Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 110.67361890186 + 0.00114226141095393time_in_rfc[t] + 3.22965259871332logins[t] + 1.78765106276001compendium_views_info[t] + 1.32160051110963`compendium_views_pr `[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) | 110.67361890186 | 20.634564 | 5.3635 | 0 | 0 |
time_in_rfc | 0.00114226141095393 | 0.000281 | 4.0673 | 6.2e-05 | 3.1e-05 |
logins | 3.22965259871332 | 0.419361 | 7.7014 | 0 | 0 |
compendium_views_info | 1.78765106276001 | 0.082808 | 21.5878 | 0 | 0 |
`compendium_views_pr ` | 1.32160051110963 | 0.221132 | 5.9765 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.974963388176564 |
R-squared | 0.950553608284725 |
Adjusted R-squared | 0.949857180232397 |
F-TEST (value) | 1364.89850618091 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 284 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 164.853413119103 |
Sum Squared Residuals | 7718167.98003299 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1347.40455408271 | 70.59544591729 |
2 | 869 | 1033.34762820059 | -164.347628200587 |
3 | 1530 | 1552.07010599536 | -22.0701059953608 |
4 | 2172 | 2496.80280023864 | -324.802800238644 |
5 | 901 | 916.09900214834 | -15.0990021483398 |
6 | 463 | 556.197975137606 | -93.1979751376062 |
7 | 3201 | 3723.75406102523 | -522.754061025234 |
8 | 371 | 459.700565009706 | -88.700565009706 |
9 | 1192 | 1209.76628299882 | -17.766282998821 |
10 | 1583 | 1682.96969232725 | -99.9696923272493 |
11 | 1439 | 1395.0556582597 | 43.9443417403045 |
12 | 1764 | 1921.63357720031 | -157.63357720031 |
13 | 1495 | 1488.88281813141 | 6.11718186859188 |
14 | 1373 | 1447.6149502595 | -74.6149502595043 |
15 | 2187 | 2298.52544858279 | -111.525448582789 |
16 | 1491 | 1465.57274867743 | 25.4272513225743 |
17 | 4041 | 3688.84526444335 | 352.154735556654 |
18 | 1706 | 1696.53774354007 | 9.46225645993242 |
19 | 2152 | 2410.9108539621 | -258.910853962099 |
20 | 1036 | 1128.37183109338 | -92.3718310933786 |
21 | 1882 | 1611.22439931495 | 270.775600685054 |
22 | 1929 | 1798.3926579577 | 130.6073420423 |
23 | 2242 | 2581.34035820588 | -339.340358205879 |
24 | 1220 | 1178.58091655521 | 41.4190834447854 |
25 | 1289 | 1190.73234289393 | 98.2676571060748 |
26 | 2515 | 2512.66913637697 | 2.33086362303467 |
27 | 2147 | 2148.03573623539 | -1.03573623539337 |
28 | 2352 | 2431.66387605739 | -79.6638760573944 |
29 | 1638 | 1587.67268423597 | 50.3273157640341 |
30 | 1222 | 1278.9921363047 | -56.9921363046961 |
31 | 1812 | 1879.5515897501 | -67.551589750096 |
32 | 1677 | 1746.20583891515 | -69.2058389151459 |
33 | 1579 | 1558.27051730717 | 20.729482692826 |
34 | 1731 | 1831.24507806319 | -100.245078063192 |
35 | 807 | 823.269854400906 | -16.2698544009063 |
36 | 2452 | 2546.99032707488 | -94.99032707488 |
37 | 829 | 815.509348532357 | 13.4906514676433 |
38 | 1940 | 2059.04503596644 | -119.045035966439 |
39 | 2662 | 2561.37788522262 | 100.62211477738 |
40 | 186 | 300.231755869302 | -114.231755869302 |
41 | 1499 | 1499.52097070577 | -0.520970705773879 |
42 | 865 | 836.189441753155 | 28.8105582468447 |
43 | 1793 | 1536.09892874721 | 256.901071252791 |
44 | 2527 | 2591.8323253314 | -64.8323253314023 |
45 | 2747 | 2944.57108922764 | -197.571089227637 |
46 | 1324 | 1507.73170186422 | -183.731701864218 |
47 | 2702 | 2425.25713908408 | 276.742860915915 |
48 | 1383 | 1521.44091699161 | -138.440916991607 |
49 | 1179 | 1036.13847196441 | 142.861528035594 |
50 | 2099 | 2182.15610820771 | -83.1561082077146 |
51 | 4308 | 4776.59858265476 | -468.598582654757 |
52 | 918 | 1001.58530707504 | -83.58530707504 |
53 | 1831 | 1616.0025619677 | 214.997438032303 |
54 | 3373 | 2961.56399939206 | 411.436000607938 |
55 | 1713 | 1819.06424135815 | -106.06424135815 |
56 | 1438 | 1366.96419366169 | 71.0358063383076 |
57 | 496 | 631.954242183007 | -135.954242183007 |
58 | 2253 | 2782.86167820661 | -529.861678206607 |
59 | 744 | 723.462462110013 | 20.5375378899866 |
60 | 1161 | 1336.95620535344 | -175.956205353439 |
61 | 2352 | 2189.30801992627 | 162.691980073731 |
62 | 2144 | 1722.39852123797 | 421.601478762026 |
63 | 4691 | 3575.56433881783 | 1115.43566118217 |
64 | 1112 | 1132.6289225564 | -20.6289225564049 |
65 | 2694 | 2496.38554353717 | 197.614456462829 |
66 | 1973 | 2243.28896444745 | -270.28896444745 |
67 | 1769 | 1841.29899394175 | -72.2989939417505 |
68 | 3148 | 2809.22211159106 | 338.777888408937 |
