| Multiple Linear Regression - Estimated Regression Equation |
| Time_in_rfc[t] = -5997.01239720263 + 585.592363034369Maand[t] + 725.812132895495Logins[t] + 923.23515579036Blogged_computations[t] + 498.13690914022Compendiums_reviewed[t] + 265.209722745664Feedback_messages_p120[t] + 0.248211041258058Total_number_of_characters[t] + 28.0228838078404t + 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) | -5997.01239720263 | 72733.218133 | -0.0825 | 0.934346 | 0.467173 |
| Maand | 585.592363034369 | 6385.633091 | 0.0917 | 0.926998 | 0.463499 |
| Logins | 725.812132895495 | 85.978281 | 8.4418 | 0 | 0 |
| Blogged_computations | 923.23515579036 | 105.568141 | 8.7454 | 0 | 0 |
| Compendiums_reviewed | 498.13690914022 | 533.767703 | 0.9332 | 0.351494 | 0.175747 |
| Feedback_messages_p120 | 265.209722745664 | 149.790375 | 1.7705 | 0.077722 | 0.038861 |
| Total_number_of_characters | 0.248211041258058 | 0.09195 | 2.6994 | 0.007367 | 0.003684 |
| t | 28.0228838078404 | 34.73404 | 0.8068 | 0.420473 | 0.210236 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.89739012255859 |
| R-squared | 0.805309032065721 |
| Adjusted R-squared | 0.800459079127856 |
| F-TEST (value) | 166.044710615335 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 281 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 36781.0153662359 |
| Sum Squared Residuals | 380148908675.329 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14688 | 12332.9711705624 | 2355.02882943763 |
| 2 | 46660 | 32982.1284934792 | 13677.8715065208 |
| 3 | 7199 | 10442.7455914028 | -3243.74559140285 |
| 4 | 21054 | 15489.1579581375 | 5564.8420418625 |
| 5 | 80953 | 88582.8149736637 | -7629.81497366372 |
| 6 | 19349 | 21477.9579379536 | -2128.95793795357 |
| 7 | 173260 | 124609.585763125 | 48650.4142368748 |
| 8 | 38214 | 51850.1165934684 | -13636.1165934684 |
| 9 | 17547 | 6859.22256302548 | 10687.7774369745 |
| 10 | 43287 | 60185.4159044921 | -16898.4159044921 |
| 11 | 78800 | 88355.8764691754 | -9555.87646917536 |
| 12 | 65029 | 65731.297788691 | -702.297788690977 |
| 13 | 31414 | 41093.1942511497 | -9679.19425114973 |
| 14 | 7176 | 13528.8345404188 | -6352.83454041884 |
| 15 | 24188 | 30996.0906803738 | -6808.09068037378 |
| 16 | 61857 | 59953.8655457141 | 1903.13445428588 |
| 17 | 22938 | 20045.8832246776 | 2892.11677532237 |
| 18 | 43410 | 23186.0331033794 | 20223.9668966206 |
| 19 | 19764 | 22403.8581597534 | -2639.85815975339 |
| 20 | 53117 | 42320.6584286327 | 10796.3415713673 |
| 21 | 33170 | 35482.8651869504 | -2312.86518695045 |
| 22 | 232138 | 246438.854104704 | -14300.8541047036 |
| 23 | 111665 | 109300.81675867 | 2364.18324133025 |
| 24 | 152871 | 155331.815718358 | -2460.8157183582 |
| 25 | 100750 | 204605.423428899 | -103855.423428899 |
| 26 | 221698 | 195714.861833003 | 25983.1381669966 |
| 27 | 209641 | 140887.029236542 | 68753.9707634575 |
| 28 | 52746 | 67894.1370653665 | -15148.1370653665 |
| 29 | 215641 | 154387.299831735 | 61253.7001682648 |
| 30 | 85439 | 103544.369045998 | -18105.3690459976 |
| 31 | 145790 | 123547.535838169 | 22242.4641618313 |
| 32 | 132943 | 192002.871851899 | -59059.8718518988 |
| 33 | 132487 | 150711.610595435 | -18224.610595435 |
| 34 | 135473 | 160554.841686765 | -25081.8416867648 |
| 35 | 84853 | 118135.787523831 | -33282.7875238312 |
| 36 | 210767 | 213653.181681276 | -2886.1816812763 |
| 37 | 97839 | 105128.901308077 | -7289.90130807741 |
| 38 | 120221 | 117434.94743002 | 2786.05256998038 |
| 39 | 224549 | 163308.494358768 | 61240.5056412323 |
| 40 | 116408 | 122643.25943641 | -6235.25943640985 |
| 41 | 158015 | 140466.610812649 | 17548.3891873512 |
| 42 | 150629 | 176795.665339479 | -26166.6653394794 |
| 43 | 123185 | 110512.419527308 | 12672.5804726916 |
| 44 | 124817 | 116249.831420362 | 8567.16857963789 |
| 45 | 104389 | 250034.544557386 | -145645.544557386 |
| 46 | 162765 | 160508.452036538 | 2256.54796346151 |
| 47 | 149061 | 140433.750404672 | 8627.2495953284 |
| 48 | 84207 | 105678.906210188 | -21471.9062101876 |
| 49 | 201940 | 191772.627507832 | 10167.3724921681 |
| 50 | 168809 | 178905.248332572 | -10096.2483325717 |
| 51 | 176508 | 161272.980702357 | 15235.0192976434 |
| 52 | 99466 | 142181.855863656 | -42715.8558636561 |
| 53 | 106408 | 79257.7567718664 | 27150.2432281336 |
| 54 | 344297 | 191217.281231235 | 153079.718768765 |
| 55 | 218946 | 162424.812304361 | 56521.1876956387 |
| 56 | 122774 | 91641.2255660822 | 31132.7744339178 |
| 57 | 153935 | 123742.976338057 | 30192.0236619432 |
