| Multiple Linear Regression - Estimated Regression Equation |
| Belonging[t] = + 13.1507084450508 -0.0618720549305274Connected[t] -0.00145710919204592Separate[t] + 0.0432478808620867Learning[t] + 0.0385218197353962Software[t] + 0.0156046959869428Happiness[t] -0.185419321745514Depression[t] + 1.41465286364024Belonging_Final[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | 13.1507084450508 | 3.082276 | 4.2666 | 2.8e-05 | 1.4e-05 |
| Connected | -0.0618720549305274 | 0.057508 | -1.0759 | 0.282991 | 0.141495 |
| Separate | -0.00145710919204592 | 0.059015 | -0.0247 | 0.980321 | 0.490161 |
| Learning | 0.0432478808620867 | 0.103152 | 0.4193 | 0.675376 | 0.337688 |
| Software | 0.0385218197353962 | 0.106063 | 0.3632 | 0.716757 | 0.358378 |
| Happiness | 0.0156046959869428 | 0.096232 | 0.1622 | 0.87131 | 0.435655 |
| Depression | -0.185419321745514 | 0.069419 | -2.671 | 0.008047 | 0.004023 |
| Belonging_Final | 1.41465286364024 | 0.029512 | 47.9355 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.955412016971565 |
| R-squared | 0.912812122173675 |
| Adjusted R-squared | 0.910428078639361 |
| F-TEST (value) | 382.88399898557 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.11125322250405 |
| Sum Squared Residuals | 2478.0535333227 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 53 | 54.8453938509924 | -1.84539385099237 |
| 2 | 83 | 82.1953449537143 | 0.804655046285673 |
| 3 | 66 | 69.6342864321334 | -3.63428643213344 |
| 4 | 67 | 68.0274311703578 | -1.02743117035782 |
| 5 | 76 | 73.5293006325231 | 2.4706993674769 |
| 6 | 78 | 76.4349082623844 | 1.56509173761558 |
| 7 | 53 | 60.4578961111162 | -7.45789611111617 |
| 8 | 80 | 79.6794698587146 | 0.32053014128541 |
| 9 | 74 | 73.9793039008842 | 0.0206960991157908 |
| 10 | 76 | 76.1137907020774 | -0.113790702077387 |
| 11 | 79 | 79.5606611965796 | -0.560661196579581 |
| 12 | 54 | 57.5246798355563 | -3.5246798355563 |
| 13 | 67 | 68.6929768731643 | -1.69297687316431 |
| 14 | 54 | 56.1353833958272 | -2.13538339582722 |
| 15 | 87 | 85.7713519461669 | 1.22864805383307 |
| 16 | 58 | 60.7837964641213 | -2.7837964641213 |
| 17 | 75 | 73.1925974868826 | 1.80740251311736 |
| 18 | 88 | 86.6883415916101 | 1.31165840838989 |
| 19 | 64 | 68.2495699616815 | -4.24956996168152 |
| 20 | 57 | 61.0451301678948 | -4.04513016789484 |
| 21 | 66 | 68.7585925752518 | -2.7585925752518 |
| 22 | 68 | 72.1622394394591 | -4.16223943945913 |
| 23 | 54 | 56.6817999294014 | -2.68179992940142 |
| 24 | 56 | 61.8538630671094 | -5.85386306710944 |
| 25 | 86 | 83.6761628219651 | 2.32383717803489 |
| 26 | 80 | 76.7636772892337 | 3.23632271076629 |
| 27 | 76 | 70.9896356700985 | 5.01036432990147 |
| 28 | 69 | 71.9249431992698 | -2.92494319926982 |
| 29 | 78 | 73.512652758802 | 4.487347241198 |
| 30 | 67 | 71.995588976834 | -4.99558897683401 |
| 31 | 80 | 80.1973759654606 | -0.197375965460552 |
| 32 | 54 | 56.365800317785 | -2.36580031778495 |
| 33 | 71 | 71.0481203079445 | -0.048120307944471 |
| 34 | 84 | 86.733086005102 | -2.73308600510203 |
| 35 | 74 | 69.2945123045613 | 4.70548769543872 |
| 36 | 71 | 72.8358961927028 | -1.83589619270281 |
| 37 | 63 | 60.8646354370128 | 2.1353645629872 |
| 38 | 71 | 70.7820737484968 | 0.217926251503215 |
| 39 | 76 | 75.8735511000336 | 0.126448899966407 |
| 40 | 69 | 69.7783743135576 | -0.778374313557593 |
| 41 | 74 | 74.1166746175287 | -0.116674617528715 |
| 42 | 75 | 71.965236774494 | 3.034763225506 |
| 43 | 54 | 57.645592838773 | -3.64559283877305 |
| 44 | 52 | 53.3734150688217 | -1.37341506882173 |
| 45 | 69 | 69.3593380032304 | -0.359338003230438 |
| 46 | 68 | 66.0957471359819 | 1.90425286401811 |
| 47 | 65 | 71.2443667684554 | -6.24436676845539 |
| 48 | 75 | 75.4003367778893 | -0.400336777889257 |
| 49 | 74 | 68.8830607076224 | 5.11693929237757 |
| 50 | 75 | 73.6433024048799 | 1.35669759512011 |
| 51 | 72 | 72.9869120265718 | -0.986912026571846 |
| 52 | 67 | 66.3264877259255 | 0.673512274074464 |
