| Multiple Linear Regression - Estimated Regression Equation |
| Beter[t] = + 0.100424275627105 + 0.478734981134432Fout[t] + 0.1972068503929Ouders[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) | 0.100424275627105 | 0.071709 | 1.4004 | 0.162463 | 0.081231 |
| Fout | 0.478734981134432 | 0.045477 | 10.5269 | 0 | 0 |
| Ouders | 0.1972068503929 | 0.04338 | 4.546 | 8e-06 | 4e-06 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.821266316229482 |
| R-squared | 0.674478362173144 |
| Adjusted R-squared | 0.672201987083445 |
| F-TEST (value) | 296.294914324747 |
| F-TEST (DF numerator) | 2 |
| F-TEST (DF denominator) | 286 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 0.777556555114345 |
| Sum Squared Residuals | 172.913940170768 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 1 | 2.80419160173643 | -1.80419160173643 |
| 2 | 4 | 2.1282497702091 | 1.8717502297909 |
| 3 | 4 | 2.60698475134353 | 1.39301524865647 |
| 4 | 0 | 0.100424275627105 | -0.100424275627105 |
| 5 | 0 | 0.100424275627105 | -0.100424275627105 |
| 6 | 1 | 2.80419160173643 | -1.80419160173643 |
| 7 | 3 | 2.1282497702091 | 0.871750229790899 |
| 8 | 0 | 0.100424275627105 | -0.100424275627105 |
| 9 | 0 | 0.100424275627105 | -0.100424275627105 |
| 10 | 4 | 3.00139845212933 | 0.998601547870667 |
| 11 | 0 | 0.100424275627105 | -0.100424275627105 |
| 12 | 2 | 0.776366107154437 | 1.22363389284556 |
| 13 | 0 | 0.100424275627105 | -0.100424275627105 |
| 14 | 2 | 1.45230793868177 | 0.547692061318231 |
| 15 | 0 | 0.100424275627105 | -0.100424275627105 |
| 16 | 0 | 0.100424275627105 | -0.100424275627105 |
| 17 | 4 | 2.80419160173643 | 1.19580839826357 |
| 18 | 4 | 2.80419160173643 | 1.19580839826357 |
| 19 | 2 | 1.45230793868177 | 0.547692061318231 |
| 20 | 0 | 0.100424275627105 | -0.100424275627105 |
| 21 | 4 | 2.325456620602 | 1.674543379398 |
| 22 | 2 | 1.45230793868177 | 0.547692061318231 |
| 23 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 24 | 0 | 0.100424275627105 | -0.100424275627105 |
| 25 | 0 | 0.100424275627105 | -0.100424275627105 |
| 26 | 1 | 2.40977790095063 | -1.40977790095063 |
| 27 | 1 | 1.84672163946757 | -0.84672163946757 |
| 28 | 0 | 0.100424275627105 | -0.100424275627105 |
| 29 | 2 | 2.40977790095063 | -0.409777900950632 |
| 30 | 1 | 1.64951478907467 | -0.649514789074669 |
| 31 | 2 | 2.80419160173643 | -0.804191601736433 |
| 32 | 0 | 0.100424275627105 | -0.100424275627105 |
| 33 | 2 | 1.84672163946757 | 0.15327836053243 |
| 34 | 1 | 1.45230793868177 | -0.452307938681769 |
| 35 | 0 | 0.100424275627105 | -0.100424275627105 |
| 36 | 4 | 2.40977790095063 | 1.59022209904937 |
| 37 | 4 | 2.325456620602 | 1.674543379398 |
| 38 | 0 | 0.100424275627105 | -0.100424275627105 |
| 39 | 2 | 2.1282497702091 | -0.128249770209101 |
| 40 | 0 | 0.100424275627105 | -0.100424275627105 |
| 41 | 0 | 0.100424275627105 | -0.100424275627105 |
| 42 | 1 | 1.84672163946757 | -0.84672163946757 |
| 43 | 4 | 2.80419160173643 | 1.19580839826357 |
| 44 | 2 | 2.80419160173643 | -0.804191601736433 |
| 45 | 0 | 0.100424275627105 | -0.100424275627105 |
| 46 | 3 | 1.84672163946757 | 1.15327836053243 |
| 47 | 3 | 2.60698475134353 | 0.393015248656467 |
| 48 | 3 | 2.40977790095063 | 0.590222099049368 |
| 49 | 0 | 0.100424275627105 | -0.100424275627105 |
| 50 | 0 | 0.100424275627105 | -0.100424275627105 |
| 51 | 2 | 2.80419160173643 | -0.804191601736433 |
| 52 | 0 | 0.100424275627105 | -0.100424275627105 |
| 53 | 2 | 2.325456620602 | -0.325456620602001 |
| 54 | 1 | 2.21257105055773 | -1.21257105055773 |
| 55 | 1 | 1.9310429198162 | -0.9310429198162 |
| 56 | 3 | 2.325456620602 | 0.674543379397999 |
| 57 | 0 | 0.100424275627105 | -0.100424275627105 |
| 58 | 0 | 0.100424275627105 | -0.100424275627105 |
| 59 | 0 | 0.100424275627105 | -0.100424275627105 |
| 60 | 0 | 0.100424275627105 | -0.100424275627105 |
| 61 | 3 | 3.08571973247796 | -0.0857197324779643 |
| 62 | 4 | 2.80419160173643 | 1.19580839826357 |
| 63 | 4 | 2.80419160173643 | 1.19580839826357 |
| 64 | 2 | 2.60698475134353 | -0.606984751343533 |
| 65 | 0 | 0.100424275627105 | -0.100424275627105 |
| 66 | 0 | 0.100424275627105 | -0.100424275627105 |
| 67 | 0 | 0.100424275627105 | -0.100424275627105 |
| 68 | 2 | 2.80419160173643 | -0.804191601736433 |
| 69 | 0 | 0.100424275627105 | -0.100424275627105 |
| 70 | 0 | 0.100424275627105 | -0.100424275627105 |
