| Multiple Linear Regression - Estimated Regression Equation |
| Software[t] = -3.58404048669344 + 0.76953516038212month[t] -0.0179428824621839Connected[t] + 0.0369197456089638Separate[t] + 0.519756244301807Learning[t] -0.0332102096938587Happiness[t] -0.0115326014852726Depression[t] + 0.00810469831161155Belonging[t] -0.003066058865331Belonging_Final[t] -0.011814834728254t + 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) | -3.58404048669344 | 3.772925 | -0.9499 | 0.343047 | 0.171524 |
| month | 0.76953516038212 | 0.393103 | 1.9576 | 0.051373 | 0.025686 |
| Connected | -0.0179428824621839 | 0.033633 | -0.5335 | 0.594161 | 0.29708 |
| Separate | 0.0369197456089638 | 0.034113 | 1.0823 | 0.28016 | 0.14008 |
| Learning | 0.519756244301807 | 0.05129 | 10.1337 | 0 | 0 |
| Happiness | -0.0332102096938587 | 0.056401 | -0.5888 | 0.556506 | 0.278253 |
| Depression | -0.0115326014852726 | 0.041162 | -0.2802 | 0.779573 | 0.389787 |
| Belonging | 0.00810469831161155 | 0.036808 | 0.2202 | 0.825901 | 0.41295 |
| Belonging_Final | -0.003066058865331 | 0.054668 | -0.0561 | 0.955318 | 0.477659 |
| t | -0.011814834728254 | 0.00415 | -2.8472 | 0.004771 | 0.002386 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.646084274787135 |
| R-squared | 0.417424890127218 |
| Adjusted R-squared | 0.396782464974246 |
| F-TEST (value) | 20.2216981306146 |
| F-TEST (DF numerator) | 9 |
| F-TEST (DF denominator) | 254 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.80190809101452 |
| Sum Squared Residuals | 824.705683189756 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12 | 10.4821854234195 | 1.51781457658049 |
| 2 | 11 | 11.9075842064841 | -0.907584206484133 |
| 3 | 15 | 13.8149716055396 | 1.18502839446038 |
| 4 | 6 | 11.6333751703777 | -5.63337517037766 |
| 5 | 13 | 11.0166321647319 | 1.98336783526813 |
| 6 | 10 | 10.2222765701055 | -0.222276570105538 |
| 7 | 12 | 13.176625117343 | -1.17662511734304 |
| 8 | 14 | 11.6689912101308 | 2.33100878986916 |
| 9 | 12 | 11.0065730579505 | 0.993426942049482 |
| 10 | 9 | 11.5828102963255 | -2.58281029632552 |
| 11 | 10 | 11.8007299664464 | -1.80072996644642 |
| 12 | 12 | 11.7386444011073 | 0.261355598892743 |
| 13 | 12 | 12.0237937721744 | -0.0237937721743902 |
| 14 | 11 | 11.83930008687 | -0.839300086869993 |
| 15 | 15 | 12.6038228991376 | 2.39617710086238 |
| 16 | 12 | 11.3265566583403 | 0.673443341659683 |
| 17 | 10 | 11.3162358896638 | -1.31623588966378 |
| 18 | 12 | 14.1015687088112 | -2.10156870881119 |
| 19 | 11 | 12.9888077393546 | -1.98880773935461 |
| 20 | 12 | 11.6991413019061 | 0.300858698093912 |
| 21 | 11 | 11.7558018890754 | -0.755801889075384 |
| 22 | 12 | 11.8756764267919 | 0.1243235732081 |
| 23 | 13 | 13.3817209295794 | -0.38172092957939 |
| 24 | 11 | 11.9307432500581 | -0.930743250058119 |
| 25 | 12 | 12.2100574977995 | -0.210057497799463 |
| 26 | 13 | 12.4178058831252 | 0.582194116874759 |
| 27 | 10 | 11.8110172246203 | -1.81101722462031 |
| 28 | 14 | 11.3676053505947 | 2.63239464940525 |
| 29 | 12 | 11.776066395463 | 0.223933604536968 |
| 30 | 10 | 10.7650840073673 | -0.765084007367292 |
| 31 | 12 | 11.2231247143056 | 0.776875285694439 |
| 32 | 8 | 9.62950222804292 | -1.62950222804292 |
| 33 | 10 | 10.4727927629825 | -0.472792762982493 |
| 34 | 12 | 11.9023597863329 | 0.0976402136670583 |
| 35 | 12 | 10.5584849737295 | 1.4415150262705 |
| 36 | 7 | 8.57508653891843 | -1.57508653891843 |
| 37 | 9 | 8.59396593595696 | 0.406034064043041 |
| 38 | 12 | 10.5488561794385 | 1.45114382056149 |
| 39 | 10 | 11.6162846178761 | -1.61628461787612 |
| 40 | 10 | 11.6590241656482 | -1.65902416564817 |
| 41 | 10 | 11.5508413174462 | -1.5508413174462 |
| 42 | 12 | 10.5105599271666 | 1.48944007283343 |
| 43 | 15 | 13.4413148746779 | 1.55868512532211 |
| 44 | 10 | 10.4552789181056 | -0.455278918105551 |
| 45 | 10 | 10.2440571070989 | -0.244057107098923 |
| 46 | 12 | 9.05715769641412 | 2.94284230358588 |
| 47 | 13 | 10.6141249901998 | 2.38587500980021 |
