| Multiple Linear Regression - Estimated Regression Equation |
| Software[t] = + 2.06285134721187 + 0.452576036791378Pop[t] + 0.239169812731858Gender[t] -0.0132555507413535Connected[t] + 0.0243562014396463Separate[t] + 0.547343442009791Learning[t] -0.0090869319144845Happiness[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) | 2.06285134721187 | 1.166455 | 1.7685 | 0.078066 | 0.039033 |
| Pop | 0.452576036791378 | 0.234148 | 1.9329 | 0.054257 | 0.027129 |
| Gender | 0.239169812731858 | 0.219332 | 1.0904 | 0.27645 | 0.138225 |
| Connected | -0.0132555507413535 | 0.031048 | -0.4269 | 0.669755 | 0.334878 |
| Separate | 0.0243562014396463 | 0.032249 | 0.7552 | 0.450736 | 0.225368 |
| Learning | 0.547343442009791 | 0.045375 | 12.0627 | 0 | 0 |
| Happiness | -0.0090869319144845 | 0.04482 | -0.2027 | 0.839484 | 0.419742 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.664438564389672 |
| R-squared | 0.441478605848209 |
| Adjusted R-squared | 0.429552882129665 |
| F-TEST (value) | 37.0190200835982 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 281 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.77966607666687 |
| Sum Squared Residuals | 889.986387787312 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 12 | 10.1249029703707 | 1.87509702962934 |
| 2 | 11 | 11.6109594615869 | -0.610959461586933 |
| 3 | 15 | 13.5089668720088 | 1.49103312799118 |
| 4 | 6 | 11.0093684057027 | -5.00936840570267 |
| 5 | 13 | 10.7225052023013 | 2.27749479769868 |
| 6 | 10 | 9.94888273420404 | 0.0511172657959643 |
| 7 | 12 | 13.2649813138346 | -1.2649813138346 |
| 8 | 14 | 11.2636663067004 | 2.73633369329957 |
| 9 | 12 | 10.6563686298538 | 1.3436313701462 |
| 10 | 9 | 11.2635251254412 | -2.26352512544118 |
| 11 | 10 | 11.3697759300713 | -1.36977593007127 |
| 12 | 12 | 11.6903515847758 | 0.309648415224199 |
| 13 | 12 | 11.5308092592312 | 0.469190740768758 |
| 14 | 11 | 11.7752705340538 | -0.775270534053779 |
| 15 | 15 | 12.3596172152431 | 2.64038278475692 |
| 16 | 12 | 10.9779389911323 | 1.02206100886766 |
| 17 | 10 | 10.9005605867273 | -0.900560586727282 |
| 18 | 12 | 13.9688129209198 | -1.96881292091981 |
| 19 | 11 | 12.6489614691705 | -1.64896146917047 |
| 20 | 12 | 11.7219221806054 | 0.278077819394624 |
| 21 | 11 | 11.4889347054842 | -0.488934705484195 |
| 22 | 12 | 11.7562561894795 | 0.243743810520494 |
| 23 | 13 | 13.4354747239121 | -0.435474723912122 |
| 24 | 11 | 11.8624855646341 | -0.862485564634071 |
| 25 | 12 | 11.9282200227793 | 0.07177997722065 |
| 26 | 13 | 12.2135741893444 | 0.786425810655623 |
| 27 | 10 | 11.502798769227 | -1.50279876922704 |
| 28 | 14 | 11.3012780588814 | 2.69872194111857 |
| 29 | 12 | 11.7421097632182 | 0.257890236781847 |
| 30 | 10 | 10.4313452433833 | -0.431345243383298 |
| 31 | 12 | 11.1634780878973 | 0.836521912102708 |
| 32 | 8 | 9.38691714928457 | -1.38691714928458 |
| 33 | 10 | 10.5275144095249 | -0.527514409524896 |
| 34 | 12 | 11.8262790182354 | 0.173720981764615 |
| 35 | 12 | 10.3310158433209 | 1.66898415667909 |
| 36 | 7 | 8.22304791725442 | -1.22304791725442 |
| 37 | 9 | 8.27771069000058 | 0.722289309999422 |
| 38 | 12 | 10.3684864142427 | 1.63151358575735 |
| 39 | 10 | 11.7282456994753 | -1.72824569947531 |
| 40 | 10 | 11.4946027128326 | -1.49460271283256 |
| 41 | 10 | 11.4255615460812 | -1.42556154608123 |
| 42 | 12 | 10.6250803965427 | 1.37491960345727 |
| 43 | 15 | 13.5925928314646 | 1.40740716853544 |
| 44 | 10 | 10.4090027607275 | -0.40900276072746 |
| 45 | 10 | 10.4593641182936 | -0.459364118293572 |
| 46 | 12 | 9.03743048074102 | 2.96256951925899 |
| 47 | 13 | 10.7272823341297 | 2.27271766587032 |
| 48 | 11 | 11.219122522648 | -0.219122522648008 |
| 49 | 11 | 11.8059502543634 | -0.805950254363355 |
| 50 | 12 | 10.3357929751493 | 1.66420702485073 |
| 51 | 14 | 11.8680593892433 | 2.13194061075675 |
| 52 | 10 | 10.3575269448036 | -0.357526944803612 |
| 53 | 12 | 9.36316946084642 | 2.63683053915358 |
| 54 | 13 | 11.8778960154185 | 1.12210398458152 |
| 55 | 5 | 7.68769600146292 | -2.68769600146292 |
| 56 | 6 | 10.6431130791124 | -4.64311307911245 |
| 57 | 12 | 11.6778457282952 | 0.322154271704806 |
| 58 | 12 | 11.8194881676232 | 0.180511832376786 |
| 59 | 11 | 11.0029037055735 | -0.00290370557348264 |
| 60 | 10 | 11.7672156589185 | -1.76721565891855 |
| 61 | 7 | 9.29516035087435 | -2.29516035087435 |