69 | 2474 | 2497.87609759674 | -23.8760975967372 |
70 | 2084 | 2195.82342924808 | -111.823429248075 |
71 | 1954 | 1894.63917593211 | 59.3608240678856 |
72 | 1226 | 1484.54723425951 | -258.547234259512 |
73 | 1389 | 1232.41480079129 | 156.585199208711 |
74 | 1496 | 1491.92952923009 | 4.07047076991374 |
75 | 2269 | 2097.89044216654 | 171.109557833464 |
76 | 1833 | 1847.31931144008 | -14.3193114400798 |
77 | 1268 | 1306.53775467165 | -38.5377546716499 |
78 | 1943 | 1731.25802034161 | 211.741979658394 |
79 | 893 | 1037.8421841148 | -144.842184114801 |
80 | 1762 | 1631.18375643648 | 130.816243563523 |
81 | 1403 | 1655.6423122457 | -252.642312245696 |
82 | 1425 | 1355.06065803106 | 69.9393419689422 |
83 | 1857 | 2185.86933964238 | -328.869339642384 |
84 | 1840 | 2019.9424132612 | -179.942413261196 |
85 | 1502 | 1424.14812045187 | 77.851879548131 |
86 | 1441 | 1281.20850939297 | 159.791490607032 |
87 | 1420 | 1499.03993016257 | -79.0399301625685 |
88 | 1416 | 1341.54149360183 | 74.4585063981745 |
89 | 2970 | 2724.85951469806 | 245.140485301942 |
90 | 1317 | 1676.23457267961 | -359.234572679611 |
91 | 1644 | 1476.80316873948 | 167.196831260523 |
92 | 870 | 1106.05755214117 | -236.057552141168 |
93 | 1654 | 1881.36717673454 | -227.367176734541 |
94 | 1054 | 1018.23874169058 | 35.7612583094174 |
95 | 937 | 862.635657162468 | 74.3643428375324 |
96 | 3004 | 3327.79640433869 | -323.796404338688 |
97 | 2008 | 2030.33321996657 | -22.3332199665681 |
98 | 2547 | 2275.22118679295 | 271.778813207049 |
99 | 1885 | 1805.36668096228 | 79.6333190377182 |
100 | 1626 | 1520.66172439891 | 105.33827560109 |
101 | 1468 | 1387.68928307075 | 80.3107169292513 |
102 | 2445 | 2285.02964949547 | 159.970350504531 |
103 | 1964 | 2142.24958271869 | -178.249582718685 |
104 | 1381 | 1348.11367892638 | 32.886321073615 |
105 | 1369 | 1375.51634097439 | -6.51634097439188 |
106 | 1659 | 1735.88388713875 | -76.8838871387474 |
107 | 2888 | 2591.88037576897 | 296.119624231032 |
108 | 1290 | 1039.52884455663 | 250.47115544337 |
109 | 2845 | 2889.87310018924 | -44.8731001892385 |
110 | 1982 | 1938.05685334007 | 43.943146659926 |
111 | 1904 | 1912.1093426344 | -8.10934263440046 |
112 | 1391 | 1639.37287822759 | -248.372878227587 |
113 | 602 | 644.719974388165 | -42.7199743881646 |
114 | 1743 | 1646.26603257379 | 96.7339674262106 |
115 | 1559 | 1743.42772188596 | -184.427721885957 |
116 | 2014 | 2182.57093474327 | -168.570934743266 |
117 | 2143 | 2140.26812077417 | 2.7318792258328 |
118 | 2146 | 2030.98684445911 | 115.013155540887 |
119 | 874 | 916.09237882846 | -42.0923788284597 |
120 | 1590 | 1497.42511988344 | 92.5748801165619 |
121 | 1590 | 1449.55781936498 | 140.442180635018 |
122 | 1210 | 1303.07942681168 | -93.0794268116836 |
123 | 2072 | 2019.88194195572 | 52.1180580442757 |
124 | 1281 | 1274.4126599505 | 6.58734004950479 |
125 | 1401 | 1422.02287461138 | -21.0228746113759 |
126 | 834 | 790.957820118699 | 43.042179881301 |
127 | 1105 | 1147.02382011951 | -42.0238201195142 |
128 | 1272 | 1027.62420794859 | 244.375792051411 |
129 | 1944 | 1781.98979591972 | 162.010204080282 |
130 | 391 | 456.364005398482 | -65.3640053984821 |
131 | 761 | 736.070012503183 | 24.9299874968169 |
132 | 1605 | 1585.71289040447 | 19.2871095955277 |
133 | 530 | 638.340814794732 | -108.340814794732 |
134 | 1988 | 1692.93364188422 | 295.06635811578 |
135 | 1386 | 1257.34399937416 | 128.656000625844 |
136 | 2395 | 2563.97527393933 | -168.975273939334 |
137 | 387 | 450.037488412677 | -63.0374884126774 |
138 | 1742 | 1814.80107832512 | -72.8010783251175 |
139 | 620 | 584.985172749363 | 35.0148272506375 |
140 | 449 | 594.525442037533 | -145.525442037533 |
141 | 800 | 845.421718297765 | -45.4217182977648 |
142 | 1684 | 1466.23385244567 | 217.766147554328 |
143 | 1050 | 1147.5043690093 | -97.5043690092989 |
144 | 2699 | 2610.66405194962 | 88.3359480503788 |
145 | 1606 | 1518.94990054262 | 87.0500994573765 |
146 | 1502 | 1281.48082209484 | 220.519177905161 |
147 | 1204 | 1241.32971004565 | -37.3297100456484 |
148 | 1138 | 1146.11584647681 | -8.11584647681473 |
149 | 568 | 826.247104715769 | -258.247104715769 |
150 | 1459 | 1434.98883986462 | 24.0111601353773 |
151 | 2158 | 2232.10692151249 | -74.1069215124901 |
152 | 1111 | 1239.76828384738 | -128.768283847383 |
153 | 1421 | 1305.69723971412 | 115.302760285876 |
154 | 2833 | 3104.0871502346 | -271.087150234598 |
