| Multiple Linear Regression - Estimated Regression Equation |
| Happiness[t] = + 10.5667844818342 + 0.998144277551918Pop[t] + 0.790351801127385Gender[t] + 0.0273029937954522Connected[t] -0.0159940655898807Separate[t] + 0.1189473667276Learning[t] -0.0160951875172016Software[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) | 10.5667844818342 | 1.428095 | 7.3992 | 0 | 0 |
| Pop | 0.998144277551918 | 0.307984 | 3.2409 | 0.001335 | 0.000667 |
| Gender | 0.790351801127385 | 0.288697 | 2.7377 | 0.006583 | 0.003291 |
| Connected | 0.0273029937954522 | 0.041303 | 0.661 | 0.509127 | 0.254563 |
| Separate | -0.0159940655898807 | 0.042953 | -0.3724 | 0.709905 | 0.354953 |
| Learning | 0.1189473667276 | 0.074059 | 1.6061 | 0.109373 | 0.054687 |
| Software | -0.0160951875172016 | 0.079388 | -0.2027 | 0.839484 | 0.419742 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.341681220105783 |
| R-squared | 0.116746056172977 |
| Adjusted R-squared | 0.0978865413581647 |
| F-TEST (value) | 6.19030008562503 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 4.06812294373449e-06 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.36852463154137 |
| Sum Squared Residuals | 1576.38440939131 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14 | 14.220102330964 | -0.220102330963992 |
| 2 | 18 | 14.6343980246124 | 3.36560197538762 |
| 3 | 11 | 14.6331502337977 | -3.63315023379767 |
| 4 | 12 | 13.5711567783899 | -1.57115677838991 |
| 5 | 16 | 14.1478276191961 | 1.85217238080388 |
| 6 | 18 | 14.2324213335346 | 3.76757866646538 |
| 7 | 14 | 14.9911390028679 | -0.991139002867863 |
| 8 | 14 | 14.2666738639964 | -0.266673863996396 |
| 9 | 15 | 14.250516925484 | 0.749483074516016 |
| 10 | 15 | 14.397070651789 | 0.602929348211001 |
| 11 | 17 | 13.8488324827966 | 3.15116751720337 |
| 12 | 19 | 14.5044057245291 | 4.49559427547094 |
| 13 | 10 | 13.7526658454027 | -3.7526658454027 |
| 14 | 16 | 14.5384336310731 | 1.4615663689269 |
| 15 | 18 | 14.4451763505491 | 3.55482364945094 |
| 16 | 14 | 13.5018886470822 | 0.498111352917848 |
| 17 | 14 | 13.6592850628882 | 0.340714937111755 |
| 18 | 17 | 14.9708249166708 | 2.02917508332915 |
| 19 | 14 | 13.9859765634009 | 0.0140234365990846 |
| 20 | 16 | 14.427181880527 | 1.57281811947298 |
| 21 | 18 | 13.636931201327 | 4.36306879867305 |
| 22 | 11 | 14.4158729523214 | -3.41587295232145 |
| 23 | 14 | 14.8630853562215 | -0.863085356221497 |
| 24 | 12 | 14.4678335778923 | -2.46783357789232 |
| 25 | 17 | 13.9468984026954 | 3.0531015973046 |
| 26 | 9 | 14.7757610038965 | -5.77576100389649 |
| 27 | 16 | 13.7302502328462 | 2.2697497671538 |
| 28 | 14 | 14.2233768046111 | -0.223376804611063 |
| 29 | 15 | 14.4384908087326 | 0.561509191267411 |
| 30 | 11 | 13.4697376429799 | -2.46973764297986 |
| 31 | 16 | 14.2969255855938 | 1.70307441440615 |
| 32 | 13 | 13.0889063935808 | -0.0889063935807788 |
| 33 | 17 | 14.3739865566734 | 2.62601344332664 |
| 34 | 15 | 14.4018175401685 | 0.598182459831482 |
| 35 | 14 | 13.4855294647151 | 0.514470535284901 |
| 36 | 16 | 12.9876277510302 | 3.01237224896984 |
| 37 | 9 | 12.9055165257892 | -3.90551652578916 |
| 38 | 15 | 13.4921532555364 | 1.50784674446364 |
| 39 | 17 | 14.3934573397649 | 2.60654266023506 |
| 40 | 13 | 13.7349353702305 | -0.734935370230512 |
| 41 | 15 | 13.8055354234113 | 1.1944645765887 |
| 42 | 16 | 14.2278990690728 | 1.77210093092716 |
| 43 | 16 | 14.2281519465311 | 1.77184805346886 |
| 44 | 12 | 13.4970406367753 | -1.49704063677531 |
| 45 | 15 | 14.4492717472385 | 0.550728252761544 |
| 46 | 11 | 13.9209778190966 | -2.92097781909664 |
| 47 | 15 | 14.2250514631982 | 0.774948536801836 |
| 48 | 15 | 14.3196445639323 | 0.68035543606769 |
| 49 | 17 | 14.4565246496867 | 2.54347535031326 |
| 50 | 13 | 13.5627533087171 | -0.562753308717146 |
| 51 | 16 | 14.2990271119533 | 1.70097288804667 |
| 52 | 14 | 13.4631138521586 | 0.536886147841403 |
| 53 | 11 | 13.1450465468994 | -2.14504654689935 |
| 54 | 12 | 14.3697282870614 | -2.36972828706144 |
| 55 | 12 | 12.9168648249268 | -0.916864824926844 |
| 56 | 15 | 14.3743910443826 | 0.625608955617354 |
| 57 | 16 | 14.5863147059154 | 1.41368529408458 |
| 58 | 15 | 14.3132847679609 | 0.6867152320391 |
| 59 | 12 | 13.606516606807 | -1.60651660680697 |
| 60 | 12 | 14.509293105768 | -2.50929310576802 |