| 71 | 0 | 0.100424275627105 | -0.100424275627105 |
| 72 | 2 | 2.40977790095063 | -0.409777900950632 |
| 73 | 0 | 0.100424275627105 | -0.100424275627105 |
| 74 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 75 | 2 | 2.80419160173643 | -0.804191601736433 |
| 76 | 2 | 2.80419160173643 | -0.804191601736433 |
| 77 | 2 | 1.17077980794024 | 0.829220192059762 |
| 78 | 0 | 0.100424275627105 | -0.100424275627105 |
| 79 | 0 | 0.100424275627105 | -0.100424275627105 |
| 80 | 0 | 0.100424275627105 | -0.100424275627105 |
| 81 | 1 | 1.36798665833314 | -0.367986658333138 |
| 82 | 2 | 2.80419160173643 | -0.804191601736433 |
| 83 | 0 | 0.100424275627105 | -0.100424275627105 |
| 84 | 5 | 2.69130603169216 | 2.30869396830784 |
| 85 | 4 | 2.04392848986047 | 1.95607151013953 |
| 86 | 1 | 2.40977790095063 | -1.40977790095063 |
| 87 | 2 | 2.80419160173643 | -0.804191601736433 |
| 88 | 3 | 2.40977790095063 | 0.590222099049368 |
| 89 | 1 | 2.5226634709949 | -1.5226634709949 |
| 90 | 0 | 0.100424275627105 | -0.100424275627105 |
| 91 | 4 | 2.80419160173643 | 1.19580839826357 |
| 92 | 0 | 0.100424275627105 | -0.100424275627105 |
| 93 | 2 | 2.40977790095063 | -0.409777900950632 |
| 94 | 1 | 2.80419160173643 | -1.80419160173643 |
| 95 | 2 | 1.84672163946757 | 0.15327836053243 |
| 96 | 2 | 2.80419160173643 | -0.804191601736433 |
| 97 | 3 | 1.9310429198162 | 1.0689570801838 |
| 98 | 4 | 2.80419160173643 | 1.19580839826357 |
| 99 | 2 | 2.325456620602 | -0.325456620602001 |
| 100 | 3 | 2.40977790095063 | 0.590222099049368 |
| 101 | 1 | 1.64951478907467 | -0.649514789074669 |
| 102 | 2 | 1.84672163946757 | 0.15327836053243 |
| 103 | 3 | 2.04392848986047 | 0.95607151013953 |
| 104 | 1 | 1.84672163946757 | -0.84672163946757 |
| 105 | 0 | 0.100424275627105 | -0.100424275627105 |
| 106 | 0 | 0.100424275627105 | -0.100424275627105 |
| 107 | 1 | 2.80419160173643 | -1.80419160173643 |
| 108 | 2 | 2.60698475134353 | -0.606984751343533 |
| 109 | 3 | 2.80419160173643 | 0.195808398263567 |
| 110 | 2 | 2.80419160173643 | -0.804191601736433 |
| 111 | 0 | 0.100424275627105 | -0.100424275627105 |
| 112 | 0 | 0.100424275627105 | -0.100424275627105 |
| 113 | 0 | 0.100424275627105 | -0.100424275627105 |
| 114 | 0 | 0.100424275627105 | -0.100424275627105 |
| 115 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 116 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 117 | 3 | 2.60698475134353 | 0.393015248656467 |
| 118 | 1 | 1.84672163946757 | -0.84672163946757 |
| 119 | 5 | 3.28292658287087 | 1.71707341712914 |
| 120 | 2 | 2.80419160173643 | -0.804191601736433 |
| 121 | 1 | 1.9310429198162 | -0.9310429198162 |
| 122 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 123 | 1 | 1.45230793868177 | -0.452307938681769 |
| 124 | 1 | 2.1282497702091 | -1.1282497702091 |
| 125 | 0 | 0.100424275627105 | -0.100424275627105 |
| 126 | 2 | 2.40977790095063 | -0.409777900950632 |
| 127 | 2 | 1.64951478907467 | 0.350485210925331 |
| 128 | 3 | 2.325456620602 | 0.674543379397999 |
| 129 | 2 | 1.45230793868177 | 0.547692061318231 |
| 130 | 0 | 0.100424275627105 | -0.100424275627105 |
| 131 | 0 | 0.100424275627105 | -0.100424275627105 |
| 132 | 4 | 1.9310429198162 | 2.0689570801838 |
| 133 | 0 | 0.100424275627105 | -0.100424275627105 |
| 134 | 1 | 2.80419160173643 | -1.80419160173643 |
| 135 | 1 | 1.9310429198162 | -0.9310429198162 |
| 136 | 2 | 2.1282497702091 | -0.128249770209101 |
| 137 | 0 | 0.100424275627105 | -0.100424275627105 |
| 138 | 0 | 0.100424275627105 | -0.100424275627105 |
| 139 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 140 | 0 | 0.100424275627105 | -0.100424275627105 |
| 141 | 2 | 2.60698475134353 | -0.606984751343533 |
| 142 | 2 | 2.80419160173643 | -0.804191601736433 |
| 143 | 1 | 1.64951478907467 | -0.649514789074669 |
| 144 | 2 | 2.60698475134353 | -0.606984751343533 |
| 145 | 0 | 0.100424275627105 | -0.100424275627105 |
| 146 | 3 | 2.80419160173643 | 0.195808398263567 |
| 147 | 3 | 3.00139845212933 | -0.00139845212933338 |
| 148 | 3 | 2.80419160173643 | 0.195808398263567 |
| 149 | 0 | 0.100424275627105 | -0.100424275627105 |
| 150 | 0 | 0.100424275627105 | -0.100424275627105 |
| 151 | 1 | 1.64951478907467 | -0.649514789074669 |
| 152 | 2 | 2.325456620602 | -0.325456620602001 |
| 153 | 1 | 2.60698475134353 | -1.60698475134353 |
| 154 | 2 | 1.45230793868177 | 0.547692061318231 |
