Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 238.702766832244 + 0.00641228433822751time[t] + 5.33194621066572aantal_logins[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) | 238.702766832244 | 37.034517 | 6.4454 | 0 | 0 |
time | 0.00641228433822751 | 0.000315 | 20.3244 | 0 | 0 |
aantal_logins | 5.33194621066572 | 0.76699 | 6.9518 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.909083801110027 |
R-squared | 0.826433357440656 |
Adjusted R-squared | 0.825219604695486 |
F-TEST (value) | 680.891030507817 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 286 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 307.779667014329 |
Sum Squared Residuals | 27092300.500251 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1889.68740755207 | -471.687407552075 |
2 | 869 | 1313.06273843697 | -444.062738436965 |
3 | 1530 | 1658.44734618005 | -128.447346180055 |
4 | 2172 | 1863.10321939679 | 308.896780603211 |
5 | 901 | 1241.87786146343 | -340.877861463429 |
6 | 463 | 710.223771803035 | -247.223771803035 |
7 | 3201 | 3201.3954482677 | -0.395448267696057 |
8 | 371 | 547.373270123233 | -176.373270123233 |
9 | 1192 | 1226.39201966332 | -34.3920196633197 |
10 | 1583 | 1429.12991584207 | 153.870084157933 |
11 | 1439 | 1475.5437864066 | -36.5437864066017 |
12 | 1764 | 2207.66345325213 | -443.663453252127 |
13 | 1495 | 1819.32962857845 | -324.329628578449 |
14 | 1373 | 1385.63363465143 | -12.6336346514254 |
15 | 2187 | 2218.58682296216 | -31.5868229621581 |
16 | 1491 | 1745.35461721721 | -254.354617217207 |
17 | 4041 | 3142.52602404672 | 898.473975953277 |
18 | 1706 | 2002.30275589191 | -296.302755891906 |
19 | 2152 | 2391.53711292867 | -239.537112928666 |
20 | 1036 | 1326.00395762223 | -290.003957622234 |
21 | 1882 | 1865.16428501767 | 16.8357149823292 |
22 | 1929 | 1927.53938556749 | 1.46061443250961 |
23 | 2242 | 2846.32899343089 | -604.328993430891 |
24 | 1220 | 1401.73198138926 | -181.731981389265 |
25 | 1289 | 1304.44893203585 | -15.4489320358529 |
26 | 2515 | 1849.62178692595 | 665.378213074046 |
27 | 2147 | 1890.29596075077 | 256.704039249232 |
28 | 2352 | 2282.15865034534 | 69.8413496546563 |
29 | 1638 | 2061.92681133734 | -423.926811337337 |
30 | 1222 | 1252.34270950342 | -30.3427095034161 |
31 | 1812 | 1900.23095952856 | -88.2309595285645 |
32 | 1677 | 1910.11747258739 | -233.117472587385 |
33 | 1579 | 1661.07743702616 | -82.0774370261642 |
34 | 1731 | 2309.38995208507 | -578.389952085072 |
35 | 807 | 948.0946623145 | -141.0946623145 |
36 | 2452 | 2537.1930290518 | -85.1930290518016 |
37 | 829 | 1067.70019128358 | -238.700191283578 |
38 | 1940 | 1866.72369950259 | 73.2763004974139 |
39 | 2662 | 2851.24396603628 | -189.243966036282 |
40 | 186 | 375.360404824682 | -189.360404824682 |
41 | 1499 | 1664.9381593315 | -165.938159331495 |
42 | 865 | 1080.97950501433 | -215.979505014329 |
43 | 1793 | 1263.10085454209 | 529.899145457913 |
44 | 2527 | 2721.35330987583 | -194.353309875827 |
45 | 2747 | 2325.02204703423 | 421.977952965766 |
46 | 1324 | 1493.44029687131 | -169.440296871305 |
47 | 2702 | 1936.65449285799 | 765.34550714201 |
48 | 1383 | 1528.20796612003 | -145.207966120034 |
49 | 1179 | 1136.01666862305 | 42.9833313769465 |
50 | 2099 | 1310.39268092724 | 788.607319072759 |
51 | 4308 | 3196.38139392563 | 1111.61860607437 |
52 | 918 | 967.932513532532 | -49.932513532532 |
53 | 1831 | 1765.1301021163 | 65.8698978836998 |
54 | 3373 | 2495.6365956569 | 877.363404343096 |
55 | 1713 | 1439.18437768441 | 273.815622315592 |
56 | 1438 | 1673.06252358803 | -235.06252358803 |
57 | 496 | 521.769809461268 | -25.7698094612682 |
58 | 2253 | 3731.03046258982 | -1478.03046258982 |
59 | 744 | 746.330290644158 | -2.33029064415798 |
60 | 1161 | 1228.21003405664 | -67.2100340566367 |
61 | 2352 | 1861.2565681871 | 490.7434318129 |
62 | 2144 | 2166.20592647061 | -22.205926470614 |
63 | 4691 | 3324.71369163246 | 1366.28630836754 |
64 | 1112 | 1132.26987447823 | -20.2698744782254 |
65 | 2694 | 2438.68514671007 | 255.314853289932 |
66 | 1973 | 2443.06438490265 | -470.064384902649 |
67 | 1769 | 1939.23389924283 | -170.233899242832 |
68 | 3148 | 2833.13418210754 | 314.865817892457 |
69 | 2474 | 2251.92235758887 | 222.077642411131 |
70 | 2084 | 1816.9178189667 | 267.082181033302 |
71 | 1954 | 1940.41042163547 | 13.5895783645325 |
72 | 1226 | 1802.97742437182 | -576.977424371822 |
73 | 1389 | 1638.21325116735 | -249.213251167348 |