| 48 | 11 | 11.075965687589 | -0.0759656875890157 |
| 49 | 11 | 11.5693661440328 | -0.569366144032777 |
| 50 | 12 | 10.4385123485549 | 1.5614876514451 |
| 51 | 14 | 11.6860397071913 | 2.31396029280866 |
| 52 | 10 | 10.3313851763377 | -0.331385176337656 |
| 53 | 12 | 9.42109669632271 | 2.57890330367729 |
| 54 | 13 | 11.6142407700698 | 1.38575922993022 |
| 55 | 5 | 7.8518626079202 | -2.8518626079202 |
| 56 | 6 | 10.3915135154692 | -4.39151351546923 |
| 57 | 12 | 11.3204170724527 | 0.679582927547251 |
| 58 | 12 | 11.519836966396 | 0.480163033604005 |
| 59 | 11 | 11.052222477487 | -0.0522224774870326 |
| 60 | 10 | 11.4402330584058 | -1.44023305840583 |
| 61 | 7 | 9.1887137926978 | -2.1887137926978 |
| 62 | 12 | 11.4147631067753 | 0.585236893224654 |
| 63 | 14 | 11.5931758852314 | 2.40682411476865 |
| 64 | 11 | 10.2981728252194 | 0.701827174780583 |
| 65 | 12 | 11.1127625199563 | 0.887237480043656 |
| 66 | 13 | 12.9445961468001 | 0.0554038531999405 |
| 67 | 14 | 13.1663459997828 | 0.833654000217238 |
| 68 | 11 | 13.051082239735 | -2.05108223973502 |
| 69 | 12 | 10.0561886528658 | 1.94381134713417 |
| 70 | 12 | 12.1092424412897 | -0.109242441289716 |
| 71 | 8 | 8.91054304458035 | -0.910543044580353 |
| 72 | 11 | 11.016072802622 | -0.0160728026219689 |
| 73 | 14 | 13.2954854274213 | 0.704514572578696 |
| 74 | 14 | 13.2476084497014 | 0.752391550298631 |
| 75 | 12 | 11.8969739216161 | 0.103026078383948 |
| 76 | 9 | 12.3375568191361 | -3.33755681913614 |
| 77 | 13 | 11.9408036548114 | 1.05919634518859 |
| 78 | 11 | 11.8368386694733 | -0.836838669473322 |
| 79 | 12 | 10.408761793063 | 1.59123820693698 |
| 80 | 12 | 11.6161183549211 | 0.383881645078944 |
| 81 | 12 | 12.0816258307049 | -0.0816258307049354 |
| 82 | 12 | 12.0321386520043 | -0.0321386520042612 |
| 83 | 12 | 11.2715363258182 | 0.728463674181814 |
| 84 | 11 | 11.4083951015267 | -0.408395101526732 |
| 85 | 10 | 11.8406373149819 | -1.84063731498186 |
| 86 | 9 | 10.9516660556244 | -1.95166605562436 |
| 87 | 12 | 11.8897921916713 | 0.110207808328722 |
| 88 | 12 | 11.7805458559257 | 0.219454144074321 |
| 89 | 12 | 11.4316706247546 | 0.568329375245435 |
| 90 | 9 | 9.79403929363986 | -0.794039293639859 |
| 91 | 15 | 12.1392574188074 | 2.86074258119256 |
| 92 | 12 | 12.0611010122208 | -0.0611010122208251 |
| 93 | 12 | 11.1479382682115 | 0.852061731788505 |
| 94 | 12 | 10.2731774591333 | 1.72682254086674 |
| 95 | 10 | 11.7803892794887 | -1.7803892794887 |
| 96 | 13 | 11.7658308494585 | 1.23416915054148 |
| 97 | 9 | 11.6972094934659 | -2.69720949346593 |
| 98 | 12 | 11.6788194787628 | 0.321180521237202 |
| 99 | 10 | 10.8346077060054 | -0.834607706005373 |
| 100 | 14 | 11.6912937045852 | 2.30870629541476 |
| 101 | 11 | 11.733043351333 | -0.733043351333031 |
| 102 | 15 | 13.8811194023398 | 1.11888059766021 |
| 103 | 11 | 11.0642721361578 | -0.0642721361578231 |
| 104 | 11 | 11.8599148024903 | -0.859914802490292 |
| 105 | 12 | 9.99870096383018 | 2.00129903616982 |
| 106 | 12 | 12.1187866853865 | -0.118786685386485 |
| 107 | 12 | 11.6283538875765 | 0.37164611242351 |
| 108 | 11 | 11.6290388500338 | -0.629038850033779 |
| 109 | 7 | 9.51160425686141 | -2.51160425686141 |
| 110 | 12 | 11.7146188119761 | 0.28538118802394 |
| 111 | 14 | 11.7046263759617 | 2.29537362403826 |
| 112 | 11 | 12.5494319833421 | -1.54943198334211 |
| 113 | 11 | 9.81356526539396 | 1.18643473460604 |
| 114 | 10 | 9.32855690203165 | 0.67144309796835 |
| 115 | 13 | 12.5135762941787 | 0.4864237058213 |
| 116 | 13 | 10.6121268217453 | 2.38787317825466 |
| 117 | 8 | 10.6655361365725 | -2.66553613657249 |
| 118 | 11 | 10.0357811322548 | 0.964218867745233 |
| 119 | 12 | 11.5915846541129 | 0.408415345887119 |
| 120 | 11 | 9.98923981960607 | 1.01076018039393 |
| 121 | 13 | 11.2869388063217 | 1.71306119367832 |
| 122 | 12 | 10.1155122106505 | 1.88448778934946 |
| 123 | 14 | 11.5946883841431 | 2.40531161585689 |
| 124 | 13 | 10.7698421866525 | 2.2301578133475 |
