| Multiple Linear Regression - Estimated Regression Equation |
| Happiness[t] = + 12.6656397605175 + 0.391360397352737month[t] + 0.00332056851803813Connected[t] + 0.0113272205869829Separate[t] + 0.0804659748165326Learning[t] -0.0410454512458214Software[t] -0.365596492991835Depression[t] + 0.00760159335154229Belonging[t] + 0.0277171531976943Belonging_Final[t] -0.00816105345875706t + 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) | 12.6656397605175 | 4.126056 | 3.0697 | 0.002375 | 0.001188 |
| month | 0.391360397352737 | 0.439621 | 0.8902 | 0.374189 | 0.187094 |
| Connected | 0.00332056851803813 | 0.037411 | 0.0888 | 0.929343 | 0.464672 |
| Separate | 0.0113272205869829 | 0.038005 | 0.298 | 0.765914 | 0.382957 |
| Learning | 0.0804659748165326 | 0.067382 | 1.1942 | 0.233522 | 0.116761 |
| Software | -0.0410454512458214 | 0.069708 | -0.5888 | 0.556506 | 0.278253 |
| Depression | -0.365596492991835 | 0.039605 | -9.2312 | 0 | 0 |
| Belonging | 0.00760159335154229 | 0.040921 | 0.1858 | 0.85278 | 0.42639 |
| Belonging_Final | 0.0277171531976943 | 0.060751 | 0.4562 | 0.648605 | 0.324303 |
| t | -0.00816105345875706 | 0.004658 | -1.752 | 0.080986 | 0.040493 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.615819377213055 |
| R-squared | 0.379233505351074 |
| Adjusted R-squared | 0.357237842154853 |
| F-TEST (value) | 17.2412853373849 |
| F-TEST (DF numerator) | 9 |
| F-TEST (DF denominator) | 254 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.00322321150583 |
| Sum Squared Residuals | 1019.2774217194 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14 | 14.2024876664993 | -0.202487666499301 |
| 2 | 18 | 15.5224357324723 | 2.47756426752771 |
| 3 | 11 | 14.1201163988475 | -3.12011639884748 |
| 4 | 12 | 14.8512440608166 | -2.85124406081657 |
| 5 | 16 | 11.4472011309484 | 4.55279886905158 |
| 6 | 18 | 14.7277020370601 | 3.27229796293994 |
| 7 | 14 | 11.0330063495711 | 2.96699365042887 |
| 8 | 14 | 15.2203340364735 | -1.22033403647347 |
| 9 | 15 | 15.4182301472307 | -0.418230147230724 |
| 10 | 15 | 14.6248216667279 | 0.375178333272081 |
| 11 | 17 | 15.7551397266746 | 1.24486027332545 |
| 12 | 19 | 15.789906996481 | 3.21009300351897 |
| 13 | 10 | 13.5888139420518 | -3.58881394205179 |
| 14 | 16 | 13.6763219707604 | 2.32367802923963 |
| 15 | 18 | 15.8207760719618 | 2.17922392803823 |
| 16 | 14 | 13.5721661882186 | 0.427833811781425 |
| 17 | 14 | 14.0267325564921 | -0.0267325564920979 |
| 18 | 17 | 15.8584795065071 | 1.14152049349286 |
| 19 | 14 | 15.556587784164 | -1.55658778416397 |
| 20 | 16 | 13.9666556282534 | 2.03334437174661 |
| 21 | 18 | 15.4974550782512 | 2.50254492174879 |
| 22 | 11 | 13.8754439916875 | -2.87544399168754 |
| 23 | 14 | 14.4933724975732 | -0.493372497573182 |
| 24 | 12 | 13.7254693192176 | -1.72546931921757 |
| 25 | 17 | 15.4246739597439 | 1.57532604025609 |
| 26 | 9 | 15.9291062519614 | -6.92910625196135 |
| 27 | 16 | 15.1085264244137 | 0.891473575586334 |
| 28 | 14 | 13.3805303545445 | 0.619469645455498 |
| 29 | 15 | 13.9513452823994 | 1.0486547176006 |
| 30 | 11 | 14.1219255632444 | -3.12192556324443 |
| 31 | 16 | 15.7793158869083 | 0.220684113091654 |
| 32 | 13 | 12.8572888242439 | 0.142711175756111 |
| 33 | 17 | 15.1842283664323 | 1.81577163356771 |
| 34 | 15 | 15.3510228838356 | -0.351022883835589 |
| 35 | 14 | 13.9628245787635 | 0.0371754212365371 |
| 36 | 16 | 15.7259793982925 | 0.274020601707509 |
| 37 | 9 | 10.9611205605158 | -1.96112056051579 |
| 38 | 15 | 14.3494730833191 | 0.650526916680881 |
| 39 | 17 | 15.3907888735193 | 1.6092111264807 |
| 40 | 13 | 15.2611259060912 | -2.26112590609116 |
| 41 | 15 | 15.7350346884241 | -0.73503468842413 |
| 42 | 16 | 13.6371182730682 | 2.36288172693179 |
| 43 | 16 | 15.7196285806503 | 0.280371419349665 |
| 44 | 12 | 13.1710479985049 | -1.17104799850488 |
| 45 | 15 | 14.6471177987917 | 0.35288220120832 |
| 46 | 11 | 13.5972090082519 | -2.59720900825192 |
| 47 | 15 | 15.3607625303687 | -0.360762530368707 |
