| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 3.77956658273111 + 0.0469437389403786Connected[t] + 0.0419978310517143Separate[t] + 0.607405158110716Software[t] + 0.098631079258643Happiness[t] -0.0393791266630193Depression[t] + 0.0158660592613680Belonging[t] -0.0194154193631033Belonging_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) | 3.77956658273111 | 1.917652 | 1.9709 | 0.049809 | 0.024904 |
| Connected | 0.0469437389403786 | 0.034787 | 1.3495 | 0.178384 | 0.089192 |
| Separate | 0.0419978310517143 | 0.035648 | 1.1781 | 0.239847 | 0.119923 |
| Software | 0.607405158110716 | 0.051845 | 11.7158 | 0 | 0 |
| Happiness | 0.098631079258643 | 0.057963 | 1.7016 | 0.09004 | 0.04502 |
| Depression | -0.0393791266630193 | 0.042557 | -0.9253 | 0.35567 | 0.177835 |
| Belonging | 0.0158660592613680 | 0.037843 | 0.4193 | 0.675376 | 0.337688 |
| Belonging_Final | -0.0194154193631033 | 0.056444 | -0.344 | 0.731147 | 0.365573 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.653394258005351 |
| R-squared | 0.426924056394364 |
| Adjusted R-squared | 0.411254011061397 |
| F-TEST (value) | 27.2445961273770 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.88446241278468 |
| Sum Squared Residuals | 909.106837810756 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 15.7169326674778 | -2.71693266747778 |
| 2 | 16 | 15.3046452988162 | 0.695354701183782 |
| 3 | 19 | 16.5342266059759 | 2.46577339402406 |
| 4 | 15 | 11.2431990710256 | 3.7568009289744 |
| 5 | 14 | 15.8896873324328 | -1.88968733243279 |
| 6 | 13 | 14.3424239462714 | -1.34242394627140 |
| 7 | 19 | 14.8381920087898 | 4.16180799121016 |
| 8 | 15 | 16.6568417465609 | -1.65684174656087 |
| 9 | 14 | 15.6143966049743 | -1.61439660497434 |
| 10 | 15 | 13.8398822625452 | 1.16011773745481 |
| 11 | 16 | 14.5244132197985 | 1.47558678020148 |
| 12 | 16 | 15.9613451914131 | 0.0386548085868819 |
| 13 | 16 | 14.9654168965065 | 1.03458310349348 |
| 14 | 16 | 15.1305945765763 | 0.86940542342365 |
| 15 | 17 | 17.7266051778577 | -0.726605177857671 |
| 16 | 15 | 15.0073602272847 | -0.00736022728472072 |
| 17 | 15 | 14.0333112689484 | 0.966688731051586 |
| 18 | 20 | 16.0395466632557 | 3.96045333674427 |
| 19 | 18 | 15.09418616242 | 2.90581383758001 |
| 20 | 16 | 15.1861376221519 | 0.813862377848057 |
| 21 | 16 | 15.0015368334676 | 0.99846316653241 |
| 22 | 16 | 14.5838648261738 | 1.41613517382616 |
| 23 | 19 | 16.2269009876065 | 2.77309901239347 |
| 24 | 16 | 14.6382510537831 | 1.36174894621694 |
| 25 | 17 | 15.8416021360893 | 1.15839786391071 |
| 26 | 17 | 15.8344851325850 | 1.16551486741503 |
| 27 | 16 | 14.5294011985975 | 1.47059880140252 |
| 28 | 15 | 16.4169297769606 | -1.41692977696059 |
| 29 | 16 | 15.2955174564432 | 0.704482543556828 |
| 30 | 14 | 13.6173944562786 | 0.382605543721379 |
| 31 | 15 | 15.3672314701030 | -0.367231470103049 |
| 32 | 12 | 12.1577948842104 | -0.157794884210425 |
| 33 | 14 | 14.4670335229458 | -0.467033522945819 |
| 34 | 16 | 15.5490474808797 | 0.450952519120254 |
| 35 | 14 | 15.1519977706766 | -1.15199777067662 |
| 36 | 10 | 12.4548067707195 | -2.4548067707195 |
| 37 | 10 | 12.2908025947004 | -2.29080259470041 |
| 38 | 14 | 15.4428753504870 | -1.44287535048698 |
| 39 | 16 | 14.1125676496403 | 1.88743235035968 |
| 40 | 16 | 14.0503006909743 | 1.94969930902571 |
| 41 | 16 | 14.3599156612012 | 1.64008433879884 |
| 42 | 14 | 15.4129095162212 | -1.41290951622119 |
| 43 | 20 | 17.4975592437467 | 2.50244075625334 |
| 44 | 14 | 13.7379997106144 | 0.262000289385554 |
| 45 | 14 | 14.1390257843911 | -0.139025784391116 |
| 46 | 11 | 15.1505593881384 | -4.1505593881384 |
| 47 | 14 | 16.4190959972096 | -2.41909599720959 |
| 48 | 15 | 14.7812339122260 | 0.218766087773978 |
| 49 | 16 | 15.1915977233103 | 0.80840227668973 |
| 50 | 14 | 15.3615153637810 | -1.36151536378102 |
| 51 | 16 | 16.8537398386884 | -0.853739838688414 |
| 52 | 14 | 13.7316892738080 | 0.268310726191956 |
| 53 | 12 | 14.6138653598004 | -2.61386535980045 |
