026298 0.0046436990 0.00218620684 -0.01198169883
## 159 0.00079497649 -0.0287601794 -0.0391602155 -0.01029051161 -0.00161760244
## 160 -0.00319300170 -0.0037450851 0.0002188870 -0.00201368571 -0.01549491861
## 161 -0.00452577384 -0.0004113984 0.0042597954 -0.00203856560 -0.01272871173
## 162 -0.00939568880 -0.0169188717 -0.0246548281 -0.01244819506 -0.00493736774
## 163 -0.00419874938 0.0008796406 0.0054219707 -0.00186310372 -0.00848035689
## 164 0.00392433234 -0.0044030448 0.0104524019 -0.00004242029 0.00030568005
## 165 0.00236003849 -0.0012644868 -0.0024324087 -0.00039909886 0.01087046813
## 166 -0.00196761423 0.0032016224 0.0381134233 0.01118744730 -0.09846680748
## 167 0.01132177744 -0.0254841010 -0.0238413131 -0.00260747148 0.00111106160
## 168 -0.00294967219 0.0049949065 0.0051602369 0.00037680526 -0.00445722412
## 169 -0.01521794607 -0.0012254857 0.0019943780 -0.00785055273 -0.02728703109
## 170 -0.00411435002 0.0072990116 0.0060029922 -0.00150534631 0.01065581672
## 171 0.00434038676 -0.0065921167 -0.0081005734 0.00057943817 -0.00152005048
## 172 -0.00836845374 -0.0033999972 0.0008572257 -0.00445170428 -0.02354144663
## 173 0.00839445630 -0.0138377613 -0.0142479004 0.00017492238 0.00067477385
## 174 -0.00144281255 0.0030325344 0.0003812714 -0.00039861945 0.00444530165
## 175 -0.00260238886 0.0051320139 0.0011620348 -0.00030345349 0.00447569731
## 176 -0.02559124444 0.0004020903 -0.0020206981 -0.01883870079 0.00657291457
## 177 -0.00716471067 0.0030119961 0.0121182158 -0.00412823346 -0.00295417596
## 178 -0.00225719713 0.0015278857 0.0081776191 0.00175526301 -0.02388437547
## 179 -0.00309698636 0.0060702651 0.0079681421 0.00151851547 -0.01114772237
## 180 -0.00195878693 0.0025537798 0.0031526275 -0.00030100109 -0.00172590767
## 181 -0.00164975623 0.0039369213 -0.0036613254 -0.00090284722 0.01182382032
## 182 -0.00299506042 0.0045259931 0.0085430782 0.00141174256 -0.01527331239
## 183 0.00191066832 -0.0024566483 0.0003739094 0.00244217023 -0.01741543514
## 184 -0.04134637732 -0.0002547852 -0.0203650666 -0.02891792182 0.00442148658
## 185 -0.00842575803 0.0034756174 0.0096140398 -0.00355115701 -0.01106176959
## 186 -0.00593966763 -0.0025810729 0.0105978379 -0.00602184179 -0.00092402844
## 187 -0.00094130578 0.0032467494 0.0058567893 0.00241943402 -0.01517233314
## 188 -0.00277634059 -0.0013045450 0.0062412123 -0.00284545895 -0.00163735771
## 189 -0.00339645950 0.0069904201 0.0075386125 -0.00141356788 0.01200323641
## 190 0.00630956490 -0.0104491061 -0.0115882804 0.00108891076 -0.00653200932
## 191 0.01688105483 -0.0208089449 -0.0072875534 0.00259060835 0.00049640281
## 192 0.00315061759 -0.0025393874 -0.0071099183 -0.00033745180 0.01222054423
## 193 0.00561371569 -0.0067405879 -0.0044739371 0.00377360210 -0.02032588850
## 194 0.00624358233 -0.0043712886 0.0167197127 0.00157241081 -0.00207657713
## 195 0.00498340087 -0.0048021582 0.0095962981 0.00046578301 0.00109061474
## 196 0.00297482963 -0.0025351971 -0.0085221950 0.00069946574 0.00435235989
## 197 0.00052104179 0.0008901503 -0.0061603079 -0.00059396708 0.01161892726
## 198 -0.00166907623 0.0039625202 0.0005290231 -0.00112416672 0.01163813742
## 199 -0.03677339303 -0.0001706547 -0.0156739026 -0.02557315529 0.00189518259
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## 6 7 8 9 10