| 48 | 15 | 14.8698938158179 | 0.130106184182143 |
| 49 | 17 | 13.416613146968 | 3.58338685303198 |
| 50 | 13 | 14.6982915310565 | -1.69829153105652 |
| 51 | 16 | 15.1320859968924 | 0.867914003107633 |
| 52 | 14 | 13.4252944825721 | 0.57470551742786 |
| 53 | 11 | 11.632148433783 | -0.632148433783033 |
| 54 | 12 | 13.6723218257106 | -1.67232182571062 |
| 55 | 12 | 14.1818776382948 | -2.18187763829484 |
| 56 | 15 | 13.7097071852973 | 1.29029281470267 |
| 57 | 16 | 14.0892765368351 | 1.91072346316492 |
| 58 | 15 | 15.3739331571094 | -0.373933157109399 |
| 59 | 12 | 15.0833007897133 | -3.08330078971331 |
| 60 | 12 | 13.3165683390931 | -1.31656833909307 |
| 61 | 8 | 10.7630153368835 | -2.76301533688353 |
| 62 | 13 | 14.4335519740697 | -1.43355197406972 |
| 63 | 11 | 14.4473012042819 | -3.44730120428186 |
| 64 | 14 | 12.9761536451857 | 1.02384635481427 |
| 65 | 15 | 13.4887658994107 | 1.5112341005893 |
| 66 | 10 | 15.3549785232022 | -5.35497852320221 |
| 67 | 11 | 12.8728827834018 | -1.87288278340178 |
| 68 | 12 | 14.7307933730987 | -2.73079337309867 |
| 69 | 15 | 13.8511661176877 | 1.14883388231233 |
| 70 | 15 | 13.9084867075701 | 1.09151329242986 |
| 71 | 14 | 13.9861737078467 | 0.0138262921532562 |
| 72 | 16 | 13.041248276736 | 2.958751723264 |
| 73 | 15 | 14.6052969993877 | 0.394703000612273 |
| 74 | 15 | 15.4169057943505 | -0.41690579435053 |
| 75 | 13 | 15.1836392707187 | -2.18363927071868 |
| 76 | 12 | 12.4467695796265 | -0.446769579626519 |
| 77 | 17 | 14.2178702586902 | 2.78212974130983 |
| 78 | 13 | 12.7716046665259 | 0.228395333474145 |
| 79 | 15 | 14.0674270046362 | 0.93257299536379 |
| 80 | 13 | 15.1847492900556 | -2.18474929005561 |
| 81 | 15 | 15.0844207871825 | -0.0844207871824578 |
| 82 | 15 | 15.7368911773204 | -0.736891177320396 |
| 83 | 16 | 14.4725758050654 | 1.52742419493456 |
| 84 | 15 | 14.5203001406955 | 0.479699859304548 |
| 85 | 14 | 14.3585523534151 | -0.358552353415098 |
| 86 | 15 | 14.2670879157567 | 0.732912084243322 |
| 87 | 14 | 14.4603189859579 | -0.460318985957915 |
| 88 | 13 | 12.9559534592252 | 0.0440465407748481 |
| 89 | 7 | 10.7315575002678 | -3.73155750026777 |
| 90 | 17 | 14.028800077396 | 2.97119992260402 |
| 91 | 13 | 12.9120438995542 | 0.0879561004457838 |
| 92 | 15 | 14.3115302664204 | 0.688469733579633 |
| 93 | 14 | 13.4279369521296 | 0.572063047870384 |
| 94 | 13 | 14.1426075772365 | -1.14260757723645 |
| 95 | 16 | 15.107499098909 | 0.892500901091033 |
| 96 | 12 | 12.9357647294728 | -0.93576472947277 |
| 97 | 14 | 15.0193837263294 | -1.01938372632943 |
| 98 | 17 | 15.0069482043802 | 1.99305179561975 |
| 99 | 15 | 15.1981519222026 | -0.198151922202578 |
| 100 | 17 | 15.1789472713041 | 1.82105272869586 |
| 101 | 12 | 13.0628910444722 | -1.06289104447219 |
| 102 | 16 | 14.9793711225219 | 1.02062887747809 |
| 103 | 11 | 14.5618294279444 | -3.56182942794436 |
| 104 | 15 | 13.1714783588763 | 1.82852164112366 |
| 105 | 9 | 11.4781174402109 | -2.47811744021091 |
| 106 | 16 | 14.9710484206763 | 1.02895157932366 |
| 107 | 15 | 12.9608329357954 | 2.03916706420457 |
| 108 | 10 | 12.891003482683 | -2.89100348268305 |
| 109 | 10 | 9.39336221534466 | 0.60663778465534 |
| 110 | 15 | 13.9302570904703 | 1.06974290952966 |
| 111 | 11 | 13.1610472370106 | -2.16104723701064 |
| 112 | 13 | 15.3241238093833 | -2.32412380938335 |
| 113 | 14 | 11.8414607117196 | 2.15853928828041 |
| 114 | 18 | 14.2052767393184 | 3.79472326068159 |
| 115 | 16 | 15.5076325785327 | 0.492367421467326 |
| 116 | 14 | 12.9949630932609 | 1.00503690673908 |
| 117 | 14 | 13.9646557562858 | 0.035344243714172 |
| 118 | 14 | 15.1150905550952 | -1.11509055509516 |
| 119 | 14 | 13.6615895320188 | 0.338410467981245 |
| 120 | 12 | 12.5643656523482 | -0.564365652348217 |
| 121 | 14 | 13.4887528162373 | 0.511247183762699 |
| 122 | 15 | 14.8567573343719 | 0.143242665628063 |
| 123 | 15 | 15.7972042067877 | -0.797204206787708 |
| 124 | 15 | 14.4919829517058 | 0.508017048294198 |