| 58 | 206161 | 181780.281940921 | 24380.7180590786 |
| 59 | 183167 | 211198.21729153 | -28031.2172915295 |
| 60 | 144966 | 181745.850587816 | -36779.8505878156 |
| 61 | 34662 | 51352.9176669227 | -16690.9176669227 |
| 62 | 116048 | 126898.693524892 | -10850.6935248924 |
| 63 | 77945 | 76668.806791441 | 1276.19320855899 |
| 64 | 65490 | 66927.2366616088 | -1437.23666160884 |
| 65 | 81872 | 96132.9528006734 | -14260.9528006734 |
| 66 | 101011 | 78916.4108960733 | 22094.5891039267 |
| 67 | 71965 | 91618.4238134133 | -19653.4238134133 |
| 68 | 72880 | 73026.7941504546 | -146.794150454624 |
| 69 | 62792 | 82881.1832507692 | -20089.1832507692 |
| 70 | 31774 | 41646.8996507171 | -9872.89965071711 |
| 71 | 182192 | 185763.653004792 | -3571.65300479231 |
| 72 | 67989 | 71984.0035377204 | -3995.00353772045 |
| 73 | 52915 | 59622.1344890287 | -6707.13448902871 |
| 74 | 56375 | 61466.8875768726 | -5091.88757687259 |
| 75 | 30989 | 38282.3526376285 | -7293.3526376285 |
| 76 | 135131 | 117977.382344556 | 17153.6176554444 |
| 77 | 76990 | 93772.2325751704 | -16782.2325751704 |
| 78 | 64175 | 97882.5442596892 | -33707.5442596892 |
| 79 | 59194 | 71537.9437051807 | -12343.9437051808 |
| 80 | 53515 | 63862.203314978 | -10347.203314978 |
| 81 | 89746 | 84978.4751910978 | 4767.52480890224 |
| 82 | 49862 | 76193.4982036102 | -26331.4982036102 |
| 83 | 85574 | 88224.8228359073 | -2650.82283590727 |
| 84 | 220801 | 141604.63603964 | 79196.3639603599 |
| 85 | 49289 | 57324.4207972265 | -8035.42079722654 |
| 86 | 135781 | 92302.9680660359 | 43478.0319339642 |
| 87 | 82316 | 71951.0279042573 | 10364.9720957427 |
| 88 | 133368 | 95002.3446819349 | 38365.6553180651 |
| 89 | 92499 | 78695.4669529391 | 13803.5330470609 |
| 90 | 37460 | 30812.2812934206 | 6647.71870657939 |
| 91 | 91735 | 61519.1093830168 | 30215.8906169832 |
| 92 | 187681 | 215009.254724665 | -27328.2547246646 |
| 93 | 79619 | 92741.1007559613 | -13122.1007559613 |
| 94 | 98104 | 120915.480109289 | -22811.4801092893 |
| 95 | 80949 | 53593.5522679916 | 27355.4477320084 |
| 96 | 31706 | 55011.3541091834 | -23305.3541091834 |
| 97 | 70344 | 73858.0340957033 | -3514.03409570329 |
| 98 | 99923 | 133998.142554453 | -34075.1425544533 |
| 99 | 91899 | 71202.5273348146 | 20696.4726651854 |
| 100 | 235454 | 262436.83097755 | -26982.8309775499 |
| 101 | 46455 | 53153.8770673801 | -6698.87706738012 |
| 102 | 60812 | 83311.1919478065 | -22499.1919478065 |
| 103 | 77648 | 93692.9401539963 | -16044.9401539963 |
| 104 | 101523 | 138086.490863477 | -36563.4908634768 |
| 105 | 254488 | 251217.357675345 | 3270.64232465524 |
| 106 | 103597 | 87007.9519849559 | 16589.0480150441 |
| 107 | 136084 | 74816.5802530746 | 61267.4197469254 |
| 108 | 62088 | 65282.4860068793 | -3194.48600687928 |
| 109 | 86680 | 86223.2008035738 | 456.79919642621 |
| 110 | 38395 | 64824.4572705924 | -26429.4572705924 |
| 111 | 179321 | 235825.241329975 | -56504.2413299747 |
| 112 | 40248 | 28367.8109227281 | 11880.1890772719 |
| 113 | 70551 | 75350.0025552255 | -4799.00255522553 |
| 114 | 84105 | 64590.3574404405 | 19514.6425595595 |
| 115 | 112611 | 112431.614223259 | 179.385776741142 |
| 116 | 73624 | 73313.8798028231 | 310.120197176863 |
| 117 | 89806 | 85242.5154879419 | 4563.48451205811 |
| 118 | 98866 | 63138.4315985824 | 35727.5684014176 |
| 119 | 61254 | 89222.5402234663 | -27968.5402234663 |
| 120 | 99643 | 109090.908684042 | -9447.90868404195 |
| 121 | 310839 | 266148.090463816 | 44690.9095361836 |
| 122 | 181633 | 148953.37942898 | 32679.6205710201 |
| 123 | 50090 | 57030.9532370479 | -6940.95323704792 |
| 124 | 92661 | 113795.777383181 | -21134.7773831815 |
| 125 | 46698 | 67901.0904584449 | -21203.0904584449 |
| 126 | 61361 | 101283.466319099 | -39922.4663190994 |
| 127 | 84337 | 80892.3952429862 | 3444.6047570138 |
| 128 | 72535 | 53636.8060750933 | 18898.1939249067 |
| 129 | 84856 | 82608.0074415629 | 2247.99255843712 |
| 130 | 124064 | 112837.629465044 | 11226.3705349561 |
| 131 | 54157 | 72702.5009901992 | -18545.5009901992 |
| 132 | 76302 | 89688.6968030447 | -13386.6968030447 |
| 133 | 59382 | 85957.1963675912 | -26575.1963675912 |
| 134 | 65745 | 98309.8722260054 | -32564.8722260054 |
| 135 | 74914 | 107664.618650504 | -32750.6186505041 |
| 136 | 101645 | 88843.8883573403 | 12801.1116426597 |
| 137 | 73504 | 64509.3056870186 | 8994.69431298135 |
| 138 | 99373 | 94159.4116468287 | 5213.5883531713 |
| 139 | 135458 | 121917.557958787 | 13540.4420412135 |
