| Multiple Linear Regression - Estimated Regression Equation |
| Learning[t] = + 5.45153304933195 + 0.0321668940555692Connected[t] + 0.0427653888947307Separate[t] + 0.558489671132888Software[t] + 0.0702334998707389Happiness[t] -0.0311264244363035Depression[t] + 0.00747850801958737Belonging[t] -0.00491058171792585t + 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) | 5.45153304933195 | 1.942794 | 2.806 | 0.005401 | 0.0027 |
| Connected | 0.0321668940555692 | 0.034424 | 0.9344 | 0.350967 | 0.175483 |
| Separate | 0.0427653888947307 | 0.035076 | 1.2192 | 0.223886 | 0.111943 |
| Software | 0.558489671132888 | 0.053726 | 10.3952 | 0 | 0 |
| Happiness | 0.0702334998707389 | 0.057809 | 1.2149 | 0.225518 | 0.112759 |
| Depression | -0.0311264244363035 | 0.041759 | -0.7454 | 0.456725 | 0.228362 |
| Belonging | 0.00747850801958737 | 0.011869 | 0.6301 | 0.529191 | 0.264595 |
| t | -0.00491058171792585 | 0.00168 | -2.9227 | 0.00378 | 0.00189 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.667212929789438 |
| R-squared | 0.445173093678205 |
| Adjusted R-squared | 0.430002045458468 |
| F-TEST (value) | 29.3435949336093 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 256 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 1.85421524491434 |
| Sum Squared Residuals | 880.157228665026 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 13 | 16.0985387854790 | -3.09853878547897 |
| 2 | 16 | 15.7506280756561 | 0.249371924343889 |
| 3 | 19 | 17.1063218899167 | 1.89367811008325 |
| 4 | 15 | 12.1616052410319 | 2.83839475896812 |
| 5 | 14 | 16.4017873467223 | -2.40178734672229 |
| 6 | 13 | 14.8470133702108 | -1.84701337021082 |
| 7 | 19 | 15.3941195404347 | 3.60588045956527 |
| 8 | 15 | 17.1034911605066 | -2.10349116050658 |
| 9 | 14 | 16.0596585119288 | -2.05965851192881 |
| 10 | 15 | 14.4613197202822 | 0.538680279717755 |
| 11 | 16 | 15.0039897785988 | 0.996010221401189 |
| 12 | 16 | 16.1957780658441 | -0.195778065844116 |
| 13 | 16 | 15.5452007954959 | 0.45479920450408 |
| 14 | 16 | 15.4975704227910 | 0.502429577209031 |
| 15 | 17 | 18.0026152345095 | -1.00261523450952 |
| 16 | 15 | 15.4966907599622 | -0.496690759962239 |
| 17 | 15 | 14.5878376596391 | 0.412162340360932 |
| 18 | 20 | 16.4221329188422 | 3.5778670811578 |
| 19 | 18 | 15.5318412924009 | 2.46815870759905 |
| 20 | 16 | 15.598397960354 | 0.401602039646002 |
| 21 | 16 | 15.3944791538427 | 0.605520846157257 |
| 22 | 16 | 15.2136141783933 | 0.78638582160669 |
| 23 | 19 | 16.4921403787265 | 2.50785962127346 |
| 24 | 16 | 15.1609192229515 | 0.839080777048478 |
| 25 | 17 | 16.1483763914647 | 0.851623608535269 |
| 26 | 17 | 16.22180307078 | 0.778196929219997 |
| 27 | 16 | 14.9083527902140 | 1.09164720978602 |
| 28 | 15 | 16.8091087350266 | -1.80910873502655 |
| 29 | 16 | 15.6848237519473 | 0.315176248052743 |
| 30 | 14 | 14.2630295587570 | -0.263029558757013 |
| 31 | 15 | 15.7659606607022 | -0.765960660702237 |
| 32 | 12 | 12.8492889523859 | -0.849288952385907 |
| 33 | 14 | 14.8039620225922 | -0.803962022592174 |
| 34 | 16 | 16.0017496144186 | -0.00174961441855540 |
| 35 | 14 | 15.4902098814983 | -1.49020988149829 |
| 36 | 10 | 13.0304769205532 | -3.03047692055322 |
| 37 | 10 | 13.0355345646574 | -3.03553456465739 |
| 38 | 14 | 15.7470324913881 | -1.74703249138813 |
| 39 | 16 | 14.554555919938 | 1.44544408006200 |
| 40 | 16 | 14.4948939247229 | 1.50510607527711 |
| 41 | 16 | 14.7205377064971 | 1.27946229350291 |
| 42 | 14 | 15.7009510594818 | -1.70095105948177 |
| 43 | 20 | 17.4871215566965 | 2.51287844330346 |
| 44 | 14 | 14.1533777639022 | -0.153377763902245 |
| 45 | 14 | 14.4623553291315 | -0.462355329131485 |
| 46 | 11 | 15.4909495615117 | -4.49094956151173 |
| 47 | 14 | 16.6307612737306 | -2.63076127373059 |
| 48 | 15 | 15.1467421663187 | -0.146742166318659 |
| 49 | 16 | 15.4178766163230 | 0.58212338367696 |
| 50 | 14 | 15.6302473667626 | -1.6302473667626 |
| 51 | 16 | 17.0252984963352 | -1.02529849633518 |
| 52 | 14 | 14.1419408813432 | -0.141940881343227 |