74 | 1496 | 1706.42730884455 | -210.427308844551 |
75 | 2269 | 2086.54989651641 | 182.45010348359 |
76 | 1833 | 1772.7473687764 | 60.2526312236037 |
77 | 1268 | 1279.12840258535 | -11.1284025853469 |
78 | 1943 | 1684.23087793721 | 258.769122062792 |
79 | 893 | 881.051155199592 | 11.9488448004079 |
80 | 1762 | 1819.54421987678 | -57.5442198767807 |
81 | 1403 | 1552.62102555325 | -149.621025553251 |
82 | 1425 | 1405.7766398491 | 19.2233601508987 |
83 | 1857 | 2341.46261694373 | -484.462616943731 |
84 | 1840 | 2198.05987140477 | -358.059871404766 |
85 | 1502 | 1881.35565498212 | -379.355654982124 |
86 | 1441 | 1353.79225071909 | 87.2077492809092 |
87 | 1420 | 1497.88040842524 | -77.880408425239 |
88 | 1416 | 1206.87601205293 | 209.123987947075 |
89 | 2970 | 2940.33826472292 | 29.6617352770814 |
90 | 1317 | 1509.46231177437 | -192.462311774373 |
91 | 1644 | 1894.33921293274 | -250.339212932739 |
92 | 870 | 891.095076131419 | -21.0950761314186 |
93 | 1654 | 1265.90214365375 | 388.097856346254 |
94 | 1054 | 1321.32044283031 | -267.320442830307 |
95 | 937 | 1179.40631308168 | -242.406313081677 |
96 | 3004 | 2843.41729097147 | 160.582709028533 |
97 | 2008 | 2221.70609238599 | -213.706092385987 |
98 | 2547 | 1675.78783287535 | 871.212167124654 |
99 | 1885 | 1929.94891152108 | -44.9489115210788 |
100 | 1626 | 1742.15769812431 | -116.157698124312 |
101 | 1468 | 1421.22154916173 | 46.778450838271 |
102 | 2445 | 1983.2947250221 | 461.705274977903 |
103 | 1964 | 2133.18520935376 | -169.185209353764 |
104 | 1381 | 1453.02050588515 | -72.020505885148 |
105 | 1369 | 1617.61514890495 | -248.615148904948 |
106 | 1659 | 2057.81829360098 | -398.818293600977 |
107 | 2888 | 2563.83492952998 | 324.165070470019 |
108 | 1290 | 968.713757954359 | 321.286242045641 |
109 | 2845 | 2722.42986962379 | 122.570130376208 |
110 | 1982 | 2177.72247758564 | -195.72247758564 |
111 | 1904 | 2016.31052281219 | -112.310522812194 |
112 | 1391 | 1936.0662325436 | -545.066232543597 |
113 | 602 | 590.918565930418 | 11.0814340695818 |
114 | 1743 | 1562.69042049914 | 180.309579500859 |
115 | 1559 | 1876.04584485992 | -317.045844859923 |
116 | 2014 | 1736.21342209921 | 277.786577900795 |
117 | 2143 | 2137.73283678386 | 5.26716321613769 |
118 | 2146 | 2054.43752679715 | 91.562473202854 |
119 | 874 | 1143.10435135167 | -269.104351351668 |
120 | 1590 | 1158.12016474735 | 431.879835252648 |
121 | 1590 | 1386.89685466606 | 203.103145333944 |
122 | 1210 | 1042.72680433148 | 167.273195668517 |
123 | 2072 | 1446.09769934516 | 625.902300654837 |
124 | 1281 | 1268.6405410766 | 12.3594589234025 |
125 | 1401 | 1945.17211323018 | -544.17211323018 |
126 | 834 | 937.158643159083 | -103.158643159083 |
127 | 1105 | 1175.41304134012 | -70.4130413401156 |
128 | 1272 | 1113.63885055008 | 158.361149449924 |
129 | 1944 | 2178.73271927563 | -234.73271927563 |
130 | 391 | 439.107207089164 | -48.1072070891636 |
131 | 761 | 691.853895008309 | 69.1461049916912 |
132 | 1605 | 1562.98591271242 | 42.0140872875826 |
133 | 530 | 768.646094408626 | -238.646094408626 |
134 | 1988 | 1231.34590466489 | 756.654095335111 |
135 | 1386 | 1306.85687658829 | 79.1431234117132 |
136 | 2395 | 2732.47071619688 | -337.470716196879 |
137 | 387 | 459.018140659937 | -72.0181406599373 |
138 | 1742 | 1806.92220863056 | -64.9222086305582 |
139 | 620 | 485.235160527069 | 134.764839472931 |
140 | 449 | 541.445245035972 | -92.4452450359716 |
141 | 800 | 778.08120033875 | 21.9187996612504 |
142 | 1684 | 1429.7642933014 | 254.235706698597 |
143 | 1050 | 1013.55178797284 | 36.4482120271551 |
144 | 2699 | 2314.63783634233 | 384.362163657667 |
145 | 1606 | 1683.09871440122 | -77.0987144012225 |
146 | 1502 | 948.089040730739 | 553.910959269261 |
147 | 1204 | 1403.43211588304 | -199.432115883042 |
148 | 1138 | 1068.68821020538 | 69.3117897946172 |
149 | 568 | 665.027971695905 | -97.0279716959045 |
150 | 1459 | 1378.22762136406 | 80.7723786359377 |
151 | 2158 | 2332.35743675031 | -174.357436750307 |
152 | 1111 | 1622.04454442508 | -511.044544425078 |
153 | 1421 | 1262.08586864863 | 158.914131351366 |
154 | 2833 | 2689.19464788833 | 143.80535211167 |
155 | 1955 | 2288.03809950621 | -333.038099506211 |
156 | 2922 | 2996.37908261401 | -74.3790826140057 |
157 | 1002 | 1406.56631664657 | -404.56631664657 |
158 | 1060 | 968.634702007428 | 91.365297992572 |
159 | 956 | 962.516153358033 | -6.51615335803299 |
