Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 96.3523151080559 + 0.000402467704423585time_in_rfc[t] + 3.26057521327791logins[t] + 1.7549834189898compendium_views_info[t] + 1.53061445958573compendium_views_pr[t] + 5.82906472125487shared_compendiums[t] + 1.76823180244309blogged_computations[t] -4.52910219375143compendiums_reviewed[t] + 1.3585625050379feedback_messages_p1[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) | 96.3523151080559 | 25.124774 | 3.835 | 0.000155 | 7.8e-05 |
time_in_rfc | 0.000402467704423585 | 0.000341 | 1.1803 | 0.238873 | 0.119436 |
logins | 3.26057521327791 | 0.410807 | 7.937 | 0 | 0 |
compendium_views_info | 1.7549834189898 | 0.084555 | 20.7555 | 0 | 0 |
compendium_views_pr | 1.53061445958573 | 0.222982 | 6.8643 | 0 | 0 |
shared_compendiums | 5.82906472125487 | 3.854964 | 1.5121 | 0.131638 | 0.065819 |
blogged_computations | 1.76823180244309 | 0.521611 | 3.3899 | 8e-04 | 4e-04 |
compendiums_reviewed | -4.52910219375143 | 5.061247 | -0.8949 | 0.371631 | 0.185816 |
feedback_messages_p1 | 1.3585625050379 | 1.365426 | 0.995 | 0.320608 | 0.160304 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.976577653809607 |
R-squared | 0.953703913920276 |
Adjusted R-squared | 0.952381168603712 |
F-TEST (value) | 721.003432768124 |
F-TEST (DF numerator) | 8 |
F-TEST (DF denominator) | 280 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 160.650815124398 |
Sum Squared Residuals | 7226431.6320374 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1360.32011715847 | 57.6798828415254 |
2 | 869 | 1080.19190063619 | -211.19190063619 |
3 | 1530 | 1603.31552756667 | -73.3155275666703 |
4 | 2172 | 2571.4575428043 | -399.457542804304 |
5 | 901 | 896.63783444028 | 4.36216555972042 |
6 | 463 | 543.635971032799 | -80.6359710327992 |
7 | 3201 | 3620.35352383831 | -419.353523838306 |
8 | 371 | 438.300831746906 | -67.3008317469059 |
9 | 1192 | 1173.79156638872 | 18.2084336112757 |
10 | 1583 | 1675.37842474892 | -92.378424748917 |
11 | 1439 | 1389.70627276578 | 49.2937272342206 |
12 | 1764 | 1884.50576197381 | -120.50576197381 |
13 | 1495 | 1563.22071693351 | -68.2207169335111 |
14 | 1373 | 1447.45340120655 | -74.4534012065509 |
15 | 2187 | 2293.08865026955 | -106.088650269554 |
16 | 1491 | 1497.84058769572 | -6.84058769571535 |
17 | 4041 | 3727.0771922781 | 313.922807721903 |
18 | 1706 | 1727.38071398629 | -21.3807139862877 |
19 | 2152 | 2383.34794830516 | -231.34794830516 |
20 | 1036 | 1169.58684297903 | -133.58684297903 |
21 | 1882 | 1709.28341638211 | 172.71658361789 |
22 | 1929 | 1822.54170173288 | 106.458298267116 |
23 | 2242 | 2459.28504899363 | -217.285048993632 |
24 | 1220 | 1175.34439555443 | 44.6556044455699 |
25 | 1289 | 1299.22197031463 | -10.2219703146295 |
26 | 2515 | 2607.35053696839 | -92.3505369683935 |
27 | 2147 | 2143.76579983414 | 3.23420016585712 |
28 | 2352 | 2434.0178129502 | -82.0178129502032 |
29 | 1638 | 1610.30168918569 | 27.6983108143104 |
30 | 1222 | 1266.38717267984 | -44.3871726798406 |
31 | 1812 | 1911.30043644159 | -99.3004364415871 |
32 | 1677 | 1773.55038588949 | -96.5503858894943 |
33 | 1579 | 1537.80032103277 | 41.199678967233 |
34 | 1731 | 1852.91588376466 | -121.915883764663 |
35 | 807 | 853.560203257359 | -46.5602032573592 |
36 | 2452 | 2521.09856074104 | -69.0985607410435 |
37 | 829 | 793.120660030119 | 35.8793399698815 |
38 | 1940 | 2019.31539849652 | -79.3153984965198 |
39 | 2662 | 2462.62141132686 | 199.378588673138 |
40 | 186 | 279.049655769596 | -93.0496557695962 |
41 | 1499 | 1494.95706476803 | 4.04293523197263 |
42 | 865 | 805.53786536389 | 59.4621346361095 |
43 | 1793 | 1533.85761157563 | 259.14238842437 |
44 | 2527 | 2567.8009628935 | -40.8009628935017 |
45 | 2747 | 2963.94452084675 | -216.94452084675 |
46 | 1324 | 1530.24612039212 | -206.246120392118 |
47 | 2702 | 2395.70017231502 | 306.299827684982 |
48 | 1383 | 1532.34466834708 | -149.344668347084 |
49 | 1179 | 1047.02882722228 | 131.971172777723 |
50 | 2099 | 2038.96848946095 | 60.0315105390456 |
51 | 4308 | 4755.83703089099 | -447.837030890994 |
52 | 918 | 972.06871550427 | -54.0687155042704 |
53 | 1831 | 1650.51532162719 | 180.484678372807 |
54 | 3373 | 3003.8010475813 | 369.198952418698 |
55 | 1713 | 1865.85299380424 | -152.852993804242 |
56 | 1438 | 1389.60374914568 | 48.3962508543201 |
57 | 496 | 609.871879297809 | -113.871879297809 |