| 140 | 184510 | 184132.227982255 | 377.772017745436 |
| 141 | 385534 | 249637.288470713 | 135896.711529287 |
| 142 | 108043 | 117183.602010898 | -9140.60201089802 |
| 143 | 328107 | 256124.236200683 | 71982.7637993166 |
| 144 | 362301 | 232709.468837977 | 129591.531162023 |
| 145 | 130585 | 166831.336099879 | -36246.3360998794 |
| 146 | 85709 | 79630.5161686339 | 6078.48383136609 |
| 147 | 174184 | 154805.567349775 | 19378.4326502251 |
| 148 | 81437 | 91593.973562946 | -10156.973562946 |
| 149 | 120982 | 161707.880367402 | -40725.8803674018 |
| 150 | 187559 | 229242.931716484 | -41683.9317164838 |
| 151 | 235800 | 235359.084863228 | 440.915136772309 |
| 152 | 220516 | 202117.734217439 | 18398.2657825605 |
| 153 | 210907 | 186642.851911356 | 24264.1480886444 |
| 154 | 155754 | 146214.076537872 | 9539.92346212837 |
| 155 | 152299 | 158744.048084598 | -6445.04808459794 |
| 156 | 79863 | 90185.6732018465 | -10322.6732018465 |
| 157 | 346485 | 254401.421898176 | 92083.5781018239 |
| 158 | 135649 | 189254.204094512 | -53605.2040945122 |
| 159 | 134019 | 103979.985359146 | 30039.0146408537 |
| 160 | 167488 | 155705.910553736 | 11782.0894462637 |
| 161 | 108446 | 106600.81229749 | 1845.18770251029 |
| 162 | 27634 | 35860.5762083962 | -8226.57620839619 |
| 163 | 232317 | 230511.403367038 | 1805.59663296165 |
| 164 | 22648 | 55402.1827122368 | -32754.1827122368 |
| 165 | 119308 | 86203.2419483902 | 33104.7580516098 |
| 166 | 194979 | 189958.25906775 | 5020.7409322501 |
| 167 | 81240 | 140195.735672993 | -58955.7356729929 |
| 168 | 121848 | 98057.3160205019 | 23790.6839794981 |
| 169 | 86678 | 73846.6514013454 | 12831.3485986546 |
| 170 | 73566 | 84171.3855519457 | -10605.3855519457 |
| 171 | 102010 | 99289.3359966261 | 2720.66400337388 |
| 172 | 151101 | 144365.497677163 | 6735.50232283681 |
| 173 | 207176 | 176157.453281309 | 31018.5467186914 |
| 174 | 165543 | 170335.464118181 | -4792.4641181805 |
| 175 | 182999 | 237796.039210419 | -54797.0392104186 |
| 176 | 256462 | 272161.679551142 | -15699.6795511424 |
| 177 | 244052 | 249637.2213583 | -5585.22135830037 |
| 178 | 63123 | 102695.857857336 | -39572.857857336 |
| 179 | 87186 | 104144.126900372 | -16958.1269003724 |
| 180 | 182079 | 239545.791724461 | -57466.7917244613 |
| 181 | 95227 | 102242.034377229 | -7015.03437722945 |
| 182 | 165446 | 136456.936403476 | 28989.0635965236 |
| 183 | 229242 | 313366.061441336 | -84124.0614413358 |
| 184 | 167542 | 154839.328149922 | 12702.6718500779 |
| 185 | 225060 | 244123.269654007 | -19063.2696540073 |
| 186 | 164709 | 214074.110470681 | -49365.1104706809 |
| 187 | 131698 | 150242.353081999 | -18544.3530819994 |
| 188 | 56613 | 51187.7435225829 | 5425.25647741714 |
| 189 | 250579 | 263030.383585445 | -12451.3835854452 |
| 190 | 44296 | 58433.9615539152 | -14137.9615539152 |
| 191 | 152474 | 205650.423341037 | -53176.4233410369 |
| 192 | 86230 | 85148.4823736842 | 1081.51762631577 |
| 193 | 258873 | 218782.267699084 | 40090.7323009155 |
| 194 | 41566 | 46863.9591895281 | -5297.95918952809 |
| 195 | 250047 | 148959.46069769 | 101087.539302309 |
| 196 | 243511 | 256093.548526166 | -12582.5485261659 |
| 197 | 62215 | 64768.3205689752 | -2553.32056897518 |
| 198 | 104838 | 113630.032762637 | -8792.03276263664 |
| 199 | 77272 | 96345.3022993226 | -19073.3022993226 |
| 200 | 148446 | 281448.020457765 | -133002.020457765 |
| 201 | 69304 | 91103.1355459821 | -21799.1355459821 |
| 202 | 102538 | 125006.515667594 | -22468.5156675935 |
| 203 | 101097 | 106583.826130681 | -5486.82613068089 |
| 204 | 223632 | 222967.951038038 | 664.048961961945 |
| 205 | 141722 | 134241.303061229 | 7480.69693877132 |
| 206 | 351067 | 319204.381371154 | 31862.6186288462 |
| 207 | 311473 | 292217.884311282 | 19255.1156887175 |
| 208 | 152601 | 126496.593687327 | 26104.4063126732 |
| 209 | 215147 | 215778.999466797 | -631.999466797248 |
| 210 | 52164 | 97728.429643433 | -45564.429643433 |
| 211 | 91005 | 74305.4981645163 | 16699.5018354837 |
| 212 | 265318 | 300371.126470377 | -35053.1264703771 |
| 213 | 299775 | 225694.088256518 | 74080.9117434818 |
| 214 | 241066 | 199563.301914758 | 41502.6980852423 |
| 215 | 118612 | 115144.921612556 | 3467.07838744373 |
| 216 | 173326 | 229318.77279225 | -55992.7727922498 |
| 217 | 225548 | 224734.137043526 | 813.862956473704 |
| 218 | 277965 | 267129.086939598 | 10835.9130604018 |
| 219 | 317394 | 236561.386376835 | 80832.6136231647 |
| 220 | 177939 | 166404.38651506 | 11534.61348494 |