| 53 | 63 | 61.2802143102324 | 1.7197856897676 |
| 54 | 62 | 74.8498557533261 | -12.8498557533261 |
| 55 | 63 | 60.7811621232557 | 2.21883787674429 |
| 56 | 76 | 75.681219706967 | 0.318780293033023 |
| 57 | 74 | 73.3409873377592 | 0.659012662240753 |
| 58 | 67 | 70.4418218871389 | -3.4418218871389 |
| 59 | 73 | 71.044580982647 | 1.95541901735299 |
| 60 | 70 | 70.2488687632913 | -0.248868763291277 |
| 61 | 53 | 53.7277178177236 | -0.727717817723627 |
| 62 | 77 | 73.5414646264745 | 3.45853537352554 |
| 63 | 80 | 78.0772885754222 | 1.92271142457784 |
| 64 | 52 | 53.687720281869 | -1.68772028186904 |
| 65 | 54 | 56.6632798803182 | -2.66327988031815 |
| 66 | 80 | 79.6016958526331 | 0.398304147366946 |
| 67 | 66 | 68.6250264367162 | -2.62502643671625 |
| 68 | 73 | 68.4203986217039 | 4.57960137829614 |
| 69 | 63 | 63.24107841769 | -0.24107841768997 |
| 70 | 69 | 69.139121621252 | -0.13912162125203 |
| 71 | 67 | 71.5405083545774 | -4.54050835457745 |
| 72 | 54 | 56.3584447518018 | -2.35844475180176 |
| 73 | 81 | 78.0349553625804 | 2.96504463741959 |
| 74 | 69 | 67.0235879805888 | 1.9764120194112 |
| 75 | 84 | 81.0578362504876 | 2.94216374951237 |
| 76 | 80 | 77.7581749363234 | 2.24182506367655 |
| 77 | 70 | 70.685180908486 | -0.685180908486015 |
| 78 | 69 | 71.4130528816695 | -2.4130528816695 |
| 79 | 77 | 76.7099086582785 | 0.290091341721531 |
| 80 | 54 | 57.1939600473029 | -3.19396004730292 |
| 81 | 79 | 75.4791922601026 | 3.52080773989735 |
| 82 | 71 | 74.3101768209003 | -3.31017682090033 |
| 83 | 73 | 70.7790542704153 | 2.22094572958471 |
| 84 | 72 | 72.4474837837938 | -0.447483783793783 |
| 85 | 77 | 76.4376436907544 | 0.562356309245644 |
| 86 | 75 | 73.1779079298122 | 1.82209207018776 |
| 87 | 69 | 69.6224710061933 | -0.622471006193308 |
| 88 | 54 | 56.5691350103138 | -2.56913501031383 |
| 89 | 70 | 69.0319070087998 | 0.968092991200231 |
| 90 | 73 | 74.974750135792 | -1.97475013579202 |
| 91 | 54 | 56.2948439658684 | -2.29484396586841 |
| 92 | 77 | 74.9773239607903 | 2.02267603920967 |
| 93 | 82 | 77.5814970520189 | 4.41850294798106 |
| 94 | 80 | 76.7109939814389 | 3.28900601856114 |
| 95 | 80 | 76.4611738506759 | 3.53882614932412 |
| 96 | 69 | 70.0538136816989 | -1.05381368169885 |
| 97 | 78 | 75.2315635410087 | 2.76843645899131 |
| 98 | 81 | 78.095133378019 | 2.90486662198099 |
| 99 | 76 | 75.5629442355837 | 0.437055764416277 |
| 100 | 76 | 74.048851475 | 1.95114852500004 |
| 101 | 73 | 72.8060757695086 | 0.193924230491454 |
| 102 | 85 | 83.8987785248565 | 1.10122147514355 |
| 103 | 66 | 69.7499212494633 | -3.74992124946331 |
| 104 | 79 | 75.9238553677038 | 3.07614463229621 |
| 105 | 68 | 66.2719256016839 | 1.72807439831611 |
| 106 | 76 | 76.6447945351313 | -0.644794535131331 |
| 107 | 71 | 69.808789293434 | 1.19121070656601 |
| 108 | 54 | 56.0463233905278 | -2.04632339052778 |
| 109 | 46 | 49.3632079526495 | -3.36320795264947 |
| 110 | 85 | 83.5993818598832 | 1.40061814011676 |
| 111 | 74 | 72.0509495388003 | 1.94905046119968 |
| 112 | 88 | 88.2391712109879 | -0.239171210987949 |
| 113 | 38 | 25.1070379699101 | 12.8929620300899 |
| 114 | 76 | 76.260630725701 | -0.260630725701048 |
| 115 | 86 | 85.4661441218225 | 0.533855878177539 |
| 116 | 54 | 56.463039992799 | -2.46303999279903 |
| 117 | 67 | 71.9551596609797 | -4.95515966097972 |
| 118 | 69 | 70.0090063999161 | -1.00900639991615 |
| 119 | 90 | 87.1444257752432 | 2.85557422475679 |
| 120 | 54 | 56.1304910863229 | -2.13049108632289 |
| 121 | 76 | 75.082709511204 | 0.917290488795971 |
| 122 | 89 | 86.3529399244096 | 2.64706007559043 |
| 123 | 76 | 77.276744290344 | -1.27674429034403 |
| 124 | 73 | 73.8814827165044 | -0.881482716504362 |
| 125 | 79 | 77.1063166284124 | 1.89368337158761 |
| 126 | 90 | 88.3128399769274 | 1.68716002307258 |
| 127 | 74 | 72.1862773758563 | 1.81372262414369 |
| 128 | 81 | 85.2853677494639 | -4.28536774946386 |
| 129 | 72 | 71.9481617638625 | 0.051838236137528 |
| 130 | 71 | 69.7785711566037 | 1.22142884339634 |