58 | 2253 | 2728.16243305047 | -475.162433050465 |
59 | 744 | 733.395881386035 | 10.6041186139653 |
60 | 1161 | 1327.39485845083 | -166.394858450833 |
61 | 2352 | 2164.99452181618 | 187.005478183821 |
62 | 2144 | 1758.653129608 | 385.346870392002 |
63 | 4691 | 3497.39214317614 | 1193.60785682386 |
64 | 1112 | 1107.03020477344 | 4.96979522656085 |
65 | 2694 | 2531.44191034177 | 162.558089658228 |
66 | 1973 | 2259.63293606379 | -286.632936063794 |
67 | 1769 | 1888.86527693973 | -119.865276939732 |
68 | 3148 | 2843.30483440899 | 304.695165591015 |
69 | 2474 | 2550.72279210972 | -76.722792109721 |
70 | 2084 | 2209.93356904113 | -125.933569041126 |
71 | 1954 | 1881.75620616165 | 72.2437938383542 |
72 | 1226 | 1424.21082748671 | -198.210827486715 |
73 | 1389 | 1236.4861144175 | 152.513885582504 |
74 | 1496 | 1536.42172274506 | -40.4217227450625 |
75 | 2269 | 2140.62632859121 | 128.373671408794 |
76 | 1833 | 1919.32112899545 | -86.3211289954541 |
77 | 1268 | 1450.24052382726 | -182.240523827257 |
78 | 1943 | 1808.89102081119 | 134.108979188813 |
79 | 893 | 1054.92087927982 | -161.920879279822 |
80 | 1762 | 1653.05673714934 | 108.94326285066 |
81 | 1403 | 1662.82052323683 | -259.820523236833 |
82 | 1425 | 1443.08311946244 | -18.0831194624371 |
83 | 1857 | 2209.729429868 | -352.729429868005 |
84 | 1840 | 2003.56510395607 | -163.565103956067 |
85 | 1502 | 1456.591353876 | 45.4086461240029 |
86 | 1441 | 1371.27216631777 | 69.7278336822318 |
87 | 1420 | 1495.22766225152 | -75.2276622515159 |
88 | 1416 | 1345.16948335048 | 70.8305166495166 |
89 | 2970 | 2682.73581614247 | 287.264183857535 |
90 | 1317 | 1643.11848847195 | -326.118488471952 |
91 | 1644 | 1464.65372552389 | 179.346274476112 |
92 | 870 | 1113.27475677267 | -243.274756772669 |
93 | 1654 | 1844.25325906511 | -190.253259065112 |
94 | 1054 | 1075.23629037563 | -21.2362903756319 |
95 | 937 | 862.420692400162 | 74.5793075998385 |
96 | 3004 | 3249.08635180901 | -245.086351809015 |
97 | 2008 | 1976.64751349823 | 31.352486501768 |
98 | 2547 | 2406.01897559949 | 140.981024400506 |
99 | 1885 | 1774.23402667668 | 110.765973323324 |
100 | 1626 | 1619.94994335134 | 6.05005664865897 |
101 | 1468 | 1378.30101200559 | 89.698987994413 |
102 | 2445 | 2299.08334491833 | 145.916655081667 |
103 | 1964 | 2094.06565203435 | -130.065652034348 |
104 | 1381 | 1361.90746059396 | 19.0925394060387 |
105 | 1369 | 1391.75884750208 | -22.7588475020818 |
106 | 1659 | 1790.76522878285 | -131.765228782848 |
107 | 2888 | 2665.51617895217 | 222.483821047832 |
108 | 1290 | 1042.60675640843 | 247.393243591573 |
109 | 2845 | 2921.28947344091 | -76.2894734409064 |
110 | 1982 | 1984.17220506962 | -2.17220506962319 |
111 | 1904 | 1950.33206947803 | -46.3320694780343 |
112 | 1391 | 1609.61294824188 | -218.612948241876 |
113 | 602 | 657.513129534528 | -55.5131295345281 |
114 | 1743 | 1678.72576544814 | 64.274234551857 |
115 | 1559 | 1762.07744457442 | -203.077444574417 |
116 | 2014 | 2222.91612282124 | -208.91612282124 |
117 | 2143 | 2227.41010444185 | -84.4101044418463 |
118 | 2146 | 1966.36485515855 | 179.635144841454 |
119 | 874 | 896.47339252168 | -22.4733925216797 |
120 | 1590 | 1488.34267530123 | 101.657324698766 |
121 | 1590 | 1452.69113070458 | 137.308869295418 |
122 | 1210 | 1288.04825678229 | -78.0482567822883 |
123 | 2072 | 2039.2771657543 | 32.7228342457038 |
124 | 1281 | 1361.05088389558 | -80.0508838955785 |
125 | 1401 | 1375.11138706344 | 25.8886129365632 |
126 | 834 | 794.583516078644 | 39.4164839213558 |
127 | 1105 | 1136.63043266422 | -31.6304326642179 |
128 | 1272 | 1069.29659067616 | 202.703409323837 |
129 | 1944 | 1839.13313581485 | 104.866864185152 |
130 | 391 | 438.92252754117 | -47.9225275411704 |
131 | 761 | 730.670084469995 | 30.3299155300049 |
132 | 1605 | 1660.76313715246 | -55.763137152459 |
133 | 530 | 635.623784539377 | -105.623784539377 |
134 | 1988 | 1709.68382444505 | 278.316175554954 |
135 | 1386 | 1300.3867050766 | 85.6132949233955 |
136 | 2395 | 2526.22761678867 | -131.22761678867 |
137 | 387 | 423.356808870892 | -36.356808870892 |
138 | 1742 | 1784.15621152611 | -42.1562115261089 |
139 | 620 | 573.006708853044 | 46.9932911469558 |
140 | 449 | 585.175984055857 | -136.175984055857 |
141 | 800 | 832.831766432847 | -32.8317664328465 |
142 | 1684 | 1477.49419639367 | 206.505803606327 |
143 | 1050 | 1102.76149881678 | -52.7614988167821 |
144 | 2699 | 2620.76925095878 | 78.2307490412247 |
