Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = -277.746539492331 + 34.6832488366038months[t] + 0.000322414236964143time_in_rfc[t] + 3.24252518505429logins[t] + 1.77251783025714compendium_views_info[t] + 1.49665312176931compendium_views_pr[t] + 7.67447135423653shared_compendiums[t] + 2.38864180940119blogged_computations[t] -2.45791562756514compendiums_reviewed[t] + 0.68631828436802feedback_messages_p1[t] + 0.400282576718856feedback_messages_p120[t] -1.21216178815042e-05totsize[t] -0.00416718638661735totrevisions[t] + 0.000641976355320181totseconds[t] + 3.36679156936434tothyperlinks[t] -3.6270575330294`totblogs\r`[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) | -277.746539492331 | 166.67942 | -1.6664 | 0.09679 | 0.048395 |
months | 34.6832488366038 | 15.169606 | 2.2864 | 0.022999 | 0.011499 |
time_in_rfc | 0.000322414236964143 | 0.000447 | 0.7206 | 0.471766 | 0.235883 |
logins | 3.24252518505429 | 0.414838 | 7.8164 | 0 | 0 |
compendium_views_info | 1.77251783025714 | 0.08804 | 20.1332 | 0 | 0 |
compendium_views_pr | 1.49665312176931 | 0.228219 | 6.558 | 0 | 0 |
shared_compendiums | 7.67447135423653 | 4.14996 | 1.8493 | 0.065497 | 0.032749 |
blogged_computations | 2.38864180940119 | 0.668622 | 3.5725 | 0.000418 | 0.000209 |
compendiums_reviewed | -2.45791562756514 | 5.202106 | -0.4725 | 0.636958 | 0.318479 |
feedback_messages_p1 | 0.68631828436802 | 1.569864 | 0.4372 | 0.662324 | 0.331162 |
feedback_messages_p120 | 0.400282576718856 | 0.775135 | 0.5164 | 0.605991 | 0.302995 |
totsize | -1.21216178815042e-05 | 0.000482 | -0.0252 | 0.979952 | 0.489976 |
totrevisions | -0.00416718638661735 | 0.002376 | -1.7539 | 0.080565 | 0.040282 |
totseconds | 0.000641976355320181 | 0.000657 | 0.9775 | 0.329168 | 0.164584 |
tothyperlinks | 3.36679156936434 | 3.230937 | 1.042 | 0.298311 | 0.149156 |
`totblogs\r` | -3.6270575330294 | 3.348122 | -1.0833 | 0.279626 | 0.139813 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.977465873310152 |
R-squared | 0.955439533485978 |
Adjusted R-squared | 0.952991156204987 |
F-TEST (value) | 390.233785007002 |
F-TEST (DF numerator) | 15 |
F-TEST (DF denominator) | 273 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 159.61854645276 |
Sum Squared Residuals | 6955515.94147188 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1312.3191973142 | 105.680802685795 |
2 | 869 | 1046.61876077568 | -177.618760775681 |
3 | 1530 | 1581.4256972705 | -51.4256972704974 |
4 | 2172 | 2504.53767447054 | -332.537674470538 |
5 | 901 | 882.083435131612 | 18.9165648683877 |
6 | 463 | 479.211044465802 | -16.2110444658018 |
7 | 3201 | 3618.19438011378 | -417.194380113776 |
8 | 371 | 372.980699226029 | -1.98069922602937 |
9 | 1192 | 1111.23499877078 | 80.7650012292169 |
10 | 1583 | 1594.98850958051 | -11.9885095805053 |
11 | 1439 | 1345.84767808268 | 93.1523219173149 |
12 | 1764 | 1879.75736306938 | -115.757363069383 |
13 | 1495 | 1564.3631220226 | -69.3631220226018 |
14 | 1373 | 1437.2092846928 | -64.2092846927961 |
15 | 2187 | 2277.96908742951 | -90.9690874295062 |
16 | 1491 | 1496.8686726247 | -5.86867262469816 |
17 | 4041 | 3760.91108461805 | 280.088915381951 |