| 125 | 13 | 14.5892924356604 | -1.58929243566035 |
| 126 | 17 | 16.1232742225955 | 0.876725777404484 |
| 127 | 17 | 15.1731858894401 | 1.82681411055991 |
| 128 | 19 | 14.9527449126288 | 4.04725508737125 |
| 129 | 15 | 13.5446928025771 | 1.45530719742292 |
| 130 | 13 | 14.5576364803129 | -1.5576364803129 |
| 131 | 9 | 10.6172139219704 | -1.61721392197038 |
| 132 | 15 | 15.2173533722711 | -0.217353372271133 |
| 133 | 15 | 12.5562296266016 | 2.44377037339844 |
| 134 | 15 | 14.1232852597318 | 0.876714740268159 |
| 135 | 16 | 13.6234869664837 | 2.37651303351626 |
| 136 | 11 | 9.40459660417014 | 1.59540339582986 |
| 137 | 14 | 13.2506910324614 | 0.749308967538551 |
| 138 | 11 | 11.9548018583788 | -0.95480185837882 |
| 139 | 15 | 14.1570574686945 | 0.842942531305487 |
| 140 | 13 | 13.7255585626518 | -0.725558562651804 |
| 141 | 15 | 14.5481980425816 | 0.451801957418433 |
| 142 | 16 | 13.7104366739228 | 2.28956332607724 |
| 143 | 14 | 14.3961109005303 | -0.396110900530313 |
| 144 | 15 | 14.0766251861648 | 0.923374813835189 |
| 145 | 16 | 14.5355775108921 | 1.46442248910788 |
| 146 | 16 | 14.2078891371008 | 1.79211086289916 |
| 147 | 11 | 13.2169945547645 | -2.21699455476448 |
| 148 | 12 | 14.4472671605866 | -2.44726716058661 |
| 149 | 9 | 11.4021583319191 | -2.40215833191906 |
| 150 | 16 | 14.1683571497106 | 1.83164285028945 |
| 151 | 13 | 12.2669861515031 | 0.733013848496878 |
| 152 | 16 | 15.185891828223 | 0.814108171776966 |
| 153 | 12 | 14.3094784915759 | -2.30947849157588 |
| 154 | 9 | 11.0105624070637 | -2.01056240706372 |
| 155 | 13 | 11.6770614060777 | 1.3229385939223 |
| 156 | 13 | 12.381575424735 | 0.618424575264993 |
| 157 | 14 | 13.2211052873272 | 0.778894712672814 |
| 158 | 19 | 14.707913308866 | 4.29208669113396 |
| 159 | 13 | 15.3547024735452 | -2.35470247354519 |
| 160 | 12 | 11.8910504709194 | 0.108949529080622 |
| 161 | 13 | 12.453642561059 | 0.546357438940978 |
| 162 | 10 | 9.58750663338288 | 0.412493366617123 |
| 163 | 14 | 13.4751102246536 | 0.524889775346359 |
| 164 | 16 | 11.6227149565314 | 4.37728504346862 |
| 165 | 10 | 12.133641787957 | -2.13364178795698 |
| 166 | 11 | 9.42810841518009 | 1.57189158481991 |
| 167 | 14 | 14.2923369414318 | -0.292336941431793 |
| 168 | 12 | 13.025364501329 | -1.02536450132899 |
| 169 | 9 | 12.8478764932932 | -3.84787649329321 |
| 170 | 9 | 11.997480459144 | -2.997480459144 |
| 171 | 11 | 10.8579742881031 | 0.142025711896941 |
| 172 | 16 | 14.2801722930814 | 1.71982770691862 |
| 173 | 9 | 14.1549476639667 | -5.1549476639667 |
| 174 | 13 | 11.5703874346987 | 1.42961256530129 |
| 175 | 16 | 13.4662837551643 | 2.5337162448357 |
| 176 | 13 | 15.3145698795143 | -2.31456987951428 |
| 177 | 9 | 12.5191871191037 | -3.51918711910365 |
| 178 | 12 | 11.6337292739843 | 0.366270726015655 |
| 179 | 16 | 14.6696712652494 | 1.33032873475055 |
| 180 | 11 | 13.2513733512428 | -2.25137335124276 |
| 181 | 14 | 14.119274718855 | -0.11927471885502 |
| 182 | 13 | 14.9355235318839 | -1.93552353188387 |
| 183 | 15 | 14.6311255188588 | 0.368874481141237 |
| 184 | 14 | 14.9546530564477 | -0.954653056447711 |
| 185 | 16 | 14.1816301201926 | 1.81836987980741 |
| 186 | 13 | 11.612538972463 | 1.38746102753703 |
| 187 | 14 | 13.5015793030232 | 0.49842069697685 |
| 188 | 15 | 14.3107183025911 | 0.68928169740885 |
| 189 | 13 | 12.5597604219227 | 0.440239578077348 |
| 190 | 11 | 10.4810803910208 | 0.518919608979244 |
| 191 | 11 | 12.4008541106046 | -1.40085411060461 |
| 192 | 14 | 14.9115717887416 | -0.91157178874156 |
| 193 | 15 | 12.9227156105481 | 2.07728438945186 |
| 194 | 11 | 12.5168006346407 | -1.51680063464066 |
| 195 | 15 | 13.1320496785813 | 1.86795032141872 |
| 196 | 12 | 14.0032856376566 | -2.00328563765661 |
| 197 | 14 | 11.7295821651007 | 2.27041783489933 |
| 198 | 14 | 13.3247119976765 | 0.675288002323538 |
| 199 | 8 | 11.1375462090552 | -3.13754620905517 |
| 200 | 13 | 13.6342324818868 | -0.634232481886764 |
| 201 | 9 | 12.0935005425465 | -3.09350054254652 |