| 62 | 12 | 11.4791922620481 | 0.520807737951857 |
| 63 | 14 | 11.813914343014 | 2.18608565698597 |
| 64 | 11 | 10.7317333154751 | 0.268266684524945 |
| 65 | 12 | 11.6801418095975 | 0.319858190402493 |
| 66 | 13 | 12.1666317563444 | 0.833368243655612 |
| 67 | 14 | 12.8820901255509 | 1.11790987444909 |
| 68 | 11 | 12.5185170738355 | -1.51851707383551 |
| 69 | 12 | 9.64369610080839 | 2.35630389919161 |
| 70 | 12 | 11.5738536547622 | 0.426146345237827 |
| 71 | 8 | 8.23475708095421 | -0.234757080954205 |
| 72 | 11 | 10.786628055965 | 0.213371944034975 |
| 73 | 14 | 12.9696783051343 | 1.03032169486574 |
| 74 | 14 | 12.7261986923163 | 1.27380130768372 |
| 75 | 12 | 11.361721054936 | 0.638278945063967 |
| 76 | 9 | 12.1641120922043 | -3.16411209220434 |
| 77 | 13 | 11.7683385021824 | 1.23166149781764 |
| 78 | 11 | 11.6983156734265 | -0.698315673426476 |
| 79 | 12 | 9.8784749752844 | 2.1215250247156 |
| 80 | 12 | 11.321954402712 | 0.678045597288028 |
| 81 | 12 | 11.5760085548052 | 0.423991445194766 |
| 82 | 12 | 11.813023467494 | 0.186976532505969 |
| 83 | 12 | 10.8934873735966 | 1.10651262640339 |
| 84 | 11 | 11.2323780733894 | -0.232378073389362 |
| 85 | 10 | 11.7024842922533 | -1.70248429225335 |
| 86 | 9 | 10.4881125213978 | -1.48811252139782 |
| 87 | 12 | 11.7755528965723 | 0.224447103427716 |
| 88 | 12 | 11.7889496285729 | 0.21105037142711 |
| 89 | 12 | 11.2674617765242 | 0.732538223475762 |
| 90 | 9 | 9.63414183715167 | -0.634141837151667 |
| 91 | 15 | 12.2435042153932 | 2.75649578460679 |
| 92 | 12 | 11.9104482732526 | 0.0895517267473835 |
| 93 | 12 | 11.095327796666 | 0.904672203334031 |
| 94 | 12 | 10.0982068996642 | 1.90179310033578 |
| 95 | 10 | 11.7265581311745 | -1.72655813117449 |
| 96 | 13 | 11.7650607588755 | 1.23493924112451 |
| 97 | 9 | 11.6759731907706 | -2.67597319077064 |
| 98 | 12 | 11.4561000851316 | 0.543899914868442 |
| 99 | 10 | 10.494577221527 | -0.494577221527006 |
| 100 | 14 | 11.7307267500014 | 2.26927324999864 |
| 101 | 11 | 11.5258909461436 | -0.525890946143627 |
| 102 | 15 | 13.9800547528774 | 1.01994524712264 |
| 103 | 11 | 10.8834187796776 | 0.116581220322435 |
| 104 | 11 | 11.888246971856 | -0.888246971856031 |
| 105 | 12 | 9.79828615931471 | 2.20171384068529 |
| 106 | 12 | 12.262800922486 | -0.262800922485985 |
| 107 | 12 | 11.5430327531933 | 0.456967246806655 |
| 108 | 11 | 11.557320360714 | -0.55732036071395 |
| 109 | 7 | 9.68482096029469 | -2.68482096029469 |
| 110 | 12 | 11.8062326168819 | 0.19376738311814 |
| 111 | 14 | 11.8049685923588 | 2.1950314076412 |
| 112 | 11 | 12.5157322313154 | -1.51573223131544 |
| 113 | 10 | 9.49680919790977 | 0.503190802090232 |
| 114 | 13 | 12.5111614981863 | 0.488838501813667 |
| 115 | 13 | 10.8270032211906 | 2.17299677880942 |
| 116 | 8 | 10.8137476704492 | -2.81374767044923 |
| 117 | 11 | 10.1578787719826 | 0.842121228017443 |
| 118 | 12 | 11.7579875457448 | 0.242012454255191 |
| 119 | 11 | 9.98559522595896 | 1.01440477404104 |
| 120 | 13 | 11.6315705879775 | 1.36842941202253 |
| 121 | 12 | 10.1799388921199 | 1.82006110788011 |
| 122 | 14 | 11.810868567451 | 2.18913143254903 |
| 123 | 13 | 11.106287266105 | 1.89371273389499 |
| 124 | 15 | 11.7867947285298 | 3.21320527147017 |
| 125 | 10 | 10.8335331387598 | -0.833533138759768 |
| 126 | 11 | 12.271605491882 | -1.27160549188196 |
| 127 | 9 | 11.2314871978694 | -2.23148719786936 |
| 128 | 11 | 9.52622489369628 | 1.47377510630372 |
| 129 | 10 | 11.5343693650566 | -1.53436936505662 |
| 130 | 11 | 8.31532244218158 | 2.68467755781842 |
| 131 | 8 | 11.7467457137873 | -3.74674571378726 |
| 132 | 11 | 9.32003088257631 | 1.67996911742369 |
| 133 | 12 | 10.4770118706995 | 1.52298812930047 |
| 134 | 12 | 11.1015101342766 | 0.898489865723354 |
| 135 | 9 | 9.69561688998552 | -0.695616889985519 |
| 136 | 11 | 11.0001402925289 | -0.000140292528927792 |
| 137 | 10 | 9.13021933593049 | 0.86978066406951 |
| 138 | 8 | 9.55058109513593 | -1.55058109513593 |
| 139 | 9 | 8.85962010862831 | 0.140379891371691 |
| 140 | 8 | 11.7797215153992 | -3.77972151539915 |
| 141 | 9 | 11.0837010345447 | -2.08370103454467 |
| 142 | 15 | 12.3870191922458 | 2.61298080775422 |
| 143 | 11 | 11.2858890375725 | -0.285889037572539 |
| 144 | 8 | 8.30746092117616 | -0.307460921176156 |
| 145 | 13 | 12.6948280574267 | 0.305171942573273 |