| 53 | 12 | 15.0171855791395 | -3.01718557913949 |
| 54 | 16 | 16.0361860907356 | -0.0361860907356081 |
| 55 | 9 | 11.3432897998036 | -2.34328979980356 |
| 56 | 14 | 12.3849781445203 | 1.61502185547966 |
| 57 | 16 | 15.8545401093022 | 0.145459890697828 |
| 58 | 16 | 15.5298832287659 | 0.47011677123408 |
| 59 | 15 | 15.1123930302181 | -0.112393030218124 |
| 60 | 16 | 14.2210605652264 | 1.77893943477357 |
| 61 | 12 | 11.5595534084662 | 0.440446591533846 |
| 62 | 16 | 15.6406817555398 | 0.359318244460177 |
| 63 | 16 | 16.5488168530774 | -0.548816853077411 |
| 64 | 14 | 14.7109860019853 | -0.710986001985279 |
| 65 | 16 | 15.3063211583342 | 0.693678841665758 |
| 66 | 17 | 16.0541860332013 | 0.945813966798659 |
| 67 | 18 | 16.3331770798611 | 1.66682292013889 |
| 68 | 18 | 14.3958881874426 | 3.60411181255738 |
| 69 | 12 | 15.8997083739692 | -3.89970837396925 |
| 70 | 16 | 15.6515786730261 | 0.348421326973927 |
| 71 | 10 | 13.4123806085750 | -3.41238060857496 |
| 72 | 14 | 14.9242951062704 | -0.924295106270414 |
| 73 | 18 | 16.9280586745433 | 1.07194132545669 |
| 74 | 18 | 17.140983623911 | 0.85901637608901 |
| 75 | 16 | 15.2322948752948 | 0.76770512470519 |
| 76 | 17 | 13.4918869897007 | 3.50811301029926 |
| 77 | 16 | 16.419099992442 | -0.419099992441987 |
| 78 | 16 | 14.5311988476754 | 1.46880115232456 |
| 79 | 13 | 15.2165773344004 | -2.21657733440037 |
| 80 | 16 | 15.1421402571569 | 0.857859742843126 |
| 81 | 16 | 15.6586274506278 | 0.341372549372196 |
| 82 | 16 | 15.7632408306317 | 0.236759169368344 |
| 83 | 15 | 15.6434137240469 | -0.643413724046948 |
| 84 | 15 | 14.8842323819227 | 0.115767618077307 |
| 85 | 16 | 14.1607354722341 | 1.83926452776585 |
| 86 | 14 | 14.1555692846506 | -0.155569284650594 |
| 87 | 16 | 15.3674881780279 | 0.632511821972129 |
| 88 | 16 | 14.8725888488247 | 1.12741115117525 |
| 89 | 15 | 14.5194813902587 | 0.480518609741331 |
| 90 | 12 | 13.9079725164080 | -1.90797251640802 |
| 91 | 17 | 16.7584943754586 | 0.241505624541383 |
| 92 | 16 | 15.8055619194036 | 0.194438080596370 |
| 93 | 15 | 15.0531067912421 | -0.0531067912420874 |
| 94 | 13 | 15.0298518503278 | -2.02985185032776 |
| 95 | 16 | 14.7436133365348 | 1.25638666346519 |
| 96 | 16 | 15.7882428813297 | 0.211757118670259 |
| 97 | 16 | 13.6773839654895 | 2.32261603451051 |
| 98 | 16 | 15.7737083756365 | 0.226291624363468 |
| 99 | 14 | 14.4297816437613 | -0.429781643761336 |
| 100 | 16 | 16.9922981106499 | -0.992298110649853 |
| 101 | 16 | 14.6766246625527 | 1.32337533744731 |
| 102 | 20 | 17.4542184425634 | 2.54578155743658 |
| 103 | 15 | 14.2396603727495 | 0.760339627250459 |
| 104 | 16 | 14.9598584444853 | 1.04014155551470 |
| 105 | 13 | 14.8422042092773 | -1.84220420927732 |
| 106 | 17 | 15.7017299648747 | 1.29827003512525 |
| 107 | 16 | 15.7011234587523 | 0.298876541247739 |
| 108 | 16 | 14.3586514687943 | 1.64134853120570 |
| 109 | 12 | 12.3043422991135 | -0.304342299113495 |
| 110 | 16 | 15.2856808956604 | 0.714319104339601 |
| 111 | 16 | 15.9928271492344 | 0.00717285076563326 |
| 112 | 17 | 15.0564093690921 | 1.94359063090789 |
| 113 | 13 | 14.2811780773625 | -1.28117807736249 |
| 114 | 12 | 14.5798742612204 | -2.57987426122044 |
| 115 | 18 | 16.1614728444387 | 1.83852715556128 |
| 116 | 14 | 15.8657328435429 | -1.86573284354288 |
| 117 | 14 | 13.2288878289070 | 0.771112171092978 |
| 118 | 13 | 14.7929151358429 | -1.79291513584292 |
| 119 | 16 | 15.5203842062240 | 0.479615793776025 |
| 120 | 13 | 14.4292215835434 | -1.42922158354343 |
| 121 | 16 | 15.3854232676415 | 0.614576732358469 |
| 122 | 13 | 15.8212093173508 | -2.82120931735076 |
| 123 | 16 | 16.8545044640026 | -0.85450446400258 |
| 124 | 15 | 15.8437647974654 | -0.84376479746541 |
| 125 | 16 | 16.7849339139009 | -0.784933913900921 |
| 126 | 15 | 14.6587216010757 | 0.341278398924294 |
| 127 | 17 | 15.4905839058456 | 1.50941609415438 |
| 128 | 15 | 14.0482521120088 | 0.951747887991243 |
| 129 | 12 | 14.6858650734517 | -2.68586507345170 |