| 131 | 66 | 65.2460526131428 | 0.753947386857196 |
| 132 | 77 | 75.0759628092008 | 1.92403719079916 |
| 133 | 65 | 66.4180594328308 | -1.41805943283082 |
| 134 | 74 | 74.9568747385268 | -0.956874738526759 |
| 135 | 85 | 84.8699329747475 | 0.130067025252481 |
| 136 | 54 | 54.8857050894344 | -0.885705089434367 |
| 137 | 63 | 69.1065334979822 | -6.10653349798222 |
| 138 | 54 | 58.822285597587 | -4.82228559758703 |
| 139 | 64 | 66.5433663843943 | -2.54336638439429 |
| 140 | 69 | 67.9826955837185 | 1.01730441628149 |
| 141 | 54 | 57.184823348898 | -3.18482334889803 |
| 142 | 84 | 82.0371490245855 | 1.96285097541447 |
| 143 | 86 | 85.5266249019038 | 0.473375098096202 |
| 144 | 77 | 75.3979376479794 | 1.60206235202061 |
| 145 | 89 | 87.3872793261842 | 1.61272067381577 |
| 146 | 76 | 76.9240341171028 | -0.924034117102832 |
| 147 | 60 | 63.4133521161641 | -3.41335211616405 |
| 148 | 75 | 75.5015357730326 | -0.501535773032578 |
| 149 | 73 | 73.5389847353316 | -0.53898473533156 |
| 150 | 85 | 84.4461196937475 | 0.55388030625249 |
| 151 | 79 | 75.1870881366024 | 3.81291186339756 |
| 152 | 71 | 68.6120195488586 | 2.38798045114141 |
| 153 | 72 | 72.0584067672662 | -0.0584067672662491 |
| 154 | 69 | 69.1112218223618 | -0.111221822361844 |
| 155 | 78 | 80.8170229159575 | -2.81702291595751 |
| 156 | 54 | 56.2948439658684 | -2.29484396586841 |
| 157 | 69 | 70.3629113926983 | -1.36291139269827 |
| 158 | 81 | 85.2853677494639 | -4.28536774946386 |
| 159 | 84 | 82.7975203919233 | 1.20247960807672 |
| 160 | 84 | 79.5249334086407 | 4.4750665913593 |
| 161 | 69 | 74.1751832829428 | -5.17518328294282 |
| 162 | 66 | 68.9257751460021 | -2.92577514600209 |
| 163 | 81 | 76.133218861911 | 4.86678113808901 |
| 164 | 82 | 79.2999370881973 | 2.70006291180268 |
| 165 | 72 | 69.6727400341891 | 2.32725996581094 |
| 166 | 54 | 54.9532709732985 | -0.953270973298456 |
| 167 | 78 | 78.1724438805588 | -0.172443880558833 |
| 168 | 74 | 72.2797076609406 | 1.72029233905945 |
| 169 | 82 | 79.9225490141135 | 2.07745098588648 |
| 170 | 73 | 67.3841397341523 | 5.61586026584771 |
| 171 | 55 | 56.0893182814043 | -1.08931828140432 |
| 172 | 72 | 72.29299863308 | -0.292998633079962 |
| 173 | 78 | 75.8712431329044 | 2.12875686709559 |
| 174 | 59 | 58.542457593736 | 0.457542406263979 |
| 175 | 72 | 71.9477017706145 | 0.0522982293854869 |
| 176 | 78 | 72.9710752478644 | 5.02892475213561 |
| 177 | 68 | 69.6443131899968 | -1.64431318999679 |
| 178 | 69 | 66.9669804390113 | 2.03301956098868 |
| 179 | 67 | 68.5744422142602 | -1.5744422142602 |
| 180 | 74 | 68.6025296898581 | 5.39747031014186 |
| 181 | 54 | 56.887484172001 | -2.88748417200095 |
| 182 | 67 | 68.183185415987 | -1.18318541598698 |
| 183 | 70 | 73.0189397444757 | -3.01893974447567 |
| 184 | 80 | 78.1315328943952 | 1.86846710560483 |
| 185 | 89 | 88.5729391597273 | 0.427060840272732 |
| 186 | 76 | 71.1971946218147 | 4.80280537818531 |
| 187 | 74 | 70.4853951226776 | 3.51460487732237 |
| 188 | 87 | 83.0521427144503 | 3.94785728554966 |
| 189 | 54 | 52.1694477298499 | 1.83055227015009 |
| 190 | 61 | 63.2359901256903 | -2.23599012569035 |
| 191 | 38 | 25.5084608984617 | 12.4915391015383 |
| 192 | 75 | 72.5045124471599 | 2.49548755284009 |
| 193 | 69 | 68.6254589999994 | 0.374541000000632 |
| 194 | 62 | 67.2526895104376 | -5.25268951043759 |
| 195 | 72 | 71.9545417772273 | 0.0454582227727241 |
| 196 | 70 | 72.1240028041475 | -2.12400280414753 |
| 197 | 79 | 76.6393867492556 | 2.36061325074441 |
| 198 | 87 | 84.6230232134233 | 2.37697678657668 |
| 199 | 62 | 60.9570391481135 | 1.04296085188649 |
| 200 | 77 | 72.6867713186391 | 4.31322868136088 |
| 201 | 69 | 71.6381012463713 | -2.63810124637128 |
| 202 | 69 | 67.2079075048477 | 1.79209249515227 |
| 203 | 75 | 69.4653988250286 | 5.53460117497136 |
| 204 | 54 | 59.1015082612388 | -5.10150826123885 |
| 205 | 72 | 71.0408127277623 | 0.959187272237663 |
| 206 | 74 | 73.5500589974434 | 0.449941002556634 |
