| Multiple Linear Regression - Estimated Regression Equation |
| Connected[t] = + 13.6212781892182 + 0.629648559238144Pop[t] -0.386684460937783Gender[t] + 0.497661998445189Separate[t] + 0.226780695612353Learning[t] -0.0489027894673267Software[t] + 0.0568679220657549Happiness[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | 13.6212781892182 | 2.101242 | 6.4825 | 0 | 0 |
| Pop | 0.629648559238144 | 0.451155 | 1.3956 | 0.163925 | 0.081963 |
| Gender | -0.386684460937783 | 0.421539 | -0.9173 | 0.359763 | 0.179882 |
| Separate | 0.497661998445189 | 0.054436 | 9.1421 | 0 | 0 |
| Learning | 0.226780695612353 | 0.106517 | 2.1291 | 0.034119 | 0.017059 |
| Software | -0.0489027894673267 | 0.114544 | -0.4269 | 0.669755 | 0.334878 |
| Happiness | 0.0568679220657549 | 0.086028 | 0.661 | 0.509127 | 0.254563 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.55273098024722 |
| R-squared | 0.305511536525053 |
| Adjusted R-squared | 0.290682601361887 |
| F-TEST (value) | 20.6023920911003 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.41827068189702 |
| Sum Squared Residuals | 3283.36542177541 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 41 | 35.932864706709 | 5.06713529329102 |
| 2 | 39 | 33.9036092806052 | 5.09639071939478 |
| 3 | 30 | 35.4832507504482 | -5.48325075044825 |
| 4 | 31 | 34.464481459318 | -3.46448145931795 |
| 5 | 34 | 35.7268164585403 | -1.72681645854029 |
| 6 | 35 | 31.7791839878999 | 3.22081601210008 |
| 7 | 39 | 33.8099148912667 | 5.19008510873326 |
| 8 | 34 | 35.2932965221086 | -1.29329652210862 |
| 9 | 36 | 34.7235273290515 | 1.27647267094851 |
| 10 | 37 | 36.5900023884014 | 0.409997611598612 |
| 11 | 38 | 33.7846666104994 | 4.21533338950061 |
| 12 | 36 | 34.906898410094 | 1.09310158990597 |
| 13 | 38 | 35.2794335708852 | 2.7205664291148 |
| 14 | 39 | 36.7758454271448 | 2.22415457285516 |
| 15 | 33 | 36.4230888105742 | -3.42308881057421 |
| 16 | 32 | 34.2848005666455 | -2.28480056664549 |
| 17 | 36 | 33.884944147135 | 2.11505585286504 |
| 18 | 38 | 37.6909333421927 | 0.309066657807318 |
| 19 | 39 | 37.5023554351758 | 1.49764456482418 |
| 20 | 32 | 33.7409706470064 | -1.74097064700638 |
| 21 | 32 | 34.7879557399882 | -2.78795573998819 |
| 22 | 31 | 32.9589690382324 | -1.95896903823242 |
| 23 | 39 | 37.2446460909157 | 1.75535390908426 |
| 24 | 37 | 37.046035737327 | -0.0460357373270109 |
| 25 | 39 | 34.4113037256223 | 4.58869627437772 |
| 26 | 41 | 33.5207730986911 | 7.47922690130887 |
| 27 | 36 | 35.7184466822144 | 0.281553317785613 |
| 28 | 33 | 35.7909585205538 | -2.79095852055381 |
| 29 | 33 | 34.1817647233858 | -1.18176472338582 |
| 30 | 34 | 33.9852216837705 | 0.0147783162294705 |
| 31 | 31 | 33.0165279529488 | -2.01652795294884 |
| 32 | 27 | 33.2455397171668 | -6.2455397171668 |
| 33 | 37 | 32.9444207583369 | 4.0555792416631 |
| 34 | 34 | 36.1724127171666 | -2.17241271716657 |
| 35 | 34 | 32.5650338756976 | 1.43496612430242 |
| 36 | 32 | 33.5091468800519 | -1.50914688005187 |
| 37 | 29 | 32.0179418497666 | -3.01794184976656 |
| 38 | 36 | 34.1148877930989 | 1.8851122069011 |
| 39 | 29 | 33.3979821495616 | -4.3979821495616 |
| 40 | 35 | 34.5525189191267 | 0.447481080873255 |
| 41 | 37 | 34.1685927648131 | 2.83140723518693 |
| 42 | 34 | 33.7850712542269 | 0.214928745773132 |
| 43 | 38 | 34.8880695219916 | 3.1119304780084 |
| 44 | 35 | 34.0420896058363 | 0.957910394163715 |
| 45 | 38 | 31.3376989188698 | 6.66230108113018 |
| 46 | 37 | 33.8157135539514 | 3.18428644604859 |
| 47 | 38 | 36.6652725333649 | 1.33472746663508 |
| 48 | 33 | 34.501548815686 | -1.50154881568598 |
| 49 | 36 | 36.8327133492106 | -0.832713349210597 |
| 50 | 38 | 33.5034899505222 | 4.4965100494778 |
| 51 | 32 | 36.6291370587429 | -4.62913705874286 |
| 52 | 32 | 32.6628394546322 | -0.66283945463223 |
| 53 | 32 | 33.4338547136112 | -1.43385471361117 |
| 54 | 34 | 36.4505681599472 | -2.45056815994717 |
| 55 | 32 | 32.655038076666 | -0.655038076665965 |
| 56 | 37 | 35.0169440658554 | 1.98305593414455 |
| 57 | 39 | 34.7362946438968 | 4.26370535610324 |
| 58 | 29 | 34.679426721831 | -5.67942672183101 |
| 59 | 37 | 35.7129535073169 | 1.28704649268312 |
| 60 | 35 | 34.6066285345684 | 0.393371465431605 |
| 61 | 30 | 31.0194549025246 | -1.0194549025246 |
| 62 | 38 | 34.9523753386373 | 3.04762466136272 |