| 130 | 16 | 13.9402714795457 | 2.05972852045428 |
| 131 | 10 | 13.7239532443361 | -3.72395324433606 |
| 132 | 16 | 13.4583321541629 | 2.54166784583712 |
| 133 | 12 | 14.1659890224415 | -2.16598902244154 |
| 134 | 14 | 15.5440460090552 | -1.54404600905523 |
| 135 | 15 | 15.0836566962205 | -0.0836566962204762 |
| 136 | 13 | 12.1121127347309 | 0.887887265269139 |
| 137 | 15 | 14.5312778069589 | 0.46872219304114 |
| 138 | 11 | 13.4989500572247 | -2.49895005722466 |
| 139 | 12 | 13.0064804164844 | -1.00648041648442 |
| 140 | 11 | 13.339956434492 | -2.33995643449199 |
| 141 | 16 | 12.8564999151223 | 3.14350008487771 |
| 142 | 15 | 13.6441244258235 | 1.35587557417655 |
| 143 | 17 | 16.8413639582837 | 0.158636041716305 |
| 144 | 16 | 14.1244038470475 | 1.87559615295253 |
| 145 | 10 | 13.2667514301309 | -3.26675143013094 |
| 146 | 18 | 15.4975454673630 | 2.50245453263696 |
| 147 | 13 | 14.9457512386837 | -1.94575123868368 |
| 148 | 16 | 14.8430101053070 | 1.15698989469302 |
| 149 | 13 | 12.82722767011 | 0.172772329889987 |
| 150 | 10 | 12.9004577169405 | -2.90045771694048 |
| 151 | 15 | 15.8784182905414 | -0.878418290541436 |
| 152 | 16 | 13.8248630916881 | 2.17513690831192 |
| 153 | 16 | 11.8525810147495 | 4.14741898525048 |
| 154 | 14 | 12.3963025182653 | 1.60369748173468 |
| 155 | 10 | 12.4816282956809 | -2.4816282956809 |
| 156 | 17 | 16.4393065637934 | 0.560693436206563 |
| 157 | 13 | 11.7066858547318 | 1.29331414526825 |
| 158 | 15 | 13.9009346604710 | 1.09906533952902 |
| 159 | 16 | 14.5373961332024 | 1.46260386679759 |
| 160 | 12 | 12.6989037635456 | -0.6989037635456 |
| 161 | 13 | 12.6931049205989 | 0.306895079401114 |
| 162 | 13 | 12.6702041146490 | 0.329795885350963 |
| 163 | 12 | 12.3813576310274 | -0.381357631027413 |
| 164 | 17 | 16.2130980179022 | 0.786901982097844 |
| 165 | 15 | 13.6682202782511 | 1.33177972174891 |
| 166 | 10 | 11.6197611469958 | -1.61976114699577 |
| 167 | 14 | 14.3441924705758 | -0.344192470575764 |
| 168 | 11 | 14.1943469919182 | -3.19434699191817 |
| 169 | 13 | 14.7895963339482 | -1.78959633394817 |
| 170 | 16 | 14.3871926838976 | 1.61280731610236 |
| 171 | 12 | 10.4815320179531 | 1.51846798204690 |
| 172 | 16 | 15.3377881046553 | 0.662211895344686 |
| 173 | 12 | 13.8444384221823 | -1.84443842218235 |
| 174 | 9 | 11.3336124343809 | -2.3336124343809 |
| 175 | 12 | 14.9070414350127 | -2.90704143501266 |
| 176 | 15 | 14.4730075744532 | 0.526992425546797 |
| 177 | 12 | 12.2943276210920 | -0.294327621092045 |
| 178 | 12 | 12.6503684441930 | -0.650368444193027 |
| 179 | 14 | 13.7938681954925 | 0.206131804507502 |
| 180 | 12 | 13.2889048934373 | -1.28890489343726 |
| 181 | 16 | 15.0068737606415 | 0.993126239358496 |
| 182 | 11 | 11.4515058779588 | -0.451505877958803 |
| 183 | 19 | 16.7015767685106 | 2.29842323148939 |
| 184 | 15 | 15.1109818809655 | -0.110981880965516 |
| 185 | 8 | 14.5969865862610 | -6.59698658626102 |
| 186 | 16 | 14.6989355568994 | 1.30106444310065 |
| 187 | 17 | 14.3895807084944 | 2.61041929150556 |
| 188 | 12 | 12.3486229107255 | -0.348622910725456 |
| 189 | 11 | 11.4120697144516 | -0.412069714451611 |
| 190 | 11 | 10.4549680631895 | 0.545031936810458 |
| 191 | 14 | 14.4364908904417 | -0.436490890441748 |
| 192 | 16 | 15.3764277982820 | 0.62357220171798 |
| 193 | 12 | 9.72248141934327 | 2.27751858065673 |
| 194 | 16 | 14.0886404643777 | 1.91135953562229 |
| 195 | 13 | 13.6328845134380 | -0.632884513437968 |
| 196 | 15 | 14.9989754108533 | 0.00102458914673653 |
| 197 | 16 | 12.9126260121705 | 3.08737398782951 |
| 198 | 16 | 14.9919436450660 | 1.00805635493404 |
| 199 | 14 | 12.4076330969111 | 1.59236690308889 |
| 200 | 16 | 14.4603615475735 | 1.53963845242654 |
| 201 | 16 | 14.0333200029035 | 1.96667999709652 |
| 202 | 14 | 13.2954618359923 | 0.704538164007682 |
| 203 | 11 | 13.3129603848872 | -2.31296038488723 |
| 204 | 12 | 14.4949222642595 | -2.4949222642595 |
| 205 | 15 | 12.6778762991469 | 2.32212370085312 |
| 206 | 15 | 14.4188365698392 | 0.581163430160789 |