18 | 1706 | 1691.49651835909 | 14.5034816409117 |
19 | 2152 | 2352.03823577688 | -200.038235776885 |
20 | 1036 | 1119.0523596138 | -83.0523596137957 |
21 | 1882 | 1768.95545337953 | 113.044546620469 |
22 | 1929 | 1742.29449324686 | 186.705506753136 |
23 | 2242 | 2453.32612987461 | -211.32612987461 |
24 | 1220 | 1159.94426624047 | 60.0557337595269 |
25 | 1289 | 1298.45767225236 | -9.45767225235579 |
26 | 2515 | 2576.07419594555 | -61.074195945548 |
27 | 2147 | 2092.95995842064 | 54.0400415793645 |
28 | 2352 | 2440.88844315395 | -88.8884431539547 |
29 | 1638 | 1606.992598581 | 31.0074014190013 |
30 | 1222 | 1251.32779000898 | -29.3277900089757 |
31 | 1812 | 1964.14586717974 | -152.145867179739 |
32 | 1677 | 1717.64662814581 | -40.64662814581 |
33 | 1579 | 1534.91161823579 | 44.0883817642124 |
34 | 1731 | 1856.20847567996 | -125.208475679955 |
35 | 807 | 846.664269965099 | -39.6642699650992 |
36 | 2452 | 2519.43711906201 | -67.4371190620132 |
37 | 829 | 761.499700010106 | 67.5002999898941 |
38 | 1940 | 2035.37930569393 | -95.379305693931 |
39 | 2662 | 2460.03124878011 | 201.968751219887 |
40 | 186 | 216.120483923287 | -30.1204839232871 |
41 | 1499 | 1446.84830589708 | 52.1516941029198 |
42 | 865 | 747.309832381895 | 117.690167618105 |
43 | 1793 | 1482.74695519802 | 310.253044801978 |
44 | 2527 | 2548.07867893825 | -21.0786789382491 |
45 | 2747 | 2963.1579233001 | -216.157923300102 |
46 | 1324 | 1499.02696663474 | -175.026966634744 |
47 | 2702 | 2355.21160601873 | 346.788393981267 |
48 | 1383 | 1506.14648545299 | -123.146485452993 |
49 | 1179 | 1003.80571813486 | 175.194281865136 |
50 | 2099 | 2067.45643676338 | 31.5435632366171 |
51 | 4308 | 4734.3858299297 | -426.385829929704 |
52 | 918 | 945.787332082533 | -27.7873320825333 |
53 | 1831 | 1622.37695987296 | 208.623040127044 |
54 | 3373 | 3044.25385558754 | 328.746144412459 |
55 | 1713 | 1845.24879720723 | -132.248797207229 |
56 | 1438 | 1360.05220304756 | 77.9477969524413 |
57 | 496 | 553.219795561551 | -57.2197955615508 |
58 | 2253 | 2769.13718034442 | -516.13718034442 |
59 | 744 | 703.875440428681 | 40.1245595713189 |
60 | 1161 | 1294.23515271291 | -133.235152712906 |
61 | 2352 | 2112.74324177244 | 239.256758227557 |
62 | 2144 | 1756.86594923199 | 387.134050768009 |
63 | 4691 | 3533.63858292411 | 1157.36141707589 |
64 | 1112 | 1063.25235906179 | 48.7476409382074 |
65 | 2694 | 2448.30850622293 | 245.691493777073 |
66 | 1973 | 2268.45832082763 | -295.458320827628 |
67 | 1769 | 1873.94257573054 | -104.942575730538 |
68 | 3148 | 2870.27156704541 | 277.728432954586 |
69 | 2474 | 2490.23506650929 | -16.2350665092926 |
70 | 2084 | 2201.99150378557 | -117.991503785571 |
71 | 1954 | 1850.38468286591 | 103.615317134089 |
72 | 1226 | 1330.25786164463 | -104.257861644631 |
73 | 1389 | 1205.5409003407 | 183.459099659299 |
74 | 1496 | 1500.50247038627 | -4.50247038627024 |
75 | 2269 | 2121.51733792935 | 147.482662070646 |
76 | 1833 | 1896.01529473989 | -63.0152947398878 |
77 | 1268 | 1450.63935732625 | -182.639357326254 |
78 | 1943 | 1820.87292256413 | 122.127077435868 |
79 | 893 | 1031.30058922523 | -138.300589225227 |