| 63 | 34 | 34.8518114530785 | -0.851811453078522 |
| 64 | 31 | 34.7155621964531 | -3.71556219645306 |
| 65 | 34 | 33.1864407264954 | 0.813559273504559 |
| 66 | 35 | 36.4526354739206 | -1.45263547392061 |
| 67 | 36 | 35.3053728443032 | 0.694627155696772 |
| 68 | 30 | 31.9143376081472 | -1.91433760814724 |
| 69 | 39 | 36.7582759300527 | 2.24172406994727 |
| 70 | 35 | 36.5590971781044 | -1.55909717810436 |
| 71 | 38 | 34.8394942417886 | 3.1605057582114 |
| 72 | 31 | 36.3222840359201 | -5.32228403592014 |
| 73 | 34 | 37.523492526347 | -3.523492526347 |
| 74 | 38 | 38.9055009841752 | -0.905500984175162 |
| 75 | 34 | 31.468741349521 | 2.53125865047904 |
| 76 | 39 | 32.8916640258673 | 6.10833597413268 |
| 77 | 37 | 36.2372457718308 | 0.762754228169245 |
| 78 | 34 | 33.1216076718313 | 0.878392328168742 |
| 79 | 28 | 32.8927831005962 | -4.89278310059617 |
| 80 | 37 | 31.468741349521 | 5.53125865047904 |
| 81 | 33 | 36.0614351796592 | -3.06143517965917 |
| 82 | 35 | 36.1724127171666 | -1.17241271716657 |
| 83 | 37 | 34.398536410777 | 2.601463589223 |
| 84 | 32 | 34.501548815686 | -2.50154881568598 |
| 85 | 33 | 33.2273783833643 | -0.227378383364339 |
| 86 | 38 | 37.247568152172 | 0.752431847827993 |
| 87 | 33 | 34.6225587997653 | -1.62255879976525 |
| 88 | 29 | 33.5703668808091 | -4.57036688080912 |
| 89 | 33 | 33.5000406512474 | -0.500040651247426 |
| 90 | 31 | 35.0280721488055 | -4.02807214880546 |
| 91 | 36 | 33.6504392080195 | 2.34956079198051 |
| 92 | 35 | 38.1630607109473 | -3.16306071094733 |
| 93 | 32 | 31.4098061134818 | 0.590193886518231 |
| 94 | 29 | 31.8947007970817 | -2.89470079708168 |
| 95 | 39 | 35.8294242197218 | 3.17057578027821 |
| 96 | 37 | 34.9575821646116 | 2.0424178353884 |
| 97 | 35 | 33.2762811728317 | 1.72371882716833 |
| 98 | 37 | 35.1798470269003 | 1.8201529730997 |
| 99 | 32 | 35.7056793673691 | -3.70567936736911 |
| 100 | 38 | 35.6906809839182 | 2.30931901608176 |
| 101 | 37 | 35.442072204484 | 1.55792779551596 |
| 102 | 36 | 36.9896950532798 | -0.989695053279759 |
| 103 | 32 | 31.6747895976896 | 0.325210402310386 |
| 104 | 33 | 37.2166395035243 | -4.21663950352428 |
| 105 | 40 | 33.0492375666468 | 6.95076243335318 |
| 106 | 38 | 35.4607373379543 | 2.5392626620457 |
| 107 | 41 | 37.5544211749947 | 3.44557882500527 |
| 108 | 36 | 35.3283363603525 | 0.671663639647469 |
| 109 | 43 | 37.713774263951 | 5.28622573604904 |
| 110 | 30 | 34.679426721831 | -4.67942672183101 |
| 111 | 31 | 33.8564874561881 | -2.85648745618815 |
| 112 | 32 | 38.3250083518955 | -6.3250083518955 |
| 113 | 37 | 34.0407132845135 | 2.95928671548649 |
| 114 | 37 | 34.5323137097015 | 2.46768629029845 |
| 115 | 33 | 37.1060666097443 | -4.10606660974435 |
| 116 | 34 | 37.350580557081 | -3.35058055708098 |
| 117 | 33 | 34.4887815008407 | -1.48878150084071 |
| 118 | 38 | 35.6178827966556 | 2.38211720334437 |
| 119 | 33 | 35.7570541145374 | -2.75705411453736 |
| 120 | 31 | 31.0900220211816 | -0.0900220211816067 |
| 121 | 38 | 36.4873946272199 | 1.51260537278011 |
| 122 | 37 | 36.5722691366771 | 0.427730863322893 |
| 123 | 36 | 32.9107572414158 | 3.08924275858424 |
| 124 | 31 | 33.9213205108523 | -2.92132051085233 |
| 125 | 39 | 34.0555479133322 | 4.94445208666778 |
| 126 | 44 | 37.5571560432681 | 6.44284395673186 |
| 127 | 33 | 35.822150079774 | -2.82215007977403 |
| 128 | 35 | 33.3235447304037 | 1.67645526959627 |
| 129 | 32 | 34.5525189191267 | -2.55251891912675 |
| 130 | 28 | 32.4177982692771 | -4.41779826927709 |
| 131 | 40 | 36.3680238750359 | 3.63197612496412 |
| 132 | 27 | 32.217243196006 | -5.21724319600595 |
| 133 | 37 | 36.6031977853248 | 0.396802214675162 |
| 134 | 32 | 32.0212039560585 | -0.0212039560584669 |
| 135 | 28 | 28.3330617947284 | -0.33306179472843 |
| 136 | 34 | 35.3290273530032 | -1.3290273530032 |
| 137 | 30 | 33.9135191328861 | -3.91351913288606 |
| 138 | 35 | 33.9679150972509 | 1.0320849027491 |
| 139 | 31 | 34.4628422274227 | -3.46284222742269 |
| 140 | 32 | 34.8750378797003 | -2.87503787970031 |
| 141 | 30 | 36.5358927729597 | -6.53589277295974 |
| 142 | 30 | 35.2002931254208 | -5.20029312542081 |
| 143 | 31 | 29.640731989339 | 1.35926801066096 |
| 144 | 40 | 32.0782356327564 | 7.92176436724362 |
| 145 | 32 | 31.6573192565378 | 0.342680743462178 |
| 146 | 36 | 35.1536214045591 | 0.846378595440911 |
| 147 | 32 | 33.402521421236 | -1.40252142123596 |