| 207 | 16 | 14.5320147838526 | 1.46798521614739 |
| 208 | 16 | 14.8431254461590 | 1.15687455384097 |
| 209 | 11 | 13.5801453187234 | -2.58014531872336 |
| 210 | 15 | 13.8885534096533 | 1.11144659034666 |
| 211 | 12 | 14.2037853885328 | -2.20378538853276 |
| 212 | 12 | 15.7224255491506 | -3.72242554915059 |
| 213 | 15 | 14.1090793589769 | 0.890920641023053 |
| 214 | 15 | 12.0905788116402 | 2.90942118835982 |
| 215 | 16 | 14.4647432573063 | 1.53525674269368 |
| 216 | 14 | 13.0805138671753 | 0.919486132824675 |
| 217 | 17 | 14.5748713248213 | 2.42512867517873 |
| 218 | 14 | 13.9049231073214 | 0.0950768926785521 |
| 219 | 13 | 11.8321054700474 | 1.16789452995262 |
| 220 | 15 | 15.1299096914369 | -0.129909691436863 |
| 221 | 13 | 14.5726876835671 | -1.57268768356711 |
| 222 | 14 | 13.8921489634354 | 0.107851036564569 |
| 223 | 15 | 14.1999876889948 | 0.800012311005216 |
| 224 | 12 | 13.0554532006112 | -1.05545320061118 |
| 225 | 13 | 12.2689174915128 | 0.731082508487161 |
| 226 | 8 | 11.6573695969631 | -3.65736959696312 |
| 227 | 14 | 13.6832791328481 | 0.316720867151934 |
| 228 | 14 | 12.8142890945427 | 1.18571090545734 |
| 229 | 11 | 12.1978908737620 | -1.19789087376204 |
| 230 | 12 | 12.8303898458872 | -0.83038984588718 |
| 231 | 13 | 11.1854887383650 | 1.81451126163496 |
| 232 | 10 | 13.2189058291037 | -3.21890582910369 |
| 233 | 16 | 11.348787511322 | 4.65121248867801 |
| 234 | 18 | 15.7737516733149 | 2.22624832668513 |
| 235 | 13 | 13.7266606548843 | -0.72666065488433 |
| 236 | 11 | 13.2215618348084 | -2.22156183480842 |
| 237 | 4 | 10.9938193483991 | -6.99381934839914 |
| 238 | 13 | 14.1796817218455 | -1.17968172184546 |
| 239 | 16 | 14.1367439630088 | 1.86325603699122 |
| 240 | 10 | 11.5930618646107 | -1.59306186461068 |
| 241 | 12 | 12.1626452683162 | -0.162645268316154 |
| 242 | 12 | 13.3960154190304 | -1.39601541903039 |
| 243 | 10 | 8.81036730048707 | 1.18963269951293 |
| 244 | 13 | 10.9797489991871 | 2.02025100081286 |
| 245 | 15 | 13.5802095891207 | 1.41979041087934 |
| 246 | 12 | 11.8071329179159 | 0.192867082084079 |
| 247 | 14 | 12.745833303401 | 1.25416669659900 |
| 248 | 10 | 12.3830320431314 | -2.38303204313137 |
| 249 | 12 | 10.7045626835548 | 1.29543731644515 |
| 250 | 12 | 11.5222473456141 | 0.477752654385854 |
| 251 | 11 | 11.7208297915302 | -0.720829791530176 |
| 252 | 10 | 11.5207040112402 | -1.52070401124024 |
| 253 | 12 | 11.2737442088263 | 0.726255791173698 |
| 254 | 16 | 12.7074968396978 | 3.29250316030215 |
| 255 | 12 | 13.2078556645355 | -1.20785566453552 |
| 256 | 14 | 13.7197084126368 | 0.280291587363209 |
| 257 | 16 | 14.1388849696129 | 1.86111503038709 |
| 258 | 14 | 11.5536798517218 | 2.44632014827823 |
| 259 | 13 | 14.0549432381567 | -1.05494323815667 |
| 260 | 4 | 9.3330935436994 | -5.33309354369941 |
| 261 | 15 | 13.5531018279656 | 1.44689817203439 |
| 262 | 11 | 14.7741198188765 | -3.77411981887649 |
| 263 | 11 | 11.1662281765916 | -0.166228176591611 |
| 264 | 14 | 12.6310833706034 | 1.36891662939664 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.402475229471653 | 0.804950458943307 | 0.597524770528347 |
| 12 | 0.799813019552283 | 0.400373960895434 | 0.200186980447717 |
| 13 | 0.760826664987249 | 0.478346670025502 | 0.239173335012751 |
| 14 | 0.673552621178249 | 0.652894757643502 | 0.326447378821751 |
| 15 | 0.618114699975933 | 0.763770600048135 | 0.381885300024067 |
| 16 | 0.680833200974806 | 0.638333598050388 | 0.319166799025194 |
| 17 | 0.608142628027366 | 0.783714743945269 | 0.391857371972634 |
| 18 | 0.857694380421813 | 0.284611239156373 | 0.142305619578187 |
| 19 | 0.830980289213744 | 0.338039421572512 | 0.169019710786256 |
| 20 | 0.780467388615392 | 0.439065222769216 | 0.219532611384608 |
| 21 | 0.716435090676601 | 0.567129818646798 | 0.283564909323399 |
| 22 | 0.677924859700136 | 0.644150280599728 | 0.322075140299864 |
| 23 | 0.64008062396809 | 0.71983875206382 | 0.35991937603191 |
| 24 | 0.608002819411591 | 0.783994361176817 | 0.391997180588409 |