80 | 1762 | 1646.41851737852 | 115.58148262148 |
81 | 1403 | 1593.15366542344 | -190.153665423443 |
82 | 1425 | 1420.17823234017 | 4.82176765983242 |
83 | 1857 | 2175.89142946369 | -318.891429463685 |
84 | 1840 | 1989.13319489503 | -149.133194895025 |
85 | 1502 | 1488.61256172951 | 13.3874382704936 |
86 | 1441 | 1360.22238065733 | 80.7776193426738 |
87 | 1420 | 1460.38807301526 | -40.3880730152635 |
88 | 1416 | 1311.47116851888 | 104.528831481124 |
89 | 2970 | 2665.44892478439 | 304.551075215612 |
90 | 1317 | 1660.98164716456 | -343.981647164564 |
91 | 1644 | 1493.5413686615 | 150.458631338496 |
92 | 870 | 1115.10123385501 | -245.10123385501 |
93 | 1654 | 1835.09161171659 | -181.091611716591 |
94 | 1054 | 1017.70853087958 | 36.2914691204181 |
95 | 937 | 869.573450214686 | 67.4265497853144 |
96 | 3004 | 3266.65142830147 | -262.651428301468 |
97 | 2008 | 1970.94087564683 | 37.0591243531711 |
98 | 2547 | 2386.22427128949 | 160.775728710507 |
99 | 1885 | 1796.42290365268 | 88.5770963473194 |
100 | 1626 | 1669.71402331552 | -43.7140233155167 |
101 | 1468 | 1396.23315119539 | 71.7668488046119 |
102 | 2445 | 2325.7910222454 | 119.208977754596 |
103 | 1964 | 2047.82328520596 | -83.8232852059594 |
104 | 1381 | 1326.51869114574 | 54.4813088542571 |
105 | 1369 | 1370.69789594129 | -1.69789594128952 |
106 | 1659 | 1775.30477035263 | -116.304770352627 |
107 | 2888 | 2738.82890623697 | 149.171093763025 |
108 | 1290 | 1031.85469916669 | 258.145300833314 |
109 | 2845 | 2911.67672504 | -66.6767250399983 |
110 | 1982 | 1961.11938873892 | 20.8806112610784 |
111 | 1904 | 1965.23197752556 | -61.2319775255577 |
112 | 1391 | 1602.2124527982 | -211.212452798195 |
113 | 602 | 629.953020481186 | -27.9530204811859 |
114 | 1743 | 1670.13860744294 | 72.8613925570603 |
115 | 1559 | 1660.17235679754 | -101.172356797536 |
116 | 2014 | 2183.97888500822 | -169.97888500822 |
117 | 2143 | 2265.5394588783 | -122.539458878303 |
118 | 2146 | 1982.6907190692 | 163.309280930795 |
119 | 874 | 886.347001988828 | -12.3470019888283 |
120 | 1590 | 1489.03044419682 | 100.969555803178 |
121 | 1590 | 1425.54509685697 | 164.454903143032 |
122 | 1210 | 1274.42080525653 | -64.4208052565272 |
123 | 2072 | 2030.34501235669 | 41.6549876433113 |
124 | 1281 | 1400.39175071768 | -119.391750717683 |
125 | 1401 | 1394.10224344506 | 6.89775655493858 |
126 | 834 | 798.194958671466 | 35.8050413285336 |
127 | 1105 | 1133.78039861596 | -28.7803986159606 |
128 | 1272 | 1031.51373080809 | 240.486269191913 |
129 | 1944 | 1858.43153715466 | 85.5684628453409 |
130 | 391 | 421.431058413915 | -30.4310584139151 |
131 | 761 | 717.035044896073 | 43.9649551039265 |
132 | 1605 | 1645.07234583113 | -40.0723458311269 |
133 | 530 | 642.403406290791 | -112.403406290791 |
134 | 1988 | 1686.88549010825 | 301.114509891746 |
135 | 1386 | 1413.4989943229 | -27.4989943229014 |
136 | 2395 | 2576.91193118393 | -181.911931183928 |
137 | 387 | 400.881168466609 | -13.8811684666094 |
138 | 1742 | 1831.48167043431 | -89.4816704343098 |
139 | 620 | 553.537766069315 | 66.4622339306847 |
140 | 449 | 553.849889111908 | -104.849889111908 |
141 | 800 | 813.830855453008 | -13.8308554530076 |