| 146 | 12 | 9.93055930420974 | 2.06944069579026 |
| 147 | 12 | 11.4947438940918 | 0.50525610590819 |
| 148 | 9 | 9.86456391302148 | -0.864563913021476 |
| 149 | 7 | 8.52882163417603 | -1.52882163417603 |
| 150 | 13 | 11.1910650341237 | 1.80893496587626 |
| 151 | 9 | 11.6023784750287 | -2.60237847502869 |
| 152 | 6 | 11.8889966661168 | -5.88899666611678 |
| 153 | 8 | 10.6600229184184 | -2.66002291841836 |
| 154 | 8 | 8.42751057210908 | -0.427510572109084 |
| 155 | 6 | 10.2198467256032 | -4.2198467256032 |
| 156 | 9 | 11.2314871978694 | -2.23148719786936 |
| 157 | 11 | 11.7226718748661 | -0.722671874866123 |
| 158 | 8 | 9.71503334886203 | -1.71503334886203 |
| 159 | 10 | 9.36280814160856 | 0.637191858391436 |
| 160 | 8 | 8.72609476897542 | -0.726094768975421 |
| 161 | 14 | 11.5223426700835 | 2.47765732991654 |
| 162 | 10 | 10.9205066018859 | -0.92050660188593 |
| 163 | 8 | 7.84888234164735 | 0.151117658352648 |
| 164 | 11 | 10.0045306138139 | 0.99546938618612 |
| 165 | 12 | 8.47801655579358 | 3.52198344420642 |
| 166 | 12 | 9.81055044834119 | 2.18944955165881 |
| 167 | 12 | 11.2818436153885 | 0.718156384611469 |
| 168 | 5 | 8.79560326746898 | -3.79560326746898 |
| 169 | 12 | 11.3381049480468 | 0.661895051953185 |
| 170 | 10 | 8.85817973409112 | 1.14182026590888 |
| 171 | 7 | 7.33447608763545 | -0.334476087635451 |
| 172 | 12 | 8.92952536705084 | 3.07047463294917 |
| 173 | 11 | 10.5831622891347 | 0.416837710865259 |
| 174 | 8 | 9.10165934690911 | -1.1016593469091 |
| 175 | 9 | 8.85494898930433 | 0.145051010695672 |
| 176 | 10 | 10.1635586090961 | -0.163558609096123 |
| 177 | 9 | 9.16765473809737 | -0.167654738097367 |
| 178 | 12 | 11.3319226104361 | 0.668077389563862 |
| 179 | 6 | 8.23224086167328 | -2.23224086167328 |
| 180 | 15 | 12.7919739455259 | 2.20802605447407 |
| 181 | 12 | 10.4214734484532 | 1.5785265515468 |
| 182 | 12 | 6.92572930939062 | 5.07427069060938 |
| 183 | 12 | 11.394031745316 | 0.605968254683964 |
| 184 | 11 | 11.5913838368348 | -0.591383836834778 |
| 185 | 7 | 8.9719142510602 | -1.9719142510602 |
| 186 | 7 | 8.27631731398347 | -1.27631731398347 |
| 187 | 5 | 8.43631858636419 | -3.43631858636419 |
| 188 | 12 | 10.3175187251254 | 1.68248127487458 |
| 189 | 12 | 11.402836314712 | 0.597163685287984 |
| 190 | 3 | 9.11341550912896 | -6.11341550912896 |
| 191 | 11 | 11.3967951583606 | -0.396795158360591 |
| 192 | 10 | 9.63640274969911 | 0.363597250300891 |
| 193 | 12 | 10.5990400716614 | 1.4009599283386 |
| 194 | 9 | 11.2366527047206 | -2.23665270472061 |
| 195 | 12 | 11.3960454640998 | 0.603954535900155 |
| 196 | 9 | 10.0192855530767 | -1.01928555307673 |
| 197 | 12 | 11.0715835530869 | 0.928416446913054 |
| 198 | 10 | 10.0019083820286 | -0.0019083820285777 |
| 199 | 9 | 8.23350488619635 | 0.766495113803653 |
| 200 | 12 | 8.84155225730372 | 3.15844774269628 |
| 201 | 8 | 10.7665464858566 | -2.76654648585663 |
| 202 | 11 | 10.8020033379946 | 0.197996662005431 |
| 203 | 11 | 11.3695343626171 | -0.369534362617138 |
| 204 | 12 | 11.0878344846167 | 0.912165515383335 |
| 205 | 10 | 8.29205391525087 | 1.70794608474913 |
| 206 | 10 | 10.4806779890293 | -0.480677989029288 |
| 207 | 12 | 9.14142599913316 | 2.85857400086684 |
| 208 | 12 | 9.01377702364655 | 2.98622297635345 |
| 209 | 11 | 10.6987609587223 | 0.301239041277705 |
| 210 | 8 | 10.563865582042 | -2.56386558204196 |
| 211 | 12 | 11.3480827554813 | 0.651917244518701 |
| 212 | 10 | 9.82710517186493 | 0.172894828135068 |
| 213 | 11 | 11.8674157074869 | -0.867415707486889 |
| 214 | 10 | 10.1487566713132 | -0.148756671313203 |
| 215 | 8 | 9.48088786172217 | -1.48088786172217 |
| 216 | 12 | 10.8485608408308 | 1.1514391591692 |
| 217 | 12 | 9.41817021384077 | 2.58182978615923 |
| 218 | 10 | 9.95338094837302 | 0.0466190516269781 |
| 219 | 12 | 10.7632687425498 | 1.23673125745024 |
| 220 | 9 | 8.86314504569881 | 0.136854954301186 |
| 221 | 6 | 6.98802341349426 | -0.988023413494256 |
| 222 | 10 | 9.92148420206046 | 0.0785157979395421 |
| 223 | 9 | 10.0072940268584 | -1.00729402685843 |
| 224 | 9 | 8.363999676306 | 0.636000323694 |
| 225 | 9 | 8.93279472545163 | 0.0672052745483697 |
| 226 | 6 | 9.57026617725159 | -3.57026617725159 |
| 227 | 10 | 7.94260586032131 | 2.05739413967869 |
| 228 | 6 | 11.0879756658759 | -5.08797566587592 |
| 229 | 14 | 12.2963500683445 | 1.7036499316555 |