| 54 | 16 | 15.5906899034319 | 0.409310096568081 |
| 55 | 9 | 10.7137318072366 | -1.71373180723661 |
| 56 | 14 | 11.8326046050634 | 2.16739539493663 |
| 57 | 16 | 15.6937236900133 | 0.306276309986652 |
| 58 | 16 | 15.2303555712627 | 0.769644428737268 |
| 59 | 15 | 14.8230045585446 | 0.176995441455372 |
| 60 | 16 | 13.7932224493505 | 2.20677755064947 |
| 61 | 12 | 10.8367279492074 | 1.16327205079259 |
| 62 | 16 | 15.4378640177442 | 0.562135982255836 |
| 63 | 16 | 16.2989869704333 | -0.298986970433305 |
| 64 | 14 | 14.4388877335844 | -0.438887733584363 |
| 65 | 16 | 15.1500442700275 | 0.849955729972452 |
| 66 | 17 | 15.7438538414077 | 1.25614615859233 |
| 67 | 18 | 16.0903465015184 | 1.90965349848157 |
| 68 | 18 | 14.0764904918967 | 3.92350950810328 |
| 69 | 12 | 15.8084608807317 | -3.80846088073167 |
| 70 | 16 | 15.4728479832678 | 0.527152016732215 |
| 71 | 10 | 13.0122458267498 | -3.01224582674977 |
| 72 | 14 | 14.7156655383903 | -0.715665538390303 |
| 73 | 18 | 16.8379895442731 | 1.16201045572692 |
| 74 | 18 | 17.1928281858955 | 0.807171814104506 |
| 75 | 16 | 15.0094686892977 | 0.990531310702272 |
| 76 | 17 | 13.0902524925774 | 3.90974750742255 |
| 77 | 16 | 16.4072325443378 | -0.407232544337829 |
| 78 | 16 | 14.2122817226739 | 1.78771827732615 |
| 79 | 13 | 14.9614853283133 | -1.96148532831330 |
| 80 | 16 | 15.0831385107766 | 0.916861489223383 |
| 81 | 16 | 15.5360989694856 | 0.463901030514361 |
| 82 | 16 | 15.6432294770163 | 0.356770522983692 |
| 83 | 15 | 15.6201822872087 | -0.620182287208735 |
| 84 | 15 | 14.6861437075647 | 0.313856292435273 |
| 85 | 16 | 13.8827626275351 | 2.11723737246489 |
| 86 | 14 | 13.9517886120021 | 0.0482113879978810 |
| 87 | 16 | 15.2330941862993 | 0.76690581370072 |
| 88 | 16 | 14.6813029945340 | 1.31869700546595 |
| 89 | 15 | 14.1033381737051 | 0.896661826294864 |
| 90 | 12 | 13.6433035668958 | -1.64330356689577 |
| 91 | 17 | 16.8321246414488 | 0.167875358551157 |
| 92 | 16 | 15.7294852307762 | 0.270514769223806 |
| 93 | 15 | 14.9057923352787 | 0.0942076647212783 |
| 94 | 13 | 14.8364568188003 | -1.83645681880029 |
| 95 | 16 | 14.6980328060634 | 1.30196719393662 |
| 96 | 16 | 15.6960780466908 | 0.303921953309242 |
| 97 | 16 | 13.4832846792557 | 2.51671532074434 |
| 98 | 16 | 15.8300417014575 | 0.169958298542461 |
| 99 | 14 | 14.2661258632027 | -0.266125863202743 |
| 100 | 16 | 17.1940865071683 | -1.19408650716827 |
| 101 | 16 | 14.5059011287886 | 1.49409887121141 |
| 102 | 20 | 17.5790992836758 | 2.42090071632415 |
| 103 | 15 | 14.0226460140409 | 0.977353985959115 |
| 104 | 16 | 14.8383762518519 | 1.16162374814813 |
| 105 | 13 | 14.7124447739459 | -1.71244477394589 |
| 106 | 17 | 15.7604373152473 | 1.23956268475275 |
| 107 | 16 | 15.7720645248471 | 0.227935475152921 |
| 108 | 16 | 14.2326042643852 | 1.76739573561481 |
| 109 | 12 | 12.0024802659182 | -0.00248026591817174 |
| 110 | 16 | 15.1718385499616 | 0.828161450038395 |
| 111 | 16 | 15.9384880334039 | 0.0615119665961127 |
| 112 | 17 | 14.8625328282602 | 2.13746717173979 |
| 113 | 13 | 14.5286402413612 | -1.52864024136121 |
| 114 | 12 | 14.614568460888 | -2.61456846088799 |
| 115 | 18 | 16.2764524443605 | 1.72354755563947 |
| 116 | 14 | 15.9504759627417 | -1.95047596274165 |
| 117 | 14 | 12.9924621951951 | 1.00753780480488 |
| 118 | 13 | 14.7858242392293 | -1.78582423922934 |
| 119 | 16 | 15.5144579558839 | 0.48554204411607 |
| 120 | 13 | 14.3730308681848 | -1.37303086818477 |
| 121 | 16 | 15.4072695332184 | 0.592730466781637 |
| 122 | 13 | 15.9001483950515 | -2.90014839505153 |
| 123 | 16 | 17.0738036864139 | -1.07380368641386 |
| 124 | 15 | 15.9985652529538 | -0.998565252953813 |
| 125 | 16 | 16.9217558949015 | -0.921755894901497 |
| 126 | 15 | 14.7501471788131 | 0.249852821186918 |
| 127 | 17 | 15.7672102604739 | 1.23278973952610 |
| 128 | 15 | 14.0042319951691 | 0.995768004830924 |
| 129 | 12 | 14.7455979666711 | -2.74559796667113 |
| 130 | 16 | 13.9018224660129 | 2.09817753398713 |
| 131 | 10 | 13.4900189227280 | -3.49001892272798 |