145 | 1606 | 1542.59191919034 | 63.4080808096556 |
146 | 1502 | 1276.846427967 | 225.153572032995 |
147 | 1204 | 1268.63042258956 | -64.6304225895581 |
148 | 1138 | 1121.10551375891 | 16.8944862410858 |
149 | 568 | 815.299227681093 | -247.299227681093 |
150 | 1459 | 1429.55205627766 | 29.4479437223398 |
151 | 2158 | 2214.2313634207 | -56.2313634207035 |
152 | 1111 | 1208.35607420316 | -97.3560742031642 |
153 | 1421 | 1299.55632948828 | 121.443670511721 |
154 | 2833 | 3110.08051838299 | -277.080518382989 |
155 | 1955 | 2105.50657740751 | -150.506577407509 |
156 | 2922 | 2775.02423109819 | 146.975768901812 |
157 | 1002 | 1143.31532302432 | -141.315323024316 |
158 | 1060 | 1157.74451198272 | -97.7445119827203 |
159 | 956 | 989.457410530172 | -33.4574105301715 |
160 | 2186 | 2609.068818403 | -423.068818403 |
161 | 3604 | 3363.46720894929 | 240.532791050705 |
162 | 1035 | 1066.46943890935 | -31.469438909349 |
163 | 1417 | 1513.15297408782 | -96.1529740878246 |
164 | 3261 | 3459.05911793221 | -198.059117932211 |
165 | 1587 | 1629.83570320374 | -42.8357032037391 |
166 | 1424 | 1450.40772587929 | -26.4077258792928 |
167 | 1701 | 1786.57019825372 | -85.570198253718 |
168 | 1249 | 1379.69384230972 | -130.693842309725 |
169 | 946 | 923.980272094771 | 22.0197279052291 |
170 | 1926 | 1779.79619616024 | 146.203803839763 |
171 | 3352 | 3310.28466191378 | 41.7153380862171 |
172 | 1641 | 1679.26457335666 | -38.2645733566568 |
173 | 2035 | 1786.90096090751 | 248.099039092489 |
174 | 2312 | 2154.53444964324 | 157.465550356761 |
175 | 1369 | 1559.48235360557 | -190.48235360557 |
176 | 1577 | 1590.29587635287 | -13.2958763528736 |
177 | 2201 | 2167.19761838576 | 33.8023816142424 |
178 | 961 | 944.143210409802 | 16.8567895901976 |
179 | 1900 | 1867.37288827413 | 32.6271117258665 |
180 | 1254 | 1253.65921913271 | 0.340780867293777 |
181 | 1335 | 1280.7189731654 | 54.2810268345997 |
182 | 1597 | 1481.17305973727 | 115.826940262727 |
183 | 207 | 291.116030707315 | -84.1160307073145 |
184 | 1645 | 1569.3079728644 | 75.6920271355965 |
185 | 2429 | 2357.69531365868 | 71.3046863413226 |
186 | 151 | 257.798951800938 | -106.798951800938 |
187 | 474 | 664.549677433606 | -190.549677433606 |
188 | 141 | 246.30813909942 | -105.30813909942 |
189 | 1639 | 1374.71465220085 | 264.285347799148 |
190 | 872 | 843.415458307769 | 28.5845416922311 |
191 | 1318 | 1237.83791020384 | 80.1620897961619 |
192 | 1018 | 1170.35703336397 | -152.357033363971 |
193 | 1383 | 1300.76494639283 | 82.2350536071671 |
194 | 1314 | 1152.08937489969 | 161.910625100312 |
195 | 1335 | 1349.40638686877 | -14.4063868687695 |
196 | 1403 | 1319.04740827871 | 83.9525917212883 |
197 | 910 | 997.865155763605 | -87.8651557636053 |
198 | 616 | 663.358455716719 | -47.3584557167194 |
199 | 1407 | 1436.89015427656 | -29.8901542765607 |
200 | 771 | 806.833271963784 | -35.8332719637839 |
201 | 766 | 785.386553707469 | -19.3865537074691 |
202 | 473 | 488.295279348178 | -15.2952793481782 |
203 | 1376 | 1424.01665095776 | -48.0166509577551 |
204 | 1232 | 1216.19436935221 | 15.8056306477947 |
205 | 1521 | 1497.84035251161 | 23.1596474883919 |
206 | 572 | 577.106609139827 | -5.10660913982705 |
207 | 1059 | 904.193629693786 | 154.806370306214 |
208 | 1544 | 1586.86992933534 | -42.869929335341 |
209 | 1230 | 1207.84872697169 | 22.1512730283089 |
210 | 1206 | 1211.49187440427 | -5.49187440426856 |
211 | 1205 | 1110.65393297624 | 94.3460670237649 |
212 | 1255 | 1011.74950271245 | 243.250497287554 |
213 | 613 | 609.825173232218 | 3.17482676778229 |
214 | 721 | 815.331117644856 | -94.3311176448561 |
215 | 1109 | 1029.81124336796 | 79.1887566320395 |
216 | 740 | 701.247457641891 | 38.7525423581093 |
217 | 1126 | 1124.82299210959 | 1.17700789041109 |
218 | 728 | 798.192366602585 | -70.1923666025853 |
219 | 689 | 722.716908122899 | -33.7169081228991 |
220 | 592 | 616.39874731583 | -24.3987473158302 |
221 | 995 | 916.292120754134 | 78.7078792458656 |
222 | 1613 | 1193.10325749688 | 419.896742503119 |
223 | 2048 | 1751.69889805827 | 296.301101941728 |
224 | 705 | 636.748940985018 | 68.2510590149824 |
225 | 301 | 395.4860758989 | -94.4860758988997 |
226 | 1803 | 1719.61718593919 | 83.3828140608124 |
227 | 799 | 822.302783605913 | -23.3027836059134 |
228 | 861 | 942.629858373545 | -81.6298583735453 |
229 | 1186 | 1052.81156834985 | 133.18843165015 |