| 202 | 15 | 13.7036888830065 | 1.2963111169935 |
| 203 | 17 | 14.0063486216078 | 2.99365137839219 |
| 204 | 13 | 12.5164013980734 | 0.483598601926646 |
| 205 | 15 | 14.3885093315882 | 0.611490668411773 |
| 206 | 15 | 13.6226314411988 | 1.37736855880119 |
| 207 | 14 | 14.4359697034974 | -0.435969703497354 |
| 208 | 16 | 12.3625822418847 | 3.63741775811527 |
| 209 | 13 | 12.8662692884817 | 0.133730711518336 |
| 210 | 16 | 14.1772492093444 | 1.82275079065561 |
| 211 | 9 | 11.5884134649774 | -2.58841346497743 |
| 212 | 16 | 14.4340296341536 | 1.56597036584637 |
| 213 | 11 | 12.1131372191025 | -1.11313721910251 |
| 214 | 10 | 13.7707647903946 | -3.77076479039463 |
| 215 | 11 | 11.9264129401552 | -0.926412940155161 |
| 216 | 15 | 13.1777945925208 | 1.82220540747917 |
| 217 | 17 | 14.687974598915 | 2.31202540108497 |
| 218 | 14 | 14.1072575830788 | -0.107257583078819 |
| 219 | 8 | 9.83541253751265 | -1.83541253751265 |
| 220 | 15 | 13.3971903665318 | 1.60280963346822 |
| 221 | 11 | 13.6760939780883 | -2.67609397808828 |
| 222 | 16 | 13.3218471909596 | 2.67815280904042 |
| 223 | 10 | 11.88891231842 | -1.88891231842004 |
| 224 | 15 | 14.6806205011477 | 0.319379498852254 |
| 225 | 9 | 9.2479178650292 | -0.2479178650292 |
| 226 | 16 | 14.2496476730803 | 1.75035232691966 |
| 227 | 19 | 13.6031134876726 | 5.39688651232735 |
| 228 | 12 | 13.3958284640395 | -1.3958284640395 |
| 229 | 8 | 9.3612434167882 | -1.3612434167882 |
| 230 | 11 | 13.1702912358422 | -2.17029123584215 |
| 231 | 14 | 13.6822944943459 | 0.317705505654149 |
| 232 | 9 | 11.8907757154562 | -2.89077571545622 |
| 233 | 15 | 14.7499867502114 | 0.250013249788616 |
| 234 | 13 | 12.0517738274583 | 0.948226172541661 |
| 235 | 16 | 14.6402311422262 | 1.35976885777376 |
| 236 | 11 | 12.5955492507236 | -1.59554925072356 |
| 237 | 12 | 11.323141679981 | 0.676858320018971 |
| 238 | 13 | 12.5491524025836 | 0.450847597416415 |
| 239 | 10 | 13.9800537479906 | -3.98005374799063 |
| 240 | 11 | 13.371682089625 | -2.37168208962497 |
| 241 | 12 | 14.5751291489346 | -2.57512914893464 |
| 242 | 8 | 10.421327836657 | -2.42132783665698 |
| 243 | 12 | 11.6405785187275 | 0.359421481272505 |
| 244 | 12 | 12.0299576313429 | -0.0299576313428628 |
| 245 | 15 | 13.2156748895744 | 1.78432511042563 |
| 246 | 11 | 10.4696627916656 | 0.530337208334412 |
| 247 | 13 | 12.4394479669535 | 0.560552033046486 |
| 248 | 14 | 8.59347329740041 | 5.40652670259959 |
| 249 | 10 | 9.98826922513496 | 0.0117307748650405 |
| 250 | 12 | 11.207654909606 | 0.79234509039398 |
| 251 | 15 | 12.5859314685527 | 2.41406853144726 |
| 252 | 13 | 11.5839001699649 | 1.41609983003514 |
| 253 | 13 | 13.8675490090102 | -0.8675490090102 |
| 254 | 13 | 13.3296251149176 | -0.329625114917596 |
| 255 | 12 | 11.4626547070348 | 0.53734529296518 |
| 256 | 12 | 12.2602926858436 | -0.260292685843626 |
| 257 | 9 | 10.2878813704994 | -1.28788137049941 |
| 258 | 9 | 11.1278691011962 | -2.12786910119618 |
| 259 | 15 | 12.1211981703965 | 2.87880182960347 |
| 260 | 10 | 14.6509465639137 | -4.6509465639137 |
| 261 | 14 | 13.1781266849116 | 0.821873315088437 |
| 262 | 15 | 13.0344758582622 | 1.96552414173776 |
| 263 | 7 | 9.47180223454386 | -2.47180223454386 |
| 264 | 14 | 13.3839625432213 | 0.616037456778746 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 13 | 0.992091828130212 | 0.0158163437395755 | 0.00790817186978775 |
| 14 | 0.981971762960825 | 0.0360564740783502 | 0.0180282370391751 |
| 15 | 0.977587032286308 | 0.044825935427385 | 0.0224129677136925 |
| 16 | 0.958425306297052 | 0.0831493874058951 | 0.0415746937029476 |
| 17 | 0.98087627934586 | 0.0382474413082809 | 0.0191237206541405 |
| 18 | 0.967067986532813 | 0.0658640269343748 | 0.0329320134671874 |
| 19 | 0.947164021552908 | 0.105671956894184 | 0.0528359784470919 |
| 20 | 0.938365011556374 | 0.123269976887253 | 0.0616349884436265 |
| 21 | 0.943482395719144 | 0.113035208561711 | 0.0565176042808556 |