| 125 | 15 | 11.5502539912816 | 3.44974600871838 |
| 126 | 10 | 10.8046002831306 | -0.80460028313059 |
| 127 | 11 | 11.8820080155201 | -0.882008015520087 |
| 128 | 9 | 10.8684784999657 | -1.86847849996566 |
| 129 | 11 | 9.2151778113691 | 1.78482218863091 |
| 130 | 10 | 11.4237296430119 | -1.42372964301193 |
| 131 | 11 | 8.3228851782932 | 2.6771148217068 |
| 132 | 8 | 11.3857120327997 | -3.38571203279971 |
| 133 | 11 | 9.13316843963616 | 1.86683156036384 |
| 134 | 12 | 10.3659389698297 | 1.63406103017028 |
| 135 | 12 | 10.6427309379395 | 1.35726906206047 |
| 136 | 9 | 9.27707008994215 | -0.27707008994215 |
| 137 | 11 | 10.7265776812633 | 0.273422318736661 |
| 138 | 10 | 8.73259495254044 | 1.26740504745956 |
| 139 | 8 | 9.1044410616345 | -1.1044410616345 |
| 140 | 9 | 8.77390650865731 | 0.226093491342694 |
| 141 | 8 | 11.1656130471982 | -3.16561304719824 |
| 142 | 9 | 10.8892982440569 | -1.88929824405688 |
| 143 | 15 | 11.9427193079651 | 3.05728069203487 |
| 144 | 11 | 10.8654783167243 | 0.134521683275723 |
| 145 | 8 | 7.91698228064001 | 0.0830177193599868 |
| 146 | 13 | 11.9667162689743 | 1.03328373102575 |
| 147 | 12 | 9.66906419715512 | 2.33093580284488 |
| 148 | 12 | 11.1905878941644 | 0.809412105835587 |
| 149 | 9 | 9.59375584532932 | -0.593755845329324 |
| 150 | 7 | 8.15133255979377 | -1.15133255979376 |
| 151 | 13 | 10.6044237104854 | 2.39557628951459 |
| 152 | 9 | 11.2390168748651 | -2.2390168748651 |
| 153 | 6 | 11.3433284593189 | -5.34332845931886 |
| 154 | 8 | 9.28169298278866 | -1.28169298278866 |
| 155 | 8 | 7.86644908331102 | 0.133550916688975 |
| 156 | 15 | 11.3712931614709 | 3.62870683852907 |
| 157 | 6 | 9.60605588524128 | -3.60605588524128 |
| 158 | 9 | 10.514033458118 | -1.51403345811804 |
| 159 | 11 | 11.1091256765928 | -0.109125676592751 |
| 160 | 8 | 9.20817295842716 | -1.20817295842716 |
| 161 | 8 | 9.48693786592225 | -1.48693786592225 |
| 162 | 10 | 9.99331481158232 | 0.00668518841767825 |
| 163 | 8 | 9.48176361799367 | -1.48176361799367 |
| 164 | 14 | 12.0648585402182 | 1.93514145978183 |
| 165 | 10 | 11.4695631104637 | -1.46956311046372 |
| 166 | 8 | 8.50002097029168 | -0.500020970291678 |
| 167 | 11 | 10.7460829185796 | 0.253917081420426 |
| 168 | 12 | 8.97461357455498 | 3.02538642544503 |
| 169 | 12 | 10.4617315210613 | 1.53826847893867 |
| 170 | 12 | 12.0294528928777 | -0.0294528928777491 |
| 171 | 5 | 9.32375800275669 | -4.32375800275669 |
| 172 | 12 | 11.6637585474086 | 0.336241452591394 |
| 173 | 10 | 9.68126631307497 | 0.318733686925034 |
| 174 | 7 | 7.64859947115942 | -0.648599471159415 |
| 175 | 12 | 9.20547875405067 | 2.79452124594933 |
| 176 | 11 | 11.2775316262317 | -0.277531626231655 |
| 177 | 8 | 9.51702585919688 | -1.51702585919688 |
| 178 | 9 | 9.41159294886717 | -0.41159294886717 |
| 179 | 10 | 10.4014780423728 | -0.401478042372832 |
| 180 | 9 | 9.61965648730361 | -0.619656487303614 |
| 181 | 12 | 11.486300388028 | 0.51369961197202 |
| 182 | 6 | 8.8092367603918 | -2.8092367603918 |
| 183 | 15 | 13.1743921795611 | 1.8256078204389 |
| 184 | 12 | 10.9237987667884 | 1.0762012332116 |
| 185 | 12 | 7.38662421078078 | 4.61337578921922 |
| 186 | 12 | 11.5845238573839 | 0.415476142616064 |
| 187 | 11 | 11.9581637058654 | -0.958163705865438 |
| 188 | 7 | 9.25060130695437 | -2.25060130695437 |
| 189 | 7 | 8.64899616535271 | -1.64899616535271 |
| 190 | 5 | 8.87559833303154 | -3.87559833303154 |
| 191 | 12 | 10.4147546301531 | 1.58524536984691 |
| 192 | 12 | 11.6161350420391 | 0.383864957960852 |
| 193 | 3 | 9.2411450163548 | -6.2411450163548 |
| 194 | 11 | 11.4698469018573 | -0.469846901857283 |
| 195 | 10 | 9.73006642428058 | 0.269933575719425 |
| 196 | 12 | 10.9960545749277 | 1.0039454250723 |
| 197 | 9 | 11.2129158321836 | -2.21291583218361 |
| 198 | 12 | 11.5362000516786 | 0.463799948321352 |
| 199 | 9 | 10.336764082188 | -1.33676408218799 |
| 200 | 12 | 11.4563947907489 | 0.543605209251125 |
| 201 | 12 | 11.3208417812954 | 0.679158218704589 |
| 202 | 10 | 10.2478377374612 | -0.247837737461182 |