| 207 | 85 | 87.8463209763439 | -2.8463209763439 |
| 208 | 52 | 53.4095826046428 | -1.40958260464282 |
| 209 | 70 | 71.5878912946151 | -1.58789129461506 |
| 210 | 84 | 80.7901968412178 | 3.20980315878221 |
| 211 | 64 | 65.5546387210637 | -1.55463872106371 |
| 212 | 84 | 84.7177421651424 | -0.717742165142366 |
| 213 | 87 | 85.4117921598151 | 1.58820784018486 |
| 214 | 79 | 79.2683981693537 | -0.268398169353733 |
| 215 | 67 | 65.6940533631713 | 1.30594663682868 |
| 216 | 65 | 68.1969383729806 | -3.19693837298058 |
| 217 | 85 | 84.0045020042367 | 0.995497995763263 |
| 218 | 83 | 83.2342279118176 | -0.234227911817621 |
| 219 | 61 | 58.7158282354636 | 2.28417176453643 |
| 220 | 82 | 83.1776161034778 | -1.17761610347777 |
| 221 | 76 | 74.9822377295382 | 1.01776227046181 |
| 222 | 58 | 53.6166850038928 | 4.38331499610718 |
| 223 | 72 | 71.4219276783205 | 0.578072321679541 |
| 224 | 72 | 72.8617407402879 | -0.861740740287894 |
| 225 | 38 | 23.7113394825943 | 14.2886605174057 |
| 226 | 78 | 75.1649743674566 | 2.83502563254344 |
| 227 | 54 | 57.1171569621615 | -3.11715696216153 |
| 228 | 63 | 58.0719774841671 | 4.92802251583289 |
| 229 | 66 | 67.0970104818159 | -1.09701048181589 |
| 230 | 70 | 70.4530043133501 | -0.453004313350101 |
| 231 | 71 | 70.6202056906726 | 0.379794309327429 |
| 232 | 67 | 71.2897166051455 | -4.28971660514553 |
| 233 | 58 | 61.5371576220935 | -3.53715762209348 |
| 234 | 72 | 74.0084012269826 | -2.00840122698256 |
| 235 | 72 | 72.7734989720807 | -0.773498972080735 |
| 236 | 70 | 70.144943257385 | -0.144943257385025 |
| 237 | 76 | 78.9896226429025 | -2.98962264290246 |
| 238 | 50 | 56.3844111726651 | -6.38441117266513 |
| 239 | 72 | 71.4119839549295 | 0.588016045070456 |
| 240 | 72 | 71.7112064787095 | 0.28879352129046 |
| 241 | 88 | 85.5703495033305 | 2.42965049666954 |
| 242 | 53 | 56.5769701066943 | -3.57697010669426 |
| 243 | 58 | 58.6589335487695 | -0.658933548769483 |
| 244 | 66 | 65.5371170382892 | 0.46288296171077 |
| 245 | 82 | 84.4650101462531 | -2.46501014625306 |
| 246 | 69 | 68.0112546524085 | 0.988745347591502 |
| 247 | 68 | 70.3236149334182 | -2.32361493341819 |
| 248 | 44 | 48.6346165488833 | -4.63461654888328 |
| 249 | 56 | 60.146852852574 | -4.14685285257401 |
| 250 | 53 | 52.3480571687549 | 0.651942831245122 |
| 251 | 70 | 68.9821326655629 | 1.01786733443714 |
| 252 | 78 | 75.3038518542146 | 2.6961481457854 |
| 253 | 71 | 72.0318527525801 | -1.03185275258006 |
| 254 | 72 | 73.5527543385595 | -1.55275433855949 |
| 255 | 68 | 70.9974044593231 | -2.99740445932314 |
| 256 | 67 | 70.2642239854251 | -3.26422398542507 |
| 257 | 75 | 69.162211056752 | 5.83778894324798 |
| 258 | 62 | 65.4887011560844 | -3.48870115608441 |
| 259 | 67 | 67.2514111912597 | -0.251411191259698 |
| 260 | 83 | 83.4646715245736 | -0.464671524573558 |
| 261 | 64 | 64.2591506173862 | -0.259150617386196 |
| 262 | 68 | 67.9394829425309 | 0.0605170574691377 |
| 263 | 62 | 62.5702192200236 | -0.570219220023636 |
| 264 | 72 | 71.0854650870094 | 0.914534912990609 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.0192763363250358 | 0.0385526726500716 | 0.980723663674964 |
| 12 | 0.0128615951753187 | 0.0257231903506373 | 0.987138404824681 |
| 13 | 0.00702188747193523 | 0.0140437749438705 | 0.992978112528065 |
| 14 | 0.00494571757580044 | 0.00989143515160088 | 0.9950542824242 |
| 15 | 0.00145951847820497 | 0.00291903695640994 | 0.998540481521795 |
| 16 | 0.000472361755548825 | 0.00094472351109765 | 0.999527638244451 |
| 17 | 0.00160997363279565 | 0.00321994726559129 | 0.998390026367204 |
| 18 | 0.00147061888012245 | 0.0029412377602449 | 0.998529381119878 |
| 19 | 0.00106654784368777 | 0.00213309568737554 | 0.998933452156312 |
| 20 | 0.000479719584617838 | 0.000959439169235677 | 0.999520280415382 |
| 21 | 0.000253363899627936 | 0.000506727799255871 | 0.999746636100372 |
| 22 | 0.00024010042606073 | 0.000480200852121459 | 0.999759899573939 |
| 23 | 0.00061513705778238 | 0.00123027411556476 | 0.999384862942218 |