| 25 | 0.544602520253449 | 0.910794959493103 | 0.455397479746551 |
| 26 | 0.495118873916556 | 0.990237747833111 | 0.504881126083444 |
| 27 | 0.435695066526812 | 0.871390133053624 | 0.564304933473188 |
| 28 | 0.489428727652138 | 0.978857455304276 | 0.510571272347862 |
| 29 | 0.429531193251687 | 0.859062386503374 | 0.570468806748313 |
| 30 | 0.43911069134142 | 0.87822138268284 | 0.56088930865858 |
| 31 | 0.390777631300563 | 0.781555262601126 | 0.609222368699437 |
| 32 | 0.386536250945879 | 0.773072501891758 | 0.613463749054121 |
| 33 | 0.367573743538395 | 0.735147487076789 | 0.632426256461605 |
| 34 | 0.311946111516887 | 0.623892223033773 | 0.688053888483113 |
| 35 | 0.300790075632003 | 0.601580151264006 | 0.699209924367997 |
| 36 | 0.399446956221477 | 0.798893912442955 | 0.600553043778523 |
| 37 | 0.480233640547253 | 0.960467281094507 | 0.519766359452747 |
| 38 | 0.456414493869952 | 0.912828987739904 | 0.543585506130048 |
| 39 | 0.504036781673619 | 0.991926436652762 | 0.495963218326381 |
| 40 | 0.484662564347358 | 0.969325128694716 | 0.515337435652642 |
| 41 | 0.448981538814127 | 0.897963077628253 | 0.551018461185873 |
| 42 | 0.419330929144973 | 0.838661858289946 | 0.580669070855027 |
| 43 | 0.435488787174067 | 0.870977574348133 | 0.564511212825933 |
| 44 | 0.388357018766528 | 0.776714037533056 | 0.611642981233472 |
| 45 | 0.349784441710685 | 0.699568883421369 | 0.650215558289315 |
| 46 | 0.574490258949647 | 0.851019482100707 | 0.425509741050353 |
| 47 | 0.592513782373666 | 0.814972435252669 | 0.407486217626334 |
| 48 | 0.554065143583589 | 0.891869712832823 | 0.445934856416411 |
| 49 | 0.541344029892326 | 0.917311940215348 | 0.458655970107674 |
| 50 | 0.514186099361112 | 0.971627801277775 | 0.485813900638888 |
| 51 | 0.469970781504948 | 0.939941563009895 | 0.530029218495052 |
| 52 | 0.428427599419145 | 0.85685519883829 | 0.571572400580855 |
| 53 | 0.435661290444540 | 0.871322580889079 | 0.56433870955546 |
| 54 | 0.406008878029808 | 0.812017756059616 | 0.593991121970192 |
| 55 | 0.404277688955219 | 0.808555377910438 | 0.595722311044781 |
| 56 | 0.420734697246853 | 0.841469394493707 | 0.579265302753147 |
| 57 | 0.380141520587537 | 0.760283041175074 | 0.619858479412463 |
| 58 | 0.365628947608547 | 0.731257895217094 | 0.634371052391453 |
| 59 | 0.326508005567850 | 0.653016011135699 | 0.67349199443215 |
| 60 | 0.353372037232726 | 0.706744074465452 | 0.646627962767274 |
| 61 | 0.327220430673944 | 0.654440861347888 | 0.672779569326056 |
| 62 | 0.293131978019975 | 0.58626395603995 | 0.706868021980025 |
| 63 | 0.259117537401109 | 0.518235074802219 | 0.74088246259889 |
| 64 | 0.226514476962293 | 0.453028953924587 | 0.773485523037706 |
| 65 | 0.20290948858784 | 0.40581897717568 | 0.79709051141216 |
| 66 | 0.193131794747019 | 0.386263589494038 | 0.806868205252981 |
| 67 | 0.19583124519953 | 0.39166249039906 | 0.80416875480047 |
| 68 | 0.309302990917946 | 0.618605981835892 | 0.690697009082054 |
| 69 | 0.422218465126527 | 0.844436930253053 | 0.577781534873473 |
| 70 | 0.390197657422745 | 0.78039531484549 | 0.609802342577255 |
| 71 | 0.462670997051231 | 0.925341994102462 | 0.537329002948769 |
| 72 | 0.427799440490201 | 0.855598880980403 | 0.572200559509799 |
| 73 | 0.421024395746238 | 0.842048791492476 | 0.578975604253762 |
| 74 | 0.399631793508307 | 0.799263587016614 | 0.600368206491693 |
| 75 | 0.363591795361298 | 0.727183590722596 | 0.636408204638702 |
| 76 | 0.441561638540613 | 0.883123277081226 | 0.558438361459387 |
| 77 | 0.403416720425512 | 0.806833440851025 | 0.596583279574488 |
| 78 | 0.382623079741808 | 0.765246159483616 | 0.617376920258192 |
| 79 | 0.392051967190838 | 0.784103934381676 | 0.607948032809162 |
| 80 | 0.357774230719215 | 0.715548461438429 | 0.642225769280785 |
| 81 | 0.326049221426077 | 0.652098442852154 | 0.673950778573923 |
| 82 | 0.294041160294514 | 0.588082320589028 | 0.705958839705486 |
| 83 | 0.267059646529438 | 0.534119293058876 | 0.732940353470562 |
| 84 | 0.23709403574818 | 0.47418807149636 | 0.76290596425182 |