| 132 | 16 | 13.4847293488174 | 2.51527065118258 |
| 133 | 12 | 14.1318955712898 | -2.13189557128976 |
| 134 | 14 | 15.6891601643807 | -1.68916016438072 |
| 135 | 15 | 15.1349525324793 | -0.134952532479329 |
| 136 | 13 | 11.8798702989229 | 1.12012970107707 |
| 137 | 15 | 14.5406759892864 | 0.459324010713589 |
| 138 | 11 | 13.3639577865016 | -2.36395778650162 |
| 139 | 12 | 12.9948717800782 | -0.994871780078202 |
| 140 | 11 | 13.2797734052426 | -2.27977340524255 |
| 141 | 16 | 12.8706670328481 | 3.12933296715187 |
| 142 | 15 | 13.5777970081450 | 1.42220299185502 |
| 143 | 17 | 17.0126296693111 | -0.0126296693111276 |
| 144 | 16 | 14.2177232846361 | 1.78227671536388 |
| 145 | 10 | 13.3076482519712 | -3.30764825197124 |
| 146 | 18 | 15.7108182646390 | 2.28918173536104 |
| 147 | 13 | 15.057515844885 | -2.05751584488500 |
| 148 | 16 | 14.9198086004653 | 1.08019139953471 |
| 149 | 13 | 12.6377638044032 | 0.362236195596831 |
| 150 | 10 | 12.8783257394112 | -2.8783257394112 |
| 151 | 15 | 16.1550432712530 | -1.15504327125297 |
| 152 | 16 | 13.9923608515066 | 2.00763914849345 |
| 153 | 16 | 11.7040450513149 | 4.29595494868507 |
| 154 | 14 | 12.2499675462609 | 1.75003245373915 |
| 155 | 10 | 12.3106299805489 | -2.31062998054890 |
| 156 | 17 | 16.8321246414488 | 0.167875358551157 |
| 157 | 13 | 11.5695393191606 | 1.43046068083939 |
| 158 | 15 | 14.0042319951691 | 0.995768004830924 |
| 159 | 16 | 14.6713955204085 | 1.32860447959148 |
| 160 | 12 | 12.5736517546432 | -0.573651754643187 |
| 161 | 13 | 12.6006036915371 | 0.39939630846291 |
| 162 | 13 | 12.4665513538839 | 0.53344864611615 |
| 163 | 12 | 12.3881607885568 | -0.388160788556804 |
| 164 | 17 | 16.5737899268770 | 0.42621007312302 |
| 165 | 15 | 13.6726004456851 | 1.32739955431489 |
| 166 | 10 | 11.4206728334644 | -1.42067283346442 |
| 167 | 14 | 14.4691619974894 | -0.469161997489407 |
| 168 | 11 | 14.2909865799885 | -3.29098657998851 |
| 169 | 13 | 14.8482927619942 | -1.84829276199418 |
| 170 | 16 | 14.4308747459494 | 1.56912525405060 |
| 171 | 12 | 10.3653118162962 | 1.63468818370377 |
| 172 | 16 | 15.7059483938507 | 0.294051606149257 |
| 173 | 12 | 13.9883936528962 | -1.98839365289617 |
| 174 | 9 | 11.3120335908731 | -2.31203359087306 |
| 175 | 12 | 15.2885887877223 | -3.28858878772229 |
| 176 | 15 | 14.7442131156564 | 0.255786884343579 |
| 177 | 12 | 12.2632972969965 | -0.263297296996452 |
| 178 | 12 | 12.6879346718068 | -0.68793467180684 |
| 179 | 14 | 14.0621066117256 | -0.0621066117256398 |
| 180 | 12 | 13.4762697050290 | -1.47626970502904 |
| 181 | 16 | 15.4340480772343 | 0.565951922765726 |
| 182 | 11 | 11.5217489928797 | -0.521748992879665 |
| 183 | 19 | 17.1604632713109 | 1.83953672868908 |
| 184 | 15 | 15.5206096079202 | -0.520609607920211 |
| 185 | 8 | 14.7662880903322 | -6.76628809033216 |
| 186 | 16 | 14.9680927196659 | 1.03190728033408 |
| 187 | 17 | 14.7476768686274 | 2.2523231313726 |
| 188 | 12 | 12.5418032885651 | -0.541803288565062 |
| 189 | 11 | 11.5269675255856 | -0.526967525585558 |
| 190 | 11 | 10.2993224089426 | 0.700677591057419 |
| 191 | 14 | 15.0449039081772 | -1.04490390817718 |
| 192 | 16 | 15.8549236374795 | 0.145076362520500 |
| 193 | 12 | 9.65799989258033 | 2.34200010741967 |
| 194 | 16 | 14.3005132593300 | 1.69948674067001 |
| 195 | 13 | 13.9159846340245 | -0.915984634024543 |
| 196 | 15 | 15.3686335282855 | -0.368633528285528 |
| 197 | 16 | 13.0983431475463 | 2.90165685245371 |
| 198 | 16 | 15.3129697531759 | 0.687030246824146 |
| 199 | 14 | 12.4874552007084 | 1.51254479929164 |
| 200 | 16 | 14.7705797810563 | 1.22942021894372 |
| 201 | 16 | 14.1953897769368 | 1.80461022306323 |
| 202 | 14 | 13.5652608133924 | 0.434739186607567 |
| 203 | 11 | 13.7622976777595 | -2.76229767775952 |
| 204 | 12 | 14.9165699771728 | -2.91656997717275 |
| 205 | 15 | 12.9696665181991 | 2.03033348180092 |
| 206 | 15 | 14.8369644200455 | 0.163035579954474 |
| 207 | 16 | 14.847026495686 | 1.15297350431399 |