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## 11 12 13 14
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## 153 -0.01202426559 -0.00433628923 -0.006928130676 -0.00941003216
## 154 -0.01088811785 0.00366200142 0.002378455945 -0.00042639496
## 155 -0.01148795070 -0.00722129093 -0.010292284607 -0.01215675709
## 156 -0.00190784438 -0.02251969257 -0.021523544943 -0.01511030689
## 157 -0.00351200097 -0.00041007963 -0.000133657019 0.00069416883
## 158 0.00359446380 -0.01476229326 -0.014329144815 -0.01204659782
## 159 -0.00357493897 -0.00448915965 0.000812071379 0.00566743798
## 160 -0.00366626257 -0.00385414240 -0.001866089104 -0.00150172808
## 161 -0.00470212666 -0.00404489341 -0.003521478451 -0.00413299431
## 162 -0.00282721367 -0.00089379732 0.001358271435 0.00280152525
## 163 -0.00584955163 -0.00513574897 -0.005732472895 -0.00672276134
## 164 -0.02472397897 0.00439109428 0.003026392829 -0.00158956007
## 165 -0.00648370416 -0.01498785667 -0.018083684308 -0.01724364966
## 166 0.00045367265 0.01963698268 0.036157819902 0.03516244582
## 167 -0.01580473446 -0.00235517236 0.002119202525 0.00468548075
## 168 0.00110463779 -0.01446738845 -0.016159932787 -0.01510019059
## 169 0.00013872056 0.00384216363 0.006412133937 0.00504127899
## 170 -0.00382902108 -0.01554432960 -0.021028927033 -0.02174192922
## 171 -0.00185581849 -0.01429568195 -0.013379091634 -0.01023594557
## 172 -0.00177561720 0.00050767860 0.003485054482 0.00321177560
## 173 -0.00711366754 -0.01107180649 -0.008857058181 -0.00560770410
## 174 -0.00009352559 -0.01701630627 -0.019867035657 -0.01842420625
## 175 0.00249708611 -0.01911696229 -0.022402189561 -0.02062438104
## 176 -0.01275295464 0.00878915840 0.002668765144 -0.00431464568
## 177 -0.01509899024 0.00209690210 -0.000908820152 -0.00563482716
## 178 0.00035062003 -0.00633773773 -0.003571350917 -0.00262769781
## 179 0.00270998362 -0.01365845666 -0.014240803739 -0.01299410233
## 180 -0.00194238885 -0.01276425369 -0.014515599294 -0.01385951408
## 181 0.00347104832 -0.02284713915 -0.027092548096 -0.02447452074
## 182 0.00101912524 -0.01036418592 -0.009921744298 -0.00909770586
## 183 0.00172525370 -0.01132082827 -0.008357199262 -0.00546323524
## 184 0.00653484318 0.00288853152 -0.003230154604 -0.00698923044
## 185 -0.00694674782 -0.00136481256 -0.002577639347 -0.00515980948
## 186 -0.02463456823 0.01035848128 0.007743512246 0.00095634462
## 187 0.00302986806 -0.01305048874 -0.011995867731 -0.00994385645
## 188 -0.01432721276 -0.00056777231 -0.002343396017 -0.00535215446
## 189 -0.00701438192 -0.01364422562 -0.019432806730 -0.02096651324
## 190 -0.00121443578 -0.01321126489 -0.010245282908 -0.00611445298
## 191 -0.02725081586 0.00299098544 0.006463162426 0.00575655270
## 192 -0.00282020721 -0.01876344494 -0.021521341958 -0.01913349240
## 193 0.00303626846 -0.01252096967 -0.007578514663 -0.00303266242
## 194 -0.03130705426 0.00946656397 