160 | 2186 | 3025.65836713063 | -839.658367130628 |
161 | 3604 | 3234.524296838 | 369.475703162001 |
162 | 1035 | 933.288434210674 | 101.711565789326 |
163 | 1417 | 1640.20000680861 | -223.200006808612 |
164 | 3261 | 2906.63152162545 | 354.368478374553 |
165 | 1587 | 1436.39485887399 | 150.605141126011 |
166 | 1424 | 1772.48824173428 | -348.488241734276 |
167 | 1701 | 1646.78805672871 | 54.2119432712872 |
168 | 1249 | 1648.6674716171 | -399.667471617101 |
169 | 946 | 1324.08009719748 | -378.080097197476 |
170 | 1926 | 2273.96287181694 | -347.962871816942 |
171 | 3352 | 2667.48019433764 | 684.51980566236 |
172 | 1641 | 1851.71210317665 | -210.712103176647 |
173 | 2035 | 1685.60776254548 | 349.392237454517 |
174 | 2312 | 2313.10371898434 | -1.103718984342 |
175 | 1369 | 1148.01229609543 | 220.987703904567 |
176 | 1577 | 1271.27045503557 | 305.729544964432 |
177 | 2201 | 1891.03583223112 | 309.964167768884 |
178 | 961 | 1002.45493457525 | -41.4549345752535 |
179 | 1900 | 2119.72204791208 | -219.722047912077 |
180 | 1254 | 1274.65947909175 | -20.659479091751 |
181 | 1335 | 1073.06841598568 | 261.93158401432 |
182 | 1597 | 1111.54519637378 | 485.454803626216 |
183 | 207 | 386.205861298787 | -179.205861298787 |
184 | 1645 | 1776.62144278412 | -131.621442784122 |
185 | 2429 | 2531.11119758399 | -102.111197583992 |
186 | 151 | 311.524532836472 | -160.524532836472 |
187 | 474 | 644.538878267254 | -170.538878267254 |
188 | 141 | 377.878851168451 | -236.878851168451 |
189 | 1639 | 1285.84636803694 | 353.153631963063 |
190 | 872 | 1030.61153867127 | -158.61153867127 |
191 | 1318 | 1473.15718724205 | -155.157187242055 |
192 | 1018 | 1081.32067391855 | -63.3206739185501 |
193 | 1383 | 978.516120616206 | 404.483879383794 |
194 | 1314 | 783.56185847992 | 530.43814152008 |
195 | 1335 | 1359.99240254044 | -24.9924025404387 |
196 | 1403 | 1244.54616244871 | 158.453837551291 |
197 | 910 | 881.984274354234 | 28.0157256457663 |
198 | 616 | 754.522115669673 | -138.522115669673 |
199 | 1407 | 1170.89905673286 | 236.100943267138 |
200 | 771 | 886.780926606087 | -115.780926606087 |
201 | 766 | 1048.77762864504 | -282.777628645038 |
202 | 473 | 656.064827581788 | -183.064827581788 |
203 | 1376 | 1457.1096116452 | -81.1096116452034 |
204 | 1232 | 1254.00612681561 | -22.0061268156078 |
205 | 1521 | 1006.12970063478 | 514.870299365224 |
206 | 572 | 656.039969145013 | -84.0399691450127 |
207 | 1059 | 987.205293028223 | 71.7947069717775 |
208 | 1544 | 1690.63701355796 | -146.637013557957 |
209 | 1230 | 1380.66385072244 | -150.66385072244 |
210 | 1206 | 1247.51425939673 | -41.5142593967308 |
211 | 1205 | 1045.95051350889 | 159.049486491113 |
212 | 1255 | 1227.97269109255 | 27.0273089074471 |
213 | 613 | 652.656039538873 | -39.6560395388727 |
214 | 721 | 1003.62688965156 | -282.626889651564 |
215 | 1109 | 808.855772969207 | 300.144227030793 |
216 | 740 | 731.150657091129 | 8.84934290887073 |
217 | 1126 | 863.252235277827 | 262.747764722173 |
218 | 728 | 760.153682719791 | -32.1536827197914 |
219 | 689 | 775.94608477741 | -86.9460847774095 |
220 | 592 | 848.41385730874 | -256.41385730874 |
221 | 995 | 893.263218938317 | 101.736781061683 |
222 | 1613 | 1198.90791472224 | 414.09208527776 |
223 | 2048 | 1155.69860492566 | 892.301395074335 |
224 | 705 | 786.638437127974 | -81.6384371279743 |
225 | 301 | 512.060293138896 | -211.060293138896 |
226 | 1803 | 1539.18562178379 | 263.81437821621 |
227 | 799 | 896.649432202619 | -97.6494322026191 |
228 | 861 | 872.739078172805 | -11.7390781728051 |
229 | 1186 | 876.750357376655 | 309.249642623345 |
230 | 1451 | 879.031022066191 | 571.968977933809 |
231 | 628 | 565.081452240396 | 62.9185477596037 |
232 | 1161 | 963.513922489775 | 197.486077510225 |
233 | 1463 | 1085.6892845209 | 377.310715479103 |
234 | 742 | 666.533013547374 | 75.4669864526258 |
235 | 979 | 942.871549814295 | 36.1284501857052 |
236 | 675 | 841.915490925804 | -166.915490925804 |
237 | 1241 | 1462.34809593911 | -221.348095939107 |
238 | 676 | 643.224359977917 | 32.7756400220828 |
239 | 1049 | 838.767498005883 | 210.232501994116 |
240 | 620 | 650.192756529126 | -30.1927565291265 |
241 | 1081 | 1014.60340260431 | 66.3965973956858 |
242 | 1688 | 1938.5070292183 | -250.5070292183 |
243 | 736 | 850.454370006161 | -114.454370006161 |
244 | 617 | 729.323419621594 | -112.323419621594 |
245 | 812 | 856.38617170917 | -44.3861717091704 |