| 230 | 10 | 9.60080471630192 | 0.399195283698082 |
| 231 | 10 | 8.26151537620055 | 1.73848462379945 |
| 232 | 6 | 4.38341259803653 | 1.61658740196347 |
| 233 | 12 | 9.24060359063257 | 2.75939640936743 |
| 234 | 12 | 11.3392781860853 | 0.660721813914681 |
| 235 | 7 | 7.67656018200976 | -0.676560182009757 |
| 236 | 8 | 8.94342804440768 | -0.943428044407682 |
| 237 | 11 | 8.94679997045373 | 2.05320002954627 |
| 238 | 3 | 7.73806080388816 | -4.73806080388816 |
| 239 | 6 | 9.40908328192629 | -3.40908328192629 |
| 240 | 8 | 8.9990724791584 | -0.999072479158398 |
| 241 | 9 | 10.035818847125 | -1.03581884712495 |
| 242 | 9 | 7.95043715261881 | 1.04956284738119 |
| 243 | 8 | 9.03889791106323 | -1.03889791106323 |
| 244 | 9 | 8.9698567443119 | 0.0301432556880949 |
| 245 | 7 | 8.36451400656832 | -1.36451400656832 |
| 246 | 7 | 7.76012092402549 | -0.760120924025494 |
| 247 | 6 | 9.10292337143217 | -3.10292337143217 |
| 248 | 9 | 11.2833513888161 | -2.2833513888161 |
| 249 | 10 | 8.83522873843379 | 1.16477126156621 |
| 250 | 11 | 9.96968227467744 | 1.03031772532256 |
| 251 | 12 | 11.1757992094577 | 0.824200790542298 |
| 252 | 8 | 10.2515233339372 | -2.25152333393716 |
| 253 | 11 | 9.61883739887163 | 1.38116260112837 |
| 254 | 3 | 4.66726737608006 | -1.66726737608006 |
| 255 | 11 | 10.7577419164607 | 0.242258083539349 |
| 256 | 12 | 8.42217216010284 | 3.57782783989716 |
| 257 | 7 | 8.3666219080913 | -1.3666219080913 |
| 258 | 9 | 9.99342996311559 | -0.993429963115588 |
| 259 | 12 | 10.5247074428194 | 1.4752925571806 |
| 260 | 8 | 10.2270259512383 | -2.22702595123826 |
| 261 | 11 | 9.43943685175288 | 1.56056314824712 |
| 262 | 8 | 8.26769771381122 | -0.267697713811224 |
| 263 | 10 | 10.7184425959788 | -0.718442595978832 |
| 264 | 8 | 8.31959707351283 | -0.319597073512829 |
| 265 | 7 | 9.45779568480558 | -2.45779568480558 |
| 266 | 8 | 9.55930670781255 | -1.55930670781255 |
| 267 | 10 | 11.2770278699462 | -1.27702786994617 |
| 268 | 8 | 9.56229370369484 | -1.56229370369484 |
| 269 | 12 | 11.354265093092 | 0.645734906908024 |
| 270 | 14 | 11.064369158697 | 2.93563084130298 |
| 271 | 7 | 9.07490449652189 | -2.07490449652189 |
| 272 | 6 | 6.26601794258007 | -0.266017942580071 |
| 273 | 11 | 11.0441815760842 | -0.0441815760842398 |
| 274 | 4 | 5.40407478477717 | -1.40407478477717 |
| 275 | 9 | 11.1638076832394 | -2.16380768323941 |
| 276 | 5 | 4.25160999543933 | 0.748390004560673 |
| 277 | 9 | 8.84342479482828 | 0.156575205171722 |
| 278 | 11 | 10.4612401006773 | 0.538759899322743 |
| 279 | 12 | 10.2192030438468 | 1.78079695615316 |
| 280 | 9 | 8.37004083265743 | 0.629959167342575 |
| 281 | 12 | 10.9353737571089 | 1.06462624289114 |
| 282 | 10 | 10.7867340684694 | -0.786734068469408 |
| 283 | 9 | 8.86127250817426 | 0.138727491825742 |
| 284 | 6 | 5.80078624883922 | 0.199213751160781 |
| 285 | 10 | 11.1433377381081 | -1.14333773810813 |
| 286 | 9 | 7.79051828181657 | 1.20948171818344 |
| 287 | 13 | 10.8966177321885 | 2.10338226781147 |
| 288 | 12 | 10.2437004265457 | 1.75629957345426 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.72842669149035 | 0.5431466170193 | 0.27157330850965 |
| 11 | 0.932111291961431 | 0.135777416077138 | 0.0678887080385691 |
| 12 | 0.883927528921358 | 0.232144942157285 | 0.116072471078642 |
| 13 | 0.907996117292558 | 0.184007765414884 | 0.0920038827074422 |
| 14 | 0.882918643366775 | 0.23416271326645 | 0.117081356633225 |
| 15 | 0.893372416642965 | 0.21325516671407 | 0.106627583357035 |
| 16 | 0.901444286069359 | 0.197111427861283 | 0.0985557139306414 |
| 17 | 0.860478230620101 | 0.279043538759798 | 0.139521769379899 |
| 18 | 0.850882361745292 | 0.298235276509416 | 0.149117638254708 |
| 19 | 0.800875673969818 | 0.398248652060364 | 0.199124326030182 |
| 20 | 0.741526955513363 | 0.516946088973274 | 0.258473044486637 |
| 21 | 0.680045374515351 | 0.639909250969299 | 0.31995462548465 |
| 22 | 0.611980281908264 | 0.776039436183472 | 0.388019718091736 |
| 23 | 0.538947837607392 | 0.922104324785217 | 0.461052162392608 |
| 24 | 0.514659703331384 | 0.970680593337232 | 0.485340296668616 |
| 25 | 0.513177509267377 | 0.973644981465246 | 0.486822490732623 |
| 26 | 0.479991010742595 | 0.95998202148519 | 0.520008989257405 |
| 27 | 0.42139582041683 | 0.842791640833661 | 0.57860417958317 |