| 22 | 0.952332096952832 | 0.0953358060943357 | 0.0476679030471678 |
| 23 | 0.95467969339303 | 0.0906406132139405 | 0.0453203066069703 |
| 24 | 0.935507680351309 | 0.128984639297382 | 0.0644923196486912 |
| 25 | 0.920304070290033 | 0.159391859419933 | 0.0796959297099667 |
| 26 | 0.999375975860424 | 0.00124804827915284 | 0.000624024139576421 |
| 27 | 0.999040745250175 | 0.00191850949964999 | 0.000959254749824994 |
| 28 | 0.998482951089287 | 0.00303409782142576 | 0.00151704891071288 |
| 29 | 0.997613658149811 | 0.00477268370037877 | 0.00238634185018938 |
| 30 | 0.997481240090785 | 0.0050375198184309 | 0.00251875990921545 |
| 31 | 0.996476195913208 | 0.00704760817358313 | 0.00352380408679156 |
| 32 | 0.994595212319873 | 0.0108095753602531 | 0.00540478768012655 |
| 33 | 0.994616802285891 | 0.0107663954282183 | 0.00538319771410914 |
| 34 | 0.992540776715604 | 0.014918446568791 | 0.00745922328439549 |
| 35 | 0.989634009543611 | 0.0207319809127788 | 0.0103659904563894 |
| 36 | 0.98582768813566 | 0.0283446237286795 | 0.0141723118643398 |
| 37 | 0.987968164412075 | 0.0240636711758507 | 0.0120318355879253 |
| 38 | 0.984226779989911 | 0.0315464400201787 | 0.0157732200100893 |
| 39 | 0.983609378594164 | 0.0327812428116719 | 0.0163906214058359 |
| 40 | 0.981128039973127 | 0.0377439200537451 | 0.0188719600268726 |
| 41 | 0.974426878065869 | 0.0511462438682612 | 0.0255731219341306 |
| 42 | 0.975628389904944 | 0.0487432201901128 | 0.0243716100950564 |
| 43 | 0.969193094720424 | 0.0616138105591529 | 0.0308069052795765 |
| 44 | 0.960981073082652 | 0.0780378538346956 | 0.0390189269173478 |
| 45 | 0.950093794985897 | 0.0998124100282063 | 0.0499062050141032 |
| 46 | 0.951165468630752 | 0.0976690627384955 | 0.0488345313692477 |
| 47 | 0.942314090634697 | 0.115371818730606 | 0.0576859093653028 |
| 48 | 0.92869375296916 | 0.142612494061679 | 0.0713062470308397 |
| 49 | 0.950670605534732 | 0.0986587889305351 | 0.0493293944652675 |
| 50 | 0.943534242947174 | 0.112931514105651 | 0.0564657570528255 |
| 51 | 0.933240066304581 | 0.133519867390837 | 0.0667599336954187 |
| 52 | 0.918270800532603 | 0.163458398934795 | 0.0817291994673973 |
| 53 | 0.902097879841564 | 0.195804240316872 | 0.0979021201584361 |
| 54 | 0.884631921724391 | 0.230736156551217 | 0.115368078275609 |
| 55 | 0.874797386064992 | 0.250405227870016 | 0.125202613935008 |
| 56 | 0.864054699326365 | 0.27189060134727 | 0.135945300673635 |
| 57 | 0.859932945840855 | 0.28013410831829 | 0.140067054159145 |
| 58 | 0.834034497018681 | 0.331931005962637 | 0.165965502981319 |
| 59 | 0.858642750849387 | 0.282714498301226 | 0.141357249150613 |
| 60 | 0.842675467396872 | 0.314649065206256 | 0.157324532603128 |
| 61 | 0.851583176103725 | 0.296833647792549 | 0.148416823896275 |
| 62 | 0.836239317729613 | 0.327521364540774 | 0.163760682270387 |
| 63 | 0.871000556373291 | 0.257998887253417 | 0.128999443626709 |
| 64 | 0.86485384231206 | 0.270292315375881 | 0.13514615768794 |
| 65 | 0.8655020838444 | 0.2689958323112 | 0.1344979161556 |
| 66 | 0.883577009200325 | 0.23284598159935 | 0.116422990799675 |
| 67 | 0.886263723457133 | 0.227472553085733 | 0.113736276542867 |
| 68 | 0.876636698647064 | 0.246726602705872 | 0.123363301352936 |
| 69 | 0.914892267636117 | 0.170215464727766 | 0.085107732363883 |
| 70 | 0.922116532162171 | 0.155766935675658 | 0.0778834678378291 |
| 71 | 0.915432445104871 | 0.169135109790258 | 0.0845675548951292 |
| 72 | 0.939991495416128 | 0.120017009167743 | 0.0600085045838715 |
| 73 | 0.928545492539018 | 0.142909014921963 | 0.0714545074609816 |
| 74 | 0.913960070018193 | 0.172079859963613 | 0.0860399299818065 |
| 75 | 0.905568888748093 | 0.188862222503815 | 0.0944311112519074 |
| 76 | 0.888607326839056 | 0.222785346321888 | 0.111392673160944 |
| 77 | 0.912382594721852 | 0.175234810556297 | 0.0876174052781484 |
| 78 | 0.898411645195716 | 0.203176709608568 | 0.101588354804284 |
| 79 | 0.889469205579028 | 0.221061588841943 | 0.110530794420972 |