| 24 | 0.00244158693092758 | 0.00488317386185517 | 0.997558413069072 |
| 25 | 0.00190909173585164 | 0.00381818347170327 | 0.998090908264148 |
| 26 | 0.00528509616298711 | 0.0105701923259742 | 0.994714903837013 |
| 27 | 0.0487418497808826 | 0.0974836995617651 | 0.951258150219117 |
| 28 | 0.0421936730475328 | 0.0843873460950656 | 0.957806326952467 |
| 29 | 0.119638090783815 | 0.23927618156763 | 0.880361909216185 |
| 30 | 0.186215537051015 | 0.37243107410203 | 0.813784462948985 |
| 31 | 0.149109724771881 | 0.298219449543762 | 0.850890275228119 |
| 32 | 0.125292666361744 | 0.250585332723488 | 0.874707333638256 |
| 33 | 0.0959086893021242 | 0.191817378604248 | 0.904091310697876 |
| 34 | 0.135083622199464 | 0.270167244398928 | 0.864916377800536 |
| 35 | 0.218604109813922 | 0.437208219627843 | 0.781395890186078 |
| 36 | 0.219501380814447 | 0.439002761628895 | 0.780498619185553 |
| 37 | 0.230285197423861 | 0.460570394847722 | 0.769714802576139 |
| 38 | 0.188828615709573 | 0.377657231419145 | 0.811171384290427 |
| 39 | 0.157722702762698 | 0.315445405525395 | 0.842277297237302 |
| 40 | 0.128274540924145 | 0.25654908184829 | 0.871725459075855 |
| 41 | 0.101253536858844 | 0.202507073717687 | 0.898746463141156 |
| 42 | 0.0977970582334522 | 0.195594116466904 | 0.902202941766548 |
| 43 | 0.0815751021752623 | 0.163150204350525 | 0.918424897824738 |
| 44 | 0.068142424267894 | 0.136284848535788 | 0.931857575732106 |
| 45 | 0.0554098689758663 | 0.110819737951733 | 0.944590131024134 |
| 46 | 0.0438017427055296 | 0.0876034854110591 | 0.95619825729447 |
| 47 | 0.100070930089288 | 0.200141860178576 | 0.899929069910712 |
| 48 | 0.0793788633767544 | 0.158757726753509 | 0.920621136623246 |
| 49 | 0.172096495253521 | 0.344192990507042 | 0.827903504746479 |
| 50 | 0.144317926603151 | 0.288635853206302 | 0.855682073396849 |
| 51 | 0.119904401455951 | 0.239808802911901 | 0.880095598544049 |
| 52 | 0.0997208241927696 | 0.199441648385539 | 0.90027917580723 |
| 53 | 0.088862198916748 | 0.177724397833496 | 0.911137801083252 |
| 54 | 0.628875718467658 | 0.742248563064683 | 0.371124281532342 |
| 55 | 0.605347237717023 | 0.789305524565954 | 0.394652762282977 |
| 56 | 0.562492489478589 | 0.875015021042822 | 0.437507510521411 |
| 57 | 0.518027133986726 | 0.963945732026548 | 0.481972866013274 |
| 58 | 0.492648217803533 | 0.985296435607066 | 0.507351782196467 |
| 59 | 0.500437462789188 | 0.999125074421623 | 0.499562537210812 |
| 60 | 0.461019174544706 | 0.922038349089413 | 0.538980825455294 |
| 61 | 0.41807911692376 | 0.83615823384752 | 0.58192088307624 |
| 62 | 0.44144470653954 | 0.88288941307908 | 0.55855529346046 |
| 63 | 0.432848788980774 | 0.865697577961548 | 0.567151211019226 |
| 64 | 0.403941101966706 | 0.807882203933413 | 0.596058898033294 |
| 65 | 0.375378937751469 | 0.750757875502937 | 0.624621062248531 |
| 66 | 0.349452849145478 | 0.698905698290956 | 0.650547150854522 |
| 67 | 0.322865090677986 | 0.645730181355971 | 0.677134909322014 |
| 68 | 0.413766328484001 | 0.827532656968001 | 0.586233671515999 |
| 69 | 0.377951386070759 | 0.755902772141518 | 0.622048613929241 |
| 70 | 0.34728008286079 | 0.69456016572158 | 0.65271991713921 |
| 71 | 0.436986661870676 | 0.873973323741353 | 0.563013338129324 |
| 72 | 0.411572086298024 | 0.823144172596047 | 0.588427913701976 |
| 73 | 0.448636763559609 | 0.897273527119219 | 0.551363236440391 |
| 74 | 0.492119378206229 | 0.984238756412458 | 0.507880621793771 |
| 75 | 0.46620896958415 | 0.932417939168301 | 0.53379103041585 |
| 76 | 0.436363625830697 | 0.872727251661394 | 0.563636374169303 |
| 77 | 0.398954076428066 | 0.797908152856132 | 0.601045923571934 |
| 78 | 0.389755228417248 | 0.779510456834496 | 0.610244771582752 |
| 79 | 0.35339210249178 | 0.706784204983559 | 0.64660789750822 |
| 80 | 0.348241788063091 | 0.696483576126182 | 0.651758211936909 |
| 81 | 0.370556835674028 | 0.741113671348056 | 0.629443164325972 |
| 82 | 0.369588664615242 | 0.739177329230483 | 0.630411335384758 |