| 221 | 92630 | 76128.2474287302 | 16501.7525712698 |
| 222 | 140344 | 120835.945836693 | 19508.0541633071 |
| 223 | 230964 | 218577.047757712 | 12386.9522422876 |
| 224 | 199476 | 215830.706755735 | -16354.7067557348 |
| 225 | 174724 | 253584.068328248 | -78860.0683282478 |
| 226 | 128423 | 157121.30914765 | -28698.3091476499 |
| 227 | 341570 | 276325.821006958 | 65244.1789930421 |
| 228 | 64187 | 63542.5535135037 | 644.446486496344 |
| 229 | 150580 | 129366.567055397 | 21213.4329446026 |
| 230 | 204713 | 166737.402372772 | 37975.5976272277 |
| 231 | 244749 | 232893.854963868 | 11855.1450361318 |
| 232 | 98146 | 78340.8059751506 | 19805.1940248494 |
| 233 | 351619 | 282060.67063135 | 69558.32936865 |
| 234 | 58981 | 71961.1622997273 | -12980.1622997273 |
| 235 | 233328 | 259326.798349164 | -25998.7983491638 |
| 236 | 182613 | 185337.615454876 | -2724.615454876 |
| 237 | 89113 | 89384.7252780933 | -271.725278093338 |
| 238 | 324799 | 357555.709514713 | -32756.7095147128 |
| 239 | 143246 | 211851.398009847 | -68605.398009847 |
| 240 | 40151 | 56356.3856727308 | -16205.3856727308 |
| 241 | 158399 | 89581.2044505741 | 68817.7955494259 |
| 242 | 195838 | 225762.806765527 | -29924.8067655271 |
| 243 | 286468 | 230066.714941846 | 56401.2850581543 |
| 244 | 175824 | 178464.324504404 | -2640.32450440415 |
| 245 | 143756 | 204134.467288243 | -60378.4672882427 |
| 246 | 139942 | 138542.93422198 | 1399.06577801992 |
| 247 | 104011 | 118584.313703994 | -14573.313703994 |
| 248 | 196553 | 151550.020813132 | 45002.9791868681 |
| 249 | 180083 | 162943.950743174 | 17139.0492568259 |
| 250 | 260561 | 253427.974259053 | 7133.02574094715 |
| 251 | 294424 | 237253.990741034 | 57170.0092589657 |
| 252 | 99611 | 110771.428561051 | -11160.4285610514 |
| 253 | 131069 | 149883.960419162 | -18814.9604191616 |
| 254 | 65475 | 71788.2639314254 | -6313.26393142538 |
| 255 | 237213 | 209137.565599325 | 28075.4344006753 |
| 256 | 324598 | 279774.170749089 | 44823.8292509112 |
| 257 | 170266 | 165501.367081367 | 4764.63291863338 |
| 258 | 269651 | 211762.0341474 | 57888.9658526003 |
| 259 | 243060 | 177342.8289605 | 65717.1710394999 |
| 260 | 149112 | 158328.537853733 | -9216.53785373258 |
| 261 | 174415 | 214537.809168882 | -40122.8091688825 |
| 262 | 133131 | 142071.948709635 | -8940.94870963534 |
| 263 | 133328 | 134989.498577572 | -1661.49857757169 |
| 264 | 56653 | 105014.025394422 | -48361.0253944217 |
| 265 | 50857 | 66492.14892858 | -15635.14892858 |
| 266 | 74408 | 101628.185927191 | -27220.1859271914 |
| 267 | 193339 | 214725.062869174 | -21386.0628691735 |
| 268 | 275541 | 231415.946286674 | 44125.0537133257 |
| 269 | 96560 | 126760.008371261 | -30200.0083712609 |
| 270 | 243199 | 209784.822645891 | 33414.1773541088 |
| 271 | 76702 | 110339.554850085 | -33637.5548500849 |
| 272 | 272458 | 233171.308358181 | 39286.6916418194 |
| 273 | 103425 | 101037.84941879 | 2387.15058121024 |
| 274 | 271856 | 238987.874745039 | 32868.1252549608 |
| 275 | 139526 | 187045.045819149 | -47519.0458191491 |
| 276 | 172494 | 168776.16905531 | 3717.83094468998 |
| 277 | 120445 | 163157.664087636 | -42712.664087636 |
| 278 | 181528 | 111533.369090056 | 69994.6309099438 |
| 279 | 236785 | 225770.070528217 | 11014.9294717831 |
| 280 | 224330 | 276793.718356457 | -52463.7183564568 |
| 281 | 202925 | 241314.038123668 | -38389.0381236676 |
| 282 | 30837 | 33739.3381628266 | -2902.33816282663 |
| 283 | 329267 | 355171.599003177 | -25904.5990031772 |
| 284 | 125930 | 131329.976119119 | -5399.97611911854 |
| 285 | 204271 | 191045.556869994 | 13225.4431300057 |
| 286 | 51567 | 76116.5860789986 | -24549.5860789986 |
| 287 | 325107 | 229491.209283363 | 95615.7907166371 |
| 288 | 119016 | 206392.607532624 | -87376.6075326241 |
| 289 | 265769 | 272125.201731712 | -6356.20173171153 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.107079309842359 | 0.214158619684718 | 0.892920690157641 |
| 12 | 0.0388874140176193 | 0.0777748280352386 | 0.961112585982381 |
| 13 | 0.0183692932335548 | 0.0367385864671096 | 0.981630706766445 |
| 14 | 0.00638297032914277 | 0.0127659406582855 | 0.993617029670857 |
| 15 | 0.00196883968254195 | 0.00393767936508389 | 0.998031160317458 |
| 16 | 0.000717848620641655 | 0.00143569724128331 | 0.999282151379358 |
| 17 | 0.000207058628304329 | 0.000414117256608658 | 0.999792941371696 |
| 18 | 0.000125174321144646 | 0.000250348642289292 | 0.999874825678855 |
| 19 | 3.87252562314542e-05 | 7.74505124629085e-05 | 0.999961274743769 |