246 | 1051 | 937.450006746183 | 113.549993253817 |
247 | 1656 | 1200.12651231336 | 455.873487686637 |
248 | 705 | 1007.78459712776 | -302.784597127757 |
249 | 945 | 1022.89887844668 | -77.8988784466774 |
250 | 554 | 594.264021830529 | -40.2640218305288 |
251 | 1597 | 1614.8244007038 | -17.8244007038032 |
252 | 982 | 1064.05493942072 | -82.0549394207248 |
253 | 222 | 421.425464809931 | -199.425464809931 |
254 | 1212 | 1211.82330964687 | 0.176690353133247 |
255 | 1143 | 1026.23967858689 | 116.760321413106 |
256 | 435 | 537.745356972814 | -102.745356972814 |
257 | 532 | 511.32595479874 | 20.6740452012604 |
258 | 882 | 1038.50611495906 | -156.506114959064 |
259 | 608 | 839.442632829411 | -231.442632829411 |
260 | 459 | 650.788835405722 | -191.788835405722 |
261 | 578 | 522.538756448137 | 55.4612435518628 |
262 | 826 | 876.347085720354 | -50.3470857203544 |
263 | 509 | 585.545862355561 | -76.5458623555608 |
264 | 717 | 687.27982774028 | 29.7201722597201 |
265 | 637 | 755.714098299576 | -118.714098299576 |
266 | 857 | 918.126192542646 | -61.1261925426462 |
267 | 830 | 874.152855085955 | -44.1528550859547 |
268 | 652 | 880.74239972749 | -228.74239972749 |
269 | 707 | 1163.69797297746 | -456.697972977464 |
270 | 954 | 991.803164465591 | -37.8031644655907 |
271 | 1461 | 1259.13367062803 | 201.866329371972 |
272 | 672 | 839.06299021916 | -167.06299021916 |
273 | 778 | 618.367007957349 | 159.632992042651 |
274 | 1141 | 1172.21919660596 | -31.2191966059601 |
275 | 680 | 781.605584623043 | -101.605584623043 |
276 | 1090 | 843.058106928735 | 246.941893071265 |
277 | 616 | 696.60689066052 | -80.6068906605204 |
278 | 285 | 429.418509020961 | -144.418509020961 |
279 | 1145 | 959.809905800442 | 185.190094199558 |
280 | 733 | 884.646865312183 | -151.646865312183 |
281 | 888 | 845.147193788702 | 42.8528062112983 |
282 | 849 | 1018.06656328068 | -169.066563280675 |
283 | 1182 | 976.879143141944 | 205.120856858056 |
284 | 528 | 582.095526247876 | -54.0955262478762 |
285 | 642 | 794.250609338028 | -152.250609338028 |
286 | 947 | 676.783181845461 | 270.216818154539 |
287 | 819 | 703.028398074967 | 115.971601925033 |
288 | 757 | 827.961042371526 | -70.961042371526 |
289 | 894 | 778.465058254897 | 115.534941745103 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.399317508048905 | 0.79863501609781 | 0.600682491951095 |
7 | 0.284216087138709 | 0.568432174277418 | 0.715783912861291 |
8 | 0.266431349468332 | 0.532862698936664 | 0.733568650531668 |
9 | 0.164487218844477 | 0.328974437688954 | 0.835512781155523 |
10 | 0.269460541171204 | 0.538921082342409 | 0.730539458828795 |
11 | 0.243563887024419 | 0.487127774048837 | 0.756436112975581 |
12 | 0.333809300018331 | 0.667618600036662 | 0.666190699981669 |
13 | 0.299709236697746 | 0.599418473395493 | 0.700290763302254 |
14 | 0.242043226107662 | 0.484086452215323 | 0.757956773892338 |
15 | 0.184739076779082 | 0.369478153558163 | 0.815260923220918 |
16 | 0.13954568104505 | 0.2790913620901 | 0.86045431895495 |
17 | 0.399335953514638 | 0.798671907029276 | 0.600664046485362 |
18 | 0.33452576322575 | 0.6690515264515 | 0.66547423677425 |
19 | 0.434465371918961 | 0.868930743837922 | 0.565534628081039 |
20 | 0.368484704808017 | 0.736969409616034 | 0.631515295191983 |
21 | 0.319617353868549 | 0.639234707737098 | 0.680382646131451 |
22 | 0.273355365195828 | 0.546710730391657 | 0.726644634804172 |
23 | 0.373230895788357 | 0.746461791576715 | 0.626769104211643 |
24 | 0.322022972620667 | 0.644045945241334 | 0.677977027379333 |
25 | 0.291081586615621 | 0.582163173231242 | 0.708918413384379 |
26 | 0.453118558407388 | 0.906237116814775 | 0.546881441592612 |
27 | 0.397701602087954 | 0.795403204175908 | 0.602298397912046 |
28 | 0.353422167599015 | 0.706844335198031 | 0.646577832400985 |
29 | 0.374590407651111 | 0.749180815302222 | 0.625409592348889 |
30 | 0.335396456735833 | 0.670792913471665 | 0.664603543264167 |
31 | 0.305206823915848 | 0.610413647831696 | 0.694793176084152 |
32 | 0.262646200107427 | 0.525292400214853 | 0.737353799892573 |
33 | 0.218675505208354 | 0.437351010416709 | 0.781324494791646 |
34 | 0.287793420071916 | 0.575586840143831 | 0.712206579928084 |
35 | 0.244888879442397 | 0.489777758884794 | 0.755111120557603 |
36 | 0.208812492528992 | 0.417624985057984 | 0.791187507471008 |
37 | 0.175539064657031 | 0.351078129314062 | 0.824460935342969 |
38 | 0.185969453667668 | 0.371938907335336 | 0.814030546332332 |