| 155 | 2 | 3.00139845212933 | -1.00139845212933 |
| 156 | 4 | 2.40977790095063 | 1.59022209904937 |
| 157 | 0 | 0.100424275627105 | -0.100424275627105 |
| 158 | 0 | 0.100424275627105 | -0.100424275627105 |
| 159 | 0 | 0.100424275627105 | -0.100424275627105 |
| 160 | 2 | 1.56519350872604 | 0.434806491273962 |
| 161 | 0 | 0.100424275627105 | -0.100424275627105 |
| 162 | 2 | 3.00139845212933 | -1.00139845212933 |
| 163 | 1 | 0.776366107154437 | 0.223633892845563 |
| 164 | 4 | 2.80419160173643 | 1.19580839826357 |
| 165 | 2 | 2.325456620602 | -0.325456620602001 |
| 166 | 4 | 1.9310429198162 | 2.0689570801838 |
| 167 | 0 | 0.100424275627105 | -0.100424275627105 |
| 168 | 2 | 1.45230793868177 | 0.547692061318231 |
| 169 | 0 | 0.100424275627105 | -0.100424275627105 |
| 170 | 2 | 2.325456620602 | -0.325456620602001 |
| 171 | 3 | 2.60698475134353 | 0.393015248656467 |
| 172 | 1 | 3.00139845212933 | -2.00139845212933 |
| 173 | 2 | 1.84672163946757 | 0.15327836053243 |
| 174 | 4 | 2.40977790095063 | 1.59022209904937 |
| 175 | 0 | 0.100424275627105 | -0.100424275627105 |
| 176 | 0 | 0.100424275627105 | -0.100424275627105 |
| 177 | 0 | 0.100424275627105 | -0.100424275627105 |
| 178 | 3 | 2.325456620602 | 0.674543379397999 |
| 179 | 2 | 1.36798665833314 | 0.632013341666862 |
| 180 | 1 | 1.9310429198162 | -0.9310429198162 |
| 181 | 3 | 3.00139845212933 | -0.00139845212933338 |
| 182 | 1 | 2.5226634709949 | -1.5226634709949 |
| 183 | 0 | 0.100424275627105 | -0.100424275627105 |
| 184 | 1 | 0.973572957547337 | 0.0264270424526629 |
| 185 | 3 | 2.80419160173643 | 0.195808398263567 |
| 186 | 0 | 0.100424275627105 | -0.100424275627105 |
| 187 | 0 | 0.100424275627105 | -0.100424275627105 |
| 188 | 0 | 0.100424275627105 | -0.100424275627105 |
| 189 | 2 | 2.40977790095063 | -0.409777900950632 |
| 190 | 2 | 2.80419160173643 | -0.804191601736433 |
| 191 | 2 | 2.325456620602 | -0.325456620602001 |
| 192 | 3 | 1.7338360694233 | 1.2661639305767 |
| 193 | 0 | 0.100424275627105 | -0.100424275627105 |
| 194 | 2 | 1.64951478907467 | 0.350485210925331 |
| 195 | 2 | 1.45230793868177 | 0.547692061318231 |
| 196 | 3 | 2.04392848986047 | 0.95607151013953 |
| 197 | 2 | 2.40977790095063 | -0.409777900950632 |
| 198 | 1 | 1.36798665833314 | -0.367986658333138 |
| 199 | 1 | 1.45230793868177 | -0.452307938681769 |
| 200 | 2 | 1.84672163946757 | 0.15327836053243 |
| 201 | 0 | 0.100424275627105 | -0.100424275627105 |
| 202 | 0 | 0.100424275627105 | -0.100424275627105 |
| 203 | 4 | 1.45230793868177 | 2.54769206131823 |
| 204 | 4 | 2.60698475134353 | 1.39301524865647 |
| 205 | 4 | 2.60698475134353 | 1.39301524865647 |
| 206 | 0 | 0.100424275627105 | -0.100424275627105 |
| 207 | 0 | 0.100424275627105 | -0.100424275627105 |
| 208 | 2 | 1.84672163946757 | 0.15327836053243 |
| 209 | 2 | 1.45230793868177 | 0.547692061318231 |
| 210 | 0 | 0.100424275627105 | -0.100424275627105 |
| 211 | 3 | 2.21257105055773 | 0.787428949442268 |
| 212 | 3 | 1.84672163946757 | 1.15327836053243 |
| 213 | 0 | 0.100424275627105 | -0.100424275627105 |
| 214 | 1 | 2.40977790095063 | -1.40977790095063 |
| 215 | 2 | 1.84672163946757 | 0.15327836053243 |
| 216 | 3 | 2.5226634709949 | 0.477336529005098 |
| 217 | 1 | 2.40977790095063 | -1.40977790095063 |
| 218 | 2 | 2.325456620602 | -0.325456620602001 |
| 219 | 4 | 3.00139845212933 | 0.998601547870667 |
| 220 | 0 | 0.100424275627105 | -0.100424275627105 |
| 221 | 2 | 2.80419160173643 | -0.804191601736433 |
| 222 | 2 | 2.325456620602 | -0.325456620602001 |
| 223 | 2 | 1.84672163946757 | 0.15327836053243 |
| 224 | 0 | 0.100424275627105 | -0.100424275627105 |
| 225 | 0 | 0.100424275627105 | -0.100424275627105 |
| 226 | 3 | 1.45230793868177 | 1.54769206131823 |
| 227 | 0 | 0.100424275627105 | -0.100424275627105 |
| 228 | 2 | 1.9310429198162 | 0.0689570801837995 |
| 229 | 2 | 2.325456620602 | -0.325456620602001 |
| 230 | 0 | 0.100424275627105 | -0.100424275627105 |
| 231 | 2 | 1.84672163946757 | 0.15327836053243 |
| 232 | 1 | 2.40977790095063 | -1.40977790095063 |
| 233 | 2 | 2.80419160173643 | -0.804191601736433 |
| 234 | 0 | 0.100424275627105 | -0.100424275627105 |
| 235 | 2 | 1.45230793868177 | 0.547692061318231 |
| 236 | 1 | 2.21257105055773 | -1.21257105055773 |
| 237 | 3 | 2.80419160173643 | 0.195808398263567 |
| 238 | 0 | 0.100424275627105 | -0.100424275627105 |
| 239 | 3 | 2.5226634709949 | 0.477336529005098 |