| 80 | 0.883027721839298 | 0.233944556321403 | 0.116972278160702 |
| 81 | 0.86275734737606 | 0.274485305247881 | 0.13724265262394 |
| 82 | 0.841926100652808 | 0.316147798694385 | 0.158073899347192 |
| 83 | 0.837087575922537 | 0.325824848154926 | 0.162912424077463 |
| 84 | 0.816346059213509 | 0.367307881572981 | 0.183653940786491 |
| 85 | 0.790756559703643 | 0.418486880592714 | 0.209243440296357 |
| 86 | 0.764986119354221 | 0.470027761291557 | 0.235013880645779 |
| 87 | 0.735318502729659 | 0.529362994540681 | 0.264681497270341 |
| 88 | 0.70388750310271 | 0.59222499379458 | 0.29611249689729 |
| 89 | 0.774680796078779 | 0.450638407842443 | 0.225319203921221 |
| 90 | 0.812194481280046 | 0.375611037439908 | 0.187805518719954 |
| 91 | 0.78875152036544 | 0.422496959269121 | 0.21124847963456 |
| 92 | 0.762601030592673 | 0.474797938814654 | 0.237398969407327 |
| 93 | 0.740345834511623 | 0.519308330976753 | 0.259654165488377 |
| 94 | 0.715820467964712 | 0.568359064070577 | 0.284179532035288 |
| 95 | 0.690805162837683 | 0.618389674324634 | 0.309194837162317 |
| 96 | 0.661903328645361 | 0.676193342709278 | 0.338096671354639 |
| 97 | 0.633890584362454 | 0.732218831275092 | 0.366109415637546 |
| 98 | 0.640467974332257 | 0.719064051335486 | 0.359532025667743 |
| 99 | 0.604970224679142 | 0.790059550641717 | 0.395029775320858 |
| 100 | 0.601134204330919 | 0.797731591338162 | 0.398865795669081 |
| 101 | 0.572998762731299 | 0.854002474537402 | 0.427001237268701 |
| 102 | 0.549000039685628 | 0.901999920628743 | 0.450999960314372 |
| 103 | 0.600771938795755 | 0.79845612240849 | 0.399228061204245 |
| 104 | 0.588751160372611 | 0.822497679254779 | 0.411248839627389 |
| 105 | 0.601868086679631 | 0.796263826640739 | 0.398131913320369 |
| 106 | 0.581442136663773 | 0.837115726672453 | 0.418557863336227 |
| 107 | 0.576556412829353 | 0.846887174341294 | 0.423443587170647 |
| 108 | 0.613736590001343 | 0.772526819997315 | 0.386263409998658 |
| 109 | 0.579065187616519 | 0.841869624766961 | 0.420934812383481 |
| 110 | 0.556544056197101 | 0.886911887605798 | 0.443455943802899 |
| 111 | 0.557791479506028 | 0.884417040987944 | 0.442208520493972 |
| 112 | 0.572578394022093 | 0.854843211955814 | 0.427421605977907 |
| 113 | 0.559492789317963 | 0.881014421364075 | 0.440507210682037 |
| 114 | 0.665601998516905 | 0.668796002966189 | 0.334398001483095 |
| 115 | 0.641418223917391 | 0.717163552165218 | 0.358581776082609 |
| 116 | 0.614751610934682 | 0.770496778130636 | 0.385248389065318 |
| 117 | 0.579565975898755 | 0.840868048202491 | 0.420434024101245 |
| 118 | 0.553332160332268 | 0.893335679335465 | 0.446667839667732 |
| 119 | 0.518238887312527 | 0.963522225374946 | 0.481761112687473 |
| 120 | 0.484535129263767 | 0.969070258527534 | 0.515464870736233 |
| 121 | 0.463968108950729 | 0.927936217901459 | 0.536031891049271 |
| 122 | 0.428728735752578 | 0.857457471505156 | 0.571271264247422 |
| 123 | 0.398861777869992 | 0.797723555739984 | 0.601138222130008 |
| 124 | 0.373085500060657 | 0.746171000121314 | 0.626914499939343 |
| 125 | 0.359498626375806 | 0.718997252751613 | 0.640501373624194 |
| 126 | 0.335571528905324 | 0.671143057810647 | 0.664428471094676 |
| 127 | 0.323129621665243 | 0.646259243330487 | 0.676870378334757 |
| 128 | 0.436214831653862 | 0.872429663307723 | 0.563785168346138 |
| 129 | 0.419354951488828 | 0.838709902977656 | 0.580645048511172 |
| 130 | 0.406194735095963 | 0.812389470191925 | 0.593805264904037 |
| 131 | 0.39165074074804 | 0.783301481496081 | 0.60834925925196 |
| 132 | 0.359217301108589 | 0.718434602217179 | 0.640782698891411 |
| 133 | 0.384053399710288 | 0.768106799420577 | 0.615946600289712 |
| 134 | 0.355008647868087 | 0.710017295736173 | 0.644991352131913 |
| 135 | 0.371911370252104 | 0.743822740504208 | 0.628088629747896 |
| 136 | 0.364730430854426 | 0.729460861708852 | 0.635269569145574 |
| 137 | 0.335313633060987 | 0.670627266121975 | 0.664686366939013 |
| 138 | 0.311256541430738 | 0.622513082861476 | 0.688743458569262 |