| 203 | 9 | 8.52185334505119 | 0.478146654948805 |
| 204 | 12 | 9.01622128206681 | 2.9837787179332 |
| 205 | 8 | 10.7449910376785 | -2.74499103767854 |
| 206 | 11 | 10.776084887628 | 0.223915112371953 |
| 207 | 11 | 11.4062370643019 | -0.406237064301928 |
| 208 | 12 | 11.0626146286059 | 0.937385371394063 |
| 209 | 10 | 8.54050548800613 | 1.45949451199387 |
| 210 | 10 | 10.662105392469 | -0.662105392469014 |
| 211 | 12 | 9.13439690768707 | 2.86560309231293 |
| 212 | 12 | 9.36205843945968 | 2.63794156054032 |
| 213 | 11 | 10.9929704258936 | 0.00702957410642848 |
| 214 | 8 | 10.7999690617809 | -2.79996906178092 |
| 215 | 12 | 11.1799528302841 | 0.820047169715862 |
| 216 | 10 | 9.77904233977502 | 0.220957660224979 |
| 217 | 11 | 11.6909913840273 | -0.690991384027324 |
| 218 | 10 | 10.0472194069847 | -0.0472194069846633 |
| 219 | 8 | 9.56108554325039 | -1.56108554325039 |
| 220 | 12 | 10.7173932462853 | 1.28260675371468 |
| 221 | 12 | 9.58816453683015 | 2.41183546316985 |
| 222 | 10 | 9.8870918007457 | 0.112908199254296 |
| 223 | 12 | 10.5522739020444 | 1.44772609795563 |
| 224 | 9 | 8.94328586274795 | 0.0567141372520499 |
| 225 | 9 | 9.43156784767182 | -0.431567847671817 |
| 226 | 6 | 6.96812057701776 | -0.968120577017763 |
| 227 | 10 | 9.67928988333045 | 0.320710116669546 |
| 228 | 9 | 9.99624386720667 | -0.996243867206671 |
| 229 | 9 | 8.37606551795147 | 0.623934482048527 |
| 230 | 9 | 9.00289453889522 | -0.00289453889521819 |
| 231 | 6 | 9.24624389113926 | -3.24624389113926 |
| 232 | 10 | 8.07289696125591 | 1.92710303874409 |
| 233 | 6 | 10.8829366307167 | -4.88293663071672 |
| 234 | 14 | 11.7691933920382 | 2.23080660796175 |
| 235 | 10 | 9.24604006795855 | 0.753959932041448 |
| 236 | 10 | 8.21715193737839 | 1.78284806262161 |
| 237 | 6 | 4.47153852812902 | 1.52846147187098 |
| 238 | 12 | 8.89903457860828 | 3.10096542139172 |
| 239 | 12 | 10.9901062427108 | 1.00989375728915 |
| 240 | 7 | 7.63148226682086 | -0.631482266820859 |
| 241 | 8 | 9.00438387301048 | -1.00438387301048 |
| 242 | 11 | 8.76342331835451 | 2.23657668164549 |
| 243 | 3 | 7.51847235136829 | -4.51847235136829 |
| 244 | 6 | 9.17443209252123 | -3.17443209252123 |
| 245 | 10 | 10.1056554718797 | -0.105655471879743 |
| 246 | 8 | 8.81780474571089 | -0.817804745710885 |
| 247 | 9 | 9.7717455830614 | -0.771745583061396 |
| 248 | 9 | 7.22131604751021 | 1.7786839524898 |
| 249 | 8 | 8.39115811245736 | -0.391158112457362 |
| 250 | 9 | 8.2803300120063 | 0.719669987993699 |
| 251 | 7 | 8.11062828568229 | -1.11062828568229 |
| 252 | 7 | 7.55066185760807 | -0.55066185760807 |
| 253 | 6 | 8.62003125264115 | -2.62003125264115 |
| 254 | 9 | 10.6492039877645 | -1.64920398776448 |
| 255 | 10 | 8.48123946096089 | 1.51876053903911 |
| 256 | 11 | 9.58079232574706 | 1.41920767425294 |
| 257 | 12 | 10.8334986862589 | 1.16650131374108 |
| 258 | 8 | 9.60777906773184 | -1.60777906773183 |
| 259 | 11 | 8.91518416413199 | 2.08481583586801 |
| 260 | 3 | 4.45649769750934 | -1.45649769750934 |
| 261 | 11 | 10.0155089212759 | 0.984491078724085 |
| 262 | 12 | 8.08443730393345 | 3.91556269606655 |
| 263 | 7 | 7.9989852737733 | -0.998985273773303 |
| 264 | 9 | 9.54776919124914 | -0.547769191249143 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 13 | 0.996070085890513 | 0.00785982821897461 | 0.0039299141094873 |
| 14 | 0.9944104396165 | 0.0111791207669996 | 0.00558956038349982 |
| 15 | 0.990357101093835 | 0.0192857978123301 | 0.00964289890616503 |
| 16 | 0.985904923821373 | 0.0281901523572548 | 0.0140950761786274 |
| 17 | 0.974704347274883 | 0.0505913054502345 | 0.0252956527251172 |
| 18 | 0.972064845062283 | 0.0558703098754342 | 0.0279351549377171 |
| 19 | 0.962069875508128 | 0.0758602489837442 | 0.0379301244918721 |
| 20 | 0.941283314725513 | 0.117433370548975 | 0.0587166852744875 |
| 21 | 0.918028269692177 | 0.163943460615646 | 0.0819717303078231 |
| 22 | 0.891081779578013 | 0.217836440843975 | 0.108918220421987 |