| 240 | 0 | 0.100424275627105 | -0.100424275627105 |
| 241 | 3 | 2.1282497702091 | 0.871750229790899 |
| 242 | 0 | 0.100424275627105 | -0.100424275627105 |
| 243 | 0 | 0.100424275627105 | -0.100424275627105 |
| 244 | 1 | 1.45230793868177 | -0.452307938681769 |
| 245 | 0 | 0.100424275627105 | -0.100424275627105 |
| 246 | 0 | 0.100424275627105 | -0.100424275627105 |
| 247 | 2 | 2.325456620602 | -0.325456620602001 |
| 248 | 0 | 0.100424275627105 | -0.100424275627105 |
| 249 | 0 | 0.100424275627105 | -0.100424275627105 |
| 250 | 4 | 2.40977790095063 | 1.59022209904937 |
| 251 | 2 | 3.08571973247796 | -1.08571973247796 |
| 252 | 2 | 1.45230793868177 | 0.547692061318231 |
| 253 | 0 | 0.100424275627105 | -0.100424275627105 |
| 254 | 3 | 1.45230793868177 | 1.54769206131823 |
| 255 | 3 | 1.9310429198162 | 1.0689570801838 |
| 256 | 2 | 2.80419160173643 | -0.804191601736433 |
| 257 | 1 | 0.776366107154437 | 0.223633892845563 |
| 258 | 0 | 0.100424275627105 | -0.100424275627105 |
| 259 | 2 | 3.00139845212933 | -1.00139845212933 |
| 260 | 0 | 0.100424275627105 | -0.100424275627105 |
| 261 | 0 | 0.100424275627105 | -0.100424275627105 |
| 262 | 0 | 0.100424275627105 | -0.100424275627105 |
| 263 | 0 | 0.100424275627105 | -0.100424275627105 |
| 264 | 3 | 1.64951478907467 | 1.35048521092533 |
| 265 | 2 | 1.45230793868177 | 0.547692061318231 |
| 266 | 2 | 3.00139845212933 | -1.00139845212933 |
| 267 | 0 | 0.100424275627105 | -0.100424275627105 |
| 268 | 3 | 2.80419160173643 | 0.195808398263567 |
| 269 | 1 | 1.25510108828887 | -0.255101088288868 |
| 270 | 2 | 2.80419160173643 | -0.804191601736433 |
| 271 | 0 | 0.100424275627105 | -0.100424275627105 |
| 272 | 0 | 0.100424275627105 | -0.100424275627105 |
| 273 | 0 | 0.100424275627105 | -0.100424275627105 |
| 274 | 1 | 1.9310429198162 | -0.9310429198162 |
| 275 | 0 | 0.100424275627105 | -0.100424275627105 |
| 276 | 2 | 2.325456620602 | -0.325456620602001 |
| 277 | 3 | 1.45230793868177 | 1.54769206131823 |
| 278 | 0 | 0.100424275627105 | -0.100424275627105 |
| 279 | 3 | 2.325456620602 | 0.674543379397999 |
| 280 | 3 | 2.80419160173643 | 0.195808398263567 |
| 281 | 2 | 2.325456620602 | -0.325456620602001 |
| 282 | 0 | 0.100424275627105 | -0.100424275627105 |
| 283 | 0 | 0.100424275627105 | -0.100424275627105 |
| 284 | 0 | 0.100424275627105 | -0.100424275627105 |
| 285 | 4 | 1.9310429198162 | 2.0689570801838 |
| 286 | 0 | 0.100424275627105 | -0.100424275627105 |
| 287 | 0 | 0.100424275627105 | -0.100424275627105 |
| 288 | 0 | 0.100424275627105 | -0.100424275627105 |
| 289 | 0 | 0.100424275627105 | -0.100424275627105 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 6 | 0.996637721883754 | 0.00672455623249249 | 0.00336227811624624 |
| 7 | 0.997730179278523 | 0.0045396414429531 | 0.00226982072147655 |
| 8 | 0.995125695945971 | 0.00974860810805897 | 0.00487430405402949 |
| 9 | 0.990272441278765 | 0.01945511744247 | 0.009727558721235 |
| 10 | 0.998086213977591 | 0.00382757204481739 | 0.00191378602240869 |
| 11 | 0.996231377758252 | 0.00753724448349559 | 0.0037686222417478 |
| 12 | 0.996836382179218 | 0.00632723564156339 | 0.0031636178207817 |
| 13 | 0.994441387252213 | 0.0111172254955736 | 0.00555861274778679 |
| 14 | 0.991197035484528 | 0.0176059290309436 | 0.0088029645154718 |
| 15 | 0.985875593792066 | 0.0282488124158685 | 0.0141244062079343 |
| 16 | 0.978119368199959 | 0.0437612636000819 | 0.021880631800041 |
| 17 | 0.978147628574463 | 0.0437047428510731 | 0.0218523714255366 |
| 18 | 0.976211452889609 | 0.0475770942207816 | 0.0237885471103908 |
| 19 | 0.966287039985508 | 0.0674259200289834 | 0.0337129600144917 |
| 20 | 0.952260440315508 | 0.0954791193689831 | 0.0477395596844915 |
| 21 | 0.966520220084887 | 0.0669595598302252 | 0.0334797799151126 |
| 22 | 0.954200744132737 | 0.0915985117345264 | 0.0457992558672632 |
| 23 | 0.937398898481643 | 0.125202203036713 | 0.0626011015183565 |
| 24 | 0.916975428184334 | 0.166049143631333 | 0.0830245718156665 |
| 25 | 0.892143371856202 | 0.215713256287597 | 0.107856628143798 |
| 26 | 0.906053014097237 | 0.187893971805527 | 0.0939469859027633 |
| 27 | 0.966984146178639 | 0.0660317076427226 | 0.0330158538213613 |
| 28 | 0.955382128108682 | 0.0892357437826366 | 0.0446178718913183 |
| 29 | 0.942749322020348 | 0.114501355959304 | 0.0572506779796519 |
| 30 | 0.948945504667514 | 0.102108990664972 | 0.0510544953324862 |