| 139 | 0.283731249725057 | 0.567462499450114 | 0.716268750274943 |
| 140 | 0.259110839377241 | 0.518221678754482 | 0.740889160622759 |
| 141 | 0.23192912621949 | 0.46385825243898 | 0.76807087378051 |
| 142 | 0.237220963851643 | 0.474441927703285 | 0.762779036148357 |
| 143 | 0.21105803432343 | 0.422116068646859 | 0.78894196567657 |
| 144 | 0.191890557581926 | 0.383781115163852 | 0.808109442418074 |
| 145 | 0.179053967644727 | 0.358107935289454 | 0.820946032355273 |
| 146 | 0.173693912340678 | 0.347387824681355 | 0.826306087659322 |
| 147 | 0.181115796754508 | 0.362231593509016 | 0.818884203245492 |
| 148 | 0.196335207627748 | 0.392670415255495 | 0.803664792372252 |
| 149 | 0.213154557830321 | 0.426309115660642 | 0.786845442169679 |
| 150 | 0.208482489589258 | 0.416964979178516 | 0.791517510410742 |
| 151 | 0.186675915783802 | 0.373351831567604 | 0.813324084216198 |
| 152 | 0.166610595917703 | 0.333221191835406 | 0.833389404082297 |
| 153 | 0.176694912881601 | 0.353389825763201 | 0.823305087118399 |
| 154 | 0.188719400515144 | 0.377438801030288 | 0.811280599484856 |
| 155 | 0.170327409009557 | 0.340654818019113 | 0.829672590990443 |
| 156 | 0.154176628344899 | 0.308353256689797 | 0.845823371655101 |
| 157 | 0.134182175648549 | 0.268364351297098 | 0.865817824351451 |
| 158 | 0.206519465114012 | 0.413038930228024 | 0.793480534885988 |
| 159 | 0.22351472822882 | 0.447029456457639 | 0.77648527177118 |
| 160 | 0.197907072980434 | 0.395814145960867 | 0.802092927019566 |
| 161 | 0.173416690370882 | 0.346833380741764 | 0.826583309629118 |
| 162 | 0.151012465825328 | 0.302024931650656 | 0.848987534174672 |
| 163 | 0.131228559468792 | 0.262457118937584 | 0.868771440531208 |
| 164 | 0.219494846582316 | 0.438989693164632 | 0.780505153417684 |
| 165 | 0.221691362054182 | 0.443382724108363 | 0.778308637945818 |
| 166 | 0.211957467245534 | 0.423914934491069 | 0.788042532754466 |
| 167 | 0.186959915051505 | 0.373919830103009 | 0.813040084948495 |
| 168 | 0.168928231267802 | 0.337856462535603 | 0.831071768732198 |
| 169 | 0.226245168922751 | 0.452490337845502 | 0.773754831077249 |
| 170 | 0.253354730964437 | 0.506709461928874 | 0.746645269035563 |
| 171 | 0.224983163625186 | 0.449966327250373 | 0.775016836374813 |
| 172 | 0.217675210691686 | 0.435350421383372 | 0.782324789308314 |
| 173 | 0.38293530859929 | 0.76587061719858 | 0.61706469140071 |
| 174 | 0.362555736507818 | 0.725111473015635 | 0.637444263492182 |
| 175 | 0.379407766840453 | 0.758815533680906 | 0.620592233159547 |
| 176 | 0.389001355568357 | 0.778002711136714 | 0.610998644431643 |
| 177 | 0.458214026596418 | 0.916428053192837 | 0.541785973403582 |
| 178 | 0.421189523851897 | 0.842379047703793 | 0.578810476148103 |
| 179 | 0.396333569617301 | 0.792667139234603 | 0.603666430382699 |
| 180 | 0.40058674802331 | 0.801173496046619 | 0.59941325197669 |
| 181 | 0.366083477579865 | 0.73216695515973 | 0.633916522420135 |
| 182 | 0.372496474271257 | 0.744992948542514 | 0.627503525728743 |
| 183 | 0.336761359026124 | 0.673522718052248 | 0.663238640973876 |
| 184 | 0.314461325398477 | 0.628922650796955 | 0.685538674601523 |
| 185 | 0.312996675444535 | 0.625993350889069 | 0.687003324555465 |
| 186 | 0.300783260251678 | 0.601566520503355 | 0.699216739748322 |
| 187 | 0.267945776332294 | 0.535891552664587 | 0.732054223667706 |
| 188 | 0.238951036755015 | 0.477902073510031 | 0.761048963244985 |
| 189 | 0.209776748222389 | 0.419553496444778 | 0.790223251777611 |
| 190 | 0.184883249934087 | 0.369766499868174 | 0.815116750065913 |
| 191 | 0.191556876350176 | 0.383113752700351 | 0.808443123649824 |
| 192 | 0.176219495357323 | 0.352438990714647 | 0.823780504642677 |
| 193 | 0.18186477945793 | 0.363729558915859 | 0.81813522054207 |
| 194 | 0.17242475241271 | 0.34484950482542 | 0.82757524758729 |
| 195 | 0.168476265875277 | 0.336952531750555 | 0.831523734124723 |
| 196 | 0.17979037770363 | 0.35958075540726 | 0.82020962229637 |