| 148 | 35 | 33.1959459350488 | 1.80405406495119 |
| 149 | 38 | 36.1084344097852 | 1.89156559021478 |
| 150 | 42 | 35.7829933879554 | 6.21700661204462 |
| 151 | 34 | 37.2603354670173 | -3.26033546701728 |
| 152 | 35 | 37.2905496846636 | -2.29054968466364 |
| 153 | 38 | 34.0802689560811 | 3.91973104391892 |
| 154 | 33 | 31.9076318665591 | 1.09236813344088 |
| 155 | 32 | 35.7286194450677 | -3.72861944506772 |
| 156 | 33 | 35.822150079774 | -2.82215007977403 |
| 157 | 34 | 33.6192696702764 | 0.380730329723553 |
| 158 | 32 | 35.7879593248344 | -3.78795932483439 |
| 159 | 27 | 29.588290517738 | -2.58829051773796 |
| 160 | 31 | 29.6867870893233 | 1.31321291067672 |
| 161 | 38 | 34.1246436638289 | 3.87535633617109 |
| 162 | 34 | 36.1247734278123 | -2.12477342781233 |
| 163 | 24 | 31.0532699256821 | -7.05326992568206 |
| 164 | 30 | 33.4772741012623 | -3.47727410126232 |
| 165 | 26 | 28.2663129323271 | -2.26631293232714 |
| 166 | 34 | 35.018876537142 | -1.01887653714203 |
| 167 | 27 | 35.5882410864717 | -8.58824108647168 |
| 168 | 37 | 32.1512016837539 | 4.84879831624606 |
| 169 | 36 | 35.5996320799942 | 0.400367920005818 |
| 170 | 41 | 33.7835998860665 | 7.21640011393345 |
| 171 | 29 | 28.1141334105048 | 0.885866589495181 |
| 172 | 36 | 30.2135513115381 | 5.78644868846193 |
| 173 | 32 | 34.6425108716993 | -2.6425108716993 |
| 174 | 37 | 32.499397007173 | 4.50060299282696 |
| 175 | 30 | 31.5147964495052 | -1.51479644950519 |
| 176 | 31 | 32.257904277033 | -1.257904277033 |
| 177 | 38 | 34.554878055618 | 3.44512194438202 |
| 178 | 36 | 34.9882342374175 | 1.01176576258252 |
| 179 | 35 | 31.4915920443606 | 3.50840795563942 |
| 180 | 31 | 35.9654203388561 | -4.9654203388561 |
| 181 | 38 | 33.1574900089622 | 4.84250999103784 |
| 182 | 22 | 29.3064285290887 | -7.30642852908866 |
| 183 | 32 | 34.9313663153517 | -2.93136631535173 |
| 184 | 36 | 34.6552781865446 | 1.34472181345543 |
| 185 | 39 | 31.8941833321445 | 7.10581666785548 |
| 186 | 28 | 30.4473652580029 | -2.44736525800287 |
| 187 | 32 | 34.4127309803675 | -2.41273098036752 |
| 188 | 32 | 34.3640690799955 | -2.36406907999551 |
| 189 | 38 | 36.9788822311982 | 1.02111776880176 |
| 190 | 32 | 33.0851184869042 | -1.0851184869042 |
| 191 | 35 | 35.3641952591327 | -0.364195259132734 |
| 192 | 32 | 32.4719176578001 | -0.47191765780008 |
| 193 | 37 | 36.0297261555018 | 0.970273844498219 |
| 194 | 34 | 32.6466326135935 | 1.35336738640648 |
| 195 | 33 | 35.4858962358627 | -2.48589623586267 |
| 196 | 33 | 33.2338721478024 | -0.233872147802447 |
| 197 | 30 | 32.1046070973554 | -2.10460709735536 |
| 198 | 24 | 32.0900588174598 | -8.09005881745984 |
| 199 | 34 | 32.0700173626668 | 1.92998263733319 |
| 200 | 34 | 32.4202800000593 | 1.57971999994065 |
| 201 | 33 | 34.0186086248498 | -1.01860862484982 |
| 202 | 34 | 34.8672242533382 | -0.867224253338212 |
| 203 | 35 | 35.53479902533 | -0.534799025329999 |
| 204 | 35 | 35.4886545424868 | -0.488654542486777 |
| 205 | 36 | 32.7889668818268 | 3.21103311817316 |
| 206 | 34 | 33.8666934304735 | 0.133306569526488 |
| 207 | 34 | 32.3037858493037 | 1.69621415069627 |
| 208 | 41 | 38.5628277475989 | 2.43717225240113 |
| 209 | 32 | 36.5194230213485 | -4.51942302134854 |
| 210 | 30 | 33.1256294785684 | -3.12562947856845 |
| 211 | 35 | 34.319968472775 | 0.68003152722497 |
| 212 | 28 | 29.6017488252339 | -1.6017488252339 |
| 213 | 33 | 34.9368594902492 | -1.93685949024924 |
| 214 | 39 | 33.6371544282371 | 5.36284557176295 |
| 215 | 36 | 34.0513182385478 | 1.9486817614522 |
| 216 | 36 | 36.3113074592065 | -0.311307459206451 |
| 217 | 35 | 33.0309868499854 | 1.96901315001462 |
| 218 | 38 | 35.1328987301967 | 2.86710126980328 |
| 219 | 33 | 32.5433338597614 | 0.456666140238642 |
| 220 | 31 | 32.6807242125928 | -1.68072421259284 |
| 221 | 32 | 33.5811412534541 | -1.58114125345413 |
| 222 | 31 | 33.3128545026132 | -2.31285450261324 |
| 223 | 33 | 33.9590058345107 | -0.959005834510654 |
| 224 | 34 | 32.5535300609654 | 1.44646993903461 |
| 225 | 34 | 33.9462385196654 | 0.0537614803346173 |
| 226 | 34 | 31.6153368967133 | 2.38466310328675 |
| 227 | 33 | 34.8230244901774 | -1.82302449017741 |
| 228 | 32 | 34.7298793603346 | -2.72987936033461 |
| 229 | 41 | 33.7941361323062 | 7.20586386769378 |
| 230 | 34 | 32.5287855798658 | 1.47121442013416 |