| 85 | 0.234219607694564 | 0.468439215389128 | 0.765780392305436 |
| 86 | 0.205457331994003 | 0.410914663988006 | 0.794542668005997 |
| 87 | 0.182360085247981 | 0.364720170495963 | 0.817639914752019 |
| 88 | 0.168667246980520 | 0.337334493961039 | 0.83133275301948 |
| 89 | 0.146035404763234 | 0.292070809526467 | 0.853964595236766 |
| 90 | 0.141401398675104 | 0.282802797350207 | 0.858598601324896 |
| 91 | 0.121453403152488 | 0.242906806304977 | 0.878546596847512 |
| 92 | 0.105538335362566 | 0.211076670725132 | 0.894461664637434 |
| 93 | 0.09047315031227 | 0.18094630062454 | 0.90952684968773 |
| 94 | 0.0944517045305446 | 0.188903409061089 | 0.905548295469455 |
| 95 | 0.0851452882570969 | 0.170290576514194 | 0.914854711742903 |
| 96 | 0.0713437597109419 | 0.142687519421884 | 0.928656240289058 |
| 97 | 0.0765390419752528 | 0.153078083950506 | 0.923460958024747 |
| 98 | 0.0639172957190728 | 0.127834591438146 | 0.936082704280927 |
| 99 | 0.0532560540094882 | 0.106512108018976 | 0.946743945990512 |
| 100 | 0.047196464347765 | 0.09439292869553 | 0.952803535652235 |
| 101 | 0.0418237708668177 | 0.0836475417336354 | 0.958176229133182 |
| 102 | 0.0495646640737906 | 0.0991293281475813 | 0.95043533592621 |
| 103 | 0.0418159325305985 | 0.083631865061197 | 0.958184067469402 |
| 104 | 0.0371546247444248 | 0.0743092494888495 | 0.962845375255575 |
| 105 | 0.0443799645112816 | 0.0887599290225631 | 0.955620035488718 |
| 106 | 0.0392467240758448 | 0.0784934481516896 | 0.960753275924155 |
| 107 | 0.0321015407475388 | 0.0642030814950776 | 0.967898459252461 |
| 108 | 0.0306389619503833 | 0.0612779239007667 | 0.969361038049617 |
| 109 | 0.0249766509276470 | 0.0499533018552939 | 0.975023349072353 |
| 110 | 0.0206802880721734 | 0.0413605761443469 | 0.979319711927827 |
| 111 | 0.0165367018611439 | 0.0330734037222877 | 0.983463298138856 |
| 112 | 0.0174610968140098 | 0.0349221936280197 | 0.98253890318599 |
| 113 | 0.0151868048729551 | 0.0303736097459102 | 0.984813195127045 |
| 114 | 0.0203427840188146 | 0.0406855680376292 | 0.979657215981185 |
| 115 | 0.0195545789159241 | 0.0391091578318481 | 0.980445421084076 |
| 116 | 0.0191565828176053 | 0.0383131656352107 | 0.980843417182395 |
| 117 | 0.0161895415427554 | 0.0323790830855109 | 0.983810458457245 |
| 118 | 0.0161428798213071 | 0.0322857596426143 | 0.983857120178693 |
| 119 | 0.0131115966255751 | 0.0262231932511502 | 0.986888403374425 |
| 120 | 0.0118512862501971 | 0.0237025725003941 | 0.988148713749803 |
| 121 | 0.00961138913138503 | 0.0192227782627701 | 0.990388610868615 |
| 122 | 0.0142976132082602 | 0.0285952264165205 | 0.98570238679174 |
| 123 | 0.01191824859868 | 0.02383649719736 | 0.98808175140132 |
| 124 | 0.0100417231243228 | 0.0200834462486456 | 0.989958276875677 |
| 125 | 0.00820386346908054 | 0.0164077269381611 | 0.99179613653092 |
| 126 | 0.00652402141000318 | 0.0130480428200064 | 0.993475978589997 |
| 127 | 0.00592499471708863 | 0.0118499894341773 | 0.994075005282911 |
| 128 | 0.00498958031437574 | 0.00997916062875147 | 0.995010419685624 |
| 129 | 0.00679676778773438 | 0.0135935355754688 | 0.993203232212266 |
| 130 | 0.00737896470885787 | 0.0147579294177157 | 0.992621035291142 |
| 131 | 0.0150380035701471 | 0.0300760071402942 | 0.984961996429853 |
| 132 | 0.0179020011010291 | 0.0358040022020581 | 0.982097998898971 |
| 133 | 0.0190014277786268 | 0.0380028555572536 | 0.980998572221373 |
| 134 | 0.0179399512149193 | 0.0358799024298386 | 0.98206004878508 |
| 135 | 0.0143280831078872 | 0.0286561662157743 | 0.985671916892113 |
| 136 | 0.0122309426263336 | 0.0244618852526672 | 0.987769057373666 |
| 137 | 0.00990648741823738 | 0.0198129748364748 | 0.990093512581763 |
| 138 | 0.0125384210857651 | 0.0250768421715302 | 0.987461578914235 |
| 139 | 0.0107618216212594 | 0.0215236432425187 | 0.98923817837874 |
| 140 | 0.0129052955180907 | 0.0258105910361813 | 0.98709470448191 |
| 141 | 0.0201560166619607 | 0.0403120333239213 | 0.97984398333804 |