| 208 | 16 | 15.4339487103626 | 0.566051289637426 |
| 209 | 11 | 13.9167631437977 | -2.91676314379775 |
| 210 | 15 | 14.3031594704995 | 0.696840529500508 |
| 211 | 12 | 14.507489606999 | -2.507489606999 |
| 212 | 12 | 16.2896849694461 | -4.28968496944614 |
| 213 | 15 | 14.3091704811001 | 0.690829518899902 |
| 214 | 15 | 12.1674958883062 | 2.83250411169378 |
| 215 | 16 | 14.8832893443442 | 1.11671065565580 |
| 216 | 14 | 13.4207878308238 | 0.57921216917622 |
| 217 | 17 | 15.0626619782301 | 1.93733802176992 |
| 218 | 14 | 14.3279169397482 | -0.327916939748238 |
| 219 | 13 | 11.9902889016349 | 1.00971109836511 |
| 220 | 15 | 15.6158919610783 | -0.615891961078344 |
| 221 | 13 | 15.0224913327296 | -2.02249133272956 |
| 222 | 14 | 14.5733033465195 | -0.573303346519544 |
| 223 | 15 | 14.5664459129041 | 0.43355408709592 |
| 224 | 12 | 13.4585313702885 | -1.45853137028855 |
| 225 | 13 | 12.8042807399043 | 0.195719260095656 |
| 226 | 8 | 11.9668684285413 | -3.96686842854126 |
| 227 | 14 | 14.3096831383973 | -0.309683138397306 |
| 228 | 14 | 13.2737435527865 | 0.726256447213536 |
| 229 | 11 | 12.3432695732266 | -1.34326957322662 |
| 230 | 12 | 13.1609985574185 | -1.16099855741854 |
| 231 | 13 | 11.4799323515281 | 1.52006764847186 |
| 232 | 10 | 13.4650403340905 | -3.46504033409047 |
| 233 | 16 | 11.7004538222459 | 4.29954617775412 |
| 234 | 18 | 16.4558663707500 | 1.54413362925002 |
| 235 | 13 | 14.3053988244790 | -1.30539882447904 |
| 236 | 11 | 13.6549207425401 | -2.65492074254014 |
| 237 | 4 | 11.1700281372820 | -7.17002813728201 |
| 238 | 13 | 14.8152140281387 | -1.81521402813869 |
| 239 | 16 | 14.5923633054321 | 1.40763669456793 |
| 240 | 10 | 11.9287261285823 | -1.92872612858232 |
| 241 | 12 | 12.4071970658913 | -0.407197065891325 |
| 242 | 12 | 13.7956003816510 | -1.79560038165098 |
| 243 | 10 | 8.88634470078797 | 1.11365529921203 |
| 244 | 13 | 11.2770068802368 | 1.72299311976323 |
| 245 | 15 | 14.0926273160205 | 0.907372683979529 |
| 246 | 12 | 12.0467701780665 | -0.0467701780665329 |
| 247 | 14 | 13.1538828662063 | 0.846117133793704 |
| 248 | 10 | 12.8902928435778 | -2.89029284357777 |
| 249 | 12 | 10.8009658204609 | 1.19903417953906 |
| 250 | 12 | 11.8839336289646 | 0.116066371035425 |
| 251 | 11 | 12.1379198030589 | -1.13791980305892 |
| 252 | 10 | 11.8622634576053 | -1.86226345760533 |
| 253 | 12 | 11.6631437816570 | 0.336856218342975 |
| 254 | 16 | 13.1782247636368 | 2.82177523636317 |
| 255 | 12 | 13.7152063049677 | -1.71520630496769 |
| 256 | 14 | 14.2640878596850 | -0.264087859685045 |
| 257 | 16 | 14.6811885572799 | 1.31881144272010 |
| 258 | 14 | 11.8239286814975 | 2.17607131850247 |
| 259 | 13 | 14.7816409840600 | -1.78164098406003 |
| 260 | 4 | 9.48330674262236 | -5.48330674262236 |
| 261 | 15 | 14.174366651485 | 0.825633348514991 |
| 262 | 11 | 15.5502096888069 | -4.55020968880690 |
| 263 | 11 | 11.4716452522508 | -0.471645252250818 |
| 264 | 14 | 13.1672908525232 | 0.83270914747681 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.234449524103323 | 0.468899048206647 | 0.765550475896677 |
| 12 | 0.120293517840557 | 0.240587035681113 | 0.879706482159443 |
| 13 | 0.0815541573457802 | 0.163108314691560 | 0.91844584265422 |
| 14 | 0.102874776497918 | 0.205749552995836 | 0.897125223502082 |
| 15 | 0.0587519756515502 | 0.117503951303100 | 0.94124802434845 |
| 16 | 0.0391686675931634 | 0.0783373351863268 | 0.960831332406837 |
| 17 | 0.0630191184441749 | 0.126038236888350 | 0.936980881555825 |
| 18 | 0.25586432793531 | 0.51172865587062 | 0.74413567206469 |
| 19 | 0.194216632900151 | 0.388433265800301 | 0.80578336709985 |
| 20 | 0.137764883334639 | 0.275529766669278 | 0.862235116665361 |
| 21 | 0.0986062615513702 | 0.197212523102740 | 0.90139373844863 |
| 22 | 0.0968533990427727 | 0.193706798085545 | 0.903146600957227 |
| 23 | 0.257054377911139 | 0.514108755822278 | 0.742945622088861 |
| 24 | 0.321495418423947 | 0.642990836847893 | 0.678504581576054 |
| 25 | 0.294869538595019 | 0.589739077190038 | 0.705130461404981 |