155 | 1955 | 2045.68099842356 | -90.6809984235555 |
156 | 2922 | 2774.60763936065 | 147.39236063935 |
157 | 1002 | 1152.75242666482 | -150.752426664819 |
158 | 1060 | 1176.45972580514 | -116.459725805141 |
159 | 956 | 997.352521293609 | -41.3525212936086 |
160 | 2186 | 2624.73808070043 | -438.738080700429 |
161 | 3604 | 3431.73382490332 | 172.266175096683 |
162 | 1035 | 1033.40056655031 | 1.59943344969113 |
163 | 1417 | 1541.46407367359 | -124.464073673594 |
164 | 3261 | 3512.16282964471 | -251.16282964471 |
165 | 1587 | 1629.98367272166 | -42.9836727216642 |
166 | 1424 | 1434.1992561606 | -10.1992561605957 |
167 | 1701 | 1768.9436765582 | -67.9436765582008 |
168 | 1249 | 1440.1428309385 | -191.142830938504 |
169 | 946 | 920.560304872629 | 25.4396951273708 |
170 | 1926 | 1898.30818992356 | 27.6918100764408 |
171 | 3352 | 3331.8262826189 | 20.1737173810979 |
172 | 1641 | 1625.07375816617 | 15.9262418338266 |
173 | 2035 | 1840.9073245299 | 194.092675470102 |
174 | 2312 | 2070.88197598312 | 241.118024016884 |
175 | 1369 | 1348.84861224746 | 20.1513877525371 |
176 | 1577 | 1653.71099709004 | -76.7109970900425 |
177 | 2201 | 2164.56422657065 | 36.4357734293531 |
178 | 961 | 965.272458466205 | -4.27245846620464 |
179 | 1900 | 1797.74396390119 | 102.256036098814 |
180 | 1254 | 1269.46000636653 | -15.4600063665346 |
181 | 1335 | 1268.51192249744 | 66.4880775025575 |
182 | 1597 | 1433.43893749988 | 163.561062500124 |
183 | 207 | 311.698020827685 | -104.698020827685 |
184 | 1645 | 1615.89369159749 | 29.1063084025065 |
185 | 2429 | 2347.14857693085 | 81.8514230691548 |
186 | 151 | 267.331200437124 | -116.331200437124 |
187 | 474 | 700.817417143846 | -226.817417143846 |
188 | 141 | 274.177867737205 | -133.177867737205 |
189 | 1639 | 1407.04197848817 | 231.958021511833 |
190 | 872 | 849.016574416338 | 22.9834255836617 |
191 | 1318 | 1270.57596110191 | 47.4240388980904 |
192 | 1018 | 1221.39916800778 | -203.399168007776 |
193 | 1383 | 1264.59060752752 | 118.40939247248 |
194 | 1314 | 1119.68670374094 | 194.313296259061 |
195 | 1335 | 1357.21322718506 | -22.2132271850604 |
196 | 1403 | 1301.47236821168 | 101.527631788324 |
197 | 910 | 1026.84258684298 | -116.842586842979 |
198 | 616 | 677.536832948541 | -61.5368329485409 |
199 | 1407 | 1453.74122843451 | -46.7412284345117 |
200 | 771 | 800.015186978265 | -29.0151869782652 |
201 | 766 | 797.00258082722 | -31.0025808272195 |
202 | 473 | 508.310197520669 | -35.3101975206688 |
203 | 1376 | 1453.02502279466 | -77.0250227946553 |
204 | 1232 | 1242.66676521048 | -10.6667652104781 |
205 | 1521 | 1490.13981376891 | 30.8601862310883 |
206 | 572 | 592.245795031188 | -20.2457950311879 |
207 | 1059 | 907.600623526352 | 151.399376473648 |
208 | 1544 | 1672.29722112743 | -128.297221127432 |
209 | 1230 | 1256.72031321961 | -26.7203132196145 |
210 | 1206 | 1222.01238284491 | -16.0123828449114 |
211 | 1205 | 1116.78438930176 | 88.2156106982446 |
212 | 1255 | 1041.29807192917 | 213.701928070831 |
213 | 613 | 611.262787803955 | 1.73721219604527 |
214 | 721 | 820.541735235522 | -99.541735235522 |
215 | 1109 | 1030.99166025702 | 78.0083397429785 |
216 | 740 | 709.937262955855 | 30.0627370441455 |
217 | 1126 | 1124.06154245376 | 1.93845754623608 |
218 | 728 | 779.128715099941 | -51.1287150999413 |
219 | 689 | 707.187333357333 | -18.1873333573333 |
220 | 592 | 660.583813108866 | -68.5838131088664 |
221 | 995 | 927.599096828512 | 67.4009031714878 |
222 | 1613 | 1182.11750579001 | 430.882494209991 |
223 | 2048 | 1708.53261607444 | 339.467383925562 |
224 | 705 | 642.380202621392 | 62.6197973786079 |
225 | 301 | 403.793860873415 | -102.793860873415 |
226 | 1803 | 1721.57805337714 | 81.421946622864 |
227 | 799 | 840.87854092752 | -41.8785409275202 |
228 | 861 | 921.926392746934 | -60.9263927469336 |
229 | 1186 | 1044.59932334302 | 141.400676656981 |
230 | 1451 | 1105.2909834578 | 345.709016542199 |
231 | 628 | 588.58734794638 | 39.4126520536202 |
232 | 1161 | 968.752324468959 | 192.247675531041 |
233 | 1463 | 1365.01278004927 | 97.9872199507291 |
234 | 742 | 726.750019297834 | 15.2499807021664 |
235 | 979 | 1063.86458276846 | -84.8645827684563 |
236 | 675 | 672.588320035689 | 2.41167996431087 |
237 | 1241 | 1264.99977775466 | -23.9997777546584 |
238 | 676 | 644.553661458308 | 31.446338541692 |
239 | 1049 | 1051.25992295717 | -2.25992295716934 |
240 | 620 | 680.277518937316 | -60.2775189373163 |