| 23 | 0.861945474343341 | 0.276109051313318 | 0.138054525656659 |
| 24 | 0.829339395482319 | 0.341321209035363 | 0.170660604517681 |
| 25 | 0.793946078431661 | 0.412107843136679 | 0.206053921568339 |
| 26 | 0.790648948349788 | 0.418702103300425 | 0.209351051650212 |
| 27 | 0.80215946980409 | 0.395681060391819 | 0.19784053019591 |
| 28 | 0.803763510622972 | 0.392472978754056 | 0.196236489377028 |
| 29 | 0.754001110743693 | 0.491997778512614 | 0.245998889256307 |
| 30 | 0.71780205300753 | 0.56439589398494 | 0.28219794699247 |
| 31 | 0.66915577234291 | 0.66168845531418 | 0.33084422765709 |
| 32 | 0.686294826815393 | 0.627410346369214 | 0.313705173184607 |
| 33 | 0.629774820375707 | 0.740450359248586 | 0.370225179624293 |
| 34 | 0.572970924432718 | 0.854058151134564 | 0.427029075567282 |
| 35 | 0.55450820956673 | 0.89098358086654 | 0.44549179043327 |
| 36 | 0.541379294316972 | 0.917241411366055 | 0.458620705683028 |
| 37 | 0.483971618137872 | 0.967943236275744 | 0.516028381862128 |
| 38 | 0.465457456262544 | 0.930914912525087 | 0.534542543737456 |
| 39 | 0.443503933012986 | 0.887007866025973 | 0.556496066987014 |
| 40 | 0.412731703680026 | 0.825463407360052 | 0.587268296319974 |
| 41 | 0.374617132237804 | 0.749234264475608 | 0.625382867762196 |
| 42 | 0.343910732618443 | 0.687821465236885 | 0.656089267381557 |
| 43 | 0.392552919247469 | 0.785105838494937 | 0.607447080752531 |
| 44 | 0.346645718798011 | 0.693291437596023 | 0.653354281201988 |
| 45 | 0.300287793278162 | 0.600575586556324 | 0.699712206721838 |
| 46 | 0.336356212935375 | 0.67271242587075 | 0.663643787064625 |
| 47 | 0.338441893954848 | 0.676883787909696 | 0.661558106045152 |
| 48 | 0.2969789785358 | 0.593957957071601 | 0.7030210214642 |
| 49 | 0.297017733679792 | 0.594035467359584 | 0.702982266320208 |
| 50 | 0.272246998757864 | 0.544493997515728 | 0.727753001242136 |
| 51 | 0.269452834434003 | 0.538905668868007 | 0.730547165565997 |
| 52 | 0.234319872563754 | 0.468639745127508 | 0.765680127436246 |
| 53 | 0.231109019765558 | 0.462218039531116 | 0.768890980234442 |
| 54 | 0.199381697353121 | 0.398763394706241 | 0.800618302646879 |
| 55 | 0.301057737762856 | 0.602115475525713 | 0.698942262237144 |
| 56 | 0.619997246980685 | 0.76000550603863 | 0.380002753019315 |
| 57 | 0.577618892043839 | 0.844762215912323 | 0.422381107956162 |
| 58 | 0.533706364414485 | 0.932587271171029 | 0.466293635585514 |
| 59 | 0.491198656091341 | 0.982397312182682 | 0.508801343908659 |
| 60 | 0.487218460743589 | 0.974436921487178 | 0.512781539256411 |
| 61 | 0.495898534906367 | 0.991797069812734 | 0.504101465093633 |
| 62 | 0.454151568815401 | 0.908303137630802 | 0.545848431184599 |
| 63 | 0.465507781133101 | 0.931015562266203 | 0.534492218866899 |
| 64 | 0.42395982829498 | 0.84791965658996 | 0.57604017170502 |
| 65 | 0.39391353085766 | 0.787827061715319 | 0.60608646914234 |
| 66 | 0.352532328202667 | 0.705064656405333 | 0.647467671797334 |
| 67 | 0.319173380759271 | 0.638346761518541 | 0.680826619240729 |
| 68 | 0.305833401207103 | 0.611666802414205 | 0.694166598792897 |
| 69 | 0.286172956833456 | 0.572345913666913 | 0.713827043166544 |
| 70 | 0.254943759327095 | 0.509887518654189 | 0.745056240672905 |
| 71 | 0.235799169523494 | 0.471598339046989 | 0.764200830476506 |
| 72 | 0.205623684208876 | 0.411247368417753 | 0.794376315791124 |
| 73 | 0.177933745061377 | 0.355867490122754 | 0.822066254938623 |
| 74 | 0.152954324832597 | 0.305908649665194 | 0.847045675167403 |
| 75 | 0.136917377741352 | 0.273834755482704 | 0.863082622258648 |
| 76 | 0.180048014468454 | 0.360096028936909 | 0.819951985531546 |
| 77 | 0.160718141730425 | 0.321436283460849 | 0.839281858269575 |
| 78 | 0.139357404596229 | 0.278714809192458 | 0.860642595403771 |
| 79 | 0.139495917443344 | 0.278991834886689 | 0.860504082556656 |
| 80 | 0.128947727195419 | 0.257895454390838 | 0.871052272804581 |
| 81 | 0.110239901882883 | 0.220479803765766 | 0.889760098117117 |