| 231 | 36 | 31.6799070408049 | 4.32009295919505 |
| 232 | 37 | 29.8472592530084 | 7.15274074699165 |
| 233 | 36 | 30.1587507034458 | 5.84124929655424 |
| 234 | 29 | 32.2724525569285 | -3.27245255692852 |
| 235 | 37 | 31.1021727151494 | 5.89782728485061 |
| 236 | 27 | 32.5590232358629 | -5.5590232358629 |
| 237 | 35 | 33.6778291745335 | 1.32217082546654 |
| 238 | 28 | 30.3593277981941 | -2.35932779819407 |
| 239 | 35 | 33.3812715088551 | 1.61872849114491 |
| 240 | 29 | 33.9951413091327 | -4.99514130913271 |
| 241 | 32 | 34.5135357550216 | -2.5135357550216 |
| 242 | 36 | 31.7836104383646 | 4.21638956163541 |
| 243 | 19 | 26.5843209478965 | -7.58432094789653 |
| 244 | 21 | 26.1514920041155 | -5.15149200411553 |
| 245 | 31 | 33.5470730928055 | -2.54707309280551 |
| 246 | 33 | 32.2112325561713 | 0.788767443828725 |
| 247 | 36 | 33.3223362728159 | 2.6776637271841 |
| 248 | 33 | 33.087426689973 | -0.0874266899729551 |
| 249 | 37 | 32.9588796553734 | 4.04112034462657 |
| 250 | 34 | 33.3635382571308 | 0.636461742869187 |
| 251 | 35 | 35.5882410864717 | -0.588241086471681 |
| 252 | 31 | 32.4552963999526 | -1.45529639995256 |
| 253 | 37 | 33.4183388652231 | 3.58166113477687 |
| 254 | 35 | 29.493547316341 | 5.50645268365896 |
| 255 | 27 | 31.8243843406013 | -4.82438434060133 |
| 256 | 34 | 35.2932071392496 | -1.29320713924963 |
| 257 | 40 | 34.0874537131699 | 5.91254628683015 |
| 258 | 29 | 33.0774176817518 | -4.07741768175179 |
| 259 | 38 | 33.811606473458 | 4.18839352654199 |
| 260 | 34 | 33.0098263204635 | 0.9901736795365 |
| 261 | 21 | 30.2076534929131 | -9.20765349291308 |
| 262 | 36 | 32.3891104623163 | 3.6108895376837 |
| 263 | 38 | 33.8070672017837 | 4.19293279821635 |
| 264 | 30 | 30.611784856652 | -0.611784856651961 |
| 265 | 35 | 34.3276927162781 | 0.672307283721856 |
| 266 | 30 | 29.9676774003773 | 0.0323225996227195 |
| 267 | 36 | 33.4793179768851 | 2.52068202311494 |
| 268 | 34 | 35.6580400780149 | -1.65804007801487 |
| 269 | 35 | 34.9313663153517 | 0.0686336846482713 |
| 270 | 34 | 33.6703912799535 | 0.329608720046461 |
| 271 | 32 | 35.9209562482493 | -3.92095624824928 |
| 272 | 33 | 29.8138586466597 | 3.1861413533403 |
| 273 | 33 | 33.3763055719761 | -0.376305571976085 |
| 274 | 26 | 31.8326769824641 | -5.83267698246408 |
| 275 | 35 | 36.4600831415819 | -1.46008314158187 |
| 276 | 21 | 23.5971598288855 | -2.59715982888549 |
| 277 | 38 | 34.1737102079284 | 3.8262897920716 |
| 278 | 35 | 33.2063927984295 | 1.79360720157051 |
| 279 | 33 | 33.5962167713682 | -0.596216771368156 |
| 280 | 37 | 34.2171198224982 | 2.78288017750178 |
| 281 | 38 | 32.9434766281951 | 5.05652337180492 |
| 282 | 34 | 34.3615971222946 | -0.361597122294596 |
| 283 | 27 | 31.0740023731258 | -4.07400237312576 |
| 284 | 16 | 25.9328401957338 | -9.93284019573377 |
| 285 | 40 | 38.0747701136474 | 1.92522988635263 |
| 286 | 36 | 34.2746787372146 | 1.72532126278536 |
| 287 | 42 | 37.4141831326802 | 4.58581686731984 |
| 288 | 30 | 33.0416868508572 | -3.04168685085721 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.836767949648556 | 0.326464100702887 | 0.163232050351444 |
| 11 | 0.824578677012237 | 0.350842645975527 | 0.175421322987763 |
| 12 | 0.806257884788824 | 0.387484230422352 | 0.193742115211176 |
| 13 | 0.839696398881375 | 0.320607202237251 | 0.160303601118625 |
| 14 | 0.781049559372119 | 0.437900881255762 | 0.218950440627881 |
| 15 | 0.796938756107891 | 0.406122487784217 | 0.203061243892109 |
| 16 | 0.762418357374936 | 0.475163285250129 | 0.237581642625064 |
| 17 | 0.692975480862495 | 0.61404903827501 | 0.307024519137505 |
| 18 | 0.615711109101048 | 0.768577781797904 | 0.384288890898952 |
| 19 | 0.574360027670505 | 0.851279944658991 | 0.425639972329496 |
| 20 | 0.561388291918383 | 0.877223416163233 | 0.438611708081617 |
| 21 | 0.573861656471256 | 0.852276687057487 | 0.426138343528744 |
| 22 | 0.533355018669495 | 0.93328996266101 | 0.466644981330505 |
| 23 | 0.487375752108248 | 0.974751504216497 | 0.512624247891752 |
| 24 | 0.414899039901068 | 0.829798079802137 | 0.585100960098932 |
| 25 | 0.440897997163519 | 0.881795994327037 | 0.559102002836481 |
| 26 | 0.654722178845039 | 0.690555642309923 | 0.345277821154961 |
| 27 | 0.591830035585002 | 0.816339928829997 | 0.408169964414998 |
| 28 | 0.559715739384605 | 0.88056852123079 | 0.440284260615395 |