39 | 0.161038062593493 | 0.322076125186985 | 0.838961937406507 |
40 | 0.132501408274247 | 0.265002816548494 | 0.867498591725753 |
41 | 0.110489025024923 | 0.220978050049847 | 0.889510974975077 |
42 | 0.0897031196723142 | 0.179406239344628 | 0.910296880327686 |
43 | 0.118595343198373 | 0.237190686396747 | 0.881404656801627 |
44 | 0.171851722863977 | 0.343703445727954 | 0.828148277136023 |
45 | 0.283970188774748 | 0.567940377549495 | 0.716029811225252 |
46 | 0.248824001927199 | 0.497648003854398 | 0.751175998072801 |
47 | 0.390531603441037 | 0.781063206882075 | 0.609468396558963 |
48 | 0.350346962987001 | 0.700693925974001 | 0.649653037012999 |
49 | 0.32607382841205 | 0.6521476568241 | 0.67392617158795 |
50 | 0.579146046202218 | 0.841707907595565 | 0.420853953797782 |
51 | 0.915984110452625 | 0.168031779094751 | 0.0840158895473755 |
52 | 0.89807073345487 | 0.203858533090259 | 0.10192926654513 |
53 | 0.879055419635673 | 0.241889160728653 | 0.120944580364327 |
54 | 0.966990800714703 | 0.0660183985705938 | 0.0330091992852969 |
55 | 0.969753156293704 | 0.0604936874125922 | 0.0302468437062961 |
56 | 0.966650338249062 | 0.0666993235018758 | 0.0333496617509379 |
57 | 0.95901157882271 | 0.0819768423545793 | 0.0409884211772896 |
58 | 0.999996174277678 | 7.65144464436364e-06 | 3.82572232218182e-06 |
59 | 0.999993989628269 | 1.20207434625107e-05 | 6.01037173125537e-06 |
60 | 0.999990722613186 | 1.85547736277776e-05 | 9.27738681388879e-06 |
61 | 0.999994230649421 | 1.15387011572094e-05 | 5.76935057860469e-06 |
62 | 0.999991059678914 | 1.78806421712903e-05 | 8.94032108564517e-06 |
63 | 0.999999996487434 | 7.02513199535174e-09 | 3.51256599767587e-09 |
64 | 0.999999993902616 | 1.2194767138433e-08 | 6.0973835692165e-09 |
65 | 0.999999992361606 | 1.5276787835066e-08 | 7.63839391753299e-09 |
66 | 0.999999995859909 | 8.28018154548839e-09 | 4.14009077274419e-09 |
67 | 0.999999993757408 | 1.24851831295542e-08 | 6.24259156477711e-09 |
68 | 0.999999993126356 | 1.37472879256567e-08 | 6.87364396282837e-09 |
69 | 0.999999990792492 | 1.8415016300593e-08 | 9.2075081502965e-09 |
70 | 0.99999998936225 | 2.12755008825756e-08 | 1.06377504412878e-08 |
71 | 0.999999982031518 | 3.59369642274123e-08 | 1.79684821137061e-08 |
72 | 0.99999999394428 | 1.21114397343577e-08 | 6.05571986717886e-09 |
73 | 0.999999992184506 | 1.56309879262451e-08 | 7.81549396312256e-09 |
74 | 0.999999988881346 | 2.22373080275585e-08 | 1.11186540137793e-08 |
75 | 0.999999984528643 | 3.09427146654136e-08 | 1.54713573327068e-08 |
76 | 0.999999974802948 | 5.0394103654594e-08 | 2.5197051827297e-08 |
77 | 0.99999995851425 | 8.29715001857486e-08 | 4.14857500928743e-08 |
78 | 0.999999951950534 | 9.60989316426269e-08 | 4.80494658213134e-08 |
79 | 0.999999923144313 | 1.53711373343601e-07 | 7.68556866718004e-08 |
80 | 0.999999876817509 | 2.46364982841237e-07 | 1.23182491420619e-07 |
81 | 0.999999818041455 | 3.63917090820139e-07 | 1.81958545410069e-07 |
82 | 0.999999712174627 | 5.7565074560992e-07 | 2.8782537280496e-07 |
83 | 0.999999847821105 | 3.04357789115123e-07 | 1.52178894557561e-07 |
84 | 0.999999864796922 | 2.70406156439671e-07 | 1.35203078219836e-07 |
85 | 0.999999884683051 | 2.30633898051338e-07 | 1.15316949025669e-07 |
86 | 0.999999825965875 | 3.4806824934998e-07 | 1.7403412467499e-07 |
87 | 0.999999729060943 | 5.41878114699953e-07 | 2.70939057349977e-07 |
88 | 0.999999666152305 | 6.6769539054589e-07 | 3.33847695272945e-07 |
89 | 0.999999478674091 | 1.04265181816986e-06 | 5.21325909084929e-07 |
90 | 0.99999929282288 | 1.41435424005748e-06 | 7.07177120028739e-07 |
91 | 0.999999151248441 | 1.69750311837673e-06 | 8.48751559188365e-07 |
92 | 0.999998706194306 | 2.58761138835717e-06 | 1.29380569417858e-06 |
93 | 0.99999903040091 | 1.93919818013429e-06 | 9.69599090067146e-07 |
94 | 0.999998867236448 | 2.26552710358182e-06 | 1.13276355179091e-06 |
95 | 0.999998603803363 | 2.79239327442518e-06 | 1.39619663721259e-06 |
96 | 0.999998087229086 | 3.8255418287977e-06 | 1.91277091439885e-06 |
97 | 0.999997604869825 | 4.79026034998074e-06 | 2.39513017499037e-06 |
98 | 0.99999988889166 | 2.22216679975957e-07 | 1.11108339987978e-07 |
99 | 0.999999825393956 | 3.49212088105797e-07 | 1.74606044052899e-07 |
100 | 0.999999740268975 | 5.19462049734165e-07 | 2.59731024867082e-07 |
101 | 0.999999602102889 | 7.95794222063366e-07 | 3.97897111031683e-07 |