| 82 | 0.0934760646198109 | 0.186952129239622 | 0.906523935380189 |
| 83 | 0.0798740371870042 | 0.159748074374008 | 0.920125962812996 |
| 84 | 0.0673852402500654 | 0.134770480500131 | 0.932614759749935 |
| 85 | 0.0666191432575707 | 0.133238286515141 | 0.933380856742429 |
| 86 | 0.0790532846962919 | 0.158106569392584 | 0.920946715303708 |
| 87 | 0.0654202904489412 | 0.130840580897882 | 0.934579709551059 |
| 88 | 0.0540215460639553 | 0.108043092127911 | 0.945978453936045 |
| 89 | 0.0457398567279106 | 0.0914797134558211 | 0.954260143272089 |
| 90 | 0.0398125210683517 | 0.0796250421367034 | 0.960187478931648 |
| 91 | 0.0562148779043869 | 0.112429755808774 | 0.943785122095613 |
| 92 | 0.0476450738008179 | 0.0952901476016357 | 0.952354926199182 |
| 93 | 0.0425360874400344 | 0.0850721748800689 | 0.957463912559966 |
| 94 | 0.0421734318118538 | 0.0843468636237077 | 0.957826568188146 |
| 95 | 0.0448331905044137 | 0.0896663810088273 | 0.955166809495586 |
| 96 | 0.0392350921430872 | 0.0784701842861745 | 0.960764907856913 |
| 97 | 0.0518044924999476 | 0.103608984999895 | 0.948195507500052 |
| 98 | 0.0426350301108135 | 0.085270060221627 | 0.957364969889187 |
| 99 | 0.0375781140177284 | 0.0751562280354567 | 0.962421885982272 |
| 100 | 0.0407962561853545 | 0.0815925123707089 | 0.959203743814646 |
| 101 | 0.0351497020120652 | 0.0702994040241305 | 0.964850297987935 |
| 102 | 0.0297442559497462 | 0.0594885118994924 | 0.970255744050254 |
| 103 | 0.0240937029736933 | 0.0481874059473865 | 0.975906297026307 |
| 104 | 0.021916525593623 | 0.043833051187246 | 0.978083474406377 |
| 105 | 0.0224427007093824 | 0.0448854014187648 | 0.977557299290618 |
| 106 | 0.0180107185589351 | 0.0360214371178702 | 0.981989281441065 |
| 107 | 0.0142988179288175 | 0.028597635857635 | 0.985701182071183 |
| 108 | 0.0122254938914575 | 0.0244509877829149 | 0.987774506108543 |
| 109 | 0.0183506784613273 | 0.0367013569226545 | 0.981649321538673 |
| 110 | 0.0145292486856642 | 0.0290584973713285 | 0.985470751314336 |
| 111 | 0.0156166577096629 | 0.0312333154193258 | 0.984383342290337 |
| 112 | 0.0166034665074392 | 0.0332069330148784 | 0.983396533492561 |
| 113 | 0.0136671315033063 | 0.0273342630066126 | 0.986332868496694 |
| 114 | 0.0110374236196032 | 0.0220748472392064 | 0.988962576380397 |
| 115 | 0.00870805781049087 | 0.0174161156209817 | 0.991291942189509 |
| 116 | 0.00933182911896506 | 0.0186636582379301 | 0.990668170881035 |
| 117 | 0.0141525304011068 | 0.0283050608022137 | 0.985847469598893 |
| 118 | 0.0116058612608167 | 0.0232117225216334 | 0.988394138739183 |
| 119 | 0.00914685490629551 | 0.018293709812591 | 0.990853145093704 |
| 120 | 0.00744490337242723 | 0.0148898067448545 | 0.992555096627573 |
| 121 | 0.00699631762957711 | 0.0139926352591542 | 0.993003682370423 |
| 122 | 0.00679238262311613 | 0.0135847652462323 | 0.993207617376884 |
| 123 | 0.00745795034422391 | 0.0149159006884478 | 0.992542049655776 |
| 124 | 0.00788119038291468 | 0.0157623807658294 | 0.992118809617085 |
| 125 | 0.0129845370769787 | 0.0259690741539574 | 0.987015462923021 |
| 126 | 0.0112719707453557 | 0.0225439414907113 | 0.988728029254644 |
| 127 | 0.0100489255712962 | 0.0200978511425924 | 0.989951074428704 |
| 128 | 0.0109580156000873 | 0.0219160312001747 | 0.989041984399913 |
| 129 | 0.0104995121987774 | 0.0209990243975547 | 0.989500487801223 |
| 130 | 0.0107371167284305 | 0.021474233456861 | 0.98926288327157 |
| 131 | 0.0133324021301533 | 0.0266648042603066 | 0.986667597869847 |
| 132 | 0.026286244948778 | 0.0525724898975559 | 0.973713755051222 |
| 133 | 0.025787997699039 | 0.051575995398078 | 0.974212002300961 |
| 134 | 0.0242905515874698 | 0.0485811031749395 | 0.97570944841253 |
| 135 | 0.0215540649588274 | 0.0431081299176548 | 0.978445935041173 |
| 136 | 0.0178151760483984 | 0.0356303520967968 | 0.982184823951602 |
| 137 | 0.0143508809300061 | 0.0287017618600123 | 0.985649119069994 |
| 138 | 0.0131459011376723 | 0.0262918022753446 | 0.986854098862328 |