230 | 1451 | 1116.54700214055 | 334.452997859446 |
231 | 628 | 574.449681902166 | 53.5503180978336 |
232 | 1161 | 973.923609045986 | 187.076390954014 |
233 | 1463 | 1344.73307442694 | 118.26692557306 |
234 | 742 | 716.324061020083 | 25.6759389799166 |
235 | 979 | 1062.58568124724 | -83.585681247235 |
236 | 675 | 698.46160022629 | -23.4616002262903 |
237 | 1241 | 1185.97068458536 | 55.0293154146365 |
238 | 676 | 650.901088177888 | 25.098911822112 |
239 | 1049 | 1053.66367910988 | -4.66367910988244 |
240 | 620 | 681.008273239585 | -61.0082732395853 |
241 | 1081 | 971.261967413274 | 109.738032586726 |
242 | 1688 | 1460.86006720611 | 227.13993279389 |
243 | 736 | 749.941334911283 | -13.9413349112834 |
244 | 617 | 679.239865204535 | -62.2398652045354 |
245 | 812 | 851.866446570139 | -39.8664465701388 |
246 | 1051 | 1036.60069488804 | 14.3993051119644 |
247 | 1656 | 1409.43450058269 | 246.565499417305 |
248 | 705 | 780.130945784827 | -75.1309457848268 |
249 | 945 | 1021.94632767261 | -76.9463276726065 |
250 | 554 | 648.821263204527 | -94.8212632045266 |
251 | 1597 | 1588.82029683736 | 8.179703162638 |
252 | 982 | 972.672524970054 | 9.32747502994628 |
253 | 222 | 301.724132281192 | -79.7241322811924 |
254 | 1212 | 1222.64843158286 | -10.648431582863 |
255 | 1143 | 1201.39592198041 | -58.395921980411 |
256 | 435 | 514.815217157796 | -79.8152171577963 |
257 | 532 | 539.514284357615 | -7.51428435761497 |
258 | 882 | 951.647355298921 | -69.6473552989207 |
259 | 608 | 619.534753595846 | -11.5347535958459 |
260 | 459 | 463.208276893923 | -4.20827689392281 |
261 | 578 | 601.317904145629 | -23.3179041456286 |
262 | 826 | 789.371625666624 | 36.6283743333758 |
263 | 509 | 448.311952138825 | 60.6880478611746 |
264 | 717 | 658.631842492463 | 58.3681575075373 |
265 | 637 | 689.337558315999 | -52.3375583159991 |
266 | 857 | 838.543368401301 | 18.4566315986992 |
267 | 830 | 870.607259560173 | -40.6072595601728 |
268 | 652 | 806.031741065527 | -154.031741065527 |
269 | 707 | 802.087814969908 | -95.0878149699081 |
270 | 954 | 1024.09880829556 | -70.0988082955583 |
271 | 1461 | 1307.59478223994 | 153.405217760059 |
272 | 672 | 738.330447600087 | -66.3304476000872 |
273 | 778 | 796.582444446752 | -18.5824444467518 |
274 | 1141 | 1121.52376338305 | 19.4762366169471 |
275 | 680 | 627.139307501241 | 52.8606924987589 |
276 | 1090 | 981.047813536147 | 108.952186463853 |
277 | 616 | 539.526759615339 | 76.4732403846608 |
278 | 285 | 329.460698932469 | -44.460698932469 |
279 | 1145 | 1019.06323795814 | 125.936762041861 |
280 | 733 | 765.072017372116 | -32.0720173721159 |
281 | 888 | 886.933674835115 | 1.06632516488476 |
282 | 849 | 860.400473705235 | -11.4004737052346 |
283 | 1182 | 1144.30995882451 | 37.6900411754919 |
284 | 528 | 558.801281425516 | -30.8012814255164 |
285 | 642 | 711.098210406776 | -69.0982104067756 |
286 | 947 | 559.305221409303 | 387.694778590697 |
287 | 819 | 686.167069013706 | 132.832930986294 |
288 | 757 | 678.117254416506 | 78.8827455834936 |
289 | 894 | 860.472249967664 | 33.5277500323359 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
12 | 0.163984272329832 | 0.327968544659664 | 0.836015727670168 |
13 | 0.318667770379625 | 0.637335540759249 | 0.681332229620375 |
14 | 0.19507689008592 | 0.390153780171841 | 0.80492310991408 |
15 | 0.112556259763946 | 0.225112519527893 | 0.887443740236054 |
16 | 0.0719714150356058 | 0.143942830071212 | 0.928028584964394 |
17 | 0.871291910302891 | 0.257416179394219 | 0.128708089697109 |
18 | 0.828326364428651 | 0.343347271142699 | 0.171673635571349 |
19 | 0.840614622928547 | 0.318770754142905 | 0.159385377071452 |
20 | 0.800872138342847 | 0.398255723314306 | 0.199127861657153 |
21 | 0.815025403745615 | 0.36994919250877 | 0.184974596254385 |
22 | 0.772862713160645 | 0.45427457367871 | 0.227137286839355 |
23 | 0.724982074153268 | 0.550035851693464 | 0.275017925846732 |
24 | 0.70697209588626 | 0.586055808227481 | 0.29302790411374 |
25 | 0.645610281438125 | 0.708779437123749 | 0.354389718561875 |
26 | 0.581504696399551 | 0.836990607200898 | 0.418495303600449 |
27 | 0.523516837171438 | 0.952966325657123 | 0.476483162828562 |
28 | 0.458938286007796 | 0.917876572015592 | 0.541061713992204 |
29 | 0.39594812465345 | 0.791896249306901 | 0.60405187534655 |
30 | 0.334735560345711 | 0.669471120691423 | 0.665264439654289 |
31 | 0.282918273736543 | 0.565836547473087 | 0.717081726263457 |