| 142 | 0.0185242814551175 | 0.0370485629102349 | 0.981475718544883 |
| 143 | 0.0150205312093494 | 0.0300410624186988 | 0.98497946879065 |
| 144 | 0.0157236012587871 | 0.0314472025175742 | 0.984276398741213 |
| 145 | 0.0266974551191017 | 0.0533949102382034 | 0.973302544880898 |
| 146 | 0.0328992839312784 | 0.0657985678625569 | 0.967100716068721 |
| 147 | 0.0347106625346168 | 0.0694213250692335 | 0.965289337465383 |
| 148 | 0.0308268157911580 | 0.0616536315823159 | 0.969173184208842 |
| 149 | 0.0251694491161798 | 0.0503388982323596 | 0.97483055088382 |
| 150 | 0.0347431669180131 | 0.0694863338360262 | 0.965256833081987 |
| 151 | 0.0295649645330981 | 0.0591299290661961 | 0.970435035466902 |
| 152 | 0.0312118999658567 | 0.0624237999317135 | 0.968788100034143 |
| 153 | 0.0614921647203982 | 0.122984329440796 | 0.938507835279602 |
| 154 | 0.0592693484311593 | 0.118538696862319 | 0.94073065156884 |
| 155 | 0.066851467294983 | 0.133702934589966 | 0.933148532705017 |
| 156 | 0.0568828372036414 | 0.113765674407283 | 0.943117162796359 |
| 157 | 0.0507263507797272 | 0.101452701559454 | 0.949273649220273 |
| 158 | 0.0443069457737607 | 0.0886138915475213 | 0.95569305422624 |
| 159 | 0.0428963705597263 | 0.0857927411194525 | 0.957103629440274 |
| 160 | 0.0368289288531124 | 0.0736578577062248 | 0.963171071146888 |
| 161 | 0.0301494047603984 | 0.0602988095207967 | 0.969850595239602 |
| 162 | 0.0246882511172220 | 0.0493765022344441 | 0.975311748882778 |
| 163 | 0.0204556922545628 | 0.0409113845091255 | 0.979544307745437 |
| 164 | 0.0174663342278843 | 0.0349326684557686 | 0.982533665772116 |
| 165 | 0.0152899712295870 | 0.0305799424591739 | 0.984710028770413 |
| 166 | 0.0162158571129129 | 0.0324317142258259 | 0.983784142887087 |
| 167 | 0.0129519190795866 | 0.0259038381591732 | 0.987048080920413 |
| 168 | 0.0190097943455472 | 0.0380195886910944 | 0.980990205654453 |
| 169 | 0.0193145060535542 | 0.0386290121071084 | 0.980685493946446 |
| 170 | 0.0178019312531851 | 0.0356038625063702 | 0.982198068746815 |
| 171 | 0.0163272135588430 | 0.0326544271176859 | 0.983672786441157 |
| 172 | 0.0131776500985954 | 0.0263553001971908 | 0.986822349901405 |
| 173 | 0.0128128065802384 | 0.0256256131604767 | 0.987187193419762 |
| 174 | 0.0146859512169986 | 0.0293719024339971 | 0.985314048783001 |
| 175 | 0.0188929908902687 | 0.0377859817805374 | 0.981107009109731 |
| 176 | 0.0151454063778122 | 0.0302908127556244 | 0.984854593622188 |
| 177 | 0.0119808719881983 | 0.0239617439763966 | 0.988019128011802 |
| 178 | 0.0100781507238406 | 0.0201563014476812 | 0.98992184927616 |
| 179 | 0.007837987409293 | 0.015675974818586 | 0.992162012590707 |
| 180 | 0.00689228384446787 | 0.0137845676889357 | 0.993107716155532 |
| 181 | 0.00557929233420559 | 0.0111585846684112 | 0.994420707665794 |
| 182 | 0.00430170227341235 | 0.0086034045468247 | 0.995698297726588 |
| 183 | 0.00454272486774686 | 0.00908544973549373 | 0.995457275132253 |
| 184 | 0.00346340780470004 | 0.00692681560940007 | 0.9965365921953 |
| 185 | 0.0945485528934925 | 0.189097105786985 | 0.905451447106507 |
| 186 | 0.0837673286341582 | 0.167534657268316 | 0.916232671365842 |
| 187 | 0.0937319873577427 | 0.187463974715485 | 0.906268012642257 |
| 188 | 0.0791422429758007 | 0.158284485951601 | 0.9208577570242 |
| 189 | 0.0705418654748856 | 0.141083730949771 | 0.929458134525114 |
| 190 | 0.0596705613214319 | 0.119341122642864 | 0.940329438678568 |
| 191 | 0.0516888003813333 | 0.103377600762667 | 0.948311199618667 |
| 192 | 0.0430109766894643 | 0.0860219533789286 | 0.956989023310536 |
| 193 | 0.0433120762544696 | 0.0866241525089393 | 0.95668792374553 |
| 194 | 0.0410696683806253 | 0.0821393367612507 | 0.958930331619375 |
| 195 | 0.0357027738981950 | 0.0714055477963901 | 0.964297226101805 |
| 196 | 0.0284550140215669 | 0.0569100280431338 | 0.971544985978433 |
| 197 | 0.0373222402395989 | 0.0746444804791978 | 0.962677759760401 |
| 198 | 0.0305194995352497 | 0.0610389990704994 | 0.96948050046475 |