| 28 | 0.425690363172463 | 0.851380726344926 | 0.574309636827537 |
| 29 | 0.365084395759665 | 0.73016879151933 | 0.634915604240335 |
| 30 | 0.306802040898218 | 0.613604081796437 | 0.693197959101782 |
| 31 | 0.25435470979871 | 0.50870941959742 | 0.74564529020129 |
| 32 | 0.24895915720243 | 0.49791831440486 | 0.75104084279757 |
| 33 | 0.217421178977289 | 0.434842357954577 | 0.782578821022711 |
| 34 | 0.178369234649196 | 0.356738469298393 | 0.821630765350804 |
| 35 | 0.217867818066176 | 0.435735636132352 | 0.782132181933824 |
| 36 | 0.201215205990949 | 0.402430411981898 | 0.798784794009051 |
| 37 | 0.165356409024524 | 0.330712818049048 | 0.834643590975476 |
| 38 | 0.193459404854362 | 0.386918809708725 | 0.806540595145638 |
| 39 | 0.206894025939871 | 0.413788051879742 | 0.793105974060129 |
| 40 | 0.177929302829724 | 0.355858605659447 | 0.822070697170276 |
| 41 | 0.149026371730435 | 0.298052743460871 | 0.850973628269565 |
| 42 | 0.126655282221277 | 0.253310564442555 | 0.873344717778723 |
| 43 | 0.183568354774129 | 0.367136709548258 | 0.816431645225871 |
| 44 | 0.151176229122687 | 0.302352458245374 | 0.848823770877313 |
| 45 | 0.128675510756777 | 0.257351021513555 | 0.871324489243223 |
| 46 | 0.137559111258665 | 0.27511822251733 | 0.862440888741335 |
| 47 | 0.130673343998705 | 0.26134668799741 | 0.869326656001295 |
| 48 | 0.109771478421284 | 0.219542956842568 | 0.890228521578716 |
| 49 | 0.0988039009221842 | 0.197607801844368 | 0.901196099077816 |
| 50 | 0.103123587468387 | 0.206247174936773 | 0.896876412531613 |
| 51 | 0.106559721667356 | 0.213119443334711 | 0.893440278332644 |
| 52 | 0.0862255418009588 | 0.172451083601918 | 0.913774458199041 |
| 53 | 0.104472981736165 | 0.208945963472331 | 0.895527018263835 |
| 54 | 0.0864560444665518 | 0.172912088933104 | 0.913543955533448 |
| 55 | 0.14775814039066 | 0.29551628078132 | 0.85224185960934 |
| 56 | 0.431409103558723 | 0.862818207117445 | 0.568590896441277 |
| 57 | 0.388468979468215 | 0.77693795893643 | 0.611531020531785 |
| 58 | 0.346869907949977 | 0.693739815899954 | 0.653130092050023 |
| 59 | 0.306952256858894 | 0.613904513717787 | 0.693047743141106 |
| 60 | 0.324717125796664 | 0.649434251593327 | 0.675282874203336 |
| 61 | 0.340600683894071 | 0.681201367788142 | 0.659399316105929 |
| 62 | 0.311522199793264 | 0.623044399586529 | 0.688477800206736 |
| 63 | 0.315766119209148 | 0.631532238418296 | 0.684233880790852 |
| 64 | 0.279619398791686 | 0.559238797583372 | 0.720380601208314 |
| 65 | 0.246153018287797 | 0.492306036575594 | 0.753846981712203 |
| 66 | 0.221143289976963 | 0.442286579953927 | 0.778856710023037 |
| 67 | 0.197420642750707 | 0.394841285501413 | 0.802579357249293 |
| 68 | 0.176192401472963 | 0.352384802945927 | 0.823807598527037 |
| 69 | 0.17106747620163 | 0.34213495240326 | 0.82893252379837 |
| 70 | 0.14804521572903 | 0.296090431458059 | 0.85195478427097 |
| 71 | 0.127234060178713 | 0.254468120357427 | 0.872765939821287 |
| 72 | 0.10881848798206 | 0.21763697596412 | 0.89118151201794 |
| 73 | 0.0932955476537794 | 0.186591095307559 | 0.906704452346221 |
| 74 | 0.0833992745191813 | 0.166798549038363 | 0.916600725480819 |
| 75 | 0.0802501779842049 | 0.16050035596841 | 0.919749822015795 |
| 76 | 0.117197683862638 | 0.234395367725277 | 0.882802316137362 |
| 77 | 0.103748999573258 | 0.207497999146517 | 0.896251000426742 |
| 78 | 0.0886864086998386 | 0.177372817399677 | 0.911313591300161 |
| 79 | 0.102924771518784 | 0.205849543037568 | 0.897075228481216 |
| 80 | 0.100437323346634 | 0.200874646693269 | 0.899562676653366 |
| 81 | 0.0847185547508957 | 0.169437109501791 | 0.915281445249104 |
| 82 | 0.0711077106379182 | 0.142215421275836 | 0.928892289362082 |
| 83 | 0.0655142305519613 | 0.131028461103923 | 0.934485769448039 |
| 84 | 0.0548104751735971 | 0.109620950347194 | 0.945189524826403 |
| 85 | 0.0532257036873666 | 0.106451407374733 | 0.946774296312633 |
| 86 | 0.0554661795888979 | 0.110932359177796 | 0.944533820411102 |
| 87 | 0.0455281334598637 | 0.0910562669197274 | 0.954471866540136 |
| 88 | 0.0371095842882432 | 0.0742191685764863 | 0.962890415711757 |
| 89 | 0.0306306806627257 | 0.0612613613254514 | 0.969369319337274 |
| 90 | 0.0270786723291571 | 0.0541573446583143 | 0.972921327670843 |
| 91 | 0.0385910329628365 | 0.0771820659256729 | 0.961408967037163 |