| 29 | 0.527412543561478 | 0.945174912877043 | 0.472587456438521 |
| 30 | 0.466657273391207 | 0.933314546782413 | 0.533342726608793 |
| 31 | 0.461757695708516 | 0.923515391417032 | 0.538242304291484 |
| 32 | 0.606144373268688 | 0.787711253462623 | 0.393855626731312 |
| 33 | 0.589141313362131 | 0.821717373275738 | 0.410858686637869 |
| 34 | 0.55730087900232 | 0.885398241995361 | 0.44269912099768 |
| 35 | 0.511078937071743 | 0.977842125856514 | 0.488921062928257 |
| 36 | 0.457128304776116 | 0.914256609552233 | 0.542871695223883 |
| 37 | 0.414866542243055 | 0.829733084486109 | 0.585133457756945 |
| 38 | 0.389494752896634 | 0.778989505793268 | 0.610505247103366 |
| 39 | 0.494615457297037 | 0.989230914594075 | 0.505384542702963 |
| 40 | 0.441586537515521 | 0.883173075031041 | 0.558413462484479 |
| 41 | 0.410937218410805 | 0.82187443682161 | 0.589062781589195 |
| 42 | 0.360862943761864 | 0.721725887523728 | 0.639137056238136 |
| 43 | 0.321949730317219 | 0.643899460634437 | 0.678050269682781 |
| 44 | 0.28226702448597 | 0.564534048971941 | 0.71773297551403 |
| 45 | 0.353966980089867 | 0.707933960179734 | 0.646033019910133 |
| 46 | 0.377069743329276 | 0.754139486658551 | 0.622930256670724 |
| 47 | 0.348202053374548 | 0.696404106749097 | 0.651797946625452 |
| 48 | 0.319990891001772 | 0.639981782003545 | 0.680009108998228 |
| 49 | 0.279129510512619 | 0.558259021025239 | 0.720870489487381 |
| 50 | 0.295588362085247 | 0.591176724170494 | 0.704411637914753 |
| 51 | 0.326478407740677 | 0.652956815481355 | 0.673521592259323 |
| 52 | 0.29535853993303 | 0.59071707986606 | 0.70464146006697 |
| 53 | 0.262194753848191 | 0.524389507696382 | 0.737805246151809 |
| 54 | 0.238574054681074 | 0.477148109362148 | 0.761425945318926 |
| 55 | 0.204355708938905 | 0.408711417877811 | 0.795644291061095 |
| 56 | 0.184072777306987 | 0.368145554613974 | 0.815927222693013 |
| 57 | 0.190762089468445 | 0.38152417893689 | 0.809237910531555 |
| 58 | 0.276995120803146 | 0.553990241606292 | 0.723004879196854 |
| 59 | 0.250277765703298 | 0.500555531406595 | 0.749722234296702 |
| 60 | 0.216674967783514 | 0.433349935567028 | 0.783325032216486 |
| 61 | 0.195020116287724 | 0.390040232575449 | 0.804979883712276 |
| 62 | 0.186460131316179 | 0.372920262632358 | 0.813539868683821 |
| 63 | 0.160659531996998 | 0.321319063993996 | 0.839340468003002 |
| 64 | 0.163754190513888 | 0.327508381027775 | 0.836245809486112 |
| 65 | 0.139415762161235 | 0.27883152432247 | 0.860584237838765 |
| 66 | 0.119444784683343 | 0.238889569366686 | 0.880555215316657 |
| 67 | 0.0998280482171024 | 0.199656096434205 | 0.900171951782898 |
| 68 | 0.105736490836981 | 0.211472981673961 | 0.894263509163019 |
| 69 | 0.104428343355973 | 0.208856686711946 | 0.895571656644027 |
| 70 | 0.0897548857169319 | 0.179509771433864 | 0.910245114283068 |
| 71 | 0.0928109870570903 | 0.185621974114181 | 0.90718901294291 |
| 72 | 0.118132078017658 | 0.236264156035316 | 0.881867921982342 |
| 73 | 0.115884811721182 | 0.231769623442365 | 0.884115188278818 |
| 74 | 0.0973465038764661 | 0.194693007752932 | 0.902653496123534 |
| 75 | 0.0845264774917464 | 0.169052954983493 | 0.915473522508254 |
| 76 | 0.112118950338707 | 0.224237900677415 | 0.887881049661293 |
| 77 | 0.0953979613582988 | 0.190795922716598 | 0.904602038641701 |
| 78 | 0.080067774835023 | 0.160135549670046 | 0.919932225164977 |
| 79 | 0.103269405269616 | 0.206538810539232 | 0.896730594730384 |
| 80 | 0.119682483210828 | 0.239364966421657 | 0.880317516789171 |
| 81 | 0.113388229663379 | 0.226776459326758 | 0.886611770336621 |
| 82 | 0.0969327679876853 | 0.193865535975371 | 0.903067232012315 |
| 83 | 0.0900227229610308 | 0.180045445922062 | 0.909977277038969 |
| 84 | 0.0850630472482933 | 0.170126094496587 | 0.914936952751707 |
| 85 | 0.0730823808088622 | 0.146164761617724 | 0.926917619191138 |
| 86 | 0.0634861512939661 | 0.126972302587932 | 0.936513848706034 |
| 87 | 0.0554688343076777 | 0.110937668615355 | 0.944531165692322 |
| 88 | 0.0702912676457442 | 0.140582535291488 | 0.929708732354256 |
| 89 | 0.0583527827065543 | 0.116705565413109 | 0.941647217293446 |
| 90 | 0.060855526505471 | 0.121711053010942 | 0.939144473494529 |
| 91 | 0.0540968207154264 | 0.108193641430853 | 0.945903179284574 |
| 92 | 0.0489010201384591 | 0.0978020402769181 | 0.951098979861541 |