102 | 0.999999772780359 | 4.54439281276802e-07 | 2.27219640638401e-07 |
103 | 0.999999687644176 | 6.24711648452954e-07 | 3.12355824226477e-07 |
104 | 0.999999526411536 | 9.47176928886065e-07 | 4.73588464443033e-07 |
105 | 0.999999442544468 | 1.11491106419242e-06 | 5.57455532096212e-07 |
106 | 0.99999958412513 | 8.31749740172576e-07 | 4.15874870086288e-07 |
107 | 0.999999607472814 | 7.85054372181456e-07 | 3.92527186090728e-07 |
108 | 0.999999640907814 | 7.18184372174621e-07 | 3.5909218608731e-07 |
109 | 0.999999481435842 | 1.03712831612205e-06 | 5.18564158061027e-07 |
110 | 0.999999323630435 | 1.35273912974086e-06 | 6.76369564870432e-07 |
111 | 0.999999025168989 | 1.94966202269192e-06 | 9.74831011345958e-07 |
112 | 0.999999576207985 | 8.47584030272652e-07 | 4.23792015136326e-07 |
113 | 0.999999357861074 | 1.28427785253307e-06 | 6.42138926266535e-07 |
114 | 0.999999164732164 | 1.67053567103678e-06 | 8.35267835518392e-07 |
115 | 0.999999162096099 | 1.67580780256584e-06 | 8.3790390128292e-07 |
116 | 0.999999100636365 | 1.79872726996029e-06 | 8.99363634980144e-07 |
117 | 0.999998633748764 | 2.73250247226182e-06 | 1.36625123613091e-06 |
118 | 0.999998018055044 | 3.96388991227317e-06 | 1.98194495613658e-06 |
119 | 0.999997771826217 | 4.45634756534822e-06 | 2.22817378267411e-06 |
120 | 0.99999861520074 | 2.76959851910043e-06 | 1.38479925955021e-06 |
121 | 0.999998290909578 | 3.41818084400582e-06 | 1.70909042200291e-06 |
122 | 0.999997787317411 | 4.42536517721122e-06 | 2.21268258860561e-06 |
123 | 0.999999471347288 | 1.05730542365967e-06 | 5.28652711829836e-07 |
124 | 0.99999919281 | 1.61438000030409e-06 | 8.07190000152043e-07 |
125 | 0.999999701923468 | 5.96153064519277e-07 | 2.98076532259638e-07 |
126 | 0.999999561895975 | 8.76208050480508e-07 | 4.38104025240254e-07 |
127 | 0.999999339840715 | 1.3203185697346e-06 | 6.601592848673e-07 |
128 | 0.999999111267865 | 1.77746426941463e-06 | 8.88732134707316e-07 |
129 | 0.999998968896101 | 2.06220779757948e-06 | 1.03110389878974e-06 |
130 | 0.999998460713372 | 3.07857325563457e-06 | 1.53928662781729e-06 |
131 | 0.999997749017904 | 4.50196419257156e-06 | 2.25098209628578e-06 |
132 | 0.999996665366511 | 6.66926697777366e-06 | 3.33463348888683e-06 |
133 | 0.999996140396285 | 7.71920743072237e-06 | 3.85960371536118e-06 |
134 | 0.999999634663446 | 7.30673107579471e-07 | 3.65336553789736e-07 |
135 | 0.999999452960093 | 1.09407981420077e-06 | 5.47039907100385e-07 |
136 | 0.999999549982411 | 9.0003517870949e-07 | 4.50017589354745e-07 |
137 | 0.999999325386132 | 1.3492277356689e-06 | 6.7461386783445e-07 |
138 | 0.999999021825357 | 1.95634928602035e-06 | 9.78174643010173e-07 |
139 | 0.99999864463552 | 2.71072895904036e-06 | 1.35536447952018e-06 |
140 | 0.99999803369507 | 3.93260986072891e-06 | 1.96630493036445e-06 |
141 | 0.999997066163097 | 5.86767380694196e-06 | 2.93383690347098e-06 |
142 | 0.999996778917848 | 6.44216430394181e-06 | 3.22108215197091e-06 |
143 | 0.999995230816649 | 9.53836670298292e-06 | 4.76918335149146e-06 |
144 | 0.999996389805984 | 7.2203880320321e-06 | 3.61019401601605e-06 |
145 | 0.999994850559865 | 1.02988802699583e-05 | 5.14944013497916e-06 |
146 | 0.999998167001505 | 3.66599699031554e-06 | 1.83299849515777e-06 |
147 | 0.999997683554444 | 4.63289111116237e-06 | 2.31644555558119e-06 |
148 | 0.999996594946878 | 6.81010624363972e-06 | 3.40505312181986e-06 |
149 | 0.999995110100428 | 9.77979914311744e-06 | 4.88989957155872e-06 |
150 | 0.999992911059786 | 1.41778804281686e-05 | 7.08894021408431e-06 |
151 | 0.999991392632995 | 1.72147340095383e-05 | 8.60736700476914e-06 |
152 | 0.999996541090147 | 6.91781970631121e-06 | 3.45890985315561e-06 |
153 | 0.999995491765656 | 9.01646868862531e-06 | 4.50823434431266e-06 |
154 | 0.999993654387365 | 1.26912252700602e-05 | 6.34561263503011e-06 |
155 | 0.999994905133069 | 1.01897338621036e-05 | 5.09486693105178e-06 |
156 | 0.999993365090566 | 1.32698188678542e-05 | 6.63490943392712e-06 |
157 | 0.99999655285958 | 6.89428083993637e-06 | 3.44714041996818e-06 |
158 | 0.999994959597405 | 1.00808051899086e-05 | 5.04040259495429e-06 |
159 | 0.999992522350947 | 1.49552981049327e-05 | 7.47764905246637e-06 |
160 | 0.999999498991494 | 1.00201701130219e-06 | 5.01008505651097e-07 |
161 | 0.999999494170185 | 1.01165962948077e-06 | 5.05829814740384e-07 |
162 | 0.999999253946062 | 1.4921078753107e-06 | 7.46053937655351e-07 |