| 26 | 0.277447857711977 | 0.554895715423954 | 0.722552142288023 |
| 27 | 0.352098888872558 | 0.704197777745116 | 0.647901111127442 |
| 28 | 0.363849648859342 | 0.727699297718684 | 0.636150351140658 |
| 29 | 0.346785592147590 | 0.693571184295181 | 0.65321440785241 |
| 30 | 0.380898386272267 | 0.761796772544533 | 0.619101613727733 |
| 31 | 0.328675803111161 | 0.657351606222323 | 0.671324196888839 |
| 32 | 0.289492867969932 | 0.578985735939864 | 0.710507132030068 |
| 33 | 0.262490777406898 | 0.524981554813796 | 0.737509222593102 |
| 34 | 0.226304417033047 | 0.452608834066093 | 0.773695582966953 |
| 35 | 0.187880541814586 | 0.375761083629173 | 0.812119458185414 |
| 36 | 0.304929814888216 | 0.609859629776433 | 0.695070185111784 |
| 37 | 0.334971074151198 | 0.669942148302397 | 0.665028925848802 |
| 38 | 0.325963622584243 | 0.651927245168487 | 0.674036377415757 |
| 39 | 0.35602273985543 | 0.71204547971086 | 0.64397726014457 |
| 40 | 0.334209449134650 | 0.668418898269301 | 0.66579055086535 |
| 41 | 0.298001365293739 | 0.596002730587478 | 0.701998634706261 |
| 42 | 0.263835728828234 | 0.527671457656468 | 0.736164271171766 |
| 43 | 0.278274265211429 | 0.556548530422857 | 0.721725734788571 |
| 44 | 0.236536521323935 | 0.47307304264787 | 0.763463478676065 |
| 45 | 0.214442280198149 | 0.428884560396298 | 0.78555771980185 |
| 46 | 0.392689717772571 | 0.785379435545142 | 0.607310282227429 |
| 47 | 0.545519033485654 | 0.908961933028692 | 0.454480966514346 |
| 48 | 0.496548776402329 | 0.993097552804658 | 0.503451223597671 |
| 49 | 0.483216160724748 | 0.966432321449497 | 0.516783839275252 |
| 50 | 0.468390230644651 | 0.936780461289303 | 0.531609769355349 |
| 51 | 0.42367172034991 | 0.84734344069982 | 0.57632827965009 |
| 52 | 0.378169197572531 | 0.756338395145061 | 0.621830802427469 |
| 53 | 0.386603609576097 | 0.773207219152193 | 0.613396390423903 |
| 54 | 0.369709551282599 | 0.739419102565198 | 0.630290448717401 |
| 55 | 0.360937557172319 | 0.721875114344638 | 0.639062442827681 |
| 56 | 0.339385238523737 | 0.678770477047474 | 0.660614761476263 |
| 57 | 0.299777754262648 | 0.599555508525295 | 0.700222245737352 |
| 58 | 0.271157720239429 | 0.542315440478858 | 0.728842279760571 |
| 59 | 0.23669426979653 | 0.47338853959306 | 0.76330573020347 |
| 60 | 0.242458614750553 | 0.484917229501107 | 0.757541385249447 |
| 61 | 0.218650159104958 | 0.437300318209917 | 0.781349840895042 |
| 62 | 0.191735670804926 | 0.383471341609851 | 0.808264329195074 |
| 63 | 0.163732057843763 | 0.327464115687526 | 0.836267942156237 |
| 64 | 0.13797888889491 | 0.27595777778982 | 0.86202111110509 |
| 65 | 0.119073866261549 | 0.238147732523097 | 0.880926133738452 |
| 66 | 0.110228851421388 | 0.220457702842776 | 0.889771148578612 |
| 67 | 0.105986150241298 | 0.211972300482595 | 0.894013849758702 |
| 68 | 0.223058679356041 | 0.446117358712083 | 0.776941320643959 |
| 69 | 0.313038852663478 | 0.626077705326957 | 0.686961147336522 |
| 70 | 0.282142509826931 | 0.564285019653863 | 0.717857490173069 |
| 71 | 0.397902377321231 | 0.795804754642462 | 0.602097622678769 |
| 72 | 0.359897835237819 | 0.719795670475638 | 0.640102164762181 |
| 73 | 0.351564646488890 | 0.703129292977779 | 0.64843535351111 |
| 74 | 0.336197027115224 | 0.672394054230448 | 0.663802972884776 |
| 75 | 0.304024154874081 | 0.608048309748162 | 0.695975845125919 |
| 76 | 0.369544725558949 | 0.739089451117898 | 0.630455274441051 |
| 77 | 0.333817781175649 | 0.667635562351299 | 0.66618221882435 |
| 78 | 0.31297705265364 | 0.62595410530728 | 0.68702294734636 |
| 79 | 0.326056568919713 | 0.652113137839427 | 0.673943431080287 |
| 80 | 0.298478347311551 | 0.596956694623103 | 0.701521652688449 |
| 81 | 0.270341906890842 | 0.540683813781685 | 0.729658093109158 |
| 82 | 0.239446042587499 | 0.478892085174997 | 0.760553957412501 |
| 83 | 0.215139662822704 | 0.430279325645408 | 0.784860337177296 |
| 84 | 0.187913722738409 | 0.375827445476819 | 0.81208627726159 |