| 20 | 3.36847297852297e-05 | 6.73694595704593e-05 | 0.999966315270215 |
| 21 | 3.74738840382829e-05 | 7.49477680765658e-05 | 0.999962526115962 |
| 22 | 1.19551048070667e-05 | 2.39102096141333e-05 | 0.999988044895193 |
| 23 | 4.29835304067128e-06 | 8.59670608134257e-06 | 0.999995701646959 |
| 24 | 4.63510530387516e-06 | 9.27021060775033e-06 | 0.999995364894696 |
| 25 | 0.00167798545354096 | 0.00335597090708192 | 0.998322014546459 |
| 26 | 0.00116786148118389 | 0.00233572296236777 | 0.998832138518816 |
| 27 | 0.0892618523540982 | 0.178523704708196 | 0.910738147645902 |
| 28 | 0.0645188465936151 | 0.12903769318723 | 0.935481153406385 |
| 29 | 0.0557748288242036 | 0.111549657648407 | 0.944225171175796 |
| 30 | 0.0523676716885124 | 0.104735343377025 | 0.947632328311488 |
| 31 | 0.0371681189591715 | 0.0743362379183429 | 0.962831881040829 |
| 32 | 0.0642526147953453 | 0.128505229590691 | 0.935747385204655 |
| 33 | 0.108102802435528 | 0.216205604871056 | 0.891897197564472 |
| 34 | 0.0860828779940333 | 0.172165755988067 | 0.913917122005967 |
| 35 | 0.0685256946338303 | 0.137051389267661 | 0.93147430536617 |
| 36 | 0.0573093675647783 | 0.114618735129557 | 0.942690632435222 |
| 37 | 0.0479603126503941 | 0.0959206253007883 | 0.952039687349606 |
| 38 | 0.0353909498846486 | 0.0707818997692972 | 0.964609050115351 |
| 39 | 0.135679201402085 | 0.27135840280417 | 0.864320798597915 |
| 40 | 0.112176927412292 | 0.224353854824583 | 0.887823072587708 |
| 41 | 0.0932299345153171 | 0.186459869030634 | 0.906770065484683 |
| 42 | 0.0842744202777439 | 0.168548840555488 | 0.915725579722256 |
| 43 | 0.0658360211063419 | 0.131672042212684 | 0.934163978893658 |
| 44 | 0.0502925833681196 | 0.100585166736239 | 0.94970741663188 |
| 45 | 0.339881305334276 | 0.679762610668552 | 0.660118694665724 |
| 46 | 0.342309318094143 | 0.684618636188286 | 0.657690681905857 |
| 47 | 0.306226977835486 | 0.612453955670973 | 0.693773022164514 |
| 48 | 0.270074497202554 | 0.540148994405108 | 0.729925502797446 |
| 49 | 0.266583024626168 | 0.533166049252336 | 0.733416975373832 |
| 50 | 0.240548686923231 | 0.481097373846461 | 0.759451313076769 |
| 51 | 0.212450247825941 | 0.424900495651882 | 0.787549752174059 |
| 52 | 0.203825646162224 | 0.407651292324448 | 0.796174353837776 |
| 53 | 0.176234842998248 | 0.352469685996497 | 0.823765157001752 |
| 54 | 0.611889393081688 | 0.776221213836623 | 0.388110606918312 |
| 55 | 0.643173648521441 | 0.713652702957118 | 0.356826351478559 |
| 56 | 0.624441030580361 | 0.751117938839278 | 0.375558969419639 |
| 57 | 0.589929025676623 | 0.820141948646755 | 0.410070974323377 |
| 58 | 0.571660777178601 | 0.856678445642798 | 0.428339222821399 |
| 59 | 0.61182124257652 | 0.776357514846959 | 0.38817875742348 |
| 60 | 0.807242465554656 | 0.385515068890688 | 0.192757534445344 |
| 61 | 0.813505250585246 | 0.372989498829508 | 0.186494749414754 |
| 62 | 0.80520877348426 | 0.38958245303148 | 0.19479122651574 |
| 63 | 0.783356864014921 | 0.433286271970157 | 0.216643135985079 |
| 64 | 0.758675368236499 | 0.482649263527003 | 0.241324631763501 |
| 65 | 0.750341342833973 | 0.499317314332053 | 0.249658657166027 |
| 66 | 0.719892179045785 | 0.560215641908431 | 0.280107820954215 |
| 67 | 0.706763357952426 | 0.586473284095149 | 0.293236642047574 |
| 68 | 0.675495617200591 | 0.649008765598818 | 0.324504382799409 |
| 69 | 0.660221796222597 | 0.679556407554806 | 0.339778203777403 |
| 70 | 0.632247533650217 | 0.735504932699566 | 0.367752466349783 |
| 71 | 0.594521353285987 | 0.810957293428026 | 0.405478646714013 |
| 72 | 0.55600435423407 | 0.88799129153186 | 0.44399564576593 |
| 73 | 0.51783273098332 | 0.964334538033359 | 0.48216726901668 |
| 74 | 0.479007436513288 | 0.958014873026577 | 0.520992563486712 |
| 75 | 0.44233453308696 | 0.884669066173921 | 0.55766546691304 |
| 76 | 0.40614510731216 | 0.81229021462432 | 0.59385489268784 |
| 77 | 0.379792168811376 | 0.759584337622752 | 0.620207831188624 |
| 78 | 0.380752271208004 | 0.761504542416008 | 0.619247728791996 |
| 79 | 0.347052171946857 | 0.694104343893713 | 0.652947828053143 |
| 80 | 0.315506942578785 | 0.631013885157569 | 0.684493057421215 |
| 81 | 0.282182536282594 | 0.564365072565189 | 0.717817463717406 |
| 82 | 0.264981540698014 | 0.529963081396028 | 0.735018459301986 |
| 83 | 0.234448917727393 | 0.468897835454785 | 0.765551082272607 |
| 84 | 0.333087378368396 | 0.666174756736791 | 0.666912621631604 |
| 85 | 0.299584480559576 | 0.599168961119152 | 0.700415519440424 |