163 | 0.999999226673613 | 1.54665277454443e-06 | 7.73326387272216e-07 |
164 | 0.999999252134447 | 1.4957311055056e-06 | 7.47865552752802e-07 |
165 | 0.999998941493162 | 2.11701367578148e-06 | 1.05850683789074e-06 |
166 | 0.999999197797431 | 1.60440513877876e-06 | 8.02202569389381e-07 |
167 | 0.999998765475562 | 2.46904887680224e-06 | 1.23452443840112e-06 |
168 | 0.999999364995869 | 1.27000826097739e-06 | 6.35004130488693e-07 |
169 | 0.999999627320191 | 7.4535961851352e-07 | 3.7267980925676e-07 |
170 | 0.999999799703901 | 4.00592198552563e-07 | 2.00296099276281e-07 |
171 | 0.999999967820626 | 6.43587477700634e-08 | 3.21793738850317e-08 |
172 | 0.999999964151775 | 7.16964504862099e-08 | 3.5848225243105e-08 |
173 | 0.999999970177796 | 5.96444085611475e-08 | 2.98222042805737e-08 |
174 | 0.99999995134004 | 9.73199190859543e-08 | 4.86599595429772e-08 |
175 | 0.99999993966417 | 1.20671659721392e-07 | 6.03358298606962e-08 |
176 | 0.999999949671312 | 1.00657376933409e-07 | 5.03286884667046e-08 |
177 | 0.999999955022919 | 8.99541626794288e-08 | 4.49770813397144e-08 |
178 | 0.999999926327203 | 1.47345594145335e-07 | 7.36727970726673e-08 |
179 | 0.999999917190389 | 1.65619221383978e-07 | 8.28096106919891e-08 |
180 | 0.999999864439524 | 2.71120951184852e-07 | 1.35560475592426e-07 |
181 | 0.999999836706741 | 3.26586517640345e-07 | 1.63293258820173e-07 |
182 | 0.99999993086978 | 1.38260439460214e-07 | 6.91302197301072e-08 |
183 | 0.99999990596841 | 1.88063179592209e-07 | 9.40315897961043e-08 |
184 | 0.999999869017779 | 2.61964442162551e-07 | 1.30982221081275e-07 |
185 | 0.99999982787308 | 3.44253840017511e-07 | 1.72126920008756e-07 |
186 | 0.999999749760872 | 5.00478256824124e-07 | 2.50239128412062e-07 |
187 | 0.999999658684431 | 6.82631138310687e-07 | 3.41315569155343e-07 |
188 | 0.999999596787157 | 8.06425686806278e-07 | 4.03212843403139e-07 |
189 | 0.999999705308026 | 5.89383948690915e-07 | 2.94691974345457e-07 |
190 | 0.999999598034264 | 8.03931472584722e-07 | 4.01965736292361e-07 |
191 | 0.999999462219488 | 1.0755610232427e-06 | 5.37780511621351e-07 |
192 | 0.999999167000162 | 1.66599967559619e-06 | 8.32999837798096e-07 |
193 | 0.999999505675413 | 9.88649173131352e-07 | 4.94324586565676e-07 |
194 | 0.999999885334628 | 2.29330743623318e-07 | 1.14665371811659e-07 |
195 | 0.999999811137544 | 3.77724911578169e-07 | 1.88862455789085e-07 |
196 | 0.999999727715131 | 5.4456973736219e-07 | 2.72284868681095e-07 |
197 | 0.999999552305628 | 8.95388743329815e-07 | 4.47694371664907e-07 |
198 | 0.999999349473349 | 1.30105330120376e-06 | 6.50526650601878e-07 |
199 | 0.999999234820311 | 1.5303593785585e-06 | 7.65179689279251e-07 |
200 | 0.999998870161856 | 2.25967628751617e-06 | 1.12983814375808e-06 |
201 | 0.999999026233846 | 1.94753230823446e-06 | 9.73766154117228e-07 |
202 | 0.999998728448847 | 2.54310230544923e-06 | 1.27155115272462e-06 |
203 | 0.999998114366763 | 3.77126647323966e-06 | 1.88563323661983e-06 |
204 | 0.999997022597124 | 5.95480575292791e-06 | 2.97740287646395e-06 |
205 | 0.99999918576642 | 1.62846715902871e-06 | 8.14233579514356e-07 |
206 | 0.999998723692456 | 2.55261508709323e-06 | 1.27630754354661e-06 |
207 | 0.999997954946881 | 4.09010623701188e-06 | 2.04505311850594e-06 |
208 | 0.999997298439855 | 5.403120289103e-06 | 2.7015601445515e-06 |
209 | 0.999996585649039 | 6.8287019227221e-06 | 3.41435096136105e-06 |
210 | 0.999994714145707 | 1.05717085856025e-05 | 5.28585429280123e-06 |
211 | 0.999992532938961 | 1.49341220787694e-05 | 7.46706103938469e-06 |
212 | 0.999988125042765 | 2.3749914469759e-05 | 1.18749572348795e-05 |
213 | 0.999981353289737 | 3.72934205265967e-05 | 1.86467102632983e-05 |
214 | 0.999983818535684 | 3.2362928631757e-05 | 1.61814643158785e-05 |
215 | 0.999985466473936 | 2.90670521275972e-05 | 1.45335260637986e-05 |
216 | 0.999977003397948 | 4.59932041045508e-05 | 2.29966020522754e-05 |
217 | 0.999976324989242 | 4.7350021514921e-05 | 2.36750107574605e-05 |
218 | 0.99996294164462 | 7.411671075919e-05 | 3.7058355379595e-05 |
219 | 0.999944857994781 | 0.000110284010438774 | 5.51420052193869e-05 |
220 | 0.999945846596494 | 0.000108306807011047 | 5.41534035055237e-05 |
221 | 0.999919714195175 | 0.000160571609649199 | 8.02858048245995e-05 |
222 | 0.999949794600282 | 0.000100410799435551 | 5.02053997177757e-05 |
223 | 0.999999839118435 | 3.21763130031077e-07 | 1.60881565015539e-07 |
224 | 0.999999725549065 | 5.48901869942727e-07 | 2.74450934971364e-07 |