| 83 | 0.349050001701008 | 0.698100003402015 | 0.650949998298992 |
| 84 | 0.314159214056574 | 0.628318428113149 | 0.685840785943426 |
| 85 | 0.280456595494109 | 0.560913190988217 | 0.719543404505891 |
| 86 | 0.263070687458207 | 0.526141374916415 | 0.736929312541793 |
| 87 | 0.233967049018535 | 0.46793409803707 | 0.766032950981465 |
| 88 | 0.217130515037694 | 0.434261030075387 | 0.782869484962306 |
| 89 | 0.193382026226208 | 0.386764052452415 | 0.806617973773792 |
| 90 | 0.182839670749921 | 0.365679341499842 | 0.817160329250079 |
| 91 | 0.168555097379901 | 0.337110194759802 | 0.831444902620099 |
| 92 | 0.164779907341498 | 0.329559814682995 | 0.835220092658502 |
| 93 | 0.172897459007034 | 0.345794918014067 | 0.827102540992966 |
| 94 | 0.166006774536163 | 0.332013549072327 | 0.833993225463837 |
| 95 | 0.171786558328427 | 0.343573116656853 | 0.828213441671574 |
| 96 | 0.151451841732677 | 0.302903683465353 | 0.848548158267323 |
| 97 | 0.143895524901111 | 0.287791049802222 | 0.856104475098889 |
| 98 | 0.135245669972695 | 0.27049133994539 | 0.864754330027305 |
| 99 | 0.116124639021439 | 0.232249278042877 | 0.883875360978561 |
| 100 | 0.104632561610845 | 0.209265123221689 | 0.895367438389155 |
| 101 | 0.0885495385241964 | 0.177099077048393 | 0.911450461475804 |
| 102 | 0.0752374599778773 | 0.150474919955755 | 0.924762540022123 |
| 103 | 0.0850365089072141 | 0.170073017814428 | 0.914963491092786 |
| 104 | 0.0863400616407673 | 0.172680123281535 | 0.913659938359233 |
| 105 | 0.0750388844089864 | 0.150077768817973 | 0.924961115591014 |
| 106 | 0.0640865561729232 | 0.128173112345846 | 0.935913443827077 |
| 107 | 0.0548080388059966 | 0.109616077611993 | 0.945191961194003 |
| 108 | 0.0496008079696661 | 0.0992016159393323 | 0.950399192030334 |
| 109 | 0.0483037638048235 | 0.0966075276096469 | 0.951696236195177 |
| 110 | 0.0407369015466096 | 0.0814738030932192 | 0.95926309845339 |
| 111 | 0.036699429956037 | 0.073398859912074 | 0.963300570043963 |
| 112 | 0.0300582389064502 | 0.0601164778129004 | 0.96994176109355 |
| 113 | 0.593906259450805 | 0.812187481098389 | 0.406093740549195 |
| 114 | 0.56578273548485 | 0.8684345290303 | 0.43421726451515 |
| 115 | 0.530518393738004 | 0.938963212523992 | 0.469481606261996 |
| 116 | 0.516974308286427 | 0.966051383427146 | 0.483025691713573 |
| 117 | 0.564364141224664 | 0.871271717550671 | 0.435635858775336 |
| 118 | 0.533358226126186 | 0.933283547747627 | 0.466641773873814 |
| 119 | 0.523214211368334 | 0.953571577263332 | 0.476785788631666 |
| 120 | 0.507274003092664 | 0.985451993814671 | 0.492725996907336 |
| 121 | 0.476135029462054 | 0.952270058924109 | 0.523864970537946 |
| 122 | 0.460624368522273 | 0.921248737044545 | 0.539375631477727 |
| 123 | 0.432945955758826 | 0.865891911517652 | 0.567054044241174 |
| 124 | 0.405232978704602 | 0.810465957409204 | 0.594767021295398 |
| 125 | 0.380942545049537 | 0.761885090099074 | 0.619057454950463 |
| 126 | 0.357884733108244 | 0.715769466216487 | 0.642115266891756 |
| 127 | 0.339053018379891 | 0.678106036759783 | 0.660946981620109 |
| 128 | 0.376805679557863 | 0.753611359115726 | 0.623194320442137 |
| 129 | 0.345083339099482 | 0.690166678198965 | 0.654916660900517 |
| 130 | 0.321513809313011 | 0.643027618626021 | 0.678486190686989 |
| 131 | 0.290631085418814 | 0.581262170837629 | 0.709368914581186 |
| 132 | 0.27602113106871 | 0.55204226213742 | 0.72397886893129 |
| 133 | 0.256351671465364 | 0.512703342930729 | 0.743648328534636 |
| 134 | 0.232104579450889 | 0.464209158901778 | 0.767895420549111 |
| 135 | 0.211289896899504 | 0.422579793799007 | 0.788710103100496 |
| 136 | 0.190957429318966 | 0.381914858637931 | 0.809042570681034 |
| 137 | 0.27263550889159 | 0.54527101778318 | 0.72736449110841 |
| 138 | 0.325696179086997 | 0.651392358173994 | 0.674303820913003 |
| 139 | 0.318125318946315 | 0.636250637892631 | 0.681874681053685 |
| 140 | 0.291154523719885 | 0.582309047439769 | 0.708845476280115 |