| 93 | 0.0406408112257513 | 0.0812816224515026 | 0.959359188774249 |
| 94 | 0.0398778050928188 | 0.0797556101856376 | 0.960122194907181 |
| 95 | 0.0396482558412459 | 0.0792965116824919 | 0.960351744158754 |
| 96 | 0.0356469315611581 | 0.0712938631223163 | 0.964353068438842 |
| 97 | 0.0299693271394587 | 0.0599386542789173 | 0.970030672860541 |
| 98 | 0.0255240193233002 | 0.0510480386466003 | 0.9744759806767 |
| 99 | 0.0259030795531725 | 0.051806159106345 | 0.974096920446827 |
| 100 | 0.0236642766933543 | 0.0473285533867086 | 0.976335723306646 |
| 101 | 0.0200829665301225 | 0.0401659330602449 | 0.979917033469878 |
| 102 | 0.016475662364428 | 0.032951324728856 | 0.983524337635572 |
| 103 | 0.0133868926870123 | 0.0267737853740247 | 0.986613107312988 |
| 104 | 0.014165566056449 | 0.0283311321128981 | 0.985834433943551 |
| 105 | 0.0309265822825122 | 0.0618531645650244 | 0.969073417717488 |
| 106 | 0.0285250821188076 | 0.0570501642376152 | 0.971474917881192 |
| 107 | 0.0312728494826891 | 0.0625456989653782 | 0.968727150517311 |
| 108 | 0.0258391227653875 | 0.051678245530775 | 0.974160877234613 |
| 109 | 0.0442022432087277 | 0.0884044864174555 | 0.955797756791272 |
| 110 | 0.0526802789503804 | 0.105360557900761 | 0.94731972104962 |
| 111 | 0.0499676135697629 | 0.0999352271395259 | 0.950032386430237 |
| 112 | 0.0717458597858171 | 0.143491719571634 | 0.928254140214183 |
| 113 | 0.0700509751452445 | 0.140101950290489 | 0.929949024854756 |
| 114 | 0.0643814009746312 | 0.128762801949262 | 0.935618599025369 |
| 115 | 0.0652147171157124 | 0.130429434231425 | 0.934785282884288 |
| 116 | 0.0622216902773801 | 0.12444338055476 | 0.93777830972262 |
| 117 | 0.0535166912178407 | 0.107033382435681 | 0.946483308782159 |
| 118 | 0.0499866352222596 | 0.0999732704445193 | 0.95001336477774 |
| 119 | 0.0456785495155809 | 0.0913570990311617 | 0.954321450484419 |
| 120 | 0.038966290181126 | 0.077932580362252 | 0.961033709818874 |
| 121 | 0.0354038191994335 | 0.070807638398867 | 0.964596180800567 |
| 122 | 0.0296349956010469 | 0.0592699912020938 | 0.970365004398953 |
| 123 | 0.0283898191143262 | 0.0567796382286525 | 0.971610180885674 |
| 124 | 0.0268807688799797 | 0.0537615377599593 | 0.97311923112002 |
| 125 | 0.0330733683390701 | 0.0661467366781402 | 0.96692663166093 |
| 126 | 0.0586779134486607 | 0.117355826897321 | 0.941322086551339 |
| 127 | 0.0558505050059644 | 0.111701010011929 | 0.944149494994036 |
| 128 | 0.0493672041736618 | 0.0987344083473236 | 0.950632795826338 |
| 129 | 0.046580921800932 | 0.093161843601864 | 0.953419078199068 |
| 130 | 0.0508179518051006 | 0.101635903610201 | 0.949182048194899 |
| 131 | 0.0531770870745144 | 0.106354174149029 | 0.946822912925486 |
| 132 | 0.0673259608197662 | 0.134651921639532 | 0.932674039180234 |
| 133 | 0.0575423672123761 | 0.115084734424752 | 0.942457632787624 |
| 134 | 0.0488254993261449 | 0.0976509986522897 | 0.951174500673855 |
| 135 | 0.0430858154853705 | 0.0861716309707409 | 0.95691418451463 |
| 136 | 0.0365688369414134 | 0.0731376738828269 | 0.963431163058587 |
| 137 | 0.0374029533891672 | 0.0748059067783343 | 0.962597046610833 |
| 138 | 0.0315940098450595 | 0.0631880196901189 | 0.968405990154941 |
| 139 | 0.0308275275398578 | 0.0616550550797156 | 0.969172472460142 |
| 140 | 0.0301559320100782 | 0.0603118640201563 | 0.969844067989922 |
| 141 | 0.0499950166772556 | 0.0999900333545112 | 0.950004983322744 |
| 142 | 0.0653247359486568 | 0.130649471897314 | 0.934675264051343 |
| 143 | 0.0583615150106312 | 0.116723030021262 | 0.941638484989369 |
| 144 | 0.113649449366596 | 0.227298898733192 | 0.886350550633404 |
| 145 | 0.101644929046347 | 0.203289858092694 | 0.898355070953653 |
| 146 | 0.0897163735473557 | 0.179432747094711 | 0.910283626452644 |
| 147 | 0.0784987148770954 | 0.156997429754191 | 0.921501285122905 |
| 148 | 0.071035528437928 | 0.142071056875856 | 0.928964471562072 |
| 149 | 0.0637966621461091 | 0.127593324292218 | 0.936203337853891 |
| 150 | 0.101659947759471 | 0.203319895518943 | 0.898340052240529 |
| 151 | 0.0957512193018528 | 0.191502438603706 | 0.904248780698147 |
| 152 | 0.0860717270795236 | 0.172143454159047 | 0.913928272920476 |
| 153 | 0.0978560675362367 | 0.195712135072473 | 0.902143932463763 |
| 154 | 0.0901180811153531 | 0.180236162230706 | 0.909881918884647 |