| 61 | 8 | 13.2508868248439 | -5.25088682484386 |
| 62 | 13 | 13.7686599109926 | -0.768659910992585 |
| 63 | 11 | 14.4016152963139 | -3.40161529631388 |
| 64 | 14 | 14.1300971440239 | -0.130097144023925 |
| 65 | 15 | 14.4977819337078 | 0.502218066292198 |
| 66 | 10 | 13.741620912047 | -3.74162091204698 |
| 67 | 11 | 14.69411601736 | -3.69411601735998 |
| 68 | 12 | 13.9161843407305 | -1.91618434073053 |
| 69 | 15 | 14.0145608454657 | 0.985439154534262 |
| 70 | 15 | 13.6387687328366 | 1.36123126716341 |
| 71 | 14 | 13.087368329516 | 0.91263167048397 |
| 72 | 16 | 14.0821149472543 | 1.91788505274572 |
| 73 | 15 | 14.5755337674096 | 0.424466232590446 |
| 74 | 15 | 13.8624058102842 | 1.13759418971578 |
| 75 | 13 | 13.7714063949399 | -0.77140639493994 |
| 76 | 12 | 14.8175238975541 | -2.81752389755415 |
| 77 | 17 | 14.4676313340377 | 2.53236866596233 |
| 78 | 13 | 14.513877121225 | -1.513877121225 |
| 79 | 15 | 13.1867700696249 | 1.81322993037509 |
| 80 | 13 | 13.8533153763263 | -0.853315376326297 |
| 81 | 15 | 13.6001568108356 | 1.39984318916444 |
| 82 | 15 | 14.429120533964 | 0.570879466036029 |
| 83 | 16 | 13.6384036160594 | 2.36159638394059 |
| 84 | 15 | 14.2923415701369 | 0.707658429863142 |
| 85 | 14 | 14.5026693149468 | -0.502669314946753 |
| 86 | 15 | 13.4990804121396 | 1.50091958786041 |
| 87 | 14 | 14.4224967431427 | -0.422496743142708 |
| 88 | 13 | 14.3452728991407 | -1.34527289914066 |
| 89 | 7 | 14.319543442005 | -7.31954344200499 |
| 90 | 17 | 13.9083987200132 | 3.09160127998675 |
| 91 | 13 | 14.6070556598848 | -1.60705565988482 |
| 92 | 15 | 14.3651442716044 | 0.634855728395552 |
| 93 | 14 | 14.3722107761589 | -0.37221077615894 |
| 94 | 13 | 14.0204189301376 | -1.02041893013762 |
| 95 | 16 | 14.5865169497701 | 1.41348305022994 |
| 96 | 12 | 14.4996194652174 | -2.49961946521744 |
| 97 | 14 | 14.5733704900549 | -0.573370490054859 |
| 98 | 17 | 13.7413569171971 | 3.25864308280287 |
| 99 | 15 | 13.3671494586193 | 1.63285054138069 |
| 100 | 17 | 14.4948332059058 | 2.50516679409419 |
| 101 | 12 | 13.7414580391245 | -1.74145803912445 |
| 102 | 16 | 14.8839274321182 | 1.11607256788178 |
| 103 | 11 | 13.5979541625488 | -2.59795416254876 |
| 104 | 15 | 14.3586216027105 | 0.641378397289494 |
| 105 | 9 | 13.4984119295804 | -4.49841192958045 |
| 106 | 16 | 14.6619650132577 | 1.33803498674231 |
| 107 | 15 | 13.7705985644295 | 1.22940143557046 |
| 108 | 10 | 13.714155045329 | -3.714155045329 |
| 109 | 10 | 14.1722606270538 | -4.17226062705379 |
| 110 | 15 | 14.3405877617564 | 0.659412238243648 |
| 111 | 11 | 14.3516944461073 | -3.35169444610728 |
| 112 | 13 | 14.4182778444629 | -1.41827784446289 |
| 113 | 18 | 14.0881096264485 | 3.91189037355148 |
| 114 | 16 | 13.9951445943149 | 2.00485540568511 |
| 115 | 14 | 14.072542428631 | -0.0725424286310229 |
| 116 | 14 | 14.1803213600125 | -0.180321360012483 |
| 117 | 14 | 14.0657557648872 | -0.0657557648872294 |
| 118 | 14 | 14.5270235809402 | -0.527023580940208 |
| 119 | 12 | 13.2434158325801 | -1.24341583258008 |
| 120 | 14 | 14.4637540271638 | -0.463754027163767 |
| 121 | 15 | 14.1221992839878 | 0.877800716012234 |
| 122 | 15 | 14.4355420809306 | 0.564457919069409 |
| 123 | 15 | 14.4173453670539 | 0.582654632946095 |
| 124 | 13 | 14.3355992585901 | -1.33559925859008 |
| 125 | 17 | 13.7411940442746 | 3.2588059557254 |
| 126 | 17 | 14.7779019011881 | 2.22209809881192 |
| 127 | 19 | 14.319846807787 | 4.68015319221305 |
| 128 | 15 | 14.0334025169303 | 0.966597483069705 |
| 129 | 13 | 13.6530263888442 | -0.653026388844155 |
| 130 | 9 | 12.8300290913694 | -3.83002909136943 |
| 131 | 15 | 14.63001625301 | 0.369983746989962 |
| 132 | 15 | 13.0726089622089 | 1.92739103779106 |
| 133 | 15 | 13.4394859213824 | 1.56051407861759 |
| 134 | 16 | 14.3562167105691 | 1.64378328943094 |
| 135 | 11 | 13.3790022224854 | -2.37900222248544 |
| 136 | 14 | 13.5406016910105 | 0.459398308989503 |
| 137 | 11 | 13.7620472375629 | -2.76204723756288 |
| 138 | 15 | 14.065694013892 | 0.934305986107981 |
| 139 | 13 | 13.0150936177481 | -0.0150936177481438 |
| 140 | 15 | 14.4595744994161 | 0.540425500583937 |
| 141 | 16 | 13.4315919596833 | 2.56840804031667 |
| 142 | 14 | 14.3952555003425 | -0.395255500342466 |
| 143 | 15 | 13.7695688634303 | 1.23043113656969 |
| 144 | 16 | 14.0122964461837 | 1.98770355381628 |