241 | 1081 | 1006.84327795326 | 74.1567220467388 |
242 | 1688 | 1502.26495006576 | 185.735049934244 |
243 | 736 | 725.125594024935 | 10.8744059750646 |
244 | 617 | 670.405523770442 | -53.4055237704423 |
245 | 812 | 868.109610931693 | -56.1096109316934 |
246 | 1051 | 1045.94626028496 | 5.05373971503949 |
247 | 1656 | 1392.24447871498 | 263.755521285023 |
248 | 705 | 822.480032854763 | -117.480032854763 |
249 | 945 | 1049.7487642655 | -104.748764265504 |
250 | 554 | 658.959050567596 | -104.959050567596 |
251 | 1597 | 1642.69211890463 | -45.6921189046256 |
252 | 982 | 964.7493619264 | 17.2506380736001 |
253 | 222 | 307.898042399819 | -85.8980423998191 |
254 | 1212 | 1258.93639474933 | -46.9363947493323 |
255 | 1143 | 1241.61580248733 | -98.6158024873308 |
256 | 435 | 538.678827689377 | -103.678827689377 |
257 | 532 | 533.432991230471 | -1.43299123047066 |
258 | 882 | 967.991056796206 | -85.9910567962062 |
259 | 608 | 639.091430801248 | -31.0914308012482 |
260 | 459 | 468.76270607273 | -9.76270607273017 |
261 | 578 | 618.707602190208 | -40.7076021902076 |
262 | 826 | 756.851699316209 | 69.148300683791 |
263 | 509 | 484.499086514145 | 24.5009134858555 |
264 | 717 | 639.472351014043 | 77.5276489859566 |
265 | 637 | 699.461189874067 | -62.4611898740672 |
266 | 857 | 837.777802545667 | 19.2221974543333 |
267 | 830 | 847.849754946652 | -17.8497549466518 |
268 | 652 | 807.311579634972 | -155.311579634972 |
269 | 707 | 834.529549814255 | -127.529549814255 |
270 | 954 | 1033.76736656968 | -79.76736656968 |
271 | 1461 | 1337.18703337137 | 123.81296662863 |
272 | 672 | 752.086895792711 | -80.086895792711 |
273 | 778 | 826.877528652751 | -48.8775286527515 |
274 | 1141 | 1108.19050629519 | 32.8094937048133 |
275 | 680 | 635.80474371183 | 44.19525628817 |
276 | 1090 | 932.937552681035 | 157.062447318965 |
277 | 616 | 557.811804989173 | 58.1881950108267 |
278 | 285 | 331.189344030597 | -46.1893440305968 |
279 | 1145 | 1014.61812521976 | 130.381874780245 |
280 | 733 | 797.385517224702 | -64.3855172247016 |
281 | 888 | 887.355138562517 | 0.644861437482627 |
282 | 849 | 914.363745527308 | -65.3637455273079 |
283 | 1182 | 1160.30564061036 | 21.694359389642 |
284 | 528 | 580.396359612155 | -52.3963596121554 |
285 | 642 | 744.231143588848 | -102.231143588848 |
286 | 947 | 576.485154784852 | 370.514845215148 |
287 | 819 | 703.913431132646 | 115.086568867354 |
288 | 757 | 670.85654893025 | 86.1434510697505 |
289 | 894 | 885.030308864255 | 8.96969113574456 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.226051523753184 | 0.452103047506368 | 0.773948476246816 |
9 | 0.145418365860084 | 0.290836731720168 | 0.854581634139916 |
10 | 0.106940758937927 | 0.213881517875855 | 0.893059241062073 |
11 | 0.0642467658051786 | 0.128493531610357 | 0.935753234194821 |
12 | 0.0308943838119643 | 0.0617887676239286 | 0.969105616188036 |
13 | 0.0684922952595871 | 0.136984590519174 | 0.931507704740413 |
14 | 0.0474237331742159 | 0.0948474663484318 | 0.952576266825784 |
15 | 0.0270768665481416 | 0.0541537330962831 | 0.972923133451858 |
16 | 0.0234493705718048 | 0.0468987411436096 | 0.976550629428195 |
17 | 0.639591580882129 | 0.720816838235742 | 0.360408419117871 |
18 | 0.589487936872002 | 0.821024126255997 | 0.410512063127998 |
19 | 0.746724024318952 | 0.506551951362096 | 0.253275975681048 |
20 | 0.683854755163962 | 0.632290489672077 | 0.316145244836038 |
21 | 0.814305338985206 | 0.371389322029588 | 0.185694661014794 |
22 | 0.812834413145441 | 0.374331173709118 | 0.187165586854559 |
23 | 0.875101463229449 | 0.249797073541102 | 0.124898536770551 |
24 | 0.854045451426341 | 0.291909097147317 | 0.145954548573659 |
25 | 0.844315918992781 | 0.311368162014437 | 0.155684081007219 |
26 | 0.817364526684849 | 0.365270946630303 | 0.182635473315151 |
27 | 0.773866865555979 | 0.452266268888042 | 0.226133134444021 |
28 | 0.733698779542707 | 0.532602440914586 | 0.266301220457293 |
29 | 0.684624713788478 | 0.630750572423044 | 0.315375286211522 |
30 | 0.631139843577857 | 0.737720312844287 | 0.368860156422143 |
31 | 0.577167507096469 | 0.845664985807062 | 0.422832492903531 |
32 | 0.521068558721637 | 0.957862882556726 | 0.478931441278363 |
33 | 0.467180712192739 | 0.934361424385478 | 0.532819287807261 |
34 | 0.426069541072538 | 0.852139082145075 | 0.573930458927462 |
35 | 0.3722085137367 | 0.7444170274734 | 0.6277914862633 |