| 31 | 0.955392943195622 | 0.0892141136087566 | 0.0446070568043783 |
| 32 | 0.941584598906384 | 0.116830802187232 | 0.058415401093616 |
| 33 | 0.926391290409824 | 0.147217419180352 | 0.073608709590176 |
| 34 | 0.914926804660948 | 0.170146390678104 | 0.0850731953390518 |
| 35 | 0.893205507853876 | 0.213588984292247 | 0.106794492146124 |
| 36 | 0.939670106877468 | 0.120659786245064 | 0.0603298931225318 |
| 37 | 0.963784087713323 | 0.0724318245733547 | 0.0362159122866773 |
| 38 | 0.952990091242282 | 0.0940198175154362 | 0.0470099087577181 |
| 39 | 0.942325592434401 | 0.115348815131199 | 0.0576744075655996 |
| 40 | 0.927114104894379 | 0.145771790211242 | 0.0728858951056212 |
| 41 | 0.909142482130577 | 0.181715035738847 | 0.0908575178694233 |
| 42 | 0.920375712678263 | 0.159248574643474 | 0.0796242873217368 |
| 43 | 0.925900210274616 | 0.148199579450768 | 0.0740997897253842 |
| 44 | 0.93626519015237 | 0.127469619695261 | 0.0637348098476305 |
| 45 | 0.920704375579166 | 0.158591248841667 | 0.0792956244208337 |
| 46 | 0.928327338890427 | 0.143345322219145 | 0.0716726611095726 |
| 47 | 0.912963499594859 | 0.174073000810283 | 0.0870365004051413 |
| 48 | 0.899476435474886 | 0.201047129050227 | 0.100523564525114 |
| 49 | 0.8785307278055 | 0.242938544389001 | 0.1214692721945 |
| 50 | 0.854829413115595 | 0.290341173768809 | 0.145170586884405 |
| 51 | 0.871659273100977 | 0.256681453798047 | 0.128340726899023 |
| 52 | 0.847503901565108 | 0.304992196869785 | 0.152496098434892 |
| 53 | 0.831612624259083 | 0.336774751481835 | 0.168387375740917 |
| 54 | 0.86601209082026 | 0.26797581835948 | 0.13398790917974 |
| 55 | 0.874811667587415 | 0.250376664825169 | 0.125188332412585 |
| 56 | 0.860625585869273 | 0.278748828261454 | 0.139374414130727 |
| 57 | 0.836013081512059 | 0.327973836975883 | 0.163986918487941 |
| 58 | 0.808873531843869 | 0.382252936312262 | 0.191126468156131 |
| 59 | 0.779282642623969 | 0.441434714752061 | 0.220717357376031 |
| 60 | 0.747375404358888 | 0.505249191282225 | 0.252624595641112 |
| 61 | 0.713554436203376 | 0.572891127593248 | 0.286445563796624 |
| 62 | 0.737936472372472 | 0.524127055255055 | 0.262063527627528 |
| 63 | 0.758786981182906 | 0.482426037634189 | 0.241213018817094 |
| 64 | 0.751378758170414 | 0.497242483659172 | 0.248621241829586 |
| 65 | 0.718451398992178 | 0.563097202015644 | 0.281548601007822 |
| 66 | 0.683695356203532 | 0.632609287592935 | 0.316304643796468 |
| 67 | 0.647380325408396 | 0.705239349183208 | 0.352619674591604 |
| 68 | 0.668351141450065 | 0.663297717099871 | 0.331648858549935 |
| 69 | 0.63179618037278 | 0.73640763925444 | 0.36820381962722 |
| 70 | 0.594146194428266 | 0.811707611143468 | 0.405853805571734 |
| 71 | 0.555743427281912 | 0.888513145436177 | 0.444256572718089 |
| 72 | 0.524160076838341 | 0.951679846323319 | 0.47583992316166 |
| 73 | 0.485347444017586 | 0.970694888035173 | 0.514652555982414 |
| 74 | 0.446922649672011 | 0.893845299344021 | 0.553077350327989 |
| 75 | 0.466208994683644 | 0.932417989367289 | 0.533791005316356 |
| 76 | 0.481962497350868 | 0.963924994701737 | 0.518037502649132 |
| 77 | 0.469191261480587 | 0.938382522961173 | 0.530808738519413 |
| 78 | 0.431523121501962 | 0.863046243003923 | 0.568476878498039 |
| 79 | 0.394577427689852 | 0.789154855379704 | 0.605422572310148 |
| 80 | 0.358661456054913 | 0.717322912109826 | 0.641338543945087 |
| 81 | 0.352460706612789 | 0.704921413225578 | 0.647539293387211 |
| 82 | 0.36408692895311 | 0.728173857906221 | 0.63591307104689 |
| 83 | 0.329559002723981 | 0.659118005447963 | 0.670440997276019 |
| 84 | 0.6285836582418 | 0.7428326835164 | 0.3714163417582 |
| 85 | 0.770051579581094 | 0.459896840837813 | 0.229948420418906 |
| 86 | 0.827003856400417 | 0.345992287199166 | 0.172996143599583 |
| 87 | 0.833877799222216 | 0.332244401555567 | 0.166122200777784 |
| 88 | 0.824274062014871 | 0.351451875970257 | 0.175725937985129 |
| 89 | 0.890875101968487 | 0.218249796063027 | 0.109124898031513 |
| 90 | 0.873240331302678 | 0.253519337394644 | 0.126759668697322 |
| 91 | 0.891866020724413 | 0.216267958551174 | 0.108133979275587 |
| 92 | 0.874455755869452 | 0.251088488261096 | 0.125544244130548 |
| 93 | 0.860643589448353 | 0.278712821103295 | 0.139356410551647 |
| 94 | 0.930625178511618 | 0.138749642976764 | 0.0693748214883821 |