| 85 | 0.184607191674081 | 0.369214383348162 | 0.815392808325919 |
| 86 | 0.1595725120416 | 0.3191450240832 | 0.8404274879584 |
| 87 | 0.140322537361321 | 0.280645074722642 | 0.859677462638679 |
| 88 | 0.130738801764796 | 0.261477603529592 | 0.869261198235204 |
| 89 | 0.112976437875891 | 0.225952875751782 | 0.887023562124109 |
| 90 | 0.110203114219269 | 0.220406228438538 | 0.889796885780731 |
| 91 | 0.0942919369448664 | 0.188583873889733 | 0.905708063055134 |
| 92 | 0.0814240906086628 | 0.162848181217326 | 0.918575909391337 |
| 93 | 0.0691622046865873 | 0.138324409373175 | 0.930837795313413 |
| 94 | 0.0710505619641158 | 0.142101123928232 | 0.928949438035884 |
| 95 | 0.0642047750978116 | 0.128409550195623 | 0.935795224902188 |
| 96 | 0.0537975865035424 | 0.107595173007085 | 0.946202413496458 |
| 97 | 0.0594315146399681 | 0.118863029279936 | 0.940568485360032 |
| 98 | 0.0492270511304384 | 0.0984541022608768 | 0.950772948869562 |
| 99 | 0.040363797123943 | 0.080727594247886 | 0.959636202876057 |
| 100 | 0.0353149770686564 | 0.0706299541373128 | 0.964685022931344 |
| 101 | 0.0313300139468171 | 0.0626600278936343 | 0.968669986053183 |
| 102 | 0.0368820710846457 | 0.0737641421692915 | 0.963117928915354 |
| 103 | 0.0316513902506383 | 0.0633027805012766 | 0.968348609749362 |
| 104 | 0.0285859141191522 | 0.0571718282383044 | 0.971414085880848 |
| 105 | 0.033817135813769 | 0.067634271627538 | 0.966182864186231 |
| 106 | 0.0297170878687317 | 0.0594341757374634 | 0.970282912131268 |
| 107 | 0.0241330786284951 | 0.0482661572569901 | 0.975866921371505 |
| 108 | 0.0240079113500846 | 0.0480158227001693 | 0.975992088649915 |
| 109 | 0.0194515049063904 | 0.0389030098127808 | 0.98054849509361 |
| 110 | 0.0159136661421487 | 0.0318273322842973 | 0.984086333857851 |
| 111 | 0.0126146522719215 | 0.0252293045438429 | 0.987385347728079 |
| 112 | 0.0130381277586815 | 0.0260762555173629 | 0.986961872241318 |
| 113 | 0.0116452146478809 | 0.0232904292957617 | 0.98835478535212 |
| 114 | 0.0167206560872473 | 0.0334413121744946 | 0.983279343912753 |
| 115 | 0.0159710234451857 | 0.0319420468903713 | 0.984028976554814 |
| 116 | 0.0152811978016854 | 0.0305623956033709 | 0.984718802198315 |
| 117 | 0.0126390299453936 | 0.0252780598907872 | 0.987360970054606 |
| 118 | 0.0126219562493753 | 0.0252439124987506 | 0.987378043750625 |
| 119 | 0.0102612016271452 | 0.0205224032542904 | 0.989738798372855 |
| 120 | 0.00903802567892176 | 0.0180760513578435 | 0.990961974321078 |
| 121 | 0.00735356780301546 | 0.0147071356060309 | 0.992646432196985 |
| 122 | 0.0113195512171051 | 0.0226391024342101 | 0.988680448782895 |
| 123 | 0.00953849599480395 | 0.0190769919896079 | 0.990461504005196 |
| 124 | 0.00847311639172432 | 0.0169462327834486 | 0.991526883608276 |
| 125 | 0.00693555972924156 | 0.0138711194584831 | 0.993064440270758 |
| 126 | 0.00565042103716476 | 0.0113008420743295 | 0.994349578962835 |
| 127 | 0.00508716401279403 | 0.0101743280255881 | 0.994912835987206 |
| 128 | 0.00409879352027439 | 0.00819758704054879 | 0.995901206479726 |
| 129 | 0.0060488698275874 | 0.0120977396551748 | 0.993951130172413 |
| 130 | 0.0065532380288123 | 0.0131064760576246 | 0.993446761971188 |
| 131 | 0.0135402943899644 | 0.0270805887799288 | 0.986459705610036 |
| 132 | 0.0162987275042281 | 0.0325974550084562 | 0.983701272495772 |
| 133 | 0.0175823649816711 | 0.0351647299633423 | 0.982417635018329 |
| 134 | 0.01698334499195 | 0.0339666899839 | 0.98301665500805 |
| 135 | 0.0138803744734776 | 0.0277607489469552 | 0.986119625526522 |
| 136 | 0.0117123386997019 | 0.0234246773994038 | 0.988287661300298 |
| 137 | 0.00937464333820999 | 0.0187492866764200 | 0.99062535666179 |
| 138 | 0.0114169021588460 | 0.0228338043176921 | 0.988583097841154 |
| 139 | 0.00993713987951886 | 0.0198742797590377 | 0.990062860120481 |
| 140 | 0.0112928154997642 | 0.0225856309995285 | 0.988707184500236 |
| 141 | 0.0175165648200129 | 0.0350331296400258 | 0.982483435179987 |
| 142 | 0.0159289579009637 | 0.0318579158019274 | 0.984071042099036 |