| 141 | 0.300515975751575 | 0.601031951503149 | 0.699484024248425 |
| 142 | 0.283110985468321 | 0.566221970936641 | 0.716889014531679 |
| 143 | 0.25368900608435 | 0.507378012168701 | 0.74631099391565 |
| 144 | 0.241419337025125 | 0.48283867405025 | 0.758580662974875 |
| 145 | 0.233780440579743 | 0.467560881159487 | 0.766219559420257 |
| 146 | 0.211656984720454 | 0.423313969440908 | 0.788343015279546 |
| 147 | 0.228919904450444 | 0.457839808900889 | 0.771080095549555 |
| 148 | 0.202988692174842 | 0.405977384349685 | 0.797011307825158 |
| 149 | 0.179059066041912 | 0.358118132083825 | 0.820940933958088 |
| 150 | 0.15689074760494 | 0.31378149520988 | 0.84310925239506 |
| 151 | 0.168916074728711 | 0.337832149457422 | 0.831083925271289 |
| 152 | 0.164099472523785 | 0.328198945047571 | 0.835900527476214 |
| 153 | 0.148763922216814 | 0.297527844433627 | 0.851236077783186 |
| 154 | 0.128656897119007 | 0.257313794238014 | 0.871343102880993 |
| 155 | 0.127268631375027 | 0.254537262750054 | 0.872731368624973 |
| 156 | 0.121162372383333 | 0.242324744766666 | 0.878837627616667 |
| 157 | 0.109972763320384 | 0.219945526640768 | 0.890027236679616 |
| 158 | 0.129267564687968 | 0.258535129375937 | 0.870732435312032 |
| 159 | 0.114182286386188 | 0.228364572772376 | 0.885817713613812 |
| 160 | 0.133040296808874 | 0.266080593617748 | 0.866959703191126 |
| 161 | 0.177145097872919 | 0.354290195745838 | 0.822854902127081 |
| 162 | 0.168097097571344 | 0.336194195142688 | 0.831902902428656 |
| 163 | 0.229233808279675 | 0.45846761655935 | 0.770766191720325 |
| 164 | 0.247062025355735 | 0.494124050711469 | 0.752937974644265 |
| 165 | 0.234663568385995 | 0.46932713677199 | 0.765336431614005 |
| 166 | 0.213396073081326 | 0.426792146162653 | 0.786603926918674 |
| 167 | 0.187500251859636 | 0.375000503719273 | 0.812499748140364 |
| 168 | 0.179646800688848 | 0.359293601377696 | 0.820353199311152 |
| 169 | 0.163772294198633 | 0.327544588397266 | 0.836227705801367 |
| 170 | 0.210241992497114 | 0.420483984994229 | 0.789758007502886 |
| 171 | 0.187136176585076 | 0.374272353170151 | 0.812863823414924 |
| 172 | 0.164402576978622 | 0.328805153957244 | 0.835597423021378 |
| 173 | 0.154105141565622 | 0.308210283131244 | 0.845894858434378 |
| 174 | 0.135083601051645 | 0.27016720210329 | 0.864916398948355 |
| 175 | 0.123525914368229 | 0.247051828736457 | 0.876474085631771 |
| 176 | 0.149032219325553 | 0.298064438651106 | 0.850967780674447 |
| 177 | 0.132900885069833 | 0.265801770139666 | 0.867099114930167 |
| 178 | 0.12461811187188 | 0.24923622374376 | 0.87538188812812 |
| 179 | 0.110947841468042 | 0.221895682936083 | 0.889052158531958 |
| 180 | 0.143041588920636 | 0.286083177841272 | 0.856958411079364 |
| 181 | 0.160110867484684 | 0.320221734969368 | 0.839889132515316 |
| 182 | 0.141342383289682 | 0.282684766579365 | 0.858657616710318 |
| 183 | 0.152675829795158 | 0.305351659590316 | 0.847324170204842 |
| 184 | 0.146717023487656 | 0.293434046975311 | 0.853282976512344 |
| 185 | 0.141647078618491 | 0.283294157236982 | 0.858352921381509 |
| 186 | 0.175815526578758 | 0.351631053157516 | 0.824184473421242 |
| 187 | 0.182977069677126 | 0.365954139354252 | 0.817022930322874 |
| 188 | 0.253673566486107 | 0.507347132972214 | 0.746326433513893 |
| 189 | 0.231309121804502 | 0.462618243609003 | 0.768690878195498 |
| 190 | 0.239288742301507 | 0.478577484603013 | 0.760711257698493 |
| 191 | 0.604059700977403 | 0.791880598045194 | 0.395940299022597 |
| 192 | 0.578762184453721 | 0.842475631092558 | 0.421237815546279 |
| 193 | 0.545730419005994 | 0.908539161988013 | 0.454269580994006 |
| 194 | 0.661133961486992 | 0.677732077026016 | 0.338866038513008 |
| 195 | 0.623500565376431 | 0.752998869247139 | 0.376499434623569 |
| 196 | 0.612934507636513 | 0.774130984726973 | 0.387065492363487 |
| 197 | 0.624403096514826 | 0.751193806970348 | 0.375596903485174 |
| 198 | 0.613562865552248 | 0.772874268895503 | 0.386437134447752 |