| 95 | 0.918304646255021 | 0.163390707489957 | 0.0816953537449785 |
| 96 | 0.919720732967144 | 0.160558534065712 | 0.0802792670328559 |
| 97 | 0.92984202315123 | 0.140315953697539 | 0.0701579768487696 |
| 98 | 0.942337418736505 | 0.115325162526991 | 0.0576625812634953 |
| 99 | 0.933995825004239 | 0.132008349991522 | 0.0660041749957608 |
| 100 | 0.92866342078527 | 0.142673158429459 | 0.0713365792147296 |
| 101 | 0.925236084704675 | 0.14952783059065 | 0.0747639152953249 |
| 102 | 0.912466809487282 | 0.175066381025436 | 0.0875331905127178 |
| 103 | 0.916798542225491 | 0.166402915549018 | 0.0832014577745089 |
| 104 | 0.920152324770978 | 0.159695350458044 | 0.0798476752290221 |
| 105 | 0.906616706657329 | 0.186766586685341 | 0.0933832933426707 |
| 106 | 0.891480866391472 | 0.217038267217055 | 0.108519133608528 |
| 107 | 0.946334121976746 | 0.107331756046508 | 0.0536658780232538 |
| 108 | 0.94244214134412 | 0.115115717311761 | 0.0575578586558805 |
| 109 | 0.93241820650893 | 0.135163586982139 | 0.0675817934910696 |
| 110 | 0.933090020833352 | 0.133819958333296 | 0.0669099791666478 |
| 111 | 0.921362396549409 | 0.157275206901181 | 0.0786376034505905 |
| 112 | 0.908156411337734 | 0.183687177324531 | 0.0918435886622656 |
| 113 | 0.893394189513853 | 0.213211620972294 | 0.106605810486147 |
| 114 | 0.877012281720364 | 0.245975436559272 | 0.122987718279636 |
| 115 | 0.858850863281018 | 0.282298273437965 | 0.141149136718982 |
| 116 | 0.838968877647532 | 0.322062244704936 | 0.161031122352468 |
| 117 | 0.822710323659077 | 0.354579352681846 | 0.177289676340923 |
| 118 | 0.826626866990512 | 0.346746266018976 | 0.173373133009488 |
| 119 | 0.895785239987838 | 0.208429520024324 | 0.104214760012162 |
| 120 | 0.896800942540037 | 0.206398114919926 | 0.103199057459963 |
| 121 | 0.902690758802433 | 0.194618482395135 | 0.0973092411975673 |
| 122 | 0.887379084966985 | 0.22524183006603 | 0.112620915033015 |
| 123 | 0.876022769262711 | 0.247954461474577 | 0.123977230737289 |
| 124 | 0.89342926500806 | 0.213141469983879 | 0.10657073499194 |
| 125 | 0.877307664010427 | 0.245384671979146 | 0.122692335989573 |
| 126 | 0.864250137721913 | 0.271499724556174 | 0.135749862278087 |
| 127 | 0.848969094245381 | 0.302061811509237 | 0.151030905754619 |
| 128 | 0.843622772805078 | 0.312754454389845 | 0.156377227194922 |
| 129 | 0.833137200685961 | 0.333725598628078 | 0.166862799314039 |
| 130 | 0.811527344442728 | 0.376945311114543 | 0.188472655557272 |
| 131 | 0.788293214413473 | 0.423413571173054 | 0.211706785586527 |
| 132 | 0.904391583109904 | 0.191216833780192 | 0.0956084168900959 |
| 133 | 0.889546718340255 | 0.220906563319489 | 0.110453281659745 |
| 134 | 0.943836883532925 | 0.11232623293415 | 0.0561631164670751 |
| 135 | 0.947659418131259 | 0.104681163737482 | 0.0523405818687409 |
| 136 | 0.938275956916346 | 0.123448086167308 | 0.0617240430836542 |
| 137 | 0.927544355335215 | 0.14491128932957 | 0.0724556446647849 |
| 138 | 0.915446172251141 | 0.169107655497717 | 0.0845538277488585 |
| 139 | 0.901721246455782 | 0.196557507088437 | 0.0982787535442184 |
| 140 | 0.886631867322988 | 0.226736265354023 | 0.113368132677012 |
| 141 | 0.880102160504878 | 0.239795678990244 | 0.119897839495122 |
| 142 | 0.881218393720613 | 0.237563212558775 | 0.118781606279387 |
| 143 | 0.87602431161577 | 0.247951376768461 | 0.12397568838423 |
| 144 | 0.869353476086234 | 0.261293047827531 | 0.130646523913766 |
| 145 | 0.851003962573179 | 0.297992074853643 | 0.148996037426821 |
| 146 | 0.831839139963785 | 0.33632172007243 | 0.168160860036215 |
| 147 | 0.809788552150292 | 0.380422895699416 | 0.190211447849708 |
| 148 | 0.787495190247302 | 0.425009619505396 | 0.212504809752698 |
| 149 | 0.762750819023827 | 0.474498361952346 | 0.237249180976173 |
| 150 | 0.736513313484715 | 0.526973373030569 | 0.263486686515285 |
| 151 | 0.728193105814359 | 0.543613788371281 | 0.27180689418564 |
| 152 | 0.704756992873866 | 0.590486014252268 | 0.295243007126134 |
| 153 | 0.794091171154841 | 0.411817657690319 | 0.205908828845159 |
| 154 | 0.781289156921654 | 0.437421686156692 | 0.218710843078346 |
| 155 | 0.79888671088157 | 0.402226578236859 | 0.20111328911843 |
| 156 | 0.863662691703191 | 0.272674616593617 | 0.136337308296809 |
| 157 | 0.844698095894049 | 0.310603808211902 | 0.155301904105951 |
| 158 | 0.824072925735353 | 0.351854148529294 | 0.175927074264647 |