| 197 | 0.214467464215837 | 0.428934928431674 | 0.785532535784163 |
| 198 | 0.197059652646338 | 0.394119305292675 | 0.802940347353662 |
| 199 | 0.228779172677928 | 0.457558345355857 | 0.771220827322072 |
| 200 | 0.199039420725903 | 0.398078841451805 | 0.800960579274097 |
| 201 | 0.238127375505217 | 0.476254751010433 | 0.761872624494783 |
| 202 | 0.214976659359361 | 0.429953318718722 | 0.785023340640639 |
| 203 | 0.261846976230519 | 0.523693952461038 | 0.738153023769481 |
| 204 | 0.23332158173124 | 0.46664316346248 | 0.76667841826876 |
| 205 | 0.202239294951053 | 0.404478589902105 | 0.797760705048947 |
| 206 | 0.182819258927557 | 0.365638517855113 | 0.817180741072443 |
| 207 | 0.155323216460538 | 0.310646432921075 | 0.844676783539462 |
| 208 | 0.174410343711934 | 0.348820687423869 | 0.825589656288066 |
| 209 | 0.146854179711514 | 0.293708359423028 | 0.853145820288486 |
| 210 | 0.161126685226713 | 0.322253370453426 | 0.838873314773287 |
| 211 | 0.182048835516244 | 0.364097671032488 | 0.817951164483756 |
| 212 | 0.168366013705586 | 0.336732027411172 | 0.831633986294414 |
| 213 | 0.143853562911804 | 0.287707125823608 | 0.856146437088196 |
| 214 | 0.184680844593235 | 0.369361689186469 | 0.815319155406765 |
| 215 | 0.162417485601259 | 0.324834971202518 | 0.837582514398741 |
| 216 | 0.148861624841896 | 0.297723249683793 | 0.851138375158104 |
| 217 | 0.174725211539368 | 0.349450423078735 | 0.825274788460632 |
| 218 | 0.148732602506557 | 0.297465205013115 | 0.851267397493443 |
| 219 | 0.135546049294126 | 0.271092098588253 | 0.864453950705874 |
| 220 | 0.142811029381234 | 0.285622058762468 | 0.857188970618766 |
| 221 | 0.144019578149931 | 0.288039156299861 | 0.85598042185007 |
| 222 | 0.147857169287213 | 0.295714338574426 | 0.852142830712787 |
| 223 | 0.132136852751219 | 0.264273705502437 | 0.867863147248781 |
| 224 | 0.107193715888224 | 0.214387431776447 | 0.892806284111776 |
| 225 | 0.0951916157902906 | 0.190383231580581 | 0.904808384209709 |
| 226 | 0.117986678253015 | 0.23597335650603 | 0.882013321746985 |
| 227 | 0.309743249981838 | 0.619486499963677 | 0.690256750018162 |
| 228 | 0.272011407274935 | 0.544022814549869 | 0.727988592725066 |
| 229 | 0.236302159390981 | 0.472604318781962 | 0.763697840609019 |
| 230 | 0.213426321275232 | 0.426852642550463 | 0.786573678724768 |
| 231 | 0.18017494428555 | 0.3603498885711 | 0.81982505571445 |
| 232 | 0.202885371971511 | 0.405770743943022 | 0.797114628028489 |
| 233 | 0.165747209694278 | 0.331494419388555 | 0.834252790305722 |
| 234 | 0.134448901570464 | 0.268897803140928 | 0.865551098429536 |
| 235 | 0.139207658287622 | 0.278415316575244 | 0.860792341712378 |
| 236 | 0.114834204295139 | 0.229668408590278 | 0.885165795704861 |
| 237 | 0.0951806934274653 | 0.190361386854931 | 0.904819306572535 |
| 238 | 0.0697021112266756 | 0.139404222453351 | 0.930297888773324 |
| 239 | 0.144845687178147 | 0.289691374356295 | 0.855154312821853 |
| 240 | 0.160832857156201 | 0.321665714312402 | 0.839167142843799 |
| 241 | 0.160702551829575 | 0.321405103659151 | 0.839297448170425 |
| 242 | 0.763630812136301 | 0.472738375727397 | 0.236369187863699 |
| 243 | 0.689543236632633 | 0.620913526734735 | 0.310456763367367 |
| 244 | 0.637434375367639 | 0.725131249264723 | 0.362565624632361 |
| 245 | 0.588764096899193 | 0.822471806201613 | 0.411235903100807 |
| 246 | 0.503210735397626 | 0.993578529204747 | 0.496789264602374 |
| 247 | 0.475880709864198 | 0.951761419728396 | 0.524119290135802 |
| 248 | 0.458282962050813 | 0.916565924101625 | 0.541717037949187 |
| 249 | 0.338845188286026 | 0.677690376572053 | 0.661154811713974 |
| 250 | 0.359275091998521 | 0.718550183997042 | 0.640724908001479 |
| 251 | 0.24407618287731 | 0.48815236575462 | 0.75592381712269 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 6 | 0.0251046025104603 | NOK |
| 5% type I error level | 20 | 0.0836820083682008 | NOK |
| 10% type I error level | 30 | 0.125523012552301 | NOK |