| 143 | 0.0126831635932337 | 0.0253663271864674 | 0.987316836406766 |
| 144 | 0.0134458333059829 | 0.0268916666119659 | 0.986554166694017 |
| 145 | 0.0256403134895243 | 0.0512806269790486 | 0.974359686510476 |
| 146 | 0.0314184109533007 | 0.0628368219066014 | 0.9685815890467 |
| 147 | 0.0329795780363363 | 0.0659591560726726 | 0.967020421963664 |
| 148 | 0.0297734227101538 | 0.0595468454203076 | 0.970226577289846 |
| 149 | 0.0248127287409383 | 0.0496254574818765 | 0.975187271259062 |
| 150 | 0.0344362320643697 | 0.0688724641287393 | 0.96556376793563 |
| 151 | 0.0297124189393623 | 0.0594248378787246 | 0.970287581060638 |
| 152 | 0.0312806581648996 | 0.0625613163297992 | 0.9687193418351 |
| 153 | 0.063880432978279 | 0.127760865956558 | 0.936119567021721 |
| 154 | 0.0627614357271275 | 0.125522871454255 | 0.937238564272872 |
| 155 | 0.0721747771912978 | 0.144349554382596 | 0.927825222808702 |
| 156 | 0.061747857433907 | 0.123495714867814 | 0.938252142566093 |
| 157 | 0.0551628794160264 | 0.110325758832053 | 0.944837120583974 |
| 158 | 0.0482704122823367 | 0.0965408245646734 | 0.951729587717663 |
| 159 | 0.0472261086820218 | 0.0944522173640437 | 0.952773891317978 |
| 160 | 0.0404930281933112 | 0.0809860563866224 | 0.959506971806689 |
| 161 | 0.0334124305697177 | 0.0668248611394353 | 0.966587569430282 |
| 162 | 0.0274667952760031 | 0.0549335905520062 | 0.972533204723997 |
| 163 | 0.0228756533010375 | 0.0457513066020749 | 0.977124346698963 |
| 164 | 0.0192964132818165 | 0.0385928265636331 | 0.980703586718183 |
| 165 | 0.0169353563376050 | 0.0338707126752100 | 0.983064643662395 |
| 166 | 0.0171843050634623 | 0.0343686101269246 | 0.982815694936538 |
| 167 | 0.0138076243872405 | 0.027615248774481 | 0.98619237561276 |
| 168 | 0.0203735861261563 | 0.0407471722523127 | 0.979626413873844 |
| 169 | 0.0201928859457739 | 0.0403857718915477 | 0.979807114054226 |
| 170 | 0.0188580171726754 | 0.0377160343453509 | 0.981141982827325 |
| 171 | 0.0181349653406303 | 0.0362699306812606 | 0.98186503465937 |
| 172 | 0.0146941965866968 | 0.0293883931733937 | 0.985305803413303 |
| 173 | 0.0147422907486943 | 0.0294845814973886 | 0.985257709251306 |
| 174 | 0.0164226161640721 | 0.0328452323281442 | 0.983577383835928 |
| 175 | 0.0219494596798690 | 0.0438989193597379 | 0.978050540320131 |
| 176 | 0.0176531523212624 | 0.0353063046425249 | 0.982346847678738 |
| 177 | 0.0143826922510692 | 0.0287653845021384 | 0.98561730774893 |
| 178 | 0.0117427428384760 | 0.0234854856769521 | 0.988257257161524 |
| 179 | 0.00919215979401736 | 0.0183843195880347 | 0.990807840205983 |
| 180 | 0.00800536172863925 | 0.0160107234572785 | 0.99199463827136 |
| 181 | 0.00660360418668579 | 0.0132072083733716 | 0.993396395813314 |
| 182 | 0.00534521714955178 | 0.0106904342991036 | 0.994654782850448 |
| 183 | 0.00560936622575513 | 0.0112187324515103 | 0.994390633774245 |
| 184 | 0.00443647295033514 | 0.00887294590067028 | 0.995563527049665 |
| 185 | 0.094086539900981 | 0.188173079801962 | 0.905913460099019 |
| 186 | 0.0816845811721888 | 0.163369162344378 | 0.918315418827811 |
| 187 | 0.0928439802674408 | 0.185687960534882 | 0.90715601973256 |
| 188 | 0.0802127135646717 | 0.160425427129343 | 0.919787286435328 |
| 189 | 0.0679596339456148 | 0.135919267891230 | 0.932040366054385 |
| 190 | 0.0563561435032724 | 0.112712287006545 | 0.943643856496728 |
| 191 | 0.0497111618841623 | 0.0994223237683247 | 0.950288838115838 |
| 192 | 0.0419611933152232 | 0.0839223866304465 | 0.958038806684777 |
| 193 | 0.0487155279839566 | 0.0974310559679132 | 0.951284472016043 |
| 194 | 0.0522890666310367 | 0.104578133262073 | 0.947710933368963 |
| 195 | 0.0443811738269538 | 0.0887623476539076 | 0.955618826173046 |
| 196 | 0.0370263282172378 | 0.0740526564344756 | 0.962973671782762 |
| 197 | 0.0483157061172391 | 0.0966314122344782 | 0.95168429388276 |
| 198 | 0.0395862946218533 | 0.0791725892437066 | 0.960413705378147 |
| 199 | 0.0367011562951482 | 0.0734023125902964 | 0.963298843704852 |