| 159 | 0.80179613180463 | 0.39640773639074 | 0.19820386819537 |
| 160 | 0.785094929490259 | 0.429810141019482 | 0.214905070509741 |
| 161 | 0.760061362481462 | 0.479877275037077 | 0.239938637518538 |
| 162 | 0.779088448950186 | 0.441823102099628 | 0.220911551049814 |
| 163 | 0.755030849177866 | 0.489938301644269 | 0.244969150822134 |
| 164 | 0.788178255373536 | 0.423643489252928 | 0.211821744626464 |
| 165 | 0.767912487743502 | 0.464175024512996 | 0.232087512256498 |
| 166 | 0.894507901579126 | 0.210984196841748 | 0.105492098420874 |
| 167 | 0.878402632264368 | 0.243194735471264 | 0.121597367735632 |
| 168 | 0.869182928667428 | 0.261634142665143 | 0.130817071332572 |
| 169 | 0.85048785148358 | 0.299024297032841 | 0.14951214851642 |
| 170 | 0.833931709562642 | 0.332136580874716 | 0.166068290437358 |
| 171 | 0.817503803635797 | 0.364992392728407 | 0.182496196364203 |
| 172 | 0.922488239055613 | 0.155023521888774 | 0.0775117609443869 |
| 173 | 0.90967896115564 | 0.18064207768872 | 0.09032103884436 |
| 174 | 0.949422645239295 | 0.10115470952141 | 0.0505773547607048 |
| 175 | 0.939909982615538 | 0.120180034768924 | 0.0600900173844618 |
| 176 | 0.929043636303864 | 0.141912727392272 | 0.0709563636961358 |
| 177 | 0.916720268845105 | 0.166559462309789 | 0.0832797311548946 |
| 178 | 0.912504913040903 | 0.174990173918195 | 0.0874950869590974 |
| 179 | 0.905765789624333 | 0.188468420751334 | 0.0942342103756669 |
| 180 | 0.912077080724657 | 0.175845838550685 | 0.0879229192753426 |
| 181 | 0.897322918643802 | 0.205354162712395 | 0.102677081356198 |
| 182 | 0.942507729566534 | 0.114984540866932 | 0.0574922704334662 |
| 183 | 0.931835732065961 | 0.136328535868078 | 0.0681642679340388 |
| 184 | 0.91957634042814 | 0.160847319143719 | 0.0804236595718597 |
| 185 | 0.906124079000469 | 0.187751841999062 | 0.0938759209995309 |
| 186 | 0.890721673981745 | 0.21855665203651 | 0.109278326018255 |
| 187 | 0.873568342240101 | 0.252863315519798 | 0.126431657759899 |
| 188 | 0.85460796037662 | 0.290784079246759 | 0.14539203962338 |
| 189 | 0.83844228633458 | 0.323115427330839 | 0.16155771366542 |
| 190 | 0.843991482966909 | 0.312017034066182 | 0.156008517033091 |
| 191 | 0.829015836533662 | 0.341968326932676 | 0.170984163466338 |
| 192 | 0.870702384970782 | 0.258595230058437 | 0.129297615029218 |
| 193 | 0.851111279405269 | 0.297777441189462 | 0.148888720594731 |
| 194 | 0.832096525215064 | 0.335806949569871 | 0.167903474784936 |
| 195 | 0.819300654321647 | 0.361398691356706 | 0.180699345678353 |
| 196 | 0.820902326691564 | 0.358195346616872 | 0.179097673308436 |
| 197 | 0.8016595041909 | 0.396680991618201 | 0.1983404958091 |
| 198 | 0.791081486321168 | 0.417837027357665 | 0.208918513678832 |
| 199 | 0.775165169313191 | 0.449669661373618 | 0.224834830686809 |
| 200 | 0.747882713660165 | 0.504234572679671 | 0.252117286339835 |
| 201 | 0.718282394216874 | 0.563435211566252 | 0.281717605783126 |
| 202 | 0.687059682864303 | 0.625880634271394 | 0.312940317135697 |
| 203 | 0.920232253780161 | 0.159535492439679 | 0.0797677462198394 |
| 204 | 0.951637122016659 | 0.0967257559666819 | 0.048362877983341 |
| 205 | 0.974315012628046 | 0.0513699747439089 | 0.0256849873719544 |
| 206 | 0.968193782796093 | 0.0636124344078132 | 0.0318062172039066 |
| 207 | 0.960901000073622 | 0.0781979998527554 | 0.0390989999263777 |
| 208 | 0.952378967668902 | 0.095242064662196 | 0.047621032331098 |
| 209 | 0.947799624819502 | 0.104400750360996 | 0.0522003751804978 |
| 210 | 0.936899354669731 | 0.126201290660538 | 0.0631006453302688 |
| 211 | 0.954950871186881 | 0.0900982576262381 | 0.0450491288131191 |
| 212 | 0.96002323034451 | 0.0799535393109799 | 0.0399767696554899 |
| 213 | 0.951006463778574 | 0.0979870724428511 | 0.0489935362214255 |
| 214 | 0.963226556068546 | 0.0735468878629071 | 0.0367734439314535 |
| 215 | 0.954682221970234 | 0.0906355560595316 | 0.0453177780297658 |
| 216 | 0.946392741092237 | 0.107214517815525 | 0.0536072589077627 |
| 217 | 0.962550342994365 | 0.0748993140112701 | 0.0374496570056351 |
| 218 | 0.956087721249641 | 0.0878245575007176 | 0.0439122787503588 |
| 219 | 0.962360483793592 | 0.0752790324128156 | 0.0376395162064078 |
| 220 | 0.953439718072502 | 0.093120563854996 | 0.046560281927498 |
| 221 | 0.954257248689952 | 0.0914855026200963 | 0.0457427513100482 |
| 222 | 0.946428284803352 | 0.107143430393295 | 0.0535717151966477 |