0.008394604009 0.00203112745
## 195 0.97570511805 0.00319497035 0.001912919408 -0.00228437170
## 196 0.00319497035 0.97898338005 -0.021938104147 -0.01782144236
## 197 0.00191291941 -0.02193810415 0.974667002402 -0.02239449931
## 198 -0.00228437170 -0.01782144236 -0.022394499310 0.97834207472
## 199 0.00325396190 0.00376369762 -0.001594227385 -0.00559831042
## 200 -0.00174938106 -0.01690727144 -0.021409027328 -0.02102197542
## 199 200
## 1 -0.036773393027 -0.00298655031
## 2 -0.000170654693 0.00545998810
## 3 -0.015673902580 0.00288936616
## 4 -0.025573155286 -0.00113433893
## 5 0.001895182589 0.00892571165
## 6 -0.017761466477 0.00190243595
## 7 0.006356805717 0.00167146611
## 8 0.000313057559 -0.01053507389
## 9 0.004682778557 -0.02534396657
## 10 -0.000859308575 -0.01453630418
## 11 0.005265607392 -0.00934434761
## 12 -0.004771423198 -0.01243077693
## 13 -0.005788814963 0.00726967979
## 14 -0.000006492798 -0.01974298904
## 15 -0.017577207576 -0.00113298093
## 16 -0.033092631462 -0.00413352556
## 17 -0.036364865920 0.00578133666
## 18 -0.035838362136 -0.00497991060
## 19 0.004238741159 -0.00609911625
## 20 -0.001511710205 -0.00616194536
## 21 -0.016239780767 0.00086054252
## 22 -0.003431881041 -0.01298077455
## 23 0.014786325051 0.00924982257
## 24 -0.006330398232 -0.00796680176
## 25 0.004335503095 -0.00980885091
## 26 -0.004032312003 -0.01623841965
## 27 0.001747866191 -0.00436603213
## 28 -0.007203810095 -0.00977615853
## 29 -0.010342771836 -0.00650872643
## 30 0.004235862321 0.00176835874
## 31 -0.020907326317 -0.00367400281
## 32 0.001163312191 0.00005826911
## 33 0.003904819887 -0.00790423195
## 34 -0.007459634626 -0.01740918724
## 35 -0.003703491566 -0.02466457781
## 36 -0.008616494138 -0.02403444939
## 37 -0.007613246844 -0.00039580365
## 38 -0.011816771033 0.00294687828
## 39 0.005379200487 0.00245703082
## 40 -0.017057467786 -0.00278124961
## 41 -0.008139229046 -0.00457536682
## 42 -0.010757969780 -0.00042064496
## 43 -0.008456021687 -0.01192777570
## 44 -0.002764067609 -0.00984131294
## 45 0.006987069013 0.00539324318
## 46 -0.004477087457 -0.00330785919
## 47 0.003875067434 -0.00219104591
## 48 -0.012442579675 -0.00178334182
## 49 -0.004799661547 0.00273190399
## 50 0.005944055340 -0.00047817711
## 51 0.001713128129 -0.00534017459
## 52 -0.001347910535 -0.02086100234
## 53 -0.023444965456 -0.00278452632
## 54 -0.033965588289 -0.00409475699
## 55 -0.010567436507 -0.00787408553
## 56 -0.041935387220 -0.00685133784
## 57 0.013521596540 0.00744214879
## 58 -0.000246656530 -0.00892436793
## 59 -0.025117506905 -0.00175203403
## 60 -0.004389434502 -0.00725173954
## 61 0.004326974738 -0.01291603619
## 62 -0.036127658824 -0.00517843481
## 63 -0.007067351052 -0.00824677475
## 64 0.005332598952 -0.00414332038
## 65 -0.007172357652 0.00177425574
## 66 0.000970276067 -0.02169655300
## 67 0.012869841780 -0.00666354903
## 68 -0.003103285359 -0.01518312119
## 69 -0.007149415213 -0.00884664726
## 70 -0.015067821969 -0.00069364486
## 71 -0.013172009166 -0.00185584483
## 72 -0.000075686078 -0.00426083290
## 73 0.014431309584 0.00351306860
## 74 