142 | 1684 | 1463.9238098487 | 220.076190151303 |
143 | 1050 | 1084.32092966866 | -34.3209296686648 |
144 | 2699 | 2673.80842106471 | 25.1915789352896 |
145 | 1606 | 1537.60111280564 | 68.3988871943592 |
146 | 1502 | 1274.26050546264 | 227.739494537355 |
147 | 1204 | 1287.33464115338 | -83.3346411533781 |
148 | 1138 | 1102.23295628786 | 35.7670437121366 |
149 | 568 | 801.023407124999 | -233.023407124999 |
150 | 1459 | 1432.30276221386 | 26.6972377861352 |
151 | 2158 | 2210.94436785937 | -52.9443678593735 |
152 | 1111 | 1224.04181960524 | -113.041819605245 |
153 | 1421 | 1309.04430701112 | 111.955692988882 |
154 | 2833 | 3155.41725202898 | -322.41725202898 |
155 | 1955 | 2199.54838244202 | -244.548382442017 |
156 | 2922 | 2797.39777691341 | 124.602223086587 |
157 | 1002 | 1142.91295672283 | -140.912956722833 |
158 | 1060 | 1136.08438175528 | -76.0843817552778 |
159 | 956 | 990.263624316245 | -34.2636243162455 |
160 | 2186 | 2613.07081395798 | -427.070813957976 |
161 | 3604 | 3405.33602677687 | 198.66397322313 |
162 | 1035 | 1090.58956743968 | -55.5895674396841 |
163 | 1417 | 1497.71046705945 | -80.7104670594516 |
164 | 3261 | 3434.13501549086 | -173.135015490864 |
165 | 1587 | 1624.39893880915 | -37.3989388091531 |
166 | 1424 | 1438.5215209679 | -14.5215209679044 |
167 | 1701 | 1791.71552694931 | -90.7155269493065 |
168 | 1249 | 1365.60965978251 | -116.609659782511 |
169 | 946 | 925.716612774764 | 20.2833872252361 |
170 | 1926 | 1793.96081220903 | 132.039187790967 |
171 | 3352 | 3359.38431721983 | -7.3843172198272 |
172 | 1641 | 1656.33876808793 | -15.3387680879293 |
173 | 2035 | 1802.82878745915 | 232.171212540853 |
174 | 2312 | 2168.2436590359 | 143.756340964096 |
175 | 1369 | 1604.07017881834 | -235.070178818338 |
176 | 1577 | 1566.00278379633 | 10.9972162036652 |
177 | 2201 | 2154.82325042564 | 46.1767495743609 |
178 | 961 | 928.653710300476 | 32.3462896995238 |
179 | 1900 | 1889.22105157912 | 10.77894842088 |
180 | 1254 | 1268.19888848456 | -14.198888484564 |
181 | 1335 | 1271.78645711669 | 63.2135428833138 |
182 | 1597 | 1498.12821230957 | 98.8717876904252 |
183 | 207 | 261.591463588912 | -54.591463588912 |
184 | 1645 | 1554.67229078877 | 90.3277092112345 |
185 | 2429 | 2385.18244791941 | 43.8175520805866 |
186 | 151 | 234.333157271308 | -83.3331572713076 |
187 | 474 | 652.056222158781 | -178.056222158781 |
188 | 141 | 212.6573447517 | -71.6573447517002 |
189 | 1639 | 1368.03151968429 | 270.968480315713 |
190 | 872 | 839.393834058604 | 32.6061659413958 |
191 | 1318 | 1211.52861885301 | 106.471381146992 |
192 | 1018 | 1165.84235742272 | -147.84235742272 |
193 | 1383 | 1287.3194702242 | 95.6805297758043 |
194 | 1314 | 1136.6581014286 | 177.341898571396 |
195 | 1335 | 1370.40034204646 | -35.4003420464606 |
196 | 1403 | 1349.57084429723 | 53.4291557027733 |
197 | 910 | 1016.89652177808 | -106.896521778078 |
198 | 616 | 683.708097181342 | -67.7080971813418 |
199 | 1407 | 1472.58974708387 | -65.5897470838694 |
200 | 771 | 823.109966588823 | -52.1099665888226 |
201 | 766 | 786.563061576784 | -20.5630615767842 |
202 | 473 | 514.090091503204 | -41.0900915032038 |