| 199 | 0.0274057819364692 | 0.0548115638729385 | 0.97259421806353 |
| 200 | 0.0232765389624399 | 0.0465530779248797 | 0.97672346103756 |
| 201 | 0.0213113555866387 | 0.0426227111732773 | 0.978688644413361 |
| 202 | 0.017816554441518 | 0.035633108883036 | 0.982183445558482 |
| 203 | 0.0198469109119102 | 0.0396938218238205 | 0.98015308908809 |
| 204 | 0.0263675080730801 | 0.0527350161461602 | 0.97363249192692 |
| 205 | 0.0278237067069442 | 0.0556474134138884 | 0.972176293293056 |
| 206 | 0.0217503282101579 | 0.0435006564203158 | 0.978249671789842 |
| 207 | 0.0193869270812976 | 0.0387738541625953 | 0.980613072918702 |
| 208 | 0.0154903722401228 | 0.0309807444802457 | 0.984509627759877 |
| 209 | 0.0180778994705218 | 0.0361557989410435 | 0.981922100529478 |
| 210 | 0.0149636941222892 | 0.0299273882445784 | 0.98503630587771 |
| 211 | 0.0183958392351673 | 0.0367916784703345 | 0.981604160764833 |
| 212 | 0.0324717611190881 | 0.0649435222381763 | 0.967528238880912 |
| 213 | 0.0253710945551448 | 0.0507421891102895 | 0.974628905444855 |
| 214 | 0.0314791169033977 | 0.0629582338067955 | 0.968520883096602 |
| 215 | 0.0267612504796719 | 0.0535225009593438 | 0.973238749520328 |
| 216 | 0.0207293671329075 | 0.0414587342658149 | 0.979270632867093 |
| 217 | 0.0231370663002716 | 0.0462741326005433 | 0.976862933699728 |
| 218 | 0.0196067553481166 | 0.0392135106962332 | 0.980393244651883 |
| 219 | 0.018294390391927 | 0.036588780783854 | 0.981705609608073 |
| 220 | 0.0137419038079818 | 0.0274838076159636 | 0.986258096192018 |
| 221 | 0.0114025137241161 | 0.0228050274482322 | 0.988597486275884 |
| 222 | 0.00831154801890274 | 0.0166230960378055 | 0.991688451981097 |
| 223 | 0.00641631381835698 | 0.0128326276367140 | 0.993583686181643 |
| 224 | 0.00491691159901379 | 0.00983382319802759 | 0.995083088400986 |
| 225 | 0.00343960111377309 | 0.00687920222754618 | 0.996560398886227 |
| 226 | 0.00710199123298353 | 0.0142039824659671 | 0.992898008767017 |
| 227 | 0.00565156735869477 | 0.0113031347173895 | 0.994348432641305 |
| 228 | 0.00412261775956938 | 0.00824523551913875 | 0.99587738224043 |
| 229 | 0.00293161983497722 | 0.00586323966995445 | 0.997068380165023 |
| 230 | 0.00207599045903008 | 0.00415198091806016 | 0.99792400954097 |
| 231 | 0.00226850989205011 | 0.00453701978410022 | 0.99773149010795 |
| 232 | 0.0077985191670701 | 0.0155970383341402 | 0.99220148083293 |
| 233 | 0.0293698404957630 | 0.0587396809915259 | 0.970630159504237 |
| 234 | 0.0449507472439715 | 0.089901494487943 | 0.955049252756029 |
| 235 | 0.0330914105808940 | 0.0661828211617879 | 0.966908589419106 |
| 236 | 0.0271011514226525 | 0.054202302845305 | 0.972898848577348 |
| 237 | 0.238959015911461 | 0.477918031822922 | 0.761040984088539 |
| 238 | 0.19294927201925 | 0.3858985440385 | 0.80705072798075 |
| 239 | 0.163289925162300 | 0.326579850324601 | 0.8367100748377 |
| 240 | 0.130447620662191 | 0.260895241324381 | 0.86955237933781 |
| 241 | 0.116817470818194 | 0.233634941636387 | 0.883182529181806 |
| 242 | 0.177907984064825 | 0.35581596812965 | 0.822092015935175 |
| 243 | 0.150453950204245 | 0.300907900408490 | 0.849546049795755 |
| 244 | 0.151452822534991 | 0.302905645069982 | 0.84854717746501 |
| 245 | 0.132852249443852 | 0.265704498887705 | 0.867147750556148 |
| 246 | 0.116475820843447 | 0.232951641686895 | 0.883524179156553 |
| 247 | 0.0792562973088716 | 0.158512594617743 | 0.920743702691128 |
| 248 | 0.0704290884946226 | 0.140858176989245 | 0.929570911505377 |
| 249 | 0.0534977901152154 | 0.106995580230431 | 0.946502209884785 |
| 250 | 0.130779813206018 | 0.261559626412036 | 0.869220186793982 |
| 251 | 0.107472861596092 | 0.214945723192184 | 0.892527138403908 |
| 252 | 0.54397838950358 | 0.91204322099284 | 0.45602161049642 |
| 253 | 0.382288727481096 | 0.764577454962192 | 0.617711272518904 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 10 | 0.0411522633744856 | NOK |
| 5% type I error level | 86 | 0.353909465020576 | NOK |
| 10% type I error level | 125 | 0.51440329218107 | NOK |