| 92 | 0.0324987759062184 | 0.0649975518124367 | 0.967501224093782 |
| 93 | 0.0285154125515442 | 0.0570308251030884 | 0.971484587448456 |
| 94 | 0.0291594031778269 | 0.0583188063556537 | 0.970840596822173 |
| 95 | 0.0303527781363008 | 0.0607055562726017 | 0.969647221863699 |
| 96 | 0.0265363106230077 | 0.0530726212460154 | 0.973463689376992 |
| 97 | 0.0354601584889348 | 0.0709203169778696 | 0.964539841511065 |
| 98 | 0.0301769264775428 | 0.0603538529550855 | 0.969823073522457 |
| 99 | 0.0249808774094231 | 0.0499617548188463 | 0.975019122590577 |
| 100 | 0.0284172836406995 | 0.056834567281399 | 0.9715827163593 |
| 101 | 0.0233087614532939 | 0.0466175229065878 | 0.976691238546706 |
| 102 | 0.0199987759521447 | 0.0399975519042895 | 0.980001224047855 |
| 103 | 0.0162698269349996 | 0.0325396538699992 | 0.983730173065 |
| 104 | 0.0149152097687651 | 0.0298304195375302 | 0.985084790231235 |
| 105 | 0.0171431043945451 | 0.0342862087890903 | 0.982856895605455 |
| 106 | 0.0137587150012918 | 0.0275174300025836 | 0.986241284998708 |
| 107 | 0.0110070600522211 | 0.0220141201044422 | 0.988992939947779 |
| 108 | 0.00892829223275007 | 0.0178565844655001 | 0.99107170776725 |
| 109 | 0.0163297170045174 | 0.0326594340090349 | 0.983670282995483 |
| 110 | 0.0130871589343388 | 0.0261743178686776 | 0.986912841065661 |
| 111 | 0.0144750625554427 | 0.0289501251108854 | 0.985524937444557 |
| 112 | 0.0150594636386703 | 0.0301189272773405 | 0.98494053636133 |
| 113 | 0.0121939235674453 | 0.0243878471348905 | 0.987806076432555 |
| 114 | 0.0100477235447234 | 0.0200954470894468 | 0.989952276455277 |
| 115 | 0.0109786841395221 | 0.0219573682790442 | 0.989021315860478 |
| 116 | 0.017447366759067 | 0.034894733518134 | 0.982552633240933 |
| 117 | 0.0146963365581389 | 0.0293926731162777 | 0.985303663441861 |
| 118 | 0.0118098091747384 | 0.0236196183494768 | 0.988190190825262 |
| 119 | 0.0101843201563569 | 0.0203686403127138 | 0.989815679843643 |
| 120 | 0.00940733273273223 | 0.0188146654654645 | 0.990592667267268 |
| 121 | 0.00963899965523165 | 0.0192779993104633 | 0.990361000344768 |
| 122 | 0.0112972964729536 | 0.0225945929459072 | 0.988702703527046 |
| 123 | 0.0121586875321392 | 0.0243173750642784 | 0.987841312467861 |
| 124 | 0.021655321538277 | 0.0433106430765541 | 0.978344678461723 |
| 125 | 0.0178596776992177 | 0.0357193553984353 | 0.982140322300782 |
| 126 | 0.0157700551555086 | 0.0315401103110172 | 0.984229944844491 |
| 127 | 0.0178947602445531 | 0.0357895204891062 | 0.982105239755447 |
| 128 | 0.0173495664402542 | 0.0346991328805084 | 0.982650433559746 |
| 129 | 0.0158822415852046 | 0.0317644831704093 | 0.984117758414795 |
| 130 | 0.021531603806448 | 0.043063207612896 | 0.978468396193552 |
| 131 | 0.0401609404648036 | 0.0803218809296071 | 0.959839059535196 |
| 132 | 0.0406311812299447 | 0.0812623624598894 | 0.959368818770055 |
| 133 | 0.0415673352949543 | 0.0831346705899087 | 0.958432664705046 |
| 134 | 0.0376828910632323 | 0.0753657821264646 | 0.962317108936768 |
| 135 | 0.0322385775009276 | 0.0644771550018551 | 0.967761422499072 |
| 136 | 0.0269829681025463 | 0.0539659362050925 | 0.973017031897454 |
| 137 | 0.0253367955989844 | 0.0506735911979688 | 0.974663204401016 |
| 138 | 0.0242573591810763 | 0.0485147183621527 | 0.975742640818924 |
| 139 | 0.0208125775510485 | 0.0416251551020971 | 0.979187422448952 |
| 140 | 0.0387894837859561 | 0.0775789675719122 | 0.961210516214044 |
| 141 | 0.0391049146539578 | 0.0782098293079156 | 0.960895085346042 |
| 142 | 0.0565934666903313 | 0.113186933380663 | 0.943406533309669 |
| 143 | 0.0476497808836512 | 0.0952995617673025 | 0.952350219116349 |
| 144 | 0.0402957360319628 | 0.0805914720639256 | 0.959704263968037 |
| 145 | 0.0354957273372892 | 0.0709914546745784 | 0.964504272662711 |
| 146 | 0.0460363766563542 | 0.0920727533127083 | 0.953963623343646 |
| 147 | 0.0440505519307533 | 0.0881011038615067 | 0.955949448069247 |
| 148 | 0.0395291224512033 | 0.0790582449024065 | 0.960470877548797 |
| 149 | 0.0367915110235896 | 0.0735830220471791 | 0.96320848897641 |
| 150 | 0.0513257615671167 | 0.102651523134233 | 0.948674238432883 |
| 151 | 0.0522228266088813 | 0.104445653217763 | 0.947777173391119 |
| 152 | 0.16601684631967 | 0.33203369263934 | 0.83398315368033 |
| 153 | 0.17696911370435 | 0.353938227408699 | 0.82303088629565 |