| 200 | 0.0310398676134195 | 0.062079735226839 | 0.96896013238658 |
| 201 | 0.0292219724944844 | 0.0584439449889688 | 0.970778027505516 |
| 202 | 0.0243805707067269 | 0.0487611414134538 | 0.975619429293273 |
| 203 | 0.0313053691066294 | 0.0626107382132588 | 0.96869463089337 |
| 204 | 0.0356803177739386 | 0.0713606355478772 | 0.964319682226061 |
| 205 | 0.0389063363767209 | 0.0778126727534419 | 0.96109366362328 |
| 206 | 0.0308791545420775 | 0.0617583090841551 | 0.969120845457922 |
| 207 | 0.0303422228248083 | 0.0606844456496166 | 0.969657777175192 |
| 208 | 0.024949872731147 | 0.049899745462294 | 0.975050127268853 |
| 209 | 0.0278681412054717 | 0.0557362824109434 | 0.972131858794528 |
| 210 | 0.0225417426210896 | 0.0450834852421793 | 0.97745825737891 |
| 211 | 0.0249775332931389 | 0.0499550665862777 | 0.975022466706861 |
| 212 | 0.0399735087422991 | 0.0799470174845981 | 0.960026491257701 |
| 213 | 0.0315871062441668 | 0.0631742124883335 | 0.968412893755833 |
| 214 | 0.0441589425989401 | 0.0883178851978801 | 0.95584105740106 |
| 215 | 0.0380593092869368 | 0.0761186185738735 | 0.961940690713063 |
| 216 | 0.0297508259210554 | 0.0595016518421109 | 0.970249174078945 |
| 217 | 0.0321955312729058 | 0.0643910625458115 | 0.967804468727094 |
| 218 | 0.0275294909822642 | 0.0550589819645284 | 0.972470509017736 |
| 219 | 0.0247418070044547 | 0.0494836140089093 | 0.975258192995545 |
| 220 | 0.0189633773705708 | 0.0379267547411415 | 0.98103662262943 |
| 221 | 0.0168947339209663 | 0.0337894678419326 | 0.983105266079034 |
| 222 | 0.0124206485849155 | 0.0248412971698309 | 0.987579351415085 |
| 223 | 0.0093117418620164 | 0.0186234837240328 | 0.990688258137984 |
| 224 | 0.00750211854397697 | 0.0150042370879539 | 0.992497881456023 |
| 225 | 0.00654705616129064 | 0.0130941123225813 | 0.99345294383871 |
| 226 | 0.0149951903144659 | 0.0299903806289319 | 0.985004809685534 |
| 227 | 0.0115416184372463 | 0.0230832368744927 | 0.988458381562754 |
| 228 | 0.00835031892340789 | 0.0167006378468158 | 0.991649681076592 |
| 229 | 0.0060968342432109 | 0.0121936684864218 | 0.993903165756789 |
| 230 | 0.00441036251732997 | 0.00882072503465995 | 0.99558963748267 |
| 231 | 0.00439461457994107 | 0.00878922915988214 | 0.99560538542006 |
| 232 | 0.00814497957146643 | 0.0162899591429329 | 0.991855020428534 |
| 233 | 0.0377565442118784 | 0.0755130884237568 | 0.962243455788122 |
| 234 | 0.0542942200569106 | 0.108588440113821 | 0.94570577994309 |
| 235 | 0.0405065857547010 | 0.0810131715094021 | 0.959493414245299 |
| 236 | 0.0361101125951766 | 0.0722202251903533 | 0.963889887404823 |
| 237 | 0.246505700570198 | 0.493011401140395 | 0.753494299429802 |
| 238 | 0.200782130963978 | 0.401564261927957 | 0.799217869036022 |
| 239 | 0.180044405468033 | 0.360088810936067 | 0.819955594531967 |
| 240 | 0.142128535333137 | 0.284257070666275 | 0.857871464666863 |
| 241 | 0.113707343103352 | 0.227414686206705 | 0.886292656896648 |
| 242 | 0.0945301032407307 | 0.189060206481461 | 0.90546989675927 |
| 243 | 0.0879023187197933 | 0.175804637439587 | 0.912097681280207 |
| 244 | 0.153550434222244 | 0.307100868444488 | 0.846449565777756 |
| 245 | 0.137630339717254 | 0.275260679434508 | 0.862369660282746 |
| 246 | 0.110109330538686 | 0.220218661077373 | 0.889890669461314 |
| 247 | 0.0777706008222238 | 0.155541201644448 | 0.922229399177776 |
| 248 | 0.0666948470256238 | 0.133389694051248 | 0.933305152974376 |
| 249 | 0.0624888270323013 | 0.124977654064603 | 0.937511172967699 |
| 250 | 0.0773809930539605 | 0.154761986107921 | 0.92261900694604 |
| 251 | 0.0460549764082260 | 0.0921099528164521 | 0.953945023591774 |
| 252 | 0.112285664162278 | 0.224571328324556 | 0.887714335837722 |
| 253 | 0.234998511095394 | 0.469997022190787 | 0.765001488904606 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 4 | 0.0164609053497942 | NOK |
| 5% type I error level | 79 | 0.325102880658436 | NOK |
| 10% type I error level | 128 | 0.526748971193416 | NOK |