| 155 | 0.0869114000368218 | 0.173822800073644 | 0.913088599963178 |
| 156 | 0.0794738676644476 | 0.158947735328895 | 0.920526132335552 |
| 157 | 0.0757789289715794 | 0.151557857943159 | 0.924221071028421 |
| 158 | 0.0689772003565474 | 0.137954400713095 | 0.931022799643453 |
| 159 | 0.0589609722118151 | 0.11792194442363 | 0.941039027788185 |
| 160 | 0.054865478082312 | 0.109730956164624 | 0.945134521917688 |
| 161 | 0.0622175176600812 | 0.124435035320162 | 0.937782482339919 |
| 162 | 0.0571123503659327 | 0.114224700731865 | 0.942887649634067 |
| 163 | 0.0892934350717839 | 0.178586870143568 | 0.910706564928216 |
| 164 | 0.0837184241467512 | 0.167436848293502 | 0.916281575853249 |
| 165 | 0.0731703487829217 | 0.146340697565843 | 0.926829651217078 |
| 166 | 0.0673710319924521 | 0.134742063984904 | 0.932628968007548 |
| 167 | 0.130043438754683 | 0.260086877509366 | 0.869956561245317 |
| 168 | 0.172839198696956 | 0.345678397393912 | 0.827160801303044 |
| 169 | 0.155764159257498 | 0.311528318514996 | 0.844235840742502 |
| 170 | 0.25630764473707 | 0.512615289474139 | 0.74369235526293 |
| 171 | 0.232964030074612 | 0.465928060149223 | 0.767035969925388 |
| 172 | 0.294538690631754 | 0.589077381263508 | 0.705461309368246 |
| 173 | 0.280048680598457 | 0.560097361196914 | 0.719951319401543 |
| 174 | 0.300353730234518 | 0.600707460469035 | 0.699646269765482 |
| 175 | 0.274819537525401 | 0.549639075050803 | 0.725180462474599 |
| 176 | 0.249646217898441 | 0.499292435796882 | 0.750353782101559 |
| 177 | 0.246939361821454 | 0.493878723642907 | 0.753060638178546 |
| 178 | 0.222240908306983 | 0.444481816613965 | 0.777759091693017 |
| 179 | 0.227595098428557 | 0.455190196857114 | 0.772404901571443 |
| 180 | 0.254085116149937 | 0.508170232299873 | 0.745914883850063 |
| 181 | 0.289938136706503 | 0.579876273413006 | 0.710061863293497 |
| 182 | 0.424911265187764 | 0.849822530375529 | 0.575088734812236 |
| 183 | 0.421334123831398 | 0.842668247662795 | 0.578665876168602 |
| 184 | 0.396823372945645 | 0.793646745891291 | 0.603176627054355 |
| 185 | 0.528333578762997 | 0.943332842474006 | 0.471666421237003 |
| 186 | 0.506985864806306 | 0.986028270387387 | 0.493014135193693 |
| 187 | 0.488337799739688 | 0.976675599479376 | 0.511662200260312 |
| 188 | 0.483756207327277 | 0.967512414654554 | 0.516243792672723 |
| 189 | 0.45282093126384 | 0.90564186252768 | 0.54717906873616 |
| 190 | 0.422859865475488 | 0.845719730950977 | 0.577140134524512 |
| 191 | 0.390290248720423 | 0.780580497440847 | 0.609709751279577 |
| 192 | 0.35662898072464 | 0.713257961449281 | 0.64337101927536 |
| 193 | 0.328062193670099 | 0.656124387340199 | 0.671937806329901 |
| 194 | 0.310765268991046 | 0.621530537982092 | 0.689234731008954 |
| 195 | 0.304052256159589 | 0.608104512319178 | 0.695947743840411 |
| 196 | 0.272666947688949 | 0.545333895377898 | 0.727333052311051 |
| 197 | 0.25034062431801 | 0.500681248636021 | 0.74965937568199 |
| 198 | 0.376973746180919 | 0.753947492361838 | 0.623026253819081 |
| 199 | 0.35620112621398 | 0.712402252427961 | 0.64379887378602 |
| 200 | 0.328409250123222 | 0.656818500246445 | 0.671590749876778 |
| 201 | 0.296852101310038 | 0.593704202620075 | 0.703147898689962 |
| 202 | 0.270044285578574 | 0.540088571157147 | 0.729955714421426 |
| 203 | 0.242954537851146 | 0.485909075702292 | 0.757045462148854 |
| 204 | 0.216326241268613 | 0.432652482537226 | 0.783673758731387 |
| 205 | 0.209674293934799 | 0.419348587869598 | 0.790325706065201 |
| 206 | 0.184110292250212 | 0.368220584500423 | 0.815889707749788 |
| 207 | 0.163219986028117 | 0.326439972056234 | 0.836780013971883 |
| 208 | 0.153595117006353 | 0.307190234012705 | 0.846404882993647 |
| 209 | 0.191241813612969 | 0.382483627225938 | 0.808758186387031 |
| 210 | 0.17897304447353 | 0.357946088947059 | 0.82102695552647 |
| 211 | 0.155825817986535 | 0.31165163597307 | 0.844174182013465 |
| 212 | 0.136924587460289 | 0.273849174920578 | 0.863075412539711 |
| 213 | 0.123144879636435 | 0.246289759272869 | 0.876855120363565 |
| 214 | 0.147486558347728 | 0.294973116695456 | 0.852513441652272 |
| 215 | 0.131511409166467 | 0.263022818332933 | 0.868488590833533 |
| 216 | 0.118422696625376 | 0.236845393250752 | 0.881577303374624 |
| 217 | 0.103308047866842 | 0.206616095733683 | 0.896691952133158 |
| 218 | 0.0952053407539239 | 0.190410681507848 | 0.904794659246076 |