| 145 | 16 | 14.7289517544144 | 1.27104824558558 |
| 146 | 11 | 13.3252236920391 | -2.32522369203912 |
| 147 | 12 | 13.6528241449895 | -1.65282414498951 |
| 148 | 9 | 13.4101825231548 | -4.4101825231548 |
| 149 | 16 | 13.845833121391 | 2.15416687860903 |
| 150 | 13 | 14.4851989362873 | -1.48519893628733 |
| 151 | 16 | 13.6437572360029 | 2.35624276399714 |
| 152 | 12 | 14.4937035278874 | -2.49370352788742 |
| 153 | 9 | 14.3854977287336 | -5.38549772873358 |
| 154 | 13 | 13.8211754896156 | -0.821175489615557 |
| 155 | 14 | 14.086940577498 | -0.0869405774980239 |
| 156 | 19 | 14.319846807787 | 4.68015319221305 |
| 157 | 13 | 14.4978830556351 | -1.49788305563512 |
| 158 | 12 | 13.9198087701461 | -1.91980877014614 |
| 159 | 10 | 12.2734835012613 | -2.27348350126134 |
| 160 | 14 | 12.29593848475 | 1.70406151525005 |
| 161 | 16 | 12.8732666907237 | 3.12673330927626 |
| 162 | 10 | 13.2849281397436 | -3.28492813974364 |
| 163 | 11 | 11.8029465323671 | -0.802946532367066 |
| 164 | 14 | 12.3462862027289 | 1.65371379727107 |
| 165 | 12 | 12.7824412656936 | -0.782441265693552 |
| 166 | 9 | 13.0308370968439 | -4.03083709684392 |
| 167 | 9 | 12.4222005049211 | -3.42220050492105 |
| 168 | 11 | 12.4280716821249 | -1.42807168212487 |
| 169 | 16 | 13.4582792502075 | 2.54172074979249 |
| 170 | 9 | 12.3928314573611 | -3.39283145736115 |
| 171 | 13 | 12.7069314512107 | 0.293068548789284 |
| 172 | 16 | 13.126436373606 | 2.87356362639397 |
| 173 | 13 | 12.4878514258677 | 0.512148574132325 |
| 174 | 9 | 13.1381497895209 | -4.13814978952089 |
| 175 | 12 | 12.1885640410778 | -0.188564041077777 |
| 176 | 16 | 13.2120243163487 | 2.78797568365127 |
| 177 | 11 | 13.0853813334396 | -2.08538133343961 |
| 178 | 14 | 13.4742733157974 | 0.525726684202614 |
| 179 | 13 | 12.254417205879 | 0.745582794120957 |
| 180 | 15 | 12.8559630833239 | 2.14403691667606 |
| 181 | 14 | 12.6835563978928 | 1.31644360210717 |
| 182 | 16 | 12.2684049935593 | 3.7315950064407 |
| 183 | 13 | 13.3650613406156 | -0.365061340615577 |
| 184 | 14 | 12.8509522000946 | 1.14904779990544 |
| 185 | 15 | 13.2408390958088 | 1.75916090419125 |
| 186 | 13 | 12.0791891929734 | 0.920810807026563 |
| 187 | 11 | 12.0926390184706 | -1.0926390184706 |
| 188 | 11 | 13.1271666071604 | -2.12716660716038 |
| 189 | 14 | 13.4649030410288 | 0.535096958971233 |
| 190 | 15 | 13.0821107581296 | 1.91788924187037 |
| 191 | 11 | 13.4470714439293 | -2.44707144392925 |
| 192 | 15 | 13.1043858778267 | 1.8956141221733 |
| 193 | 12 | 12.5602890105581 | -0.560289010558092 |
| 194 | 14 | 13.5479232187075 | 0.452076781292511 |
| 195 | 14 | 13.3763702688211 | 0.623629731178852 |
| 196 | 8 | 12.4603855591497 | -4.46038555914969 |
| 197 | 9 | 12.6160679454366 | -3.61606794543657 |
| 198 | 15 | 12.2465456242431 | 2.75345437575694 |
| 199 | 17 | 12.1628345839421 | 4.8371654160579 |
| 200 | 13 | 12.2175023225282 | 0.78249767747178 |
| 201 | 15 | 13.369785848932 | 1.630214151068 |
| 202 | 15 | 13.3168151489961 | 1.68318485100392 |
| 203 | 14 | 13.4470714439293 | 0.552928556070746 |
| 204 | 16 | 12.6566185208745 | 3.34338147912545 |
| 205 | 13 | 12.169357252836 | 0.830642747163953 |
| 206 | 16 | 12.5905407321555 | 3.40945926784446 |
| 207 | 9 | 12.9918600580657 | -3.99186005806572 |
| 208 | 16 | 12.2166944920178 | 3.78330550798218 |
| 209 | 11 | 12.4238751635082 | -1.42387516350815 |
| 210 | 10 | 12.529513197598 | -2.52951319759802 |
| 211 | 11 | 13.4629643875918 | -2.46296438759181 |
| 212 | 15 | 12.4357279273743 | 2.56427207262572 |
| 213 | 17 | 13.5434009542457 | 3.45659904575429 |
| 214 | 14 | 13.3824660699427 | 0.617533930057294 |
| 215 | 8 | 12.4074542301459 | -4.40745423014589 |
| 216 | 15 | 13.3073437523001 | 1.69265624769986 |
| 217 | 11 | 12.3477586174614 | -1.34775861746139 |
| 218 | 16 | 12.5328231438401 | 3.46717685615989 |
| 219 | 10 | 13.337393230043 | -3.33739323004295 |
| 220 | 15 | 12.1838789036935 | 2.81612109630653 |
| 221 | 16 | 12.510053531898 | 3.48994646810201 |
| 222 | 19 | 12.4056784496315 | 6.59432155036854 |
| 223 | 12 | 12.4443914935598 | -0.444391493559811 |
| 224 | 8 | 12.1308464527623 | -4.13084645276234 |
| 225 | 11 | 12.2178056883102 | -1.21780568831018 |
| 226 | 14 | 13.2553607466662 | 0.744639253333825 |
| 227 | 9 | 11.8885305767727 | -2.88853057677269 |
| 228 | 15 | 12.7032687957712 | 2.29673120422884 |