| 223 | 0.934192848291615 | 0.131614303416771 | 0.0658071517083854 |
| 224 | 0.920169257595973 | 0.159661484808054 | 0.0798307424040268 |
| 225 | 0.903949516622679 | 0.192100966754643 | 0.0960504833773215 |
| 226 | 0.951208069603257 | 0.0975838607934855 | 0.0487919303967428 |
| 227 | 0.939720241435884 | 0.120559517128231 | 0.0602797585641157 |
| 228 | 0.926423360678644 | 0.147153278642712 | 0.0735766393213562 |
| 229 | 0.914489079740318 | 0.171021840519363 | 0.0855109202596817 |
| 230 | 0.896747690345904 | 0.206504619308191 | 0.103252309654096 |
| 231 | 0.875917151073295 | 0.24816569785341 | 0.124082848926705 |
| 232 | 0.916701278277061 | 0.166597443445879 | 0.0832987217229393 |
| 233 | 0.921381469802377 | 0.157237060395247 | 0.0786185301976233 |
| 234 | 0.904083478658564 | 0.191833042682873 | 0.0959165213414365 |
| 235 | 0.893527824855183 | 0.212944350289634 | 0.106472175144817 |
| 236 | 0.938416296576819 | 0.123167406846361 | 0.0615837034231807 |
| 237 | 0.923383949044962 | 0.153232101910076 | 0.0766160509550382 |
| 238 | 0.905750730893197 | 0.188498538213605 | 0.0942492691068027 |
| 239 | 0.903441323896787 | 0.193117352206426 | 0.0965586761032132 |
| 240 | 0.882341196913047 | 0.235317606173907 | 0.117658803086953 |
| 241 | 0.888257621899236 | 0.223484756201529 | 0.111742378100764 |
| 242 | 0.864511635871061 | 0.270976728257878 | 0.135488364128939 |
| 243 | 0.837386261728225 | 0.325227476543551 | 0.162613738271775 |
| 244 | 0.819595912018139 | 0.360808175963722 | 0.180404087981861 |
| 245 | 0.786889590297201 | 0.426220819405597 | 0.213110409702799 |
| 246 | 0.750798000489369 | 0.498403999021263 | 0.249201999510631 |
| 247 | 0.712693312209032 | 0.574613375581935 | 0.287306687790968 |
| 248 | 0.67044001790999 | 0.659119964180019 | 0.32955998209001 |
| 249 | 0.625696367086835 | 0.74860726582633 | 0.374303632913165 |
| 250 | 0.727680846086041 | 0.544638307827918 | 0.272319153913959 |
| 251 | 0.8204711720084 | 0.3590576559832 | 0.1795288279916 |
| 252 | 0.798485123476087 | 0.403029753047826 | 0.201514876523913 |
| 253 | 0.759880778707874 | 0.480238442584253 | 0.240119221292126 |
| 254 | 0.869553343229774 | 0.260893313540453 | 0.130446656770226 |
| 255 | 0.880425870893839 | 0.239148258212322 | 0.119574129106161 |
| 256 | 0.888042834258126 | 0.223914331483749 | 0.111957165741874 |
| 257 | 0.860442762102475 | 0.27911447579505 | 0.139557237897525 |
| 258 | 0.825895637584368 | 0.348208724831264 | 0.174104362415632 |
| 259 | 0.852677866683948 | 0.294644266632103 | 0.147322133316052 |
| 260 | 0.815534546435333 | 0.368930907129334 | 0.184465453564667 |
| 261 | 0.77257524915666 | 0.45484950168668 | 0.22742475084334 |
| 262 | 0.723935302949193 | 0.552129394101614 | 0.276064697050807 |
| 263 | 0.670064301851328 | 0.659871396297343 | 0.329935698148672 |
| 264 | 0.817825108568361 | 0.364349782863279 | 0.182174891431639 |
| 265 | 0.795112902769013 | 0.409774194461974 | 0.204887097230987 |
| 266 | 0.821319846867987 | 0.357360306264027 | 0.178680153132013 |
| 267 | 0.771916962529946 | 0.456166074940108 | 0.228083037470054 |
| 268 | 0.714457410135824 | 0.571085179728352 | 0.285542589864176 |
| 269 | 0.683427369474091 | 0.633145261051817 | 0.316572630525909 |
| 270 | 0.77659065190383 | 0.44681869619234 | 0.22340934809617 |
| 271 | 0.714002886978857 | 0.571994226042286 | 0.285997113021143 |
| 272 | 0.642481487093159 | 0.715037025813682 | 0.357518512906841 |
| 273 | 0.563667768867089 | 0.872664462265822 | 0.436332231132911 |
| 274 | 0.973512826613224 | 0.0529743467735529 | 0.0264871733867764 |
| 275 | 0.954354022938179 | 0.0912919541236411 | 0.0456459770618206 |
| 276 | 0.930788014280624 | 0.138423971438752 | 0.069211985719376 |
| 277 | 0.979153409098184 | 0.0416931818036326 | 0.0208465909018163 |
| 278 | 0.958631091088429 | 0.0827378178231419 | 0.0413689089115709 |
| 279 | 0.996699269524324 | 0.00660146095135291 | 0.00330073047567645 |
| 280 | 1 | 4.39248842195134e-95 | 2.19624421097567e-95 |
| 281 | 1 | 8.04724869920855e-80 | 4.02362434960428e-80 |
| 282 | 1 | 1.00400987919105e-60 | 5.02004939595524e-61 |
| 283 | 1 | 2.35590534478555e-49 | 1.17795267239278e-49 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 11 | 0.039568345323741 | NOK |
| 5% type I error level | 19 | 0.0683453237410072 | NOK |
| 10% type I error level | 47 | 0.169064748201439 | NOK |