36 | 0.327194262900993 | 0.654388525801987 | 0.672805737099007 |
37 | 0.27986897113827 | 0.559737942276541 | 0.72013102886173 |
38 | 0.241104372594533 | 0.482208745189065 | 0.758895627405467 |
39 | 0.233472064297973 | 0.466944128595946 | 0.766527935702027 |
40 | 0.204112083076676 | 0.408224166153352 | 0.795887916923324 |
41 | 0.168806645129231 | 0.337613290258462 | 0.831193354870769 |
42 | 0.142330288535826 | 0.284660577071652 | 0.857669711464174 |
43 | 0.16445710004491 | 0.328914200089821 | 0.835542899955089 |
44 | 0.142651741651971 | 0.285303483303942 | 0.857348258348029 |
45 | 0.134074603161105 | 0.268149206322211 | 0.865925396838895 |
46 | 0.134749398335808 | 0.269498796671617 | 0.865250601664192 |
47 | 0.194349945150257 | 0.388699890300514 | 0.805650054849743 |
48 | 0.184061366372067 | 0.368122732744134 | 0.815938633627933 |
49 | 0.190085015705178 | 0.380170031410356 | 0.809914984294822 |
50 | 0.162771264674157 | 0.325542529348314 | 0.837228735325843 |
51 | 0.303631997885561 | 0.607263995771123 | 0.696368002114439 |
52 | 0.275675212844874 | 0.551350425689749 | 0.724324787155126 |
53 | 0.322081825488774 | 0.644163650977548 | 0.677918174511226 |
54 | 0.710351172594453 | 0.579297654811094 | 0.289648827405547 |
55 | 0.676488066914542 | 0.647023866170915 | 0.323511933085458 |
56 | 0.641541301525924 | 0.716917396948151 | 0.358458698474076 |
57 | 0.626482929554055 | 0.747034140891891 | 0.373517070445945 |
58 | 0.925640409072286 | 0.148719181855428 | 0.0743595909277138 |
59 | 0.910047681800314 | 0.179904636399372 | 0.0899523181996861 |
60 | 0.909116961004152 | 0.181766077991695 | 0.0908830389958477 |
61 | 0.913142591739253 | 0.173714816521494 | 0.0868574082607472 |
62 | 0.976134757391115 | 0.0477304852177707 | 0.0238652426088854 |
63 | 0.999999999251932 | 1.49613681358405e-09 | 7.48068406792023e-10 |
64 | 0.999999998664574 | 2.67085206622662e-09 | 1.33542603311331e-09 |
65 | 0.999999998785834 | 2.4283325620849e-09 | 1.21416628104245e-09 |
66 | 0.99999999942619 | 1.14761973956472e-09 | 5.73809869782358e-10 |
67 | 0.999999999054583 | 1.89083318864185e-09 | 9.45416594320926e-10 |
68 | 0.999999999809159 | 3.81681493700394e-10 | 1.90840746850197e-10 |
69 | 0.999999999660103 | 6.79793483550847e-10 | 3.39896741775424e-10 |
70 | 0.99999999950459 | 9.90820198516347e-10 | 4.95410099258174e-10 |
71 | 0.999999999189438 | 1.62112356550981e-09 | 8.10561782754905e-10 |
72 | 0.999999999565095 | 8.69810781737069e-10 | 4.34905390868535e-10 |
73 | 0.999999999533798 | 9.32404905959722e-10 | 4.66202452979861e-10 |
74 | 0.999999999180937 | 1.6381269487368e-09 | 8.19063474368401e-10 |
75 | 0.999999999189979 | 1.62004177711223e-09 | 8.10020888556115e-10 |
76 | 0.999999998584801 | 2.83039808679914e-09 | 1.41519904339957e-09 |
77 | 0.999999997583302 | 4.83339688794429e-09 | 2.41669844397215e-09 |
78 | 0.999999998272828 | 3.45434294955079e-09 | 1.7271714747754e-09 |
79 | 0.999999997834694 | 4.33061126287351e-09 | 2.16530563143676e-09 |
80 | 0.999999997357682 | 5.28463616911925e-09 | 2.64231808455962e-09 |
81 | 0.999999998544561 | 2.91087853466019e-09 | 1.45543926733009e-09 |
82 | 0.999999997766653 | 4.46669319415582e-09 | 2.23334659707791e-09 |
83 | 0.999999999499363 | 1.00127360113929e-09 | 5.00636800569645e-10 |
84 | 0.999999999508835 | 9.82329158731611e-10 | 4.91164579365806e-10 |
85 | 0.999999999257065 | 1.48587058499128e-09 | 7.42935292495639e-10 |
86 | 0.999999999250693 | 1.49861446756019e-09 | 7.49307233780097e-10 |
87 | 0.999999998839309 | 2.32138198413377e-09 | 1.16069099206688e-09 |
88 | 0.999999998263141 | 3.47371851719771e-09 | 1.73685925859885e-09 |
89 | 0.999999999000527 | 1.99894562101927e-09 | 9.99472810509635e-10 |
90 | 0.999999999842247 | 3.1550586053301e-10 | 1.57752930266505e-10 |
91 | 0.999999999850205 | 2.99590040349679e-10 | 1.49795020174839e-10 |
92 | 0.999999999906609 | 1.86782697581603e-10 | 9.33913487908015e-11 |
93 | 0.999999999954823 | 9.03531016747912e-11 | 4.51765508373956e-11 |
94 | 0.999999999923297 | 1.53406610038111e-10 | 7.67033050190556e-11 |
95 | 0.999999999885476 | 2.29048507382628e-10 | 1.14524253691314e-10 |
96 | 0.999999999991277 | 1.74463872334003e-11 | 8.72319361670015e-12 |
97 | 0.999999999984402 | 3.11958196322267e-11 | 1.55979098161133e-11 |
98 | 0.999999999995142 | 9.71631455829321e-12 | 4.8581572791466e-12 |
99 | 0.999999999992624 | 1.47514461404398e-11 | 7.37572307021989e-12 |