| 86 | 0.30913808426447 | 0.618276168528939 | 0.69086191573553 |
| 87 | 0.27748997615556 | 0.55497995231112 | 0.72251002384444 |
| 88 | 0.273417309032038 | 0.546834618064077 | 0.726582690967962 |
| 89 | 0.24505748572096 | 0.490114971441919 | 0.75494251427904 |
| 90 | 0.21687164354781 | 0.433743287095619 | 0.78312835645219 |
| 91 | 0.202948357402888 | 0.405896714805776 | 0.797051642597112 |
| 92 | 0.19459148653053 | 0.38918297306106 | 0.80540851346947 |
| 93 | 0.178088776030378 | 0.356177552060755 | 0.821911223969622 |
| 94 | 0.169819665680784 | 0.339639331361569 | 0.830180334319216 |
| 95 | 0.158889082395705 | 0.317778164791409 | 0.841110917604295 |
| 96 | 0.144360674235743 | 0.288721348471485 | 0.855639325764257 |
| 97 | 0.124857329494759 | 0.249714658989519 | 0.875142670505241 |
| 98 | 0.130006261692639 | 0.260012523385278 | 0.869993738307361 |
| 99 | 0.118251922984654 | 0.236503845969307 | 0.881748077015346 |
| 100 | 0.107221910932806 | 0.214443821865613 | 0.892778089067193 |
| 101 | 0.0914020124974093 | 0.182804024994819 | 0.908597987502591 |
| 102 | 0.083843964852599 | 0.167687929705198 | 0.916156035147401 |
| 103 | 0.0737053545164135 | 0.147410709032827 | 0.926294645483587 |
| 104 | 0.0711633460759399 | 0.14232669215188 | 0.92883665392406 |
| 105 | 0.0612631548844864 | 0.122526309768973 | 0.938736845115514 |
| 106 | 0.0531160969818353 | 0.106232193963671 | 0.946883903018165 |
| 107 | 0.0762408209968105 | 0.152481641993621 | 0.923759179003189 |
| 108 | 0.0643655953878595 | 0.128731190775719 | 0.935634404612141 |
| 109 | 0.0538037053030455 | 0.107607410606091 | 0.946196294696955 |
| 110 | 0.0493425777059901 | 0.0986851554119803 | 0.95065742229401 |
| 111 | 0.0602735930812817 | 0.120547186162563 | 0.939726406918718 |
| 112 | 0.0516625167185793 | 0.103325033437159 | 0.948337483281421 |
| 113 | 0.0428987324252298 | 0.0857974648504596 | 0.95710126757477 |
| 114 | 0.0378577730030431 | 0.0757155460060862 | 0.962142226996957 |
| 115 | 0.0310821504040573 | 0.0621643008081145 | 0.968917849595943 |
| 116 | 0.0253998892520284 | 0.0507997785040568 | 0.974600110747972 |
| 117 | 0.0206997098515082 | 0.0413994197030165 | 0.979300290148492 |
| 118 | 0.0213906108378635 | 0.042781221675727 | 0.978609389162136 |
| 119 | 0.019645648790591 | 0.039291297581182 | 0.980354351209409 |
| 120 | 0.0159269883872338 | 0.0318539767744675 | 0.984073011612766 |
| 121 | 0.0212494668176664 | 0.0424989336353328 | 0.978750533182334 |
| 122 | 0.0205968180017564 | 0.0411936360035127 | 0.979403181998244 |
| 123 | 0.0166757778786745 | 0.0333515557573489 | 0.983324222121326 |
| 124 | 0.0146534957040907 | 0.0293069914081813 | 0.985346504295909 |
| 125 | 0.0128909954765828 | 0.0257819909531655 | 0.987109004523417 |
| 126 | 0.0142664916461157 | 0.0285329832922313 | 0.985733508353884 |
| 127 | 0.0114583629068091 | 0.0229167258136182 | 0.988541637093191 |
| 128 | 0.0098677563687239 | 0.0197355127374478 | 0.990132243631276 |
| 129 | 0.00782610225704432 | 0.0156522045140886 | 0.992173897742956 |
| 130 | 0.00629974516551137 | 0.0125994903310227 | 0.993700254834489 |
| 131 | 0.00515451408315378 | 0.0103090281663076 | 0.994845485916846 |
| 132 | 0.00410655505949053 | 0.00821311011898105 | 0.995893444940509 |
| 133 | 0.00360811855050432 | 0.00721623710100864 | 0.996391881449496 |
| 134 | 0.00333776482634898 | 0.00667552965269796 | 0.996662235173651 |
| 135 | 0.00303379060492936 | 0.00606758120985871 | 0.996966209395071 |
| 136 | 0.00239457466749111 | 0.00478914933498222 | 0.997605425332509 |
| 137 | 0.0018851674137637 | 0.00377033482752739 | 0.998114832586236 |
| 138 | 0.00143248327455216 | 0.00286496654910433 | 0.998567516725448 |
| 139 | 0.00111555675948872 | 0.00223111351897745 | 0.998884443240511 |
| 140 | 0.000866246311461561 | 0.00173249262292312 | 0.999133753688538 |
| 141 | 0.0225298291227917 | 0.0450596582455835 | 0.977470170877208 |
| 142 | 0.0187348163618573 | 0.0374696327237147 | 0.981265183638143 |
| 143 | 0.0331676719251789 | 0.0663353438503578 | 0.966832328074821 |
| 144 | 0.161671666106103 | 0.323343332212205 | 0.838328333893897 |
| 145 | 0.163064102264663 | 0.326128204529327 | 0.836935897735337 |
| 146 | 0.144209007842765 | 0.288418015685531 | 0.855790992157235 |
| 147 | 0.131076134642515 | 0.26215226928503 | 0.868923865357485 |
| 148 | 0.115357338135951 | 0.230714676271902 | 0.884642661864049 |
| 149 | 0.121730643831005 | 0.243461287662009 | 0.878269356168995 |
| 150 | 0.13918014676459 | 0.27836029352918 | 0.86081985323541 |