| 139 | 0.0118276516401715 | 0.0236553032803431 | 0.988172348359828 |
| 140 | 0.00996491712320366 | 0.0199298342464073 | 0.990035082876796 |
| 141 | 0.0172216320784325 | 0.0344432641568649 | 0.982778367921567 |
| 142 | 0.0185157161513652 | 0.0370314323027304 | 0.981484283848635 |
| 143 | 0.0274721984949365 | 0.0549443969898729 | 0.972527801505064 |
| 144 | 0.0222651913614893 | 0.0445303827229786 | 0.977734808638511 |
| 145 | 0.0179011900384888 | 0.0358023800769777 | 0.982098809961511 |
| 146 | 0.0154034437909934 | 0.0308068875819869 | 0.984596556209007 |
| 147 | 0.0187252192711829 | 0.0374504385423659 | 0.981274780728817 |
| 148 | 0.0164868237701756 | 0.0329736475403512 | 0.983513176229824 |
| 149 | 0.0137965765440182 | 0.0275931530880364 | 0.986203423455982 |
| 150 | 0.0120151246890207 | 0.0240302493780413 | 0.987984875310979 |
| 151 | 0.0152141372563683 | 0.0304282745127367 | 0.984785862743632 |
| 152 | 0.0171434906637924 | 0.0342869813275848 | 0.982856509336208 |
| 153 | 0.0700192008587738 | 0.140038401717548 | 0.929980799141226 |
| 154 | 0.0617952214638312 | 0.123590442927662 | 0.938204778536169 |
| 155 | 0.0525708353311177 | 0.105141670662235 | 0.947429164668882 |
| 156 | 0.108845161613031 | 0.217690323226063 | 0.891154838386969 |
| 157 | 0.143779166736425 | 0.287558333472849 | 0.856220833263575 |
| 158 | 0.130696238191778 | 0.261392476383556 | 0.869303761808222 |
| 159 | 0.116362542873113 | 0.232725085746226 | 0.883637457126887 |
| 160 | 0.104041712685397 | 0.208083425370794 | 0.895958287314603 |
| 161 | 0.0918415544306254 | 0.183683108861251 | 0.908158445569375 |
| 162 | 0.0780812127546201 | 0.15616242550924 | 0.92191878724538 |
| 163 | 0.0737948284840121 | 0.147589656968024 | 0.926205171515988 |
| 164 | 0.0748468417686717 | 0.149693683537343 | 0.925153158231328 |
| 165 | 0.0710417411748844 | 0.142083482349769 | 0.928958258825116 |
| 166 | 0.060496993967192 | 0.120993987934384 | 0.939503006032808 |
| 167 | 0.0501951030334217 | 0.100390206066843 | 0.949804896966578 |
| 168 | 0.0736388665657415 | 0.147277733131483 | 0.926361133434259 |
| 169 | 0.0700939408408997 | 0.140187881681799 | 0.9299060591591 |
| 170 | 0.0595325423838319 | 0.119065084767664 | 0.940467457616168 |
| 171 | 0.125236876591839 | 0.250473753183677 | 0.874763123408161 |
| 172 | 0.107010968823786 | 0.214021937647571 | 0.892989031176214 |
| 173 | 0.0913373251295041 | 0.182674650259008 | 0.908662674870496 |
| 174 | 0.0780921847728858 | 0.156184369545772 | 0.921907815227114 |
| 175 | 0.101404187778435 | 0.202808375556871 | 0.898595812221565 |
| 176 | 0.0864833199767655 | 0.172966639953531 | 0.913516680023234 |
| 177 | 0.0802509281318406 | 0.160501856263681 | 0.919749071868159 |
| 178 | 0.0674647762854152 | 0.13492955257083 | 0.932535223714585 |
| 179 | 0.0562235883854654 | 0.112447176770931 | 0.943776411614535 |
| 180 | 0.0468273303052636 | 0.0936546606105272 | 0.953172669694736 |
| 181 | 0.0383643965018665 | 0.076728793003733 | 0.961635603498133 |
| 182 | 0.0491666507390233 | 0.0983333014780466 | 0.950833349260977 |
| 183 | 0.0477669699650171 | 0.0955339399300343 | 0.952233030034983 |
| 184 | 0.0424437319253327 | 0.0848874638506654 | 0.957556268074667 |
| 185 | 0.167157484464563 | 0.334314968929127 | 0.832842515535437 |
| 186 | 0.151701611187248 | 0.303403222374495 | 0.848298388812752 |
| 187 | 0.133138457859882 | 0.266276915719763 | 0.866861542140118 |
| 188 | 0.133855445588831 | 0.267710891177661 | 0.866144554411169 |
| 189 | 0.123290482939169 | 0.246580965878338 | 0.876709517060831 |
| 190 | 0.205282328829376 | 0.410564657658753 | 0.794717671170624 |
| 191 | 0.204812768254291 | 0.409625536508582 | 0.795187231745709 |
| 192 | 0.177904218718813 | 0.355808437437626 | 0.822095781281187 |
| 193 | 0.582449294139736 | 0.835101411720528 | 0.417550705860264 |
| 194 | 0.566107787181949 | 0.867784425636103 | 0.433892212818051 |
| 195 | 0.524501264815401 | 0.950997470369198 | 0.475498735184599 |
| 196 | 0.487836271392483 | 0.975672542784966 | 0.512163728607517 |