100 | 0.999999999989918 | 2.01648155195906e-11 | 1.00824077597953e-11 |
101 | 0.99999999998436 | 3.12797462838557e-11 | 1.56398731419279e-11 |
102 | 0.999999999983961 | 3.20777767969726e-11 | 1.60388883984863e-11 |
103 | 0.999999999988435 | 2.31291659002389e-11 | 1.15645829501195e-11 |
104 | 0.999999999979938 | 4.01239075836491e-11 | 2.00619537918246e-11 |
105 | 0.999999999964379 | 7.12421430957262e-11 | 3.56210715478631e-11 |
106 | 0.999999999943025 | 1.13949185723092e-10 | 5.69745928615458e-11 |
107 | 0.999999999984588 | 3.0824096794919e-11 | 1.54120483974595e-11 |
108 | 0.999999999993444 | 1.3112235997696e-11 | 6.55611799884802e-12 |
109 | 0.999999999988537 | 2.29254150292804e-11 | 1.14627075146402e-11 |
110 | 0.999999999981363 | 3.7273800855738e-11 | 1.8636900427869e-11 |
111 | 0.999999999967084 | 6.58310253397555e-11 | 3.29155126698778e-11 |
112 | 0.999999999981703 | 3.65931437612711e-11 | 1.82965718806356e-11 |
113 | 0.999999999968761 | 6.24772074784546e-11 | 3.12386037392273e-11 |
114 | 0.99999999995598 | 8.8040449702898e-11 | 4.4020224851449e-11 |
115 | 0.999999999957997 | 8.40064043767447e-11 | 4.20032021883724e-11 |
116 | 0.999999999967238 | 6.55231038259881e-11 | 3.2761551912994e-11 |
117 | 0.999999999942515 | 1.1496920089078e-10 | 5.748460044539e-11 |
118 | 0.999999999920596 | 1.58809007011817e-10 | 7.94045035059083e-11 |
119 | 0.999999999863203 | 2.73594495703302e-10 | 1.36797247851651e-10 |
120 | 0.999999999795741 | 4.08518716403144e-10 | 2.04259358201572e-10 |
121 | 0.999999999766271 | 4.6745749779507e-10 | 2.33728748897535e-10 |
122 | 0.99999999964988 | 7.00239450788637e-10 | 3.50119725394318e-10 |
123 | 0.999999999489034 | 1.0219322500784e-09 | 5.10966125039201e-10 |
124 | 0.999999999132613 | 1.73477477285372e-09 | 8.67387386426859e-10 |
125 | 0.999999998539855 | 2.92029083707794e-09 | 1.46014541853897e-09 |
126 | 0.999999997704814 | 4.59037218742712e-09 | 2.29518609371356e-09 |
127 | 0.999999996313754 | 7.37249262077459e-09 | 3.68624631038729e-09 |
128 | 0.999999998132979 | 3.7340427780212e-09 | 1.8670213890106e-09 |
129 | 0.99999999838236 | 3.23527907797588e-09 | 1.61763953898794e-09 |
130 | 0.999999997424735 | 5.15052938658469e-09 | 2.57526469329234e-09 |
131 | 0.999999995792973 | 8.41405462042411e-09 | 4.20702731021206e-09 |
132 | 0.999999993190759 | 1.3618482850556e-08 | 6.80924142527799e-09 |
133 | 0.999999990606015 | 1.87879699515487e-08 | 9.39398497577433e-09 |
134 | 0.999999996548875 | 6.9022496096879e-09 | 3.45112480484395e-09 |
135 | 0.999999995648085 | 8.70383074996778e-09 | 4.35191537498389e-09 |
136 | 0.999999995574715 | 8.85057062688687e-09 | 4.42528531344343e-09 |
137 | 0.999999992994266 | 1.40114687985193e-08 | 7.00573439925965e-09 |
138 | 0.999999989685828 | 2.062834313359e-08 | 1.0314171566795e-08 |
139 | 0.999999983528954 | 3.29420914148056e-08 | 1.64710457074028e-08 |
140 | 0.999999981717467 | 3.65650655539415e-08 | 1.82825327769708e-08 |
141 | 0.999999971071956 | 5.78560888288327e-08 | 2.89280444144163e-08 |
142 | 0.999999981846428 | 3.63071441906538e-08 | 1.81535720953269e-08 |
143 | 0.999999978390149 | 4.32197020218148e-08 | 2.16098510109074e-08 |
144 | 0.999999967816745 | 6.43665090558551e-08 | 3.21832545279275e-08 |
145 | 0.999999955847525 | 8.83049507027982e-08 | 4.41524753513991e-08 |
146 | 0.999999964672131 | 7.0655738616837e-08 | 3.53278693084185e-08 |
147 | 0.999999944828785 | 1.10342430037986e-07 | 5.5171215018993e-08 |
148 | 0.999999911639101 | 1.76721799027717e-07 | 8.83608995138586e-08 |
149 | 0.999999964418785 | 7.11624302167909e-08 | 3.55812151083954e-08 |
150 | 0.999999943152831 | 1.13694338817715e-07 | 5.68471694088575e-08 |
151 | 0.999999920876927 | 1.58246145843548e-07 | 7.9123072921774e-08 |
152 | 0.999999905209201 | 1.89581597294144e-07 | 9.47907986470719e-08 |
153 | 0.999999893196291 | 2.13607418452248e-07 | 1.06803709226124e-07 |
154 | 0.999999982516311 | 3.49673781550892e-08 | 1.74836890775446e-08 |
155 | 0.999999979061302 | 4.18773953814472e-08 | 2.09386976907236e-08 |
156 | 0.999999974157329 | 5.1685342464244e-08 | 2.5842671232122e-08 |
157 | 0.99999997614819 | 4.77036191319817e-08 | 2.38518095659909e-08 |
158 | 0.999999983925266 | 3.21494671085312e-08 | 1.60747335542656e-08 |
159 | 0.999999974627548 | 5.07449034191111e-08 | 2.53724517095556e-08 |
160 | 0.999999999377764 | 1.24447266149909e-09 | 6.22236330749543e-10 |