225 | 0.999999664381196 | 6.71237607565413e-07 | 3.35618803782707e-07 |
226 | 0.999999711847255 | 5.76305489807364e-07 | 2.88152744903682e-07 |
227 | 0.999999519433596 | 9.61132808923139e-07 | 4.80566404461569e-07 |
228 | 0.999999132287601 | 1.73542479748798e-06 | 8.67712398743991e-07 |
229 | 0.999999462146041 | 1.07570791856173e-06 | 5.37853959280863e-07 |
230 | 0.9999999783814 | 4.32371992964088e-08 | 2.16185996482044e-08 |
231 | 0.999999960687412 | 7.86251766931594e-08 | 3.93125883465797e-08 |
232 | 0.999999957459625 | 8.50807496523772e-08 | 4.25403748261886e-08 |
233 | 0.999999992090455 | 1.58190908356656e-08 | 7.90954541783281e-09 |
234 | 0.999999985606588 | 2.87868244253344e-08 | 1.43934122126672e-08 |
235 | 0.99999997368307 | 5.26338592526078e-08 | 2.63169296263039e-08 |
236 | 0.999999955944073 | 8.81118545564974e-08 | 4.40559272782487e-08 |
237 | 0.999999960704122 | 7.85917561827739e-08 | 3.9295878091387e-08 |
238 | 0.999999923426226 | 1.53147547812354e-07 | 7.65737739061768e-08 |
239 | 0.99999992105062 | 1.57898760685282e-07 | 7.89493803426412e-08 |
240 | 0.999999840766881 | 3.18466238155769e-07 | 1.59233119077884e-07 |
241 | 0.999999704952993 | 5.90094014377681e-07 | 2.95047007188841e-07 |
242 | 0.999999603103064 | 7.93793872532837e-07 | 3.96896936266418e-07 |
243 | 0.999999280341929 | 1.43931614133564e-06 | 7.19658070667818e-07 |
244 | 0.999998685473461 | 2.62905307877589e-06 | 1.31452653938795e-06 |
245 | 0.99999743409791 | 5.13180418103052e-06 | 2.56590209051526e-06 |
246 | 0.999996139659267 | 7.72068146497919e-06 | 3.8603407324896e-06 |
247 | 0.999999704922068 | 5.90155863280665e-07 | 2.95077931640332e-07 |
248 | 0.999999799604268 | 4.00791464466851e-07 | 2.00395732233426e-07 |
249 | 0.999999578616057 | 8.42767886327651e-07 | 4.21383943163826e-07 |
250 | 0.999999098552948 | 1.80289410333957e-06 | 9.01447051669786e-07 |
251 | 0.999998102420788 | 3.79515842492742e-06 | 1.89757921246371e-06 |
252 | 0.999996220893302 | 7.55821339609578e-06 | 3.77910669804789e-06 |
253 | 0.999994915483831 | 1.01690323384469e-05 | 5.08451616922347e-06 |
254 | 0.999989956944981 | 2.00861100388785e-05 | 1.00430550194392e-05 |
255 | 0.999986167597737 | 2.76648045252136e-05 | 1.38324022626068e-05 |
256 | 0.999974836665289 | 5.03266694211029e-05 | 2.51633347105515e-05 |
257 | 0.999950379118237 | 9.92417635255526e-05 | 4.96208817627763e-05 |
258 | 0.999916473158011 | 0.000167053683977938 | 8.3526841988969e-05 |
259 | 0.999903137793269 | 0.000193724413462725 | 9.68622067313627e-05 |
260 | 0.999878959497615 | 0.000242081004769167 | 0.000121040502384584 |
261 | 0.99977014106548 | 0.000459717869039652 | 0.000229858934519826 |
262 | 0.99956159185943 | 0.000876816281140556 | 0.000438408140570278 |
263 | 0.999230903186889 | 0.00153819362622193 | 0.000769096813110965 |
264 | 0.998599252819037 | 0.00280149436192627 | 0.00140074718096313 |
265 | 0.997829688361103 | 0.00434062327779453 | 0.00217031163889726 |
266 | 0.996147901189246 | 0.00770419762150847 | 0.00385209881075424 |
267 | 0.993394557205382 | 0.013210885589237 | 0.00660544279461848 |
268 | 0.9946668086827 | 0.0106663826345995 | 0.00533319131729975 |
269 | 0.998938036496491 | 0.00212392700701789 | 0.00106196350350894 |
270 | 0.997964989490516 | 0.00407002101896735 | 0.00203501050948368 |
271 | 0.99778077619461 | 0.00443844761077925 | 0.00221922380538962 |
272 | 0.997174998401909 | 0.00565000319618216 | 0.00282500159809108 |
273 | 0.996143312740697 | 0.00771337451860693 | 0.00385668725930346 |
274 | 0.99224521486452 | 0.015509570270961 | 0.0077547851354805 |
275 | 0.986593814192236 | 0.0268123716155278 | 0.0134061858077639 |
276 | 0.988722364253811 | 0.0225552714923777 | 0.0112776357461889 |
277 | 0.978175810894156 | 0.043648378211688 | 0.021824189105844 |
278 | 0.966812849205092 | 0.0663743015898157 | 0.0331871507949079 |
279 | 0.960741681684094 | 0.0785166366318115 | 0.0392583183159057 |
280 | 0.964150655049447 | 0.0716986899011066 | 0.0358493449505533 |
281 | 0.928073629704412 | 0.143852740591175 | 0.0719263702955877 |
282 | 0.883891448747576 | 0.232217102504847 | 0.116108551252424 |
283 | 0.804979117220613 | 0.390041765558775 | 0.195020882779387 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 214 | 0.76978417266187 | NOK |
5% type I error level | 220 | 0.79136690647482 | NOK |
10% type I error level | 227 | 0.816546762589928 | NOK |