| 151 | 0.121436559834837 | 0.242873119669674 | 0.878563440165163 |
| 152 | 0.109897513346986 | 0.219795026693971 | 0.890102486653014 |
| 153 | 0.101426010354499 | 0.202852020708999 | 0.898573989645501 |
| 154 | 0.0887694404005402 | 0.17753888080108 | 0.91123055959946 |
| 155 | 0.0760498061518989 | 0.152099612303798 | 0.923950193848101 |
| 156 | 0.0650275156418103 | 0.130055031283621 | 0.93497248435819 |
| 157 | 0.14213311173191 | 0.284266223463819 | 0.85786688826809 |
| 158 | 0.161931500708348 | 0.323863001416696 | 0.838068499291652 |
| 159 | 0.156436981617958 | 0.312873963235917 | 0.843563018382042 |
| 160 | 0.139666511852902 | 0.279333023705803 | 0.860333488147098 |
| 161 | 0.122388420681883 | 0.244776841363766 | 0.877611579318117 |
| 162 | 0.105994743975031 | 0.211989487950062 | 0.894005256024969 |
| 163 | 0.0915242168212242 | 0.183048433642448 | 0.908475783178776 |
| 164 | 0.0862449312731844 | 0.172489862546369 | 0.913755068726816 |
| 165 | 0.086134032151769 | 0.172268064303538 | 0.913865967848231 |
| 166 | 0.0736505395852775 | 0.147301079170555 | 0.926349460414723 |
| 167 | 0.0937129846556196 | 0.187425969311239 | 0.90628701534438 |
| 168 | 0.0874570420380572 | 0.174914084076114 | 0.912542957961943 |
| 169 | 0.0767559342884564 | 0.153511868576913 | 0.923244065711544 |
| 170 | 0.065479267046845 | 0.13095853409369 | 0.934520732953155 |
| 171 | 0.0558310591868862 | 0.111662118373772 | 0.944168940813114 |
| 172 | 0.0472312020265699 | 0.0944624040531398 | 0.95276879797343 |
| 173 | 0.0448757508566816 | 0.0897515017133632 | 0.955124249143318 |
| 174 | 0.0375647469281868 | 0.0751294938563736 | 0.962435253071813 |
| 175 | 0.0545618702241266 | 0.109123740448253 | 0.945438129775873 |
| 176 | 0.0485186158502018 | 0.0970372317004036 | 0.951481384149798 |
| 177 | 0.0406337581465676 | 0.0812675162931351 | 0.959366241853432 |
| 178 | 0.0401148077841145 | 0.0802296155682291 | 0.959885192215885 |
| 179 | 0.0342625329127602 | 0.0685250658255203 | 0.96573746708724 |
| 180 | 0.0421829597243851 | 0.0843659194487702 | 0.957817040275615 |
| 181 | 0.0353878929792319 | 0.0707757859584638 | 0.964612107020768 |
| 182 | 0.0339058339933663 | 0.0678116679867326 | 0.966094166006634 |
| 183 | 0.0730719592259527 | 0.146143918451905 | 0.926928040774047 |
| 184 | 0.0630737804698136 | 0.126147560939627 | 0.936926219530186 |
| 185 | 0.055717410101321 | 0.111434820202642 | 0.944282589898679 |
| 186 | 0.0655536418169491 | 0.131107283633898 | 0.934446358183051 |
| 187 | 0.0571928022075585 | 0.114385604415117 | 0.942807197792441 |
| 188 | 0.0482896332329114 | 0.0965792664658228 | 0.951710366767089 |
| 189 | 0.0406686948722504 | 0.0813373897445007 | 0.95933130512775 |
| 190 | 0.0345179308652442 | 0.0690358617304884 | 0.965482069134756 |
| 191 | 0.0409834212137579 | 0.0819668424275158 | 0.959016578786242 |
| 192 | 0.0337420491154479 | 0.0674840982308957 | 0.966257950884552 |
| 193 | 0.0351188117362485 | 0.0702376234724969 | 0.964881188263752 |
| 194 | 0.0287111581761816 | 0.0574223163523633 | 0.971288841823818 |
| 195 | 0.0867754185704704 | 0.173550837140941 | 0.91322458142953 |
| 196 | 0.0749747234989104 | 0.149949446997821 | 0.92502527650109 |
| 197 | 0.0630630548783642 | 0.126126109756728 | 0.936936945121636 |
| 198 | 0.0527823224441023 | 0.105564644888205 | 0.947217677555898 |
| 199 | 0.0450222141289649 | 0.0900444282579298 | 0.954977785871035 |
| 200 | 0.274893534309363 | 0.549787068618725 | 0.725106465690638 |
| 201 | 0.254459045612792 | 0.508918091225583 | 0.745540954387208 |
| 202 | 0.236231746697122 | 0.472463493394244 | 0.763768253302878 |
| 203 | 0.209047876294565 | 0.418095752589131 | 0.790952123705435 |
| 204 | 0.183143375692144 | 0.366286751384288 | 0.816856624307856 |
| 205 | 0.166481514302322 | 0.332963028604643 | 0.833518485697678 |
| 206 | 0.153821084121181 | 0.307642168242362 | 0.846178915878819 |
| 207 | 0.135570416885058 | 0.271140833770116 | 0.864429583114942 |
| 208 | 0.120831358238319 | 0.241662716476638 | 0.879168641761681 |
| 209 | 0.103709739247641 | 0.207419478495282 | 0.896290260752359 |
| 210 | 0.112226302906485 | 0.22445260581297 | 0.887773697093515 |
| 211 | 0.0968363181409403 | 0.193672636281881 | 0.90316368185906 |
| 212 | 0.100079021293468 | 0.200158042586935 | 0.899920978706532 |
| 213 | 0.140419340478954 | 0.280838680957909 | 0.859580659521046 |
| 214 | 0.134625383949586 | 0.269250767899173 | 0.865374616050414 |
| 215 | 0.11486580501056 | 0.229731610021119 | 0.88513419498944 |