| 154 | 0.166829392100009 | 0.333658784200019 | 0.833170607899991 |
| 155 | 0.237590108015386 | 0.475180216030772 | 0.762409891984614 |
| 156 | 0.235014057333925 | 0.47002811466785 | 0.764985942666075 |
| 157 | 0.213986859870429 | 0.427973719740858 | 0.786013140129571 |
| 158 | 0.203038267853927 | 0.406076535707854 | 0.796961732146073 |
| 159 | 0.182208974050832 | 0.364417948101664 | 0.817791025949168 |
| 160 | 0.1643312547848 | 0.3286625095696 | 0.8356687452152 |
| 161 | 0.178340169528533 | 0.356680339057066 | 0.821659830471467 |
| 162 | 0.166535898062832 | 0.333071796125665 | 0.833464101937168 |
| 163 | 0.146495943738755 | 0.292991887477511 | 0.853504056261244 |
| 164 | 0.131699756720238 | 0.263399513440477 | 0.868300243279762 |
| 165 | 0.180864718022641 | 0.361729436045282 | 0.819135281977359 |
| 166 | 0.184754624654622 | 0.369509249309244 | 0.815245375345378 |
| 167 | 0.166763965158563 | 0.333527930317126 | 0.833236034841437 |
| 168 | 0.272531410753292 | 0.545062821506584 | 0.727468589246708 |
| 169 | 0.246579673633025 | 0.49315934726605 | 0.753420326366975 |
| 170 | 0.227264992873087 | 0.454529985746174 | 0.772735007126913 |
| 171 | 0.206148437513111 | 0.412296875026223 | 0.793851562486889 |
| 172 | 0.244480732379892 | 0.488961464759783 | 0.755519267620108 |
| 173 | 0.218676287145663 | 0.437352574291326 | 0.781323712854337 |
| 174 | 0.206846189224312 | 0.413692378448625 | 0.793153810775688 |
| 175 | 0.183531097040693 | 0.367062194081385 | 0.816468902959307 |
| 176 | 0.163016291412055 | 0.326032582824111 | 0.836983708587945 |
| 177 | 0.143149061599237 | 0.286298123198474 | 0.856850938400763 |
| 178 | 0.126345431189815 | 0.252690862379631 | 0.873654568810185 |
| 179 | 0.140624580230943 | 0.281249160461886 | 0.859375419769057 |
| 180 | 0.14851831206215 | 0.2970366241243 | 0.85148168793785 |
| 181 | 0.140445516998751 | 0.280891033997501 | 0.859554483001249 |
| 182 | 0.330391013064924 | 0.660782026129847 | 0.669608986935076 |
| 183 | 0.306685118690838 | 0.613370237381675 | 0.693314881309162 |
| 184 | 0.282606853225581 | 0.565213706451163 | 0.717393146774418 |
| 185 | 0.299879637091684 | 0.599759274183368 | 0.700120362908316 |
| 186 | 0.288743014326706 | 0.577486028653411 | 0.711256985673294 |
| 187 | 0.378482369333936 | 0.756964738667872 | 0.621517630666064 |
| 188 | 0.383746817556625 | 0.76749363511325 | 0.616253182443375 |
| 189 | 0.35502591109065 | 0.7100518221813 | 0.64497408890935 |
| 190 | 0.719695050149407 | 0.560609899701186 | 0.280304949850593 |
| 191 | 0.689307329702342 | 0.621385340595315 | 0.310692670297658 |
| 192 | 0.659233787436891 | 0.681532425126219 | 0.340766212563109 |
| 193 | 0.644470939526923 | 0.711058120946155 | 0.355529060473077 |
| 194 | 0.663296544757212 | 0.673406910485575 | 0.336703455242788 |
| 195 | 0.637665068266965 | 0.72466986346607 | 0.362334931733035 |
| 196 | 0.613621056835931 | 0.772757886328138 | 0.386378943164069 |
| 197 | 0.590738124853615 | 0.818523750292769 | 0.409261875146385 |
| 198 | 0.558668742678809 | 0.882662514642383 | 0.441331257321191 |
| 199 | 0.525758067007073 | 0.948483865985853 | 0.474241932992927 |
| 200 | 0.597638960544829 | 0.804722078910342 | 0.402361039455171 |
| 201 | 0.642066926566691 | 0.715866146866618 | 0.357933073433309 |
| 202 | 0.607307988159625 | 0.785384023680751 | 0.392692011840375 |
| 203 | 0.571295748326486 | 0.857408503347027 | 0.428704251673514 |
| 204 | 0.543423273327014 | 0.913153453345972 | 0.456576726672986 |
| 205 | 0.534025901562802 | 0.931948196874396 | 0.465974098437198 |
| 206 | 0.498789092629645 | 0.997578185259289 | 0.501210907370355 |
| 207 | 0.567149305929747 | 0.865701388140506 | 0.432850694070253 |
| 208 | 0.626169595970518 | 0.747660808058964 | 0.373830404029482 |
| 209 | 0.595775076651042 | 0.808449846697916 | 0.404224923348958 |
| 210 | 0.62679766058309 | 0.74640467883382 | 0.37320233941691 |
| 211 | 0.597860726308405 | 0.80427854738319 | 0.402139273691595 |
| 212 | 0.559449705937796 | 0.881100588124408 | 0.440550294062204 |
| 213 | 0.525777027064638 | 0.948445945870724 | 0.474222972935362 |
| 214 | 0.486822652861996 | 0.973645305723992 | 0.513177347138004 |
| 215 | 0.475073243768378 | 0.950146487536755 | 0.524926756231622 |
| 216 | 0.463329927494322 | 0.926659854988645 | 0.536670072505678 |
| 217 | 0.50100231508737 | 0.99799536982526 | 0.49899768491263 |