| 229 | 13 | 13.8644748399651 | -0.864474839965085 |
| 230 | 16 | 13.1589918654176 | 2.84100813458239 |
| 231 | 11 | 12.2013453840158 | -1.20134538401581 |
| 232 | 12 | 11.4763916263767 | 0.523608373623252 |
| 233 | 13 | 12.4710260047961 | 0.528973995203873 |
| 234 | 10 | 13.3631226871786 | -3.36312268717862 |
| 235 | 11 | 12.1739806392251 | -1.17398063922515 |
| 236 | 12 | 12.0907621160289 | -0.0907621160288611 |
| 237 | 8 | 12.2129183070712 | -4.21291830707123 |
| 238 | 12 | 12.0246225763146 | -0.0246225763146439 |
| 239 | 12 | 12.4443297425646 | -0.444329742564601 |
| 240 | 11 | 12.0973859068501 | -1.09738590685012 |
| 241 | 13 | 12.4010944341745 | 0.598905565825522 |
| 242 | 14 | 12.8728509403429 | 1.12714905965709 |
| 243 | 10 | 12.8386246882813 | -2.83862468828132 |
| 244 | 12 | 12.8931295539449 | -0.893129553944899 |
| 245 | 15 | 12.0651337808205 | 2.93486621917949 |
| 246 | 13 | 12.0327805328636 | 0.967219467136424 |
| 247 | 13 | 13.12704310517 | -0.127043105169957 |
| 248 | 13 | 13.5046261593222 | -0.504626159322157 |
| 249 | 12 | 12.3156076133591 | -0.315607613359099 |
| 250 | 12 | 12.4554981779107 | -0.455498177910741 |
| 251 | 9 | 12.6406244552847 | -3.64062445528467 |
| 252 | 9 | 13.2282206257933 | -4.22822062579325 |
| 253 | 15 | 13.192817528107 | 1.807182471893 |
| 254 | 10 | 12.2604230024648 | -2.26042300246483 |
| 255 | 14 | 13.2216585859672 | 0.778341414032798 |
| 256 | 15 | 12.0025905622613 | 2.99740943773866 |
| 257 | 7 | 12.2788725937998 | -5.27887259379982 |
| 258 | 14 | 12.3671676495578 | 1.63283235044224 |
| 259 | 8 | 12.6515682667131 | -4.65156826671307 |
| 260 | 10 | 13.2941355415897 | -3.29413554158973 |
| 261 | 13 | 12.0775762853815 | 0.922423714618454 |
| 262 | 13 | 12.2175416934603 | 0.78245830653967 |
| 263 | 13 | 13.4741104428749 | -0.474110442874855 |
| 264 | 8 | 12.1017059274573 | -4.10170592745726 |
| 265 | 12 | 12.3962464238676 | -0.396246423867638 |
| 266 | 13 | 13.1619405932196 | -0.161940593219605 |
| 267 | 12 | 13.5544458876014 | -1.55444588760143 |
| 268 | 10 | 12.3048660457853 | -2.30486604578534 |
| 269 | 13 | 13.4469703220019 | -0.446970322001934 |
| 270 | 12 | 12.6451073488143 | -0.645107348814336 |
| 271 | 9 | 12.1314138133942 | -3.13141381339416 |
| 272 | 15 | 12.530367618095 | 2.469632381905 |
| 273 | 13 | 12.6820839831604 | 0.317916016839631 |
| 274 | 13 | 12.0535719751566 | 0.946428024843361 |
| 275 | 13 | 12.6729159522464 | 0.327084047753608 |
| 276 | 15 | 11.2635617658352 | 3.73643823416484 |
| 277 | 15 | 12.327017663492 | 2.67298233650801 |
| 278 | 14 | 12.6177426040237 | 1.38225739597633 |
| 279 | 15 | 13.1864577321356 | 1.81354226786441 |
| 280 | 11 | 12.1647732373791 | -1.16477323737906 |
| 281 | 15 | 12.8184978302103 | 2.18150216978969 |
| 282 | 14 | 13.3489044021032 | 0.651095597896835 |
| 283 | 13 | 12.1226491252813 | 0.877350874718699 |
| 284 | 12 | 12.0592278159739 | -0.0592278159738821 |
| 285 | 16 | 12.7453535369368 | 3.25464646306319 |
| 286 | 16 | 12.018522876856 | 3.98147712314399 |
| 287 | 9 | 13.407084330786 | -4.40708433078601 |
| 288 | 14 | 13.1205428163391 | 0.879457183660886 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.358930196295524 | 0.717860392591047 | 0.641069803704476 |
| 11 | 0.448739687685554 | 0.897479375371108 | 0.551260312314446 |
| 12 | 0.676362865935151 | 0.647274268129698 | 0.323637134064849 |
| 13 | 0.695973486708303 | 0.608053026583395 | 0.304026513291697 |
| 14 | 0.634185005926939 | 0.731629988146122 | 0.365814994073061 |
| 15 | 0.830223062758358 | 0.339553874483285 | 0.169776937241642 |
| 16 | 0.773806530494603 | 0.452386939010795 | 0.226193469505397 |
| 17 | 0.698329453303016 | 0.603341093393968 | 0.301670546696984 |
| 18 | 0.719153717146189 | 0.561692565707621 | 0.28084628285381 |
| 19 | 0.666002681418095 | 0.66799463716381 | 0.333997318581905 |
| 20 | 0.590426773349647 | 0.819146453300706 | 0.409573226650353 |
| 21 | 0.754601418823555 | 0.49079716235289 | 0.245398581176445 |
| 22 | 0.865231165434461 | 0.269537669131078 | 0.134768834565539 |
| 23 | 0.831599359835246 | 0.336801280329508 | 0.168400640164754 |
| 24 | 0.837855342736275 | 0.324289314527451 | 0.162144657263725 |
| 25 | 0.81685972191954 | 0.366280556160921 | 0.18314027808046 |
| 26 | 0.96855152065946 | 0.0628969586810804 | 0.0314484793405402 |