203 | 1376 | 1450.76598834903 | -74.7659883490336 |
204 | 1232 | 1225.40017816641 | 6.59982183359364 |
205 | 1521 | 1517.89932194238 | 3.10067805762443 |
206 | 572 | 591.424682307827 | -19.4246823078274 |
207 | 1059 | 914.152392284709 | 144.847607715291 |
208 | 1544 | 1615.36673338281 | -71.366733382807 |
209 | 1230 | 1231.27111732907 | -1.27111732907217 |
210 | 1206 | 1261.41325483626 | -55.4132548362589 |
211 | 1205 | 1140.581219679 | 64.4187803210022 |
212 | 1255 | 1038.39821911629 | 216.60178088371 |
213 | 613 | 621.150990190575 | -8.15099019057495 |
214 | 721 | 830.930035459015 | -109.930035459015 |
215 | 1109 | 1052.91625506824 | 56.0837449317641 |
216 | 740 | 714.885373381562 | 25.1146266184384 |
217 | 1126 | 1143.4979486867 | -17.4979486867003 |
218 | 728 | 825.621553653956 | -97.6215536539555 |
219 | 689 | 767.308698387614 | -78.3086983876139 |
220 | 592 | 641.440515612159 | -49.4405156121592 |
221 | 995 | 945.084559156306 | 49.9154408436945 |
222 | 1613 | 1225.14736517867 | 387.852634821325 |
223 | 2048 | 1781.3281117908 | 266.671888209201 |
224 | 705 | 646.116220541382 | 58.8837794586184 |
225 | 301 | 405.319150728201 | -104.319150728201 |
226 | 1803 | 1753.69686818199 | 49.3031318180116 |
227 | 799 | 837.89377167053 | -38.8937716705305 |
228 | 861 | 975.352024087725 | -114.352024087725 |
229 | 1186 | 1078.31968325025 | 107.680316749752 |
230 | 1451 | 1146.31527668291 | 304.684723317089 |
231 | 628 | 588.163307256658 | 39.8366927433425 |
232 | 1161 | 986.669060531104 | 174.330939468896 |
233 | 1463 | 1382.16027754554 | 80.8397224544611 |
234 | 742 | 735.503373776033 | 6.49662622396655 |
235 | 979 | 1066.21198992277 | -87.2119899227655 |
236 | 675 | 709.566608175572 | -34.5666081755719 |
237 | 1241 | 1214.45949525333 | 26.5405047466696 |
238 | 676 | 660.952481299927 | 15.047518700073 |
239 | 1049 | 1068.01005730391 | -19.0100573039127 |
240 | 620 | 689.72195749749 | -69.7219574974898 |
241 | 1081 | 992.063061681771 | 88.9369383182291 |
242 | 1688 | 1451.64875431234 | 236.351245687663 |
243 | 736 | 764.740046742881 | -28.7400467428812 |
244 | 617 | 686.249178162056 | -69.2491781620558 |
245 | 812 | 877.811494876871 | -65.8114948768709 |
246 | 1051 | 1053.73002555462 | -2.73002555461817 |
247 | 1656 | 1435.78349090698 | 220.216509093025 |
248 | 705 | 806.071485953264 | -101.071485953264 |
249 | 945 | 1047.47100535739 | -102.471005357393 |
250 | 554 | 647.860443037786 | -93.8604430377857 |
251 | 1597 | 1619.05936814198 | -22.059368141979 |
252 | 982 | 995.076543631989 | -13.076543631989 |
253 | 222 | 316.050118957736 | -94.050118957736 |
254 | 1212 | 1232.41523006413 | -20.4152300641347 |
255 | 1143 | 1229.71757517799 | -86.7175751779901 |
256 | 435 | 524.593850280201 | -89.5938502802013 |
257 | 532 | 558.454431780166 | -26.4544317801657 |
258 | 882 | 963.523861550712 | -81.5238615507125 |
259 | 608 | 630.154557786279 | -22.1545577862794 |
260 | 459 | 473.695533926547 | -14.6955339265469 |
261 | 578 | 614.835068084411 | -36.8350680844105 |
262 | 826 | 813.502476866212 | 12.4975231337884 |
263 | 509 | 459.758068236617 | 49.2419317633835 |
264 | 717 | 672.400770620306 | 44.599229379694 |