161 | 0.999999999205017 | 1.58996530981793e-09 | 7.94982654908966e-10 |
162 | 0.999999998639085 | 2.72182966505486e-09 | 1.36091483252743e-09 |
163 | 0.999999998806997 | 2.38600622014642e-09 | 1.19300311007321e-09 |
164 | 0.999999999915862 | 1.68276156173284e-10 | 8.4138078086642e-11 |
165 | 0.9999999998761 | 2.47800368449679e-10 | 1.2390018422484e-10 |
166 | 0.999999999783177 | 4.33646880435709e-10 | 2.16823440217855e-10 |
167 | 0.999999999833905 | 3.32189312333039e-10 | 1.66094656166519e-10 |
168 | 0.999999999945179 | 1.09642981405251e-10 | 5.48214907026253e-11 |
169 | 0.999999999901124 | 1.9775119031151e-10 | 9.88755951557549e-11 |
170 | 0.999999999825344 | 3.49312200829092e-10 | 1.74656100414546e-10 |
171 | 0.999999999814424 | 3.71152558861062e-10 | 1.85576279430531e-10 |
172 | 0.999999999675343 | 6.493143913767e-10 | 3.2465719568835e-10 |
173 | 0.999999999716991 | 5.66018490354125e-10 | 2.83009245177063e-10 |
174 | 0.999999999851057 | 2.9788569997116e-10 | 1.4894284998558e-10 |
175 | 0.999999999756642 | 4.86715820088513e-10 | 2.43357910044257e-10 |
176 | 0.999999999717136 | 5.6572708083933e-10 | 2.82863540419665e-10 |
177 | 0.999999999505477 | 9.8904670405775e-10 | 4.94523352028875e-10 |
178 | 0.99999999912212 | 1.75576055288877e-09 | 8.77880276444384e-10 |
179 | 0.999999998702671 | 2.59465831739761e-09 | 1.2973291586988e-09 |
180 | 0.999999997971254 | 4.05749128996892e-09 | 2.02874564498446e-09 |
181 | 0.99999999657022 | 6.85956037293268e-09 | 3.42978018646634e-09 |
182 | 0.999999995488705 | 9.02259043905883e-09 | 4.51129521952941e-09 |
183 | 0.999999992765931 | 1.44681371662167e-08 | 7.23406858310834e-09 |
184 | 0.999999987552957 | 2.48940864758908e-08 | 1.24470432379454e-08 |
185 | 0.999999979360437 | 4.127912624456e-08 | 2.063956312228e-08 |
186 | 0.999999968439062 | 6.31218759466048e-08 | 3.15609379733024e-08 |
187 | 0.999999981252178 | 3.74956433112018e-08 | 1.87478216556009e-08 |
188 | 0.999999973614155 | 5.27716896445764e-08 | 2.63858448222882e-08 |
189 | 0.999999987345366 | 2.53092681165184e-08 | 1.26546340582592e-08 |
190 | 0.99999997828337 | 4.34332609724895e-08 | 2.17166304862447e-08 |
191 | 0.999999967175833 | 6.56483338311891e-08 | 3.28241669155946e-08 |
192 | 0.999999984329471 | 3.13410584443195e-08 | 1.56705292221598e-08 |
193 | 0.99999997524681 | 4.95063799199591e-08 | 2.47531899599796e-08 |
194 | 0.999999965544257 | 6.89114865117986e-08 | 3.44557432558993e-08 |
195 | 0.999999941941199 | 1.16117602212793e-07 | 5.80588011063966e-08 |
196 | 0.999999914141764 | 1.7171647241177e-07 | 8.58582362058852e-08 |
197 | 0.999999910901709 | 1.78196580949732e-07 | 8.90982904748661e-08 |
198 | 0.999999854750313 | 2.9049937452629e-07 | 1.45249687263145e-07 |
199 | 0.999999819254759 | 3.61490481396226e-07 | 1.80745240698113e-07 |
200 | 0.999999699773992 | 6.00452015350403e-07 | 3.00226007675201e-07 |
201 | 0.99999950349006 | 9.93019880433978e-07 | 4.96509940216989e-07 |
202 | 0.999999178975497 | 1.64204900676056e-06 | 8.21024503380281e-07 |
203 | 0.99999911874357 | 1.76251286004839e-06 | 8.81256430024195e-07 |
204 | 0.999998695804671 | 2.60839065884669e-06 | 1.30419532942335e-06 |
205 | 0.99999828514689 | 3.42970622011097e-06 | 1.71485311005549e-06 |
206 | 0.999997205211784 | 5.58957643185397e-06 | 2.79478821592699e-06 |
207 | 0.999997232493312 | 5.53501337543289e-06 | 2.76750668771644e-06 |
208 | 0.999998159316775 | 3.68136644966799e-06 | 1.84068322483399e-06 |
209 | 0.999997281282903 | 5.43743419447201e-06 | 2.718717097236e-06 |
210 | 0.999995928041852 | 8.14391629586333e-06 | 4.07195814793167e-06 |
211 | 0.999993747123579 | 1.25057528422526e-05 | 6.25287642112628e-06 |
212 | 0.999996468868236 | 7.06226352705379e-06 | 3.5311317635269e-06 |
213 | 0.999994245502777 | 1.15089944456335e-05 | 5.75449722281677e-06 |
214 | 0.999992213491987 | 1.55730160251223e-05 | 7.78650801256115e-06 |
215 | 0.99998787691228 | 2.42461754398384e-05 | 1.21230877199192e-05 |
216 | 0.999980979006569 | 3.8041986862182e-05 | 1.9020993431091e-05 |
217 | 0.999973504081273 | 5.2991837453443e-05 | 2.64959187267215e-05 |
218 | 0.999962802958778 | 7.43940824442856e-05 | 3.71970412221428e-05 |
219 | 0.999941706633059 | 0.000116586733882218 | 5.82933669411088e-05 |
220 | 0.999912009460207 | 0.000175981079585472 | 8.79905397927362e-05 |
221 | 0.999873167329917 | 0.00025366534016605 | 0.000126832670083025 |