| 218 | 0.460515567197679 | 0.921031134395358 | 0.539484432802321 |
| 219 | 0.448083060958641 | 0.896166121917283 | 0.551916939041359 |
| 220 | 0.408872581656282 | 0.817745163312563 | 0.591127418343719 |
| 221 | 0.375727178988085 | 0.751454357976169 | 0.624272821011915 |
| 222 | 0.337751749601664 | 0.675503499203329 | 0.662248250398336 |
| 223 | 0.30978329984062 | 0.61956659968124 | 0.69021670015938 |
| 224 | 0.278692799114201 | 0.557385598228403 | 0.721307200885799 |
| 225 | 0.245135586828988 | 0.490271173657975 | 0.754864413171012 |
| 226 | 0.34881128931703 | 0.69762257863406 | 0.65118871068297 |
| 227 | 0.394249562604288 | 0.788499125208577 | 0.605750437395712 |
| 228 | 0.698373733901905 | 0.60325253219619 | 0.301626266098095 |
| 229 | 0.68000035730657 | 0.63999928538686 | 0.31999964269343 |
| 230 | 0.640145693983215 | 0.71970861203357 | 0.359854306016785 |
| 231 | 0.634317602264255 | 0.731364795471491 | 0.365682397735745 |
| 232 | 0.631447483369072 | 0.737105033261857 | 0.368552516630928 |
| 233 | 0.672882503031457 | 0.654234993937086 | 0.327117496968543 |
| 234 | 0.648688012331483 | 0.702623975337034 | 0.351311987668517 |
| 235 | 0.608816825020871 | 0.782366349958258 | 0.391183174979129 |
| 236 | 0.570738534365853 | 0.858522931268294 | 0.429261465634147 |
| 237 | 0.637305773918655 | 0.725388452162691 | 0.362694226081345 |
| 238 | 0.851833286628778 | 0.296333426742444 | 0.148166713371222 |
| 239 | 0.922131015605548 | 0.155737968788903 | 0.0778689843944516 |
| 240 | 0.905562825807609 | 0.188874348384781 | 0.0944371741923907 |
| 241 | 0.89347545951938 | 0.213049080961239 | 0.10652454048062 |
| 242 | 0.88429104128991 | 0.231417917420181 | 0.11570895871009 |
| 243 | 0.860671442298957 | 0.278657115402085 | 0.139328557701043 |
| 244 | 0.830883729089902 | 0.338232541820196 | 0.169116270910098 |
| 245 | 0.832544721348638 | 0.334910557302725 | 0.167455278651362 |
| 246 | 0.808498231218802 | 0.383003537562397 | 0.191501768781198 |
| 247 | 0.862589238105652 | 0.274821523788696 | 0.137410761894348 |
| 248 | 0.883531141393754 | 0.232937717212491 | 0.116468858606246 |
| 249 | 0.866265833832293 | 0.267468332335415 | 0.133734166167707 |
| 250 | 0.843303151232436 | 0.313393697535128 | 0.156696848767564 |
| 251 | 0.82780869469585 | 0.344382610608299 | 0.17219130530415 |
| 252 | 0.821910790091086 | 0.356178419817828 | 0.178089209908914 |
| 253 | 0.801542566836722 | 0.396914866326556 | 0.198457433163278 |
| 254 | 0.770086329806592 | 0.459827340386817 | 0.229913670193408 |
| 255 | 0.722155187290484 | 0.555689625419031 | 0.277844812709516 |
| 256 | 0.875956133185436 | 0.248087733629129 | 0.124043866814564 |
| 257 | 0.849459041060548 | 0.301081917878903 | 0.150540958939452 |
| 258 | 0.826345905359565 | 0.34730818928087 | 0.173654094640435 |
| 259 | 0.831923223562796 | 0.336153552874407 | 0.168076776437204 |
| 260 | 0.848636175155276 | 0.302727649689447 | 0.151363824844724 |
| 261 | 0.845162514771795 | 0.30967497045641 | 0.154837485228205 |
| 262 | 0.801396042671901 | 0.397207914656197 | 0.198603957328099 |
| 263 | 0.778310490480683 | 0.443379019038634 | 0.221689509519317 |
| 264 | 0.719715416357343 | 0.560569167285314 | 0.280284583642657 |
| 265 | 0.772381154804038 | 0.455237690391924 | 0.227618845195962 |
| 266 | 0.839922673999483 | 0.320154652001034 | 0.160077326000517 |
| 267 | 0.926917810431742 | 0.146164379136515 | 0.0730821895682577 |
| 268 | 0.906671517932941 | 0.186656964134119 | 0.0933284820670593 |
| 269 | 0.865007780153342 | 0.269984439693316 | 0.134992219846658 |
| 270 | 0.926659218945848 | 0.146681562108305 | 0.0733407810541523 |
| 271 | 0.904538175266072 | 0.190923649467857 | 0.0954618247339284 |
| 272 | 0.943421373055724 | 0.113157253888553 | 0.0565786269442763 |
| 273 | 0.902042733934533 | 0.195914532130933 | 0.0979572660654666 |
| 274 | 0.903071709349389 | 0.193856581301223 | 0.0969282906506113 |
| 275 | 0.889933918420908 | 0.220132163158183 | 0.110066081579092 |
| 276 | 0.811762000333417 | 0.376475999333167 | 0.188237999666583 |
| 277 | 0.719977651286747 | 0.560044697426506 | 0.280022348713253 |
| 278 | 0.555516235808125 | 0.888967528383751 | 0.444483764191875 |
| 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 | 33 | 0.122676579925651 | NOK |
| 10% type I error level | 62 | 0.230483271375465 | NOK |