0.001865876541 -0.00647277414
## 75 -0.005204443001 -0.00911511145
## 76 -0.025432448394 0.00194375567
## 77 0.006508350374 -0.01278663183
## 78 0.002563344425 -0.00406261391
## 79 0.023767690409 0.00256053528
## 80 0.000465800533 -0.01081409638
## 81 0.004817113123 -0.00171999708
## 82 0.000487655396 -0.00412223838
## 83 0.002856863935 -0.00111039949
## 84 -0.001851767938 0.00476430555
## 85 -0.018046845723 -0.00131287346
## 86 -0.007210843576 0.00867535380
## 87 0.006276610513 -0.00278511053
## 88 -0.022519763960 0.00057114778
## 89 -0.008733730771 0.00985141928
## 90 -0.019884167780 0.00027744610
## 91 -0.004475725054 -0.02168748476
## 92 0.009839202531 -0.00401713488
## 93 -0.023716993731 -0.00018829379
## 94 -0.037446938596 -0.00242049057
## 95 0.000683200439 -0.01385744578
## 96 -0.015244776773 0.00121856491
## 97 -0.007430230151 -0.02554904311
## 98 -0.004906501087 -0.00754979905
## 99 -0.036418557903 -0.00569683098
## 100 -0.015620705357 0.00065667083
## 101 0.005356544147 0.00518763971
## 102 -0.053884021688 -0.00246269074
## 103 -0.007142597235 -0.01328136169
## 104 -0.004389208617 -0.01076086669
## 105 -0.004621623659 -0.00538728623
## 106 -0.030011550146 -0.00273929730
## 107 0.010403988441 -0.00273298017
## 108 0.003123287770 -0.01291281814
## 109 0.011289347688 -0.00856946887
## 110 -0.008080098782 -0.01120024829
## 111 0.001789756898 0.00792567144
## 112 -0.013261942846 -0.00290717841
## 113 -0.004220338078 -0.01856997557
## 114 -0.004781992396 -0.01205481536
## 115 -0.003164513432 0.00484625313
## 116 -0.007280349166 0.00402666035
## 117 0.000062478194 -0.00705407637
## 118 -0.001234412117 -0.01950528714
## 119 -0.027620797947 0.00210742782
## 120 0.012405457164 -0.00368298440
## 121 -0.008816006917 0.00111165404
## 122 0.009939867866 0.00839558516
## 123 -0.004867421737 -0.01941916816
## 124 0.004328241818 -0.00064701789
## 125 -0.029336679252 0.00161980770
## 126 0.002878812325 -0.00690724790
## 127 0.005146055943 0.00808589036
## 128 -0.002470888573 -0.02394136641
## 129 -0.000981084698 0.00511550338
## 130 0.006574401157 0.00292212652
## 131 0.038100814562 0.01298511057
## 132 0.001542494357 -0.00035081792
## 133 0.023057558939 -0.00148628139
## 134 -0.018632267362 -0.00161743829
## 135 -0.011428425824 0.00489461023
## 136 0.021663805298 0.01178673978
## 137 0.020553980407 0.00677250872
## 138 -0.024509124935 -0.00010981936
## 139 0.009644611406 -0.00100021217
## 140 0.004584451273 0.00348345076
## 141 0.003704640552 -0.01027131322
## 142 -0.031591154266 0.00045394104
## 143 -0.016833830244 -0.00271009599
## 144 0.003908181335 -0.00400525676
## 145 0.002369074453 0.00002950711
## 146 -0.004539595749 -0.02365196131
## 147 -0.007359953396 -0.02159187047
## 148 -0.033493767517 -0.00450705377
## 149 0.016944788830 0.00667973013
## 150 0.008519564086 -0.00139420338
## 151 -0.007710839665 -0.00447953643
## 152 0.004103461212 0.00450651080
## 153 -0.005230030765 -0.00943462048
## 154 -0.014596660578 -0.00048573058
## 155 -0.003712665334 -0.01186525389
## 156 0.016395958691 -0.01248109204
## 157 -0.014848600145 0.00162553950
## 158 0.000826548849 -0.01258911620
## 159 0.006872364623 0.00753007913
## 160 -0.000828865182 -0.00205458443
## 161 -0.003882513242 -0.00480327289
## 162 -0.007544691354 0.00329962707
## 163 -0.004741988290 -0.00722839094
## 164 0.001944009002 -0.00118150883
## 165 0.000034498610 -0.01621487130
## 166 0.015679606571 0.02965379229
## 167 0.016831710722 0.00685393511
## 168 -0.003818298300 -0.01544369980
## 169 -0.013419171787 0.00313392739
## 170 -0.009386951018 -0.02149889071
## 171 0.006699206716 -0.00943091141
## 172 -0.005481202356 0.00195441802
## 173 0.012074396962 -0.00414230107
## 174 -0.003413223679 -0.01809584541
## 175 -0.004920082748 -0.02043247341
## 176 -0.035006766902 -0.00512392492
## 177 -0.011311203202 -0.00624249915
## 178 0.001393650015 -0.00384653123
## 179 -0.002712688649 -0.01375933644
## 180 -0.003042923586 -0.01390666477
## 181 -0.004744267717 -0.02373656668
## 182 -0.001715641217 -0.01002857878
## 183 0.006377245044 -0.00585853470
## 184 -0.051054093436 -0.00837472144
## 185 -0.010200901605 -0.00618878766
## 186 -0.010399875437 0.00069701358
## 187 0.001382093510 -0.01066165476
## 188 -0.005087109567 -0.00540641048
## 189 -0.009166341968 -0.02064303419
## 190 0.011023951603 -0.00526300523
## 191 0.021102243564 0.00772484891
## 192 0.001577109290 -0.01785920162
## 193 0.012636431519 -0.00314109836
## 194 0.004277370049 0.00231740521
## 195 0.003253961903 -0.00174938106
## 196 0.003763697619 -0.01690727144
## 197 -0.001594227385 -0.02140902733
## 198 -0.005598310422 -0.02102197542
## 199 0.954576128880 -0.00695245270
## 200 -0.006952452703 0.97931736796#parte 2
library(magrittr)
residuos_m<-modelo_ventas$residuals
datos_del_modelo<-modelo_ventas$model
matiz_r<-matiz_m%*%datos_del_modelo$ventas
cbind(matiz_r,residuos_m,matiz_r-residuos_m) %>% round(digits = 2)## residuos_m
## 1 -15.93 -15.93 0
## 2 19.33 19.33 0
## 3 38.02 38.02 0
## 4 -15.43 -15.43 0
## 5 5.16 5.16 0
## 6 80.22 80.22 0
## 7 -16.35 -16.35 0
## 8 -22.89 -22.89 0
## 9 -34.40 -34.40 0
## 10 46.09 46.09 0
## 11 -40.56 -40.56 0
## 12 9.25 9.25 0
## 13 5.82 5.82 0
## 14 -19.64 -19.64 0
## 15 -2.74 -2.74 0
## 16 -20.58 -20.58 0
## 17 -4.89 -4.89 0
## 18 -0.83 -0.83 0
## 19 -36.61 -36.61 0
## 20 -8.11 -8.11 0
## 21 11.00 11.00 0
## 22 56.50 56.50 0
## 23 -7.55 -7.55 0
## 24 31.71 31.71 0
## 25 -40.48 -40.48 0
## 26 86.80 86.80 0
## 27 -1.44 -1.44 0
## 28 35.92 35.92 0
## 29 24.51 24.51 0
## 30 -38.94 -38.94 0
## 31 25.44 25.44 0
## 32 -17.24 -17.24 0
## 33 -44.11 -44.11 0
## 34 47.62 47.62 0
## 35 -38.06 -38.06 0
## 36 104.56 104.56 0
## 37 -22.01 -22.01 0
## 38 6.26 6.26 0
## 39 -20.85 -20.85 0
## 40 -8.14 -8.14 0
## 41 3.52 3.52 0
## 42 7.13 7.13 0
## 43 39.33 39.33 0
## 44 29.22 29.22 0
## 45 -13.40 -13.40 0
## 46 8.21 8.21 0
## 47 -42.24 -42.24 0
## 48 -15.16 -15.16 0
## 49 36.15 36.15 0
## 50 -42.33 -42.33 0
## 51 29.60 29.60 0
## 52 -27.94 -27.94 0
## 53 -25.78 -25.78 0
## 54 -16.15 -16.15 0
## 55 20.52 20.52 0
## 56 -34.10 -34.10 0
## 57 32.84 32.84 0
## 58 -8.84 -8.84 0
## 59 -25.90 -25.90 0
## 60 4.38 4.38 0
## 61 -56.13 -56.13 0
## 62 -5.97 -5.97 0
## 63 34.06 34.06 0
## 