| 197 | 0.520449315237627 | 0.959101369524747 | 0.479550684762373 |
| 198 | 0.479366635730892 | 0.958733271461785 | 0.520633364269107 |
| 199 | 0.474925829413354 | 0.949851658826707 | 0.525074170586646 |
| 200 | 0.456382316506778 | 0.912764633013556 | 0.543617683493222 |
| 201 | 0.416956303895067 | 0.833912607790134 | 0.583043696104933 |
| 202 | 0.381077366625335 | 0.76215473325067 | 0.618922633374665 |
| 203 | 0.348064397694647 | 0.696128795389294 | 0.651935602305353 |
| 204 | 0.377697364439998 | 0.755394728879997 | 0.622302635560002 |
| 205 | 0.422626236647676 | 0.845252473295352 | 0.577373763352324 |
| 206 | 0.379125058174398 | 0.758250116348796 | 0.620874941825602 |
| 207 | 0.344795814097059 | 0.689591628194118 | 0.655204185902941 |
| 208 | 0.30717139754302 | 0.61434279508604 | 0.69282860245698 |
| 209 | 0.28060770961316 | 0.561215419226321 | 0.71939229038684 |
| 210 | 0.245561105287828 | 0.491122210575656 | 0.754438894712172 |
| 211 | 0.285626931334983 | 0.571253862669965 | 0.714373068665017 |
| 212 | 0.297247963931228 | 0.594495927862457 | 0.702752036068772 |
| 213 | 0.257616253122554 | 0.515232506245109 | 0.742383746877446 |
| 214 | 0.282513780670659 | 0.565027561341319 | 0.717486219329341 |
| 215 | 0.247344219172381 | 0.494688438344762 | 0.752655780827619 |
| 216 | 0.211720764746624 | 0.423441529493248 | 0.788279235253376 |
| 217 | 0.181216168271715 | 0.362432336543431 | 0.818783831728285 |
| 218 | 0.152237203771839 | 0.304474407543678 | 0.847762796228161 |
| 219 | 0.161042594098484 | 0.322085188196967 | 0.838957405901516 |
| 220 | 0.136710694824746 | 0.273421389649492 | 0.863289305175254 |
| 221 | 0.160934237612119 | 0.321868475224238 | 0.839065762387881 |
| 222 | 0.13141200086639 | 0.262824001732779 | 0.868587999133611 |
| 223 | 0.122291481957158 | 0.244582963914317 | 0.877708518042842 |
| 224 | 0.102359745805732 | 0.204719491611464 | 0.897640254194268 |
| 225 | 0.081069220496217 | 0.162138440992434 | 0.918930779503783 |
| 226 | 0.0635562620141254 | 0.127112524028251 | 0.936443737985875 |
| 227 | 0.0493253913581437 | 0.0986507827162874 | 0.950674608641856 |
| 228 | 0.0375529010811574 | 0.0751058021623147 | 0.962447098918843 |
| 229 | 0.027736435541278 | 0.0554728710825561 | 0.972263564458722 |
| 230 | 0.0204165522576922 | 0.0408331045153845 | 0.979583447742308 |
| 231 | 0.0294940547572483 | 0.0589881095144965 | 0.970505945242752 |
| 232 | 0.0378878197108228 | 0.0757756394216457 | 0.962112180289177 |
| 233 | 0.170004872706629 | 0.340009745413259 | 0.829995127293371 |
| 234 | 0.146751308794144 | 0.293502617588288 | 0.853248691205856 |
| 235 | 0.113363646809348 | 0.226727293618697 | 0.886636353190652 |
| 236 | 0.109105846129479 | 0.218211692258959 | 0.890894153870521 |
| 237 | 0.137211516184681 | 0.274423032369362 | 0.862788483815319 |
| 238 | 0.162032096721945 | 0.32406419344389 | 0.837967903278055 |
| 239 | 0.181429763228611 | 0.362859526457222 | 0.818570236771389 |
| 240 | 0.168107883613424 | 0.336215767226848 | 0.831892116386576 |
| 241 | 0.170488037274335 | 0.340976074548669 | 0.829511962725665 |
| 242 | 0.609955314655537 | 0.780089370688926 | 0.390044685344463 |
| 243 | 0.667243182168 | 0.665513635664 | 0.332756817832 |
| 244 | 0.632452025503721 | 0.735095948992558 | 0.367547974496279 |
| 245 | 0.560362908477119 | 0.879274183045762 | 0.439637091522881 |
| 246 | 0.458000591274774 | 0.916001182549548 | 0.541999408725226 |
| 247 | 0.362291157543126 | 0.724582315086253 | 0.637708842456874 |
| 248 | 0.275878798436556 | 0.551757596873112 | 0.724121201563444 |
| 249 | 0.188346782148751 | 0.376693564297502 | 0.811653217851249 |
| 250 | 0.234009100642001 | 0.468018201284003 | 0.765990899357999 |
| 251 | 0.168658092525587 | 0.337316185051174 | 0.831341907474413 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 1 | 0.00418410041841004 | OK |
| 5% type I error level | 52 | 0.217573221757322 | NOK |
| 10% type I error level | 80 | 0.334728033472803 | NOK |