| 199 | 0.573475943567492 | 0.853048112865016 | 0.426524056432508 |
| 200 | 0.615509355063692 | 0.768981289872617 | 0.384490644936308 |
| 201 | 0.58734504785299 | 0.82530990429402 | 0.41265495214701 |
| 202 | 0.559477280631234 | 0.881045438737532 | 0.440522719368766 |
| 203 | 0.726494600633342 | 0.547010798733315 | 0.273505399366657 |
| 204 | 0.772203193486882 | 0.455593613026235 | 0.227796806513118 |
| 205 | 0.737844758440636 | 0.524310483118728 | 0.262155241559364 |
| 206 | 0.700531849078387 | 0.598936301843226 | 0.299468150921613 |
| 207 | 0.686942324536882 | 0.626115350926235 | 0.313057675463118 |
| 208 | 0.676000177391074 | 0.647999645217851 | 0.323999822608926 |
| 209 | 0.637367479402893 | 0.725265041194213 | 0.362632520597107 |
| 210 | 0.693709628100451 | 0.612580743799099 | 0.306290371899549 |
| 211 | 0.66068482978459 | 0.678630340430821 | 0.33931517021541 |
| 212 | 0.62482010468664 | 0.75035979062672 | 0.37517989531336 |
| 213 | 0.587793481507172 | 0.824413036985657 | 0.412206518492828 |
| 214 | 0.540781198463398 | 0.918437603073204 | 0.459218801536602 |
| 215 | 0.49687565843132 | 0.993751316862641 | 0.50312434156868 |
| 216 | 0.459906257510947 | 0.919812515021895 | 0.540093742489053 |
| 217 | 0.440267652832596 | 0.880535305665192 | 0.559732347167404 |
| 218 | 0.411368679999528 | 0.822737359999057 | 0.588631320000472 |
| 219 | 0.371325291566539 | 0.742650583133078 | 0.628674708433461 |
| 220 | 0.325951601034129 | 0.651903202068258 | 0.674048398965871 |
| 221 | 0.297322889748616 | 0.594645779497233 | 0.702677110251384 |
| 222 | 0.302134563634498 | 0.604269127268996 | 0.697865436365502 |
| 223 | 0.272048016575292 | 0.544096033150583 | 0.727951983424708 |
| 224 | 0.230928099441087 | 0.461856198882174 | 0.769071900558913 |
| 225 | 0.929409846083225 | 0.141180307833551 | 0.0705901539167753 |
| 226 | 0.922944838769054 | 0.154110322461892 | 0.077055161230946 |
| 227 | 0.90738859040952 | 0.185222819180961 | 0.0926114095904803 |
| 228 | 0.972283173943749 | 0.0554336521125025 | 0.0277168260562512 |
| 229 | 0.961181004447471 | 0.0776379911050571 | 0.0388189955525285 |
| 230 | 0.946172957020812 | 0.107654085958377 | 0.0538270429791883 |
| 231 | 0.932182358416502 | 0.135635283166995 | 0.0678176415834977 |
| 232 | 0.970414897887382 | 0.0591702042252363 | 0.0295851021126181 |
| 233 | 0.970557079000287 | 0.0588858419994251 | 0.0294429209997126 |
| 234 | 0.958079175339248 | 0.0838416493215038 | 0.0419208246607519 |
| 235 | 0.94031209427548 | 0.119375811449039 | 0.0596879057245195 |
| 236 | 0.928485574932789 | 0.143028850134421 | 0.0715144250672107 |
| 237 | 0.909609458817134 | 0.180781082365733 | 0.0903905411828664 |
| 238 | 0.89737775224159 | 0.20524449551682 | 0.10262224775841 |
| 239 | 0.862003854272503 | 0.275992291454994 | 0.137996145727497 |
| 240 | 0.84952976470654 | 0.30094047058692 | 0.15047023529346 |
| 241 | 0.800847951501682 | 0.398304096996635 | 0.199152048498318 |
| 242 | 0.785860925582445 | 0.428278148835111 | 0.214139074417555 |
| 243 | 0.724326975007587 | 0.551346049984826 | 0.275673024992413 |
| 244 | 0.687565582129087 | 0.624868835741826 | 0.312434417870913 |
| 245 | 0.61847308916418 | 0.763053821671639 | 0.38152691083582 |
| 246 | 0.527920778731046 | 0.944158442537909 | 0.472079221268954 |
| 247 | 0.510454575881816 | 0.979090848236368 | 0.489545424118184 |
| 248 | 0.472064616104749 | 0.944129232209497 | 0.527935383895251 |
| 249 | 0.641832011180932 | 0.716335977638136 | 0.358167988819068 |
| 250 | 0.687076289626229 | 0.625847420747543 | 0.312923710373771 |
| 251 | 0.572224674356084 | 0.855550651287832 | 0.427775325643916 |
| 252 | 0.428777490198189 | 0.857554980396377 | 0.571222509801811 |
| 253 | 0.280883434041271 | 0.561766868082542 | 0.719116565958729 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 12 | 0.0493827160493827 | NOK |
| 5% type I error level | 16 | 0.065843621399177 | NOK |
| 10% type I error level | 29 | 0.119341563786008 | NOK |