| 27 | 0.960833662426217 | 0.078332675147565 | 0.0391663375737825 |
| 28 | 0.946724172078724 | 0.106551655842551 | 0.0532758279212756 |
| 29 | 0.928408865678607 | 0.143182268642787 | 0.0715911343213933 |
| 30 | 0.943827177430067 | 0.112345645139866 | 0.0561728225699328 |
| 31 | 0.929133303498319 | 0.141733393003362 | 0.0708666965016812 |
| 32 | 0.912499326319414 | 0.175001347361172 | 0.0875006736805861 |
| 33 | 0.898222083035654 | 0.203555833928691 | 0.101777916964346 |
| 34 | 0.872017694756546 | 0.255964610486908 | 0.127982305243454 |
| 35 | 0.841622014320703 | 0.316755971358594 | 0.158377985679297 |
| 36 | 0.821588660764654 | 0.356822678470693 | 0.178411339235346 |
| 37 | 0.90046270337563 | 0.199074593248741 | 0.0995372966243704 |
| 38 | 0.881846042009329 | 0.236307915981342 | 0.118153957990671 |
| 39 | 0.873400220374847 | 0.253199559250306 | 0.126599779625153 |
| 40 | 0.850471625090035 | 0.29905674981993 | 0.149528374909965 |
| 41 | 0.821997821582561 | 0.356004356834879 | 0.178002178417439 |
| 42 | 0.795749483792178 | 0.408501032415644 | 0.204250516207822 |
| 43 | 0.778570480601809 | 0.442859038796381 | 0.221429519398191 |
| 44 | 0.763546596815128 | 0.472906806369744 | 0.236453403184872 |
| 45 | 0.73126937391871 | 0.53746125216258 | 0.26873062608129 |
| 46 | 0.753713692655875 | 0.492572614688251 | 0.246286307344126 |
| 47 | 0.720857626127906 | 0.558284747744187 | 0.279142373872094 |
| 48 | 0.680279122976029 | 0.639441754047942 | 0.319720877023971 |
| 49 | 0.672525446687353 | 0.654949106625294 | 0.327474553312647 |
| 50 | 0.631815281032201 | 0.736369437935598 | 0.368184718967799 |
| 51 | 0.607940363510573 | 0.784119272978854 | 0.392059636489427 |
| 52 | 0.563595352742507 | 0.872809294514986 | 0.436404647257493 |
| 53 | 0.544456589452994 | 0.911086821094012 | 0.455543410547006 |
| 54 | 0.549536976339049 | 0.900926047321902 | 0.450463023660951 |
| 55 | 0.515449988133839 | 0.969100023732321 | 0.484550011866161 |
| 56 | 0.47404603803922 | 0.94809207607844 | 0.52595396196078 |
| 57 | 0.437202668411021 | 0.874405336822042 | 0.562797331588979 |
| 58 | 0.394917634196166 | 0.789835268392333 | 0.605082365803834 |
| 59 | 0.369221851788612 | 0.738443703577225 | 0.630778148211388 |
| 60 | 0.404474447256191 | 0.808948894512381 | 0.595525552743809 |
| 61 | 0.5756277666817 | 0.848744466636601 | 0.4243722333183 |
| 62 | 0.538187907198053 | 0.923624185603893 | 0.461812092801947 |
| 63 | 0.588573383263015 | 0.822853233473971 | 0.411426616736985 |
| 64 | 0.547075189487976 | 0.905849621024047 | 0.452924810512024 |
| 65 | 0.505957891820584 | 0.988084216358832 | 0.494042108179416 |
| 66 | 0.551510824396391 | 0.896978351207218 | 0.448489175603609 |
| 67 | 0.618796906774288 | 0.762406186451423 | 0.381203093225711 |
| 68 | 0.603739812526379 | 0.792520374947241 | 0.396260187473621 |
| 69 | 0.569890813299882 | 0.860218373400236 | 0.430109186700118 |
| 70 | 0.550651461975647 | 0.898697076048706 | 0.449348538024353 |
| 71 | 0.515773378200322 | 0.968453243599356 | 0.484226621799678 |
| 72 | 0.501041310402955 | 0.99791737919409 | 0.498958689597045 |
| 73 | 0.46200342164948 | 0.924006843298959 | 0.53799657835052 |
| 74 | 0.433934125726055 | 0.867868251452109 | 0.566065874273945 |
| 75 | 0.396425947056043 | 0.792851894112086 | 0.603574052943957 |
| 76 | 0.431417302795076 | 0.862834605590153 | 0.568582697204924 |
| 77 | 0.428994417564213 | 0.857988835128426 | 0.571005582435787 |
| 78 | 0.406667751144103 | 0.813335502288207 | 0.593332248855897 |
| 79 | 0.402197357882839 | 0.804394715765677 | 0.597802642117161 |
| 80 | 0.367085158710301 | 0.734170317420602 | 0.632914841289699 |
| 81 | 0.343764821873187 | 0.687529643746373 | 0.656235178126813 |
| 82 | 0.309832439917472 | 0.619664879834943 | 0.690167560082528 |
| 83 | 0.310956749122076 | 0.621913498244151 | 0.689043250877924 |
| 84 | 0.280197528216106 | 0.560395056432213 | 0.719802471783893 |
| 85 | 0.250026247147782 | 0.500052494295563 | 0.749973752852218 |
| 86 | 0.227790768676248 | 0.455581537352496 | 0.772209231323752 |
| 87 | 0.201098107654688 | 0.402196215309376 | 0.798901892345312 |
| 88 | 0.181628968483002 | 0.363257936966004 | 0.818371031516998 |
| 89 | 0.451152359132198 | 0.902304718264397 | 0.548847640867802 |
| 90 | 0.470789792912353 | 0.941579585824706 | 0.529210207087647 |