265 | 637 | 703.278501586371 | -66.2785015863712 |
266 | 857 | 874.61190568271 | -17.6119056827103 |
267 | 830 | 884.323938393414 | -54.3239383934144 |
268 | 652 | 829.911913755353 | -177.911913755353 |
269 | 707 | 821.036937081737 | -114.036937081737 |
270 | 954 | 1041.31223058612 | -87.3122305861212 |
271 | 1461 | 1325.085320476 | 135.914679523995 |
272 | 672 | 756.547223829603 | -84.5472238296032 |
273 | 778 | 808.45761174509 | -30.45761174509 |
274 | 1141 | 1163.13778664034 | -22.1377866403375 |
275 | 680 | 643.41857816718 | 36.58142183282 |
276 | 1090 | 1031.8517686543 | 58.1482313457034 |
277 | 616 | 556.800741891883 | 59.1992581081166 |
278 | 285 | 337.796270054653 | -52.7962700546525 |
279 | 1145 | 1048.28255151744 | 96.7174484825583 |
280 | 733 | 780.773236160481 | -47.7732361604811 |
281 | 888 | 911.561496998288 | -23.5614969982878 |
282 | 849 | 888.440495109778 | -39.4404951097777 |
283 | 1182 | 1173.71176296485 | 8.28823703514588 |
284 | 528 | 572.247881823914 | -44.2478818239143 |
285 | 642 | 724.675227616952 | -82.6752276169524 |
286 | 947 | 577.610814536104 | 369.389185463896 |
287 | 819 | 701.968617634402 | 117.031382365598 |
288 | 757 | 672.431966316051 | 84.5680336839485 |
289 | 894 | 894.506546435864 | -0.506546435863584 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
19 | 0.609734915233807 | 0.780530169532385 | 0.390265084766193 |
20 | 0.910151162669185 | 0.179697674661631 | 0.0898488373308153 |
21 | 0.847836123885241 | 0.304327752229519 | 0.152163876114759 |
22 | 0.850249906325479 | 0.299500187349041 | 0.149750093674521 |
23 | 0.795462059055324 | 0.409075881889353 | 0.204537940944676 |
24 | 0.714318816538773 | 0.571362366922454 | 0.285681183461227 |
25 | 0.727999552593518 | 0.544000894812964 | 0.272000447406482 |
26 | 0.66361863603426 | 0.672762727931479 | 0.33638136396574 |
27 | 0.678603727875545 | 0.64279254424891 | 0.321396272124455 |
28 | 0.617474280827899 | 0.765051438344202 | 0.382525719172101 |
29 | 0.582204168559657 | 0.835591662880686 | 0.417795831440343 |
30 | 0.50274006278481 | 0.99451987443038 | 0.49725993721519 |
31 | 0.548695631153389 | 0.902608737693222 | 0.451304368846611 |
32 | 0.489968875884528 | 0.979937751769056 | 0.510031124115472 |
33 | 0.46030400233795 | 0.920608004675899 | 0.53969599766205 |
34 | 0.464509225700536 | 0.929018451401072 | 0.535490774299464 |
35 | 0.41165505797027 | 0.82331011594054 | 0.58834494202973 |
36 | 0.34862207131876 | 0.69724414263752 | 0.65137792868124 |
37 | 0.303844072677718 | 0.607688145355437 | 0.696155927322282 |
38 | 0.251363316182716 | 0.502726632365432 | 0.748636683817284 |
39 | 0.264487781072236 | 0.528975562144472 | 0.735512218927764 |
40 | 0.224104012766513 | 0.448208025533026 | 0.775895987233487 |
41 | 0.183296196103764 | 0.366592392207527 | 0.816703803896236 |
42 | 0.166714124503558 | 0.333428249007116 | 0.833285875496442 |
43 | 0.229355224537195 | 0.458710449074391 | 0.770644775462805 |
44 | 0.18687713954496 | 0.37375427908992 | 0.81312286045504 |
45 | 0.176514573860241 | 0.353029147720483 | 0.823485426139759 |
46 | 0.189612769515221 | 0.379225539030443 | 0.810387230484779 |