| 216 | 0.154808953829505 | 0.309617907659011 | 0.845191046170495 |
| 217 | 0.134013723114651 | 0.268027446229302 | 0.865986276885349 |
| 218 | 0.115007386904133 | 0.230014773808267 | 0.884992613095867 |
| 219 | 0.190791636747821 | 0.381583273495642 | 0.809208363252179 |
| 220 | 0.16548795763125 | 0.330975915262499 | 0.83451204236875 |
| 221 | 0.149180852613767 | 0.298361705227534 | 0.850819147386233 |
| 222 | 0.130329349375415 | 0.26065869875083 | 0.869670650624585 |
| 223 | 0.110938475552645 | 0.221876951105291 | 0.889061524447355 |
| 224 | 0.099361796201007 | 0.198723592402014 | 0.900638203798993 |
| 225 | 0.18008518452546 | 0.360170369050919 | 0.81991481547454 |
| 226 | 0.202570155886696 | 0.405140311773392 | 0.797429844113304 |
| 227 | 0.284723360524927 | 0.569446721049855 | 0.715276639475073 |
| 228 | 0.251386663521638 | 0.502773327043276 | 0.748613336478362 |
| 229 | 0.223360017220765 | 0.44672003444153 | 0.776639982779235 |
| 230 | 0.219020545849138 | 0.438041091698275 | 0.780979454150862 |
| 231 | 0.189783670955515 | 0.379567341911031 | 0.810216329044485 |
| 232 | 0.168261177150024 | 0.336522354300047 | 0.831738822849976 |
| 233 | 0.220322890452033 | 0.440645780904066 | 0.779677109547967 |
| 234 | 0.199452120531673 | 0.398904241063347 | 0.800547879468327 |
| 235 | 0.17696980921745 | 0.353939618434899 | 0.82303019078255 |
| 236 | 0.150538556076146 | 0.301077112152291 | 0.849461443923854 |
| 237 | 0.125769834891382 | 0.251539669782764 | 0.874230165108618 |
| 238 | 0.12361032341605 | 0.247220646832101 | 0.87638967658395 |
| 239 | 0.211550260684106 | 0.423100521368212 | 0.788449739315894 |
| 240 | 0.181908650443435 | 0.36381730088687 | 0.818091349556565 |
| 241 | 0.249490273855623 | 0.498980547711246 | 0.750509726144377 |
| 242 | 0.244388512669682 | 0.488777025339364 | 0.755611487330318 |
| 243 | 0.267149729766192 | 0.534299459532384 | 0.732850270233808 |
| 244 | 0.229495056043572 | 0.458990112087144 | 0.770504943956428 |
| 245 | 0.356446448963389 | 0.712892897926779 | 0.643553551036611 |
| 246 | 0.316120875983392 | 0.632241751966784 | 0.683879124016608 |
| 247 | 0.29332314063343 | 0.586646281266859 | 0.70667685936657 |
| 248 | 0.277877322298876 | 0.555754644597752 | 0.722122677701124 |
| 249 | 0.243229462684887 | 0.486458925369775 | 0.756770537315113 |
| 250 | 0.233730162897939 | 0.467460325795878 | 0.766269837102061 |
| 251 | 0.229844525227644 | 0.459689050455289 | 0.770155474772356 |
| 252 | 0.199450025828799 | 0.398900051657598 | 0.800549974171201 |
| 253 | 0.182956113507767 | 0.365912227015534 | 0.817043886492233 |
| 254 | 0.149038924335856 | 0.298077848671711 | 0.850961075664144 |
| 255 | 0.120781877722715 | 0.241563755445429 | 0.879218122277285 |
| 256 | 0.114746782237543 | 0.229493564475086 | 0.885253217762457 |
| 257 | 0.0965063355698269 | 0.193012671139654 | 0.903493664430173 |
| 258 | 0.124818906604293 | 0.249637813208586 | 0.875181093395707 |
| 259 | 0.247436727156902 | 0.494873454313803 | 0.752563272843098 |
| 260 | 0.211219128076047 | 0.422438256152094 | 0.788780871923953 |
| 261 | 0.208072161511244 | 0.416144323022488 | 0.791927838488756 |
| 262 | 0.177292280009896 | 0.354584560019792 | 0.822707719990104 |
| 263 | 0.137908996258813 | 0.275817992517627 | 0.862091003741187 |
| 264 | 0.172764067109264 | 0.345528134218529 | 0.827235932890736 |
| 265 | 0.13759728119112 | 0.27519456238224 | 0.86240271880888 |
| 266 | 0.103891388244859 | 0.207782776489717 | 0.896108611755141 |
| 267 | 0.0771638536023707 | 0.154327707204741 | 0.922836146397629 |
| 268 | 0.0784082922729816 | 0.156816584545963 | 0.921591707727018 |
| 269 | 0.0672673762723147 | 0.134534752544629 | 0.932732623727685 |
| 270 | 0.113938399065618 | 0.227876798131237 | 0.886061600934382 |
| 271 | 0.0882370212511098 | 0.17647404250222 | 0.91176297874889 |
| 272 | 0.072601902492092 | 0.145203804984184 | 0.927398097507908 |
| 273 | 0.0474557944569349 | 0.0949115889138699 | 0.952544205543065 |
| 274 | 0.028506181943296 | 0.057012363886592 | 0.971493818056704 |
| 275 | 0.0345473866880084 | 0.0690947733760167 | 0.965452613311992 |
| 276 | 0.145624494538605 | 0.29124898907721 | 0.854375505461395 |
| 277 | 0.142514102885428 | 0.285028205770856 | 0.857485897114572 |
| 278 | 0.243191563451785 | 0.486383126903571 | 0.756808436548215 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 21 | 0.0783582089552239 | NOK |
| 5% type I error level | 40 | 0.149253731343284 | NOK |
| 10% type I error level | 71 | 0.264925373134328 | NOK |