32 | 0.246259091249577 | 0.492518182499154 | 0.753740908750423 |
33 | 0.203662062881446 | 0.407324125762891 | 0.796337937118554 |
34 | 0.219511204991796 | 0.439022409983592 | 0.780488795008204 |
35 | 0.177624757018733 | 0.355249514037465 | 0.822375242981267 |
36 | 0.14664886138075 | 0.293297722761501 | 0.85335113861925 |
37 | 0.134039386633299 | 0.268078773266597 | 0.865960613366701 |
38 | 0.107907360050369 | 0.215814720100737 | 0.892092639949631 |
39 | 0.158366102890203 | 0.316732205780406 | 0.841633897109797 |
40 | 0.127963902566052 | 0.255927805132104 | 0.872036097433948 |
41 | 0.10174646389003 | 0.203492927780061 | 0.89825353610997 |
42 | 0.0934852458582682 | 0.186970491716536 | 0.906514754141732 |
43 | 0.159174681480786 | 0.318349362961572 | 0.840825318519214 |
44 | 0.13151901981838 | 0.26303803963676 | 0.86848098018162 |
45 | 0.120103029351243 | 0.240206058702486 | 0.879896970648757 |
46 | 0.127243458333808 | 0.254486916667616 | 0.872756541666192 |
47 | 0.25905516873404 | 0.51811033746808 | 0.74094483126596 |
48 | 0.241651321104838 | 0.483302642209676 | 0.758348678895162 |
49 | 0.252185633949697 | 0.504371267899394 | 0.747814366050303 |
50 | 0.220561912170987 | 0.441123824341973 | 0.779438087829013 |
51 | 0.315285659677382 | 0.630571319354765 | 0.684714340322618 |
52 | 0.280359103469242 | 0.560718206938484 | 0.719640896530758 |
53 | 0.282089860085799 | 0.564179720171597 | 0.717910139914201 |
54 | 0.667125404267348 | 0.665749191465303 | 0.332874595732652 |
55 | 0.645207205639261 | 0.709585588721478 | 0.354792794360739 |
56 | 0.605049643391234 | 0.789900713217532 | 0.394950356608766 |
57 | 0.569736915584748 | 0.860526168830503 | 0.430263084415252 |
58 | 0.810226572349563 | 0.379546855300875 | 0.189773427650438 |
59 | 0.781987183968957 | 0.436025632062086 | 0.218012816031043 |
60 | 0.76482990885438 | 0.47034018229124 | 0.23517009114562 |
61 | 0.787819461038954 | 0.424361077922092 | 0.212180538961046 |
62 | 0.903940693434654 | 0.192118613130692 | 0.0960593065653459 |
63 | 0.999999999955392 | 8.92165685012886e-11 | 4.46082842506443e-11 |
64 | 0.999999999916075 | 1.67849037037148e-10 | 8.3924518518574e-11 |
65 | 0.999999999902327 | 1.9534508171444e-10 | 9.76725408572198e-11 |
66 | 0.999999999976944 | 4.61112030235386e-11 | 2.30556015117693e-11 |
67 | 0.999999999967254 | 6.54917412718987e-11 | 3.27458706359493e-11 |
68 | 0.999999999992044 | 1.59126102279674e-11 | 7.95630511398372e-12 |
69 | 0.999999999987206 | 2.55885775873679e-11 | 1.2794288793684e-11 |
70 | 0.999999999981097 | 3.78061454445422e-11 | 1.89030727222711e-11 |
71 | 0.999999999971036 | 5.79283427722968e-11 | 2.89641713861484e-11 |
72 | 0.999999999974454 | 5.10920515738382e-11 | 2.55460257869191e-11 |
73 | 0.999999999970798 | 5.8404637958201e-11 | 2.92023189791005e-11 |
74 | 0.9999999999473 | 1.05399189089022e-10 | 5.26995945445109e-11 |
75 | 0.999999999934544 | 1.3091239684819e-10 | 6.54561984240949e-11 |
76 | 0.999999999901982 | 1.96035153710111e-10 | 9.80175768550557e-11 |
77 | 0.999999999914917 | 1.70165993395667e-10 | 8.50829966978337e-11 |
78 | 0.999999999907971 | 1.84058303258479e-10 | 9.20291516292394e-11 |
79 | 0.999999999899592 | 2.00815470998653e-10 | 1.00407735499326e-10 |
80 | 0.999999999863191 | 2.73618851165632e-10 | 1.36809425582816e-10 |
81 | 0.999999999939716 | 1.20567526684661e-10 | 6.02837633423306e-11 |
82 | 0.99999999989118 | 2.17639761530646e-10 | 1.08819880765323e-10 |
83 | 0.999999999987993 | 2.40132778850805e-11 | 1.20066389425402e-11 |
84 | 0.999999999987557 | 2.48856100208402e-11 | 1.24428050104201e-11 |
85 | 0.999999999978081 | 4.38384208201909e-11 | 2.19192104100954e-11 |
86 | 0.99999999996464 | 7.07193419969313e-11 | 3.53596709984656e-11 |
87 | 0.99999999994289 | 1.14220086796023e-10 | 5.71100433980114e-11 |
88 | 0.999999999911157 | 1.7768650677997e-10 | 8.88432533899851e-11 |
89 | 0.999999999972634 | 5.47313085785098e-11 | 2.73656542892549e-11 |
90 | 0.999999999995599 | 8.80248558925917e-12 | 4.40124279462959e-12 |
91 | 0.999999999996043 | 7.91307895711409e-12 | 3.95653947855705e-12 |
92 | 0.999999999997799 | 4.40235097602976e-12 | 2.20117548801488e-12 |
93 | 0.999999999998469 | 3.06105533834311e-12 | 1.53052766917156e-12 |
94 | 0.99999999999724 | 5.52039941422288e-12 | 2.76019970711144e-12 |
95 | 0.999999999995805 | 8.38897075038473e-12 | 4.19448537519236e-12 |