64 -22.00 -22.00 0
## 65 -22.92 -22.92 0
## 66 -33.91 -33.91 0
## 67 -25.98 -25.98 0
## 68 -24.10 -24.10 0
## 69 15.18 15.18 0
## 70 -12.96 -12.96 0
## 71 -2.78 -2.78 0
## 72 -39.34 -39.34 0
## 73 9.10 9.10 0
## 74 -23.58 -23.58 0
## 75 16.53 16.53 0
## 76 41.92 41.92 0
## 77 -61.13 -61.13 0
## 78 -11.80 -11.80 0
## 79 42.30 42.30 0
## 80 -28.28 -28.28 0
## 81 -18.10 -18.10 0
## 82 55.90 55.90 0
## 83 -32.84 -32.84 0
## 84 1.99 1.99 0
## 85 -7.85 -7.85 0
## 86 2.06 2.06 0
## 87 -18.80 -18.80 0
## 88 -12.42 -12.42 0
## 89 -34.44 -34.44 0
## 90 -0.71 -0.71 0
## 91 -19.86 -19.86 0
## 92 -71.04 -71.04 0
## 93 5.47 5.47 0
## 94 -1.83 -1.83 0
## 95 -22.68 -22.68 0
## 96 -9.60 -9.60 0
## 97 30.46 30.46 0
## 98 2.80 2.80 0
## 99 -1.39 -1.39 0
## 100 -6.92 -6.92 0
## 101 47.13 47.13 0
## 102 13.67 13.67 0
## 103 74.24 74.24 0
## 104 8.29 8.29 0
## 105 5.20 5.20 0
## 106 -23.16 -23.16 0
## 107 -39.16 -39.16 0
## 108 -36.55 -36.55 0
## 109 -51.39 -51.39 0
## 110 14.93 14.93 0
## 111 31.77 31.77 0
## 112 0.85 0.85 0
## 113 3.55 3.55 0
## 114 20.05 20.05 0
## 115 1.25 1.25 0
## 116 -6.04 -6.04 0
## 117 -5.24 -5.24 0
## 118 -59.49 -59.49 0
## 119 -9.08 -9.08 0
## 120 -15.33 -15.33 0
## 121 -22.74 -22.74 0
## 122 -6.98 -6.98 0
## 123 52.60 52.60 0
## 124 -7.38 -7.38 0
## 125 6.99 6.99 0
## 126 -36.29 -36.29 0
## 127 51.55 51.55 0
## 128 -45.71 -45.71 0
## 129 -38.99 -38.99 0
## 130 -49.74 -49.74 0
## 131 137.77 137.77 0
## 132 68.15 68.15 0
## 133 29.49 29.49 0
## 134 4.04 4.04 0
## 135 2.44 2.44 0
## 136 24.96 24.96 0
## 137 14.83 14.83 0
## 138 18.65 18.65 0
## 139 -13.45 -13.45 0
## 140 -17.13 -17.13 0
## 141 -36.00 -36.00 0
## 142 -7.79 -7.79 0
## 143 -5.46 -5.46 0
## 144 -38.02 -38.02 0
## 145 -33.90 -33.90 0
## 146 -7.02 -7.02 0
## 147 57.02 57.02 0
## 148 -24.42 -24.42 0
## 149 5.76 5.76 0
## 150 -21.33 -21.33 0
## 151 60.96 60.96 0
## 152 -37.40 -37.40 0
## 153 3.70 3.70 0
## 154 -11.53 -11.53 0
## 155 5.57 5.57 0
## 156 20.34 20.34 0
## 157 -6.39 -6.39 0
## 158 0.10 0.10 0
## 159 35.21 35.21 0
## 160 -12.86 -12.86 0
## 161 -0.28 -0.28 0
## 162 -5.49 -5.49 0
## 163 7.07 7.07 0
## 164 -11.48 -11.48 0
## 165 -17.07 -17.07 0
## 166 43.48 43.48 0
## 167 30.49 30.49 0
## 168 32.76 32.76 0
## 169 9.33 9.33 0
## 170 79.25 79.25 0
## 171 -32.15 -32.15 0
## 172 -2.32 -2.32 0
## 173 -19.07 -19.07 0
## 174 11.45 11.45 0
## 175 56.81 56.81 0
## 176 -20.90 -20.90 0
## 177 10.72 10.72 0
## 178 10.72 10.72 0
## 179 99.16 99.16 0
## 180 0.68 0.68 0
## 181 8.07 8.07 0
## 182 43.24 43.24 0
## 183 -53.93 -53.93 0
## 184 -14.41 -14.41 0
## 185 33.06 33.06 0
## 186 -26.80 -26.80 0
## 187 -11.78 -11.78 0
## 188 2.02 2.02 0
## 189 75.55 75.55 0
## 190 -31.29 -31.29 0
## 191 11.46 11.46 0
## 192 -34.64 -34.64 0
## 193 -47.21 -47.21 0
## 194 -20.94 -20.94 0
## 195 -16.29 -16.29 0
## 196 -54.55 -54.55 0
## 197 -31.98 -31.98 0
## 198 8.34 8.34 0
## 199 -9.58 -9.58 0
## 200 49.59 49.59 0#parte 3
descontrol<-eigen(x=ademir_matriz)
autovalor<-descontrol$values
print(autovalor)## [1] 311421698.6388 70252.5341 40973.4590 3714.3627 12.7735print(autovalor>0)## [1] TRUE TRUE TRUE TRUE TRUE