| 91 | 0.445484823310393 | 0.890969646620785 | 0.554515176689607 |
| 92 | 0.410569992650277 | 0.821139985300554 | 0.589430007349723 |
| 93 | 0.375866814993983 | 0.751733629987967 | 0.624133185006017 |
| 94 | 0.344165505102004 | 0.688331010204008 | 0.655834494897996 |
| 95 | 0.31793672064988 | 0.635873441299759 | 0.68206327935012 |
| 96 | 0.322724035881206 | 0.645448071762413 | 0.677275964118794 |
| 97 | 0.292293638138861 | 0.584587276277723 | 0.707706361861139 |
| 98 | 0.318621695029754 | 0.637243390059507 | 0.681378304970247 |
| 99 | 0.298418939922042 | 0.596837879844084 | 0.701581060077958 |
| 100 | 0.300577936238799 | 0.601155872477597 | 0.699422063761201 |
| 101 | 0.290582230911491 | 0.581164461822983 | 0.709417769088509 |
| 102 | 0.266590565573192 | 0.533181131146384 | 0.733409434426808 |
| 103 | 0.262907191217796 | 0.525814382435592 | 0.737092808782204 |
| 104 | 0.235755560239096 | 0.471511120478192 | 0.764244439760904 |
| 105 | 0.309761149896372 | 0.619522299792744 | 0.690238850103628 |
| 106 | 0.286712170548733 | 0.573424341097467 | 0.713287829451267 |
| 107 | 0.261279119039263 | 0.522558238078527 | 0.738720880960737 |
| 108 | 0.311063476664808 | 0.622126953329616 | 0.688936523335192 |
| 109 | 0.414441514725697 | 0.828883029451394 | 0.585558485274303 |
| 110 | 0.382458242946301 | 0.764916485892602 | 0.617541757053699 |
| 111 | 0.412973379462165 | 0.825946758924331 | 0.587026620537835 |
| 112 | 0.399761519183569 | 0.799523038367137 | 0.600238480816431 |
| 113 | 0.458283370785612 | 0.916566741571225 | 0.541716629214388 |
| 114 | 0.449212286786666 | 0.898424573573331 | 0.550787713213334 |
| 115 | 0.415330931491855 | 0.830661862983709 | 0.584669068508145 |
| 116 | 0.383279935184239 | 0.766559870368478 | 0.616720064815761 |
| 117 | 0.350291629278212 | 0.700583258556423 | 0.649708370721788 |
| 118 | 0.320553264035135 | 0.64110652807027 | 0.679446735964865 |
| 119 | 0.298642423442978 | 0.597284846885956 | 0.701357576557022 |
| 120 | 0.27033217715032 | 0.540664354300639 | 0.72966782284968 |
| 121 | 0.245185120690834 | 0.490370241381667 | 0.754814879309166 |
| 122 | 0.219681566810211 | 0.439363133620422 | 0.780318433189789 |
| 123 | 0.196858907925873 | 0.393717815851745 | 0.803141092074127 |
| 124 | 0.179639547791718 | 0.359279095583436 | 0.820360452208282 |
| 125 | 0.19884750345538 | 0.397695006910759 | 0.80115249654462 |
| 126 | 0.19136899237413 | 0.382737984748259 | 0.80863100762587 |
| 127 | 0.265210148554572 | 0.530420297109143 | 0.734789851445428 |
| 128 | 0.243678662958877 | 0.487357325917753 | 0.756321337041123 |
| 129 | 0.21876308424451 | 0.43752616848902 | 0.78123691575549 |
| 130 | 0.249127835097465 | 0.498255670194929 | 0.750872164902535 |
| 131 | 0.225443075720678 | 0.450886151441355 | 0.774556924279322 |
| 132 | 0.225017961735103 | 0.450035923470205 | 0.774982038264897 |
| 133 | 0.211028261172762 | 0.422056522345524 | 0.788971738827238 |
| 134 | 0.202839376696282 | 0.405678753392564 | 0.797160623303718 |
| 135 | 0.196946315943062 | 0.393892631886124 | 0.803053684056938 |
| 136 | 0.175137811911127 | 0.350275623822254 | 0.824862188088873 |
| 137 | 0.179065564478141 | 0.358131128956282 | 0.820934435521859 |
| 138 | 0.16137248229642 | 0.32274496459284 | 0.83862751770358 |
| 139 | 0.141317484071605 | 0.282634968143211 | 0.858682515928395 |
| 140 | 0.124463430912215 | 0.24892686182443 | 0.875536569087785 |
| 141 | 0.12902666191817 | 0.258053323836339 | 0.87097333808183 |
| 142 | 0.111869856659821 | 0.223739713319642 | 0.888130143340179 |
| 143 | 0.103992543606067 | 0.207985087212133 | 0.896007456393933 |
| 144 | 0.102527951611122 | 0.205055903222243 | 0.897472048388879 |
| 145 | 0.0957765148306987 | 0.191553029661397 | 0.904223485169301 |
| 146 | 0.0915771767839799 | 0.18315435356796 | 0.90842282321602 |
| 147 | 0.0821068409013017 | 0.164213681802603 | 0.917893159098698 |
| 148 | 0.115264128502541 | 0.230528257005082 | 0.884735871497459 |
| 149 | 0.114147299105735 | 0.22829459821147 | 0.885852700894265 |
| 150 | 0.104189230036445 | 0.208378460072891 | 0.895810769963555 |
| 151 | 0.105922147602836 | 0.211844295205673 | 0.894077852397164 |
| 152 | 0.110512633346509 | 0.221025266693018 | 0.889487366653491 |
| 153 | 0.189404616218857 | 0.378809232437714 | 0.810595383781143 |