96 | 0.99999999999883 | 2.33894734942918e-12 | 1.16947367471459e-12 |
97 | 0.99999999999789 | 4.21980180031251e-12 | 2.10990090015625e-12 |
98 | 0.999999999997698 | 4.60379918194837e-12 | 2.30189959097418e-12 |
99 | 0.999999999997044 | 5.91258432874882e-12 | 2.95629216437441e-12 |
100 | 0.999999999994656 | 1.06882548186974e-11 | 5.3441274093487e-12 |
101 | 0.999999999992503 | 1.49944734692581e-11 | 7.49723673462904e-12 |
102 | 0.999999999991824 | 1.63520935216578e-11 | 8.1760467608289e-12 |
103 | 0.999999999992335 | 1.53299464949273e-11 | 7.66497324746364e-12 |
104 | 0.999999999986366 | 2.72681339574359e-11 | 1.3634066978718e-11 |
105 | 0.999999999975645 | 4.87097802098014e-11 | 2.43548901049007e-11 |
106 | 0.99999999997049 | 5.90198521860633e-11 | 2.95099260930316e-11 |
107 | 0.999999999979013 | 4.19733706499645e-11 | 2.09866853249822e-11 |
108 | 0.999999999992568 | 1.48645596274323e-11 | 7.43227981371614e-12 |
109 | 0.999999999988926 | 2.21487354905568e-11 | 1.10743677452784e-11 |
110 | 0.999999999980014 | 3.99720679106354e-11 | 1.99860339553177e-11 |
111 | 0.999999999966206 | 6.75883255453826e-11 | 3.37941627726913e-11 |
112 | 0.999999999976467 | 4.70654855401778e-11 | 2.35327427700889e-11 |
113 | 0.99999999996293 | 7.41397729802943e-11 | 3.70698864901472e-11 |
114 | 0.999999999941069 | 1.1786184614659e-10 | 5.8930923073295e-11 |
115 | 0.999999999952195 | 9.56101189971797e-11 | 4.78050594985899e-11 |
116 | 0.999999999973799 | 5.2401202375794e-11 | 2.6200601187897e-11 |
117 | 0.999999999960228 | 7.9544458506079e-11 | 3.97722292530395e-11 |
118 | 0.999999999965159 | 6.96830050566932e-11 | 3.48415025283466e-11 |
119 | 0.999999999938203 | 1.23594645324137e-10 | 6.17973226620683e-11 |
120 | 0.999999999917885 | 1.64229692828272e-10 | 8.21148464141358e-11 |
121 | 0.999999999909246 | 1.81507566578139e-10 | 9.07537832890696e-11 |
122 | 0.999999999850201 | 2.99597782880109e-10 | 1.49798891440055e-10 |
123 | 0.999999999782514 | 4.34971861865909e-10 | 2.17485930932954e-10 |
124 | 0.999999999669139 | 6.6172171549095e-10 | 3.30860857745475e-10 |
125 | 0.999999999437189 | 1.12562158858813e-09 | 5.62810794294066e-10 |
126 | 0.999999999086643 | 1.82671461176133e-09 | 9.13357305880666e-10 |
127 | 0.999999998514572 | 2.97085550071111e-09 | 1.48542775035555e-09 |
128 | 0.999999998988582 | 2.02283539808722e-09 | 1.01141769904361e-09 |
129 | 0.999999998811554 | 2.37689289955627e-09 | 1.18844644977814e-09 |
130 | 0.999999998020431 | 3.95913691050944e-09 | 1.97956845525472e-09 |
131 | 0.999999996834224 | 6.33155233401602e-09 | 3.16577616700801e-09 |
132 | 0.999999994890117 | 1.02197664270988e-08 | 5.10988321354942e-09 |
133 | 0.999999993124381 | 1.37512388000538e-08 | 6.87561940002689e-09 |
134 | 0.999999997751493 | 4.49701310303808e-09 | 2.24850655151904e-09 |
135 | 0.999999996824465 | 6.35107068580767e-09 | 3.17553534290384e-09 |
136 | 0.999999996375909 | 7.24818274031625e-09 | 3.62409137015812e-09 |
137 | 0.999999994057657 | 1.18846868777601e-08 | 5.94234343888003e-09 |
138 | 0.99999999165208 | 1.66958405373445e-08 | 8.34792026867226e-09 |
139 | 0.99999998720626 | 2.55874802788475e-08 | 1.27937401394238e-08 |
140 | 0.99999998511991 | 2.976017939143e-08 | 1.4880089695715e-08 |
141 | 0.999999975772214 | 4.84555725866336e-08 | 2.42277862933168e-08 |
142 | 0.999999985341788 | 2.93164247013932e-08 | 1.46582123506966e-08 |
143 | 0.999999978616623 | 4.27667531412017e-08 | 2.13833765706009e-08 |
144 | 0.999999967869337 | 6.42613258893457e-08 | 3.21306629446728e-08 |
145 | 0.999999950291302 | 9.94173957578021e-08 | 4.9708697878901e-08 |
146 | 0.99999997054091 | 5.89181804945025e-08 | 2.94590902472513e-08 |
147 | 0.999999964220325 | 7.15593500360581e-08 | 3.57796750180291e-08 |
148 | 0.999999942382527 | 1.15234945402518e-07 | 5.7617472701259e-08 |
149 | 0.999999973091201 | 5.38175985626269e-08 | 2.69087992813134e-08 |
150 | 0.999999956574847 | 8.68503063793533e-08 | 4.34251531896767e-08 |
151 | 0.999999934567622 | 1.3086475527463e-07 | 6.54323776373152e-08 |
152 | 0.999999913247859 | 1.73504281818599e-07 | 8.67521409092993e-08 |
153 | 0.999999905060309 | 1.89879382353948e-07 | 9.49396911769741e-08 |
154 | 0.999999988930017 | 2.21399652364108e-08 | 1.10699826182054e-08 |
155 | 0.99999999069975 | 1.86004996701883e-08 | 9.30024983509417e-09 |
156 | 0.999999987445028 | 2.51099432278546e-08 | 1.25549716139273e-08 |