| 219 | 0.0794816709859306 | 0.158963341971861 | 0.920518329014069 |
| 220 | 0.0682794992260951 | 0.13655899845219 | 0.931720500773905 |
| 221 | 0.0628596540963861 | 0.125719308192772 | 0.937140345903614 |
| 222 | 0.0553846034343389 | 0.110769206868678 | 0.944615396565661 |
| 223 | 0.0455791594980318 | 0.0911583189960635 | 0.954420840501968 |
| 224 | 0.0376174511409187 | 0.0752349022818374 | 0.962382548859081 |
| 225 | 0.0302866253265445 | 0.0605732506530889 | 0.969713374673456 |
| 226 | 0.0301362607910078 | 0.0602725215820155 | 0.969863739208992 |
| 227 | 0.0338126953539113 | 0.0676253907078225 | 0.966187304646089 |
| 228 | 0.0279468787043861 | 0.0558937574087723 | 0.972053121295614 |
| 229 | 0.0560832614197717 | 0.112166522839543 | 0.943916738580228 |
| 230 | 0.0471561469190529 | 0.0943122938381058 | 0.952843853080947 |
| 231 | 0.0491507911380214 | 0.0983015822760428 | 0.950849208861979 |
| 232 | 0.077975236737657 | 0.155950473475314 | 0.922024763262343 |
| 233 | 0.139741883374196 | 0.279483766748391 | 0.860258116625804 |
| 234 | 0.131323716126055 | 0.262647432252111 | 0.868676283873945 |
| 235 | 0.20766516678741 | 0.415330333574819 | 0.79233483321259 |
| 236 | 0.247696754266186 | 0.495393508532372 | 0.752303245733814 |
| 237 | 0.214756571775429 | 0.429513143550858 | 0.785243428224571 |
| 238 | 0.18774833349878 | 0.375496666997559 | 0.81225166650122 |
| 239 | 0.169599149874553 | 0.339198299749105 | 0.830400850125447 |
| 240 | 0.214929646155439 | 0.429859292310878 | 0.785070353844561 |
| 241 | 0.203885914024931 | 0.407771828049861 | 0.796114085975069 |
| 242 | 0.217571625336188 | 0.435143250672375 | 0.782428374663812 |
| 243 | 0.258402880133409 | 0.516805760266818 | 0.741597119866591 |
| 244 | 0.244418159729294 | 0.488836319458588 | 0.755581840270706 |
| 245 | 0.229540477144852 | 0.459080954289705 | 0.770459522855148 |
| 246 | 0.195285464781939 | 0.390570929563878 | 0.804714535218061 |
| 247 | 0.175945887004775 | 0.35189177400955 | 0.824054112995225 |
| 248 | 0.145144030171181 | 0.290288060342363 | 0.854855969828819 |
| 249 | 0.151336551922157 | 0.302673103844314 | 0.848663448077843 |
| 250 | 0.12375155098491 | 0.24750310196982 | 0.87624844901509 |
| 251 | 0.105327164006595 | 0.210654328013189 | 0.894672835993405 |
| 252 | 0.087410904250617 | 0.174821808501234 | 0.912589095749383 |
| 253 | 0.0868233602070367 | 0.173646720414073 | 0.913176639792963 |
| 254 | 0.152297212035548 | 0.304594424071097 | 0.847702787964452 |
| 255 | 0.16527016682467 | 0.330540333649341 | 0.83472983317533 |
| 256 | 0.145047110302125 | 0.290094220604251 | 0.854952889697875 |
| 257 | 0.215423298986919 | 0.430846597973839 | 0.784576701013081 |
| 258 | 0.23267596324521 | 0.465351926490421 | 0.76732403675479 |
| 259 | 0.264425527894736 | 0.528851055789472 | 0.735574472105264 |
| 260 | 0.231256962159711 | 0.462513924319422 | 0.768743037840289 |
| 261 | 0.548947709540801 | 0.902104580918398 | 0.451052290459199 |
| 262 | 0.577627486386906 | 0.844745027226187 | 0.422372513613094 |
| 263 | 0.613508863522335 | 0.772982272955329 | 0.386491136477665 |
| 264 | 0.585383030845654 | 0.829233938308692 | 0.414616969154346 |
| 265 | 0.533231410327798 | 0.933537179344404 | 0.466768589672202 |
| 266 | 0.521610916712289 | 0.956778166575422 | 0.478389083287711 |
| 267 | 0.64452328203698 | 0.71095343592604 | 0.35547671796302 |
| 268 | 0.566277417901632 | 0.867445164196736 | 0.433722582098368 |
| 269 | 0.483112168100753 | 0.966224336201505 | 0.516887831899247 |
| 270 | 0.449703874338863 | 0.899407748677725 | 0.550296125661137 |
| 271 | 0.384369721676518 | 0.768739443353036 | 0.615630278323482 |
| 272 | 0.796094926483554 | 0.407810147032893 | 0.203905073516447 |
| 273 | 0.725326492008912 | 0.549347015982175 | 0.274673507991088 |
| 274 | 0.642243072271048 | 0.715513855457905 | 0.357756927728952 |
| 275 | 0.562582460360898 | 0.874835079278203 | 0.437417539639102 |
| 276 | 0.651429914478499 | 0.697140171043001 | 0.348570085521501 |
| 277 | 0.628790086125763 | 0.742419827748474 | 0.371209913874237 |
| 278 | 0.459240746362615 | 0.918481492725231 | 0.540759253637385 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 0 | 0 | OK |
| 5% type I error level | 5 | 0.0185873605947955 | OK |
| 10% type I error level | 45 | 0.16728624535316 | NOK |