| 154 | 0.170852413112579 | 0.341704826225159 | 0.829147586887421 |
| 155 | 0.150218127547736 | 0.300436255095472 | 0.849781872452264 |
| 156 | 0.224255372737708 | 0.448510745475416 | 0.775744627262292 |
| 157 | 0.204047176768305 | 0.408094353536611 | 0.795952823231695 |
| 158 | 0.189326939363546 | 0.378653878727092 | 0.810673060636454 |
| 159 | 0.184033876718222 | 0.368067753436444 | 0.815966123281778 |
| 160 | 0.178222783291905 | 0.356445566583811 | 0.821777216708094 |
| 161 | 0.182119453817005 | 0.36423890763401 | 0.817880546182995 |
| 162 | 0.21079790177279 | 0.42159580354558 | 0.78920209822721 |
| 163 | 0.190215894642633 | 0.380431789285265 | 0.809784105357367 |
| 164 | 0.177346486055217 | 0.354692972110434 | 0.822653513944783 |
| 165 | 0.16010011973661 | 0.320200239473221 | 0.83989988026339 |
| 166 | 0.200348623167387 | 0.400697246334774 | 0.799651376832613 |
| 167 | 0.224686811191979 | 0.449373622383957 | 0.775313188808021 |
| 168 | 0.203656175726605 | 0.40731235145321 | 0.796343824273395 |
| 169 | 0.21310165644833 | 0.426203312896659 | 0.78689834355167 |
| 170 | 0.232326851940195 | 0.46465370388039 | 0.767673148059805 |
| 171 | 0.211212239487264 | 0.422424478974529 | 0.788787760512736 |
| 172 | 0.227886502293466 | 0.455773004586932 | 0.772113497706534 |
| 173 | 0.204188230206607 | 0.408376460413215 | 0.795811769793393 |
| 174 | 0.245903481740463 | 0.491806963480926 | 0.754096518259537 |
| 175 | 0.220841939947301 | 0.441683879894602 | 0.779158060052699 |
| 176 | 0.235284539492619 | 0.470569078985238 | 0.764715460507381 |
| 177 | 0.224526534059628 | 0.449053068119255 | 0.775473465940372 |
| 178 | 0.201342251491196 | 0.402684502982391 | 0.798657748508804 |
| 179 | 0.181145378483643 | 0.362290756967286 | 0.818854621516357 |
| 180 | 0.176897028802387 | 0.353794057604774 | 0.823102971197613 |
| 181 | 0.161870939988385 | 0.32374187997677 | 0.838129060011615 |
| 182 | 0.19423281654632 | 0.38846563309264 | 0.80576718345368 |
| 183 | 0.171232496827036 | 0.342464993654072 | 0.828767503172964 |
| 184 | 0.1547100124723 | 0.3094200249446 | 0.8452899875277 |
| 185 | 0.145995845787358 | 0.291991691574717 | 0.854004154212642 |
| 186 | 0.128964725659688 | 0.257929451319375 | 0.871035274340312 |
| 187 | 0.115317207429692 | 0.230634414859385 | 0.884682792570308 |
| 188 | 0.110849701909501 | 0.221699403819002 | 0.889150298090499 |
| 189 | 0.0961914027333163 | 0.192382805466633 | 0.903808597266684 |
| 190 | 0.0917157986184713 | 0.183431597236943 | 0.908284201381529 |
| 191 | 0.0906077847899767 | 0.181215569579953 | 0.909392215210023 |
| 192 | 0.0854808169326271 | 0.170961633865254 | 0.914519183067373 |
| 193 | 0.0728997274317279 | 0.145799454863456 | 0.927100272568272 |
| 194 | 0.062263395940228 | 0.124526791880456 | 0.937736604059772 |
| 195 | 0.0528175512105055 | 0.105635102421011 | 0.947182448789495 |
| 196 | 0.0800263795243575 | 0.160052759048715 | 0.919973620475642 |
| 197 | 0.0994223650092933 | 0.198844730018587 | 0.900577634990707 |
| 198 | 0.101448203183452 | 0.202896406366904 | 0.898551796816548 |
| 199 | 0.155225207956081 | 0.310450415912162 | 0.844774792043919 |
| 200 | 0.135751169087178 | 0.271502338174356 | 0.864248830912822 |
| 201 | 0.127383049593641 | 0.254766099187282 | 0.872616950406359 |
| 202 | 0.119724932436791 | 0.239449864873582 | 0.880275067563209 |
| 203 | 0.104402353733545 | 0.208804707467091 | 0.895597646266455 |
| 204 | 0.119760427592577 | 0.239520855185153 | 0.880239572407423 |
| 205 | 0.103436150247467 | 0.206872300494934 | 0.896563849752533 |
| 206 | 0.120918839396745 | 0.241837678793491 | 0.879081160603255 |
| 207 | 0.155219105796526 | 0.310438211593052 | 0.844780894203474 |
| 208 | 0.190790289350999 | 0.381580578701999 | 0.809209710649001 |
| 209 | 0.173080825049902 | 0.346161650099804 | 0.826919174950098 |
| 210 | 0.174790637113113 | 0.349581274226226 | 0.825209362886887 |
| 211 | 0.170910853027934 | 0.341821706055868 | 0.829089146972066 |
| 212 | 0.170632391848747 | 0.341264783697494 | 0.829367608151253 |
| 213 | 0.207342183749406 | 0.414684367498813 | 0.792657816250594 |
| 214 | 0.185557598586847 | 0.371115197173694 | 0.814442401413153 |
| 215 | 0.248218283327241 | 0.496436566654483 | 0.751781716672759 |
| 216 | 0.243472732505361 | 0.486945465010723 | 0.756527267494639 |
| 217 | 0.222255723831057 | 0.444511447662114 | 0.777744276168943 |