157 | 0.999999989300477 | 2.1399045172006e-08 | 1.0699522586003e-08 |
158 | 0.999999990708504 | 1.85829930306824e-08 | 9.29149651534122e-09 |
159 | 0.999999984795258 | 3.04094846665436e-08 | 1.52047423332718e-08 |
160 | 0.999999999815507 | 3.68985940916952e-10 | 1.84492970458476e-10 |
161 | 0.999999999841101 | 3.17798140687251e-10 | 1.58899070343625e-10 |
162 | 0.999999999861854 | 2.76292343122505e-10 | 1.38146171561253e-10 |
163 | 0.999999999840799 | 3.18401604175863e-10 | 1.59200802087932e-10 |
164 | 0.99999999995446 | 9.10807920954968e-11 | 4.55403960477484e-11 |
165 | 0.999999999940288 | 1.19423799783367e-10 | 5.97118998916833e-11 |
166 | 0.999999999895698 | 2.08603351372306e-10 | 1.04301675686153e-10 |
167 | 0.999999999914846 | 1.70308930004136e-10 | 8.51544650020681e-11 |
168 | 0.99999999995907 | 8.1860767085669e-11 | 4.09303835428345e-11 |
169 | 0.999999999925047 | 1.49905893408566e-10 | 7.49529467042831e-11 |
170 | 0.999999999896499 | 2.07002488771718e-10 | 1.03501244385859e-10 |
171 | 0.999999999926222 | 1.47555952402989e-10 | 7.37779762014947e-11 |
172 | 0.999999999878372 | 2.43255968869688e-10 | 1.21627984434844e-10 |
173 | 0.999999999923168 | 1.53664037659962e-10 | 7.68320188299809e-11 |
174 | 0.999999999877016 | 2.45968039366362e-10 | 1.22984019683181e-10 |
175 | 0.999999999992917 | 1.41657548746998e-11 | 7.08287743734992e-12 |
176 | 0.999999999986685 | 2.66299522540309e-11 | 1.33149761270154e-11 |
177 | 0.999999999980176 | 3.96490421842205e-11 | 1.98245210921102e-11 |
178 | 0.999999999962672 | 7.46562421778128e-11 | 3.73281210889064e-11 |
179 | 0.999999999959834 | 8.033133638075e-11 | 4.0165668190375e-11 |
180 | 0.999999999932056 | 1.35887148477394e-10 | 6.79435742386971e-11 |
181 | 0.99999999987903 | 2.41940111672681e-10 | 1.2097005583634e-10 |
182 | 0.999999999800381 | 3.99238535407718e-10 | 1.99619267703859e-10 |
183 | 0.999999999638322 | 7.2335530607574e-10 | 3.6167765303787e-10 |
184 | 0.999999999365633 | 1.2687337410485e-09 | 6.34366870524251e-10 |
185 | 0.999999999484469 | 1.03106190794715e-09 | 5.15530953973574e-10 |
186 | 0.99999999908633 | 1.82733933682331e-09 | 9.13669668411657e-10 |
187 | 0.999999999103694 | 1.79261172689476e-09 | 8.96305863447382e-10 |
188 | 0.999999998402713 | 3.19457302561253e-09 | 1.59728651280627e-09 |
189 | 0.999999999534224 | 9.3155270892018e-10 | 4.6577635446009e-10 |
190 | 0.999999999218022 | 1.56395521533187e-09 | 7.81977607665936e-10 |
191 | 0.999999998606452 | 2.78709673082876e-09 | 1.39354836541438e-09 |
192 | 0.999999998832042 | 2.33591669327013e-09 | 1.16795834663506e-09 |
193 | 0.999999998000358 | 3.99928381119948e-09 | 1.99964190559974e-09 |
194 | 0.99999999699138 | 6.01724016939515e-09 | 3.00862008469757e-09 |
195 | 0.999999995732116 | 8.5357685146628e-09 | 4.2678842573314e-09 |
196 | 0.999999992581278 | 1.48374433185106e-08 | 7.41872165925529e-09 |
197 | 0.999999990484582 | 1.90308353945043e-08 | 9.51541769725215e-09 |
198 | 0.999999984216585 | 3.15668306731034e-08 | 1.57834153365517e-08 |
199 | 0.999999980517891 | 3.89642178325611e-08 | 1.94821089162806e-08 |
200 | 0.99999997008268 | 5.98346391130403e-08 | 2.99173195565202e-08 |
201 | 0.999999951854321 | 9.62913584587017e-08 | 4.81456792293509e-08 |
202 | 0.999999919619345 | 1.60761309747257e-07 | 8.03806548736284e-08 |
203 | 0.999999896603083 | 2.0679383325501e-07 | 1.03396916627505e-07 |
204 | 0.999999827049571 | 3.45900857904474e-07 | 1.72950428952237e-07 |
205 | 0.999999775318755 | 4.49362490372421e-07 | 2.2468124518621e-07 |
206 | 0.999999612948461 | 7.7410307788261e-07 | 3.87051538941305e-07 |
207 | 0.999999606356331 | 7.87287337156967e-07 | 3.93643668578484e-07 |
208 | 0.99999951542697 | 9.69146060939209e-07 | 4.84573030469604e-07 |
209 | 0.999999203496967 | 1.59300606601553e-06 | 7.96503033007765e-07 |
210 | 0.999999088583648 | 1.82283270426087e-06 | 9.11416352130437e-07 |
211 | 0.99999853396363 | 2.93207273968345e-06 | 1.46603636984172e-06 |
212 | 0.999999319059269 | 1.36188146179438e-06 | 6.80940730897192e-07 |
213 | 0.99999882532448 | 2.34935103962798e-06 | 1.17467551981399e-06 |
214 | 0.999998683029427 | 2.63394114629366e-06 | 1.31697057314683e-06 |
215 | 0.999998272023516 | 3.45595296803741e-06 | 1.72797648401871e-06 |
216 | 0.999997122553301 | 5.75489339705015e-06 | 2.87744669852508e-06 |
217 | 0.999995516910387 | 8.96617922525293e-06 | 4.48308961262647e-06 |