222 | 0.999995432393358 | 9.13521328325965e-06 | 4.56760664162983e-06 |
223 | 0.999997743056382 | 4.51388723549013e-06 | 2.25694361774506e-06 |
224 | 0.999996818029857 | 6.36394028680196e-06 | 3.18197014340098e-06 |
225 | 0.999995429136439 | 9.14172712161729e-06 | 4.57086356080864e-06 |
226 | 0.999992408719948 | 1.5182560103661e-05 | 7.59128005183049e-06 |
227 | 0.999988148544913 | 2.37029101729946e-05 | 1.18514550864973e-05 |
228 | 0.999983422343177 | 3.31553136456549e-05 | 1.65776568228274e-05 |
229 | 0.999978727401169 | 4.25451976610238e-05 | 2.12725988305119e-05 |
230 | 0.999998428670387 | 3.14265922670034e-06 | 1.57132961335017e-06 |
231 | 0.999997363646358 | 5.27270728358978e-06 | 2.63635364179489e-06 |
232 | 0.999998532700731 | 2.93459853780294e-06 | 1.46729926890147e-06 |
233 | 0.999997840160276 | 4.31967944745389e-06 | 2.15983972372695e-06 |
234 | 0.999996142115303 | 7.71576939316662e-06 | 3.85788469658331e-06 |
235 | 0.999995246145323 | 9.50770935419796e-06 | 4.75385467709898e-06 |
236 | 0.999991488517792 | 1.70229644162696e-05 | 8.51148220813482e-06 |
237 | 0.999985142071323 | 2.9715857354124e-05 | 1.4857928677062e-05 |
238 | 0.999975623545273 | 4.8752909454365e-05 | 2.43764547271825e-05 |
239 | 0.999958007709939 | 8.39845801227049e-05 | 4.19922900613524e-05 |
240 | 0.999934471265822 | 0.000131057468355974 | 6.5528734177987e-05 |
241 | 0.999904195442643 | 0.000191609114713793 | 9.58045573568966e-05 |
242 | 0.999947776471636 | 0.000104447056728274 | 5.22235283641368e-05 |
243 | 0.99991740557803 | 0.000165188843939949 | 8.25944219699747e-05 |
244 | 0.999861538739219 | 0.000276922521562297 | 0.000138461260781148 |
245 | 0.999795955427684 | 0.000408089144632221 | 0.000204044572316111 |
246 | 0.999658261273884 | 0.000683477452231237 | 0.000341738726115618 |
247 | 0.999938098724214 | 0.000123802551572577 | 6.19012757862883e-05 |
248 | 0.999916775773712 | 0.000166448452575781 | 8.32242262878906e-05 |
249 | 0.9998901045198 | 0.000219790960400562 | 0.000109895480200281 |
250 | 0.999838418449493 | 0.000323163101013716 | 0.000161581550506858 |
251 | 0.999731719074462 | 0.00053656185107545 | 0.000268280925537725 |
252 | 0.999536143848644 | 0.000927712302712301 | 0.000463856151356151 |
253 | 0.999364215221657 | 0.00127156955668567 | 0.000635784778342836 |
254 | 0.998962282050725 | 0.00207543589854941 | 0.0010377179492747 |
255 | 0.998607115539691 | 0.00278576892061766 | 0.00139288446030883 |
256 | 0.998278744330274 | 0.00344251133945129 | 0.00172125566972564 |
257 | 0.997183673882164 | 0.00563265223567296 | 0.00281632611783648 |
258 | 0.99626264949306 | 0.00747470101387987 | 0.00373735050693994 |
259 | 0.993992436858609 | 0.0120151262827824 | 0.00600756314139118 |
260 | 0.990419164600517 | 0.0191616707989668 | 0.0095808353994834 |
261 | 0.987296177845556 | 0.0254076443088873 | 0.0127038221544436 |
262 | 0.980821773205272 | 0.0383564535894554 | 0.0191782267947277 |
263 | 0.970993136332511 | 0.0580137273349783 | 0.0290068636674891 |
264 | 0.959780123017775 | 0.0804397539644501 | 0.040219876982225 |
265 | 0.945677765470935 | 0.10864446905813 | 0.0543222345290652 |
266 | 0.922000761819762 | 0.155998476360476 | 0.0779992381802378 |
267 | 0.891758810535296 | 0.216482378929408 | 0.108241189464704 |
268 | 0.917095516251495 | 0.16580896749701 | 0.0829044837485048 |
269 | 0.899303898639228 | 0.201392202721544 | 0.100696101360772 |
270 | 0.898105133451534 | 0.203789733096932 | 0.101894866548466 |
271 | 0.856260096630333 | 0.287479806739334 | 0.143739903369667 |
272 | 0.835739245444636 | 0.328521509110729 | 0.164260754555365 |
273 | 0.819519241311036 | 0.360961517377927 | 0.180480758688964 |
274 | 0.763756943069409 | 0.472486113861181 | 0.236243056930591 |
275 | 0.681949213704166 | 0.636101572591669 | 0.318050786295834 |
276 | 0.600372825551946 | 0.799254348896108 | 0.399627174448054 |
277 | 0.495012778814472 | 0.990025557628945 | 0.504987221185528 |
278 | 0.445809267670412 | 0.891618535340824 | 0.554190732329588 |
279 | 0.400416406952784 | 0.800832813905567 | 0.599583593047216 |
280 | 0.313583382418422 | 0.627166764836843 | 0.686416617581578 |
281 | 0.194112025458492 | 0.388224050916984 | 0.805887974541508 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 196 | 0.715328467153285 | NOK |
5% type I error level | 202 | 0.737226277372263 | NOK |
10% type I error level | 207 | 0.755474452554745 | NOK |