| 218 | 0.260792795019931 | 0.521585590039862 | 0.739207204980069 |
| 219 | 0.278272269088196 | 0.556544538176393 | 0.721727730911804 |
| 220 | 0.288015373797862 | 0.576030747595724 | 0.711984626202138 |
| 221 | 0.340846319116854 | 0.681692638233708 | 0.659153680883146 |
| 222 | 0.614507539389713 | 0.770984921220573 | 0.385492460610287 |
| 223 | 0.574680013270512 | 0.850639973458976 | 0.425319986729488 |
| 224 | 0.656090184667405 | 0.687819630665189 | 0.343909815332595 |
| 225 | 0.624690245295272 | 0.750619509409457 | 0.375309754704728 |
| 226 | 0.5939978134315 | 0.812004373136999 | 0.4060021865685 |
| 227 | 0.617973542159553 | 0.764052915680894 | 0.382026457840447 |
| 228 | 0.653466291806067 | 0.693067416387866 | 0.346533708193933 |
| 229 | 0.614358043397537 | 0.771283913204926 | 0.385641956602463 |
| 230 | 0.6538564372462 | 0.692287125507601 | 0.3461435627538 |
| 231 | 0.629462087415656 | 0.741075825168688 | 0.370537912584344 |
| 232 | 0.590871078917344 | 0.818257842165312 | 0.409128921082656 |
| 233 | 0.546735847450065 | 0.90652830509987 | 0.453264152549935 |
| 234 | 0.566684327279147 | 0.866631345441707 | 0.433315672720853 |
| 235 | 0.534104924036806 | 0.931790151926389 | 0.465895075963195 |
| 236 | 0.488019583618734 | 0.976039167237467 | 0.511980416381266 |
| 237 | 0.626888985095041 | 0.746222029809918 | 0.373111014904959 |
| 238 | 0.586289829920703 | 0.827420340158593 | 0.413710170079297 |
| 239 | 0.54345895202659 | 0.913082095946819 | 0.45654104797341 |
| 240 | 0.504808710718754 | 0.990382578562492 | 0.495191289281246 |
| 241 | 0.464250051603731 | 0.928500103207462 | 0.535749948396269 |
| 242 | 0.424124974332013 | 0.848249948664025 | 0.575875025667987 |
| 243 | 0.441476011494603 | 0.882952022989206 | 0.558523988505397 |
| 244 | 0.412670255444256 | 0.825340510888512 | 0.587329744555744 |
| 245 | 0.448869214122091 | 0.897738428244182 | 0.551130785877909 |
| 246 | 0.407742501256574 | 0.815485002513147 | 0.592257498743426 |
| 247 | 0.378327516728427 | 0.756655033456854 | 0.621672483271573 |
| 248 | 0.339085919765462 | 0.678171839530924 | 0.660914080234538 |
| 249 | 0.295671867331247 | 0.591343734662493 | 0.704328132668753 |
| 250 | 0.255625875479584 | 0.511251750959167 | 0.744374124520416 |
| 251 | 0.311661557837446 | 0.623323115674892 | 0.688338442162554 |
| 252 | 0.345844720915973 | 0.691689441831946 | 0.654155279084027 |
| 253 | 0.326053608498062 | 0.652107216996124 | 0.673946391501938 |
| 254 | 0.302928382928225 | 0.60585676585645 | 0.697071617071775 |
| 255 | 0.259366807571525 | 0.518733615143049 | 0.740633192428475 |
| 256 | 0.249802070586594 | 0.499604141173187 | 0.750197929413406 |
| 257 | 0.441994183547033 | 0.883988367094066 | 0.558005816452967 |
| 258 | 0.416713847212535 | 0.833427694425069 | 0.583286152787465 |
| 259 | 0.664036945463863 | 0.671926109072274 | 0.335963054536137 |
| 260 | 0.680622976006884 | 0.638754047986232 | 0.319377023993116 |
| 261 | 0.628777366245814 | 0.742445267508371 | 0.371222633754186 |
| 262 | 0.567835484776265 | 0.86432903044747 | 0.432164515223735 |
| 263 | 0.504734081322237 | 0.990531837355526 | 0.495265918677763 |
| 264 | 0.784774694932994 | 0.430450610134012 | 0.215225305067006 |
| 265 | 0.736835198304997 | 0.526329603390006 | 0.263164801695003 |
| 266 | 0.689318394456551 | 0.621363211086899 | 0.31068160554345 |
| 267 | 0.709240244785965 | 0.58151951042807 | 0.290759755214035 |
| 268 | 0.711042223685126 | 0.577915552629748 | 0.288957776314874 |
| 269 | 0.633611661023617 | 0.732776677952766 | 0.366388338976383 |
| 270 | 0.555492113341331 | 0.889015773317338 | 0.444507886658669 |
| 271 | 0.661196146686769 | 0.677607706626462 | 0.338803853313231 |
| 272 | 0.573449671900274 | 0.853100656199452 | 0.426550328099726 |
| 273 | 0.50288674685543 | 0.994226506289141 | 0.49711325314457 |
| 274 | 0.407128362169368 | 0.814256724338737 | 0.592871637830632 |
| 275 | 0.35147399158198 | 0.702947983163959 | 0.64852600841802 |
| 276 | 0.26409678365584 | 0.52819356731168 | 0.73590321634416 |
| 277 | 0.18973939144257 | 0.379478782885141 | 0.81026060855743 |
| 278 | 0.112030095359088 | 0.224060190718176 | 0.887969904640912 |
| 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 | 0 | 0 | OK |
| 10% type I error level | 2 | 0.00743494423791822 | OK |