218 | 0.999997547525043 | 4.90494991453758e-06 | 2.45247495726879e-06 |
219 | 0.99999735851832 | 5.28296336080937e-06 | 2.64148168040468e-06 |
220 | 0.999995472827339 | 9.05434532266929e-06 | 4.52717266133464e-06 |
221 | 0.999992701227942 | 1.45975441162039e-05 | 7.29877205810193e-06 |
222 | 0.999997927554981 | 4.14489003907101e-06 | 2.0724450195355e-06 |
223 | 0.999998503024261 | 2.9939514775344e-06 | 1.4969757387672e-06 |
224 | 0.999997663030337 | 4.67393932585254e-06 | 2.33696966292627e-06 |
225 | 0.999996744512442 | 6.51097511659167e-06 | 3.25548755829584e-06 |
226 | 0.999994465198819 | 1.10696023623403e-05 | 5.53480118117015e-06 |
227 | 0.999990406176215 | 1.91876475694563e-05 | 9.59382378472816e-06 |
228 | 0.999991475230927 | 1.70495381451591e-05 | 8.52476907257956e-06 |
229 | 0.99999004408361 | 1.99118327809377e-05 | 9.95591639046886e-06 |
230 | 0.999998752945897 | 2.49410820623369e-06 | 1.24705410311684e-06 |
231 | 0.999997847181695 | 4.30563660925668e-06 | 2.15281830462834e-06 |
232 | 0.99999887956996 | 2.24086007901014e-06 | 1.12043003950507e-06 |
233 | 0.999998608323793 | 2.78335241502381e-06 | 1.39167620751191e-06 |
234 | 0.999997525171347 | 4.94965730660124e-06 | 2.47482865330062e-06 |
235 | 0.999997117665375 | 5.76466924966129e-06 | 2.88233462483064e-06 |
236 | 0.999995095568857 | 9.80886228597429e-06 | 4.90443114298714e-06 |
237 | 0.999991445632083 | 1.71087358348378e-05 | 8.55436791741892e-06 |
238 | 0.999984580101683 | 3.08397966330922e-05 | 1.54198983165461e-05 |
239 | 0.999972149011971 | 5.57019760576073e-05 | 2.78509880288036e-05 |
240 | 0.999959274965068 | 8.14500698639434e-05 | 4.07250349319717e-05 |
241 | 0.999954602597198 | 9.0794805603888e-05 | 4.5397402801944e-05 |
242 | 0.999984352355161 | 3.12952896771291e-05 | 1.56476448385646e-05 |
243 | 0.999970806004876 | 5.8387990247645e-05 | 2.91939951238225e-05 |
244 | 0.999963450642512 | 7.30987149751245e-05 | 3.65493574875623e-05 |
245 | 0.999939452952585 | 0.000121094094830221 | 6.05470474151105e-05 |
246 | 0.999893864516668 | 0.000212270966663909 | 0.000106135483331954 |
247 | 0.999987211991757 | 2.55760164868561e-05 | 1.2788008243428e-05 |
248 | 0.999979325737275 | 4.13485254492049e-05 | 2.06742627246025e-05 |
249 | 0.999960404022192 | 7.91919556155953e-05 | 3.95959778077976e-05 |
250 | 0.999928331406082 | 0.00014333718783651 | 7.16685939182551e-05 |
251 | 0.999871989729687 | 0.00025602054062652 | 0.00012801027031326 |
252 | 0.999763464934832 | 0.000473070130335016 | 0.000236535065167508 |
253 | 0.999585344117147 | 0.000829311765705882 | 0.000414655882852941 |
254 | 0.999251031265641 | 0.00149793746871864 | 0.000748968734359319 |
255 | 0.998777600703489 | 0.00244479859302238 | 0.00122239929651119 |
256 | 0.998023730988998 | 0.00395253802200351 | 0.00197626901100176 |
257 | 0.996631211767823 | 0.00673757646435355 | 0.00336878823217678 |
258 | 0.994900376966677 | 0.0101992460666465 | 0.00509962303332324 |
259 | 0.992151818056439 | 0.0156963638871227 | 0.00784818194356134 |
260 | 0.987172023665057 | 0.0256559526698859 | 0.0128279763349429 |
261 | 0.986180819099207 | 0.0276383618015857 | 0.0138191809007929 |
262 | 0.977774840206933 | 0.0444503195861337 | 0.0222251597930669 |
263 | 0.968061821577547 | 0.0638763568449058 | 0.0319381784224529 |
264 | 0.952814370018484 | 0.0943712599630326 | 0.0471856299815163 |
265 | 0.936362143670778 | 0.127275712658443 | 0.0636378563292216 |
266 | 0.910620769595673 | 0.178758460808655 | 0.0893792304043274 |
267 | 0.880343250462595 | 0.23931349907481 | 0.119656749537405 |
268 | 0.890314896080763 | 0.219370207838473 | 0.109685103919237 |
269 | 0.83967939735026 | 0.320641205299479 | 0.16032060264974 |
270 | 0.934971409809833 | 0.130057180380335 | 0.0650285901901675 |
271 | 0.920164719905651 | 0.159670560188697 | 0.0798352800943486 |
272 | 0.898091139998809 | 0.203817720002382 | 0.101908860001191 |
273 | 0.86045295983129 | 0.279094080337421 | 0.13954704016871 |
274 | 0.817328573932008 | 0.365342852135983 | 0.182671426067992 |
275 | 0.709910112176378 | 0.580179775647245 | 0.290089887823622 |
276 | 0.932330451491853 | 0.135339097016293 | 0.0676695485081467 |
277 | 0.839058376361244 | 0.321883247277511 | 0.160941623638756 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 195 | 0.733082706766917 | NOK |
5% type I error level | 200 | 0.75187969924812 | NOK |
10% type I error level | 202 | 0.759398496240602 | NOK |