47 | 0.287033386942457 | 0.574066773884913 | 0.712966613057543 |
48 | 0.273648556703007 | 0.547297113406015 | 0.726351443296993 |
49 | 0.259317672124924 | 0.518635344249849 | 0.740682327875076 |
50 | 0.244640457993341 | 0.489280915986683 | 0.755359542006659 |
51 | 0.408092646197493 | 0.816185292394986 | 0.591907353802507 |
52 | 0.366070074918923 | 0.732140149837846 | 0.633929925081077 |
53 | 0.386935415228206 | 0.773870830456411 | 0.613064584771794 |
54 | 0.780224418449795 | 0.43955116310041 | 0.219775581550205 |
55 | 0.757084601427053 | 0.485830797145893 | 0.242915398572947 |
56 | 0.724504295448684 | 0.550991409102633 | 0.275495704551317 |
57 | 0.693470498996294 | 0.613059002007412 | 0.306529501003706 |
58 | 0.912281312822996 | 0.175437374354008 | 0.087718687177004 |
59 | 0.893189201245479 | 0.213621597509041 | 0.106810798754521 |
60 | 0.880937466911522 | 0.238125066176956 | 0.119062533088478 |
61 | 0.90464101020645 | 0.190717979587101 | 0.0953589897935504 |
62 | 0.966305375133643 | 0.067389249732713 | 0.0336946248663565 |
63 | 0.999999999776787 | 4.46426553522574e-10 | 2.23213276761287e-10 |
64 | 0.999999999606139 | 7.87721493855222e-10 | 3.93860746927611e-10 |
65 | 0.99999999991812 | 1.63759522919001e-10 | 8.18797614595003e-11 |
66 | 0.999999999989707 | 2.05858883194908e-11 | 1.02929441597454e-11 |
67 | 0.999999999984337 | 3.13269905363242e-11 | 1.56634952681621e-11 |
68 | 0.999999999994678 | 1.06444145686356e-11 | 5.3222072843178e-12 |
69 | 0.999999999989546 | 2.09082409108493e-11 | 1.04541204554246e-11 |
70 | 0.999999999983942 | 3.21162148027611e-11 | 1.60581074013806e-11 |
71 | 0.99999999997937 | 4.12610573378045e-11 | 2.06305286689023e-11 |
72 | 0.99999999996592 | 6.81603292871729e-11 | 3.40801646435864e-11 |
73 | 0.999999999973529 | 5.2941870088464e-11 | 2.6470935044232e-11 |
74 | 0.99999999995912 | 8.17599636233596e-11 | 4.08799818116798e-11 |
75 | 0.999999999969914 | 6.01720050074688e-11 | 3.00860025037344e-11 |
76 | 0.999999999954411 | 9.11776584939684e-11 | 4.55888292469842e-11 |
77 | 0.999999999957888 | 8.42233434592642e-11 | 4.21116717296321e-11 |
78 | 0.999999999958636 | 8.27285584742397e-11 | 4.13642792371198e-11 |
79 | 0.999999999946166 | 1.07668517656943e-10 | 5.38342588284716e-11 |
80 | 0.999999999934482 | 1.31035861563243e-10 | 6.55179307816216e-11 |
81 | 0.999999999944099 | 1.11802121616394e-10 | 5.59010608081971e-11 |
82 | 0.999999999897713 | 2.04574663643384e-10 | 1.02287331821692e-10 |
83 | 0.999999999976607 | 4.67858146612866e-11 | 2.33929073306433e-11 |
84 | 0.999999999974096 | 5.18077274206435e-11 | 2.59038637103217e-11 |
85 | 0.999999999962585 | 7.4830664769511e-11 | 3.74153323847555e-11 |
86 | 0.999999999942609 | 1.14781957370276e-10 | 5.73909786851378e-11 |
87 | 0.999999999897213 | 2.05573071605435e-10 | 1.02786535802717e-10 |
88 | 0.999999999857982 | 2.84035844895048e-10 | 1.42017922447524e-10 |
89 | 0.999999999975078 | 4.98446758208077e-11 | 2.49223379104039e-11 |
90 | 0.999999999990278 | 1.94445164182075e-11 | 9.72225820910375e-12 |
91 | 0.9999999999961 | 7.80003171259274e-12 | 3.90001585629637e-12 |
92 | 0.99999999999694 | 6.12071406068122e-12 | 3.06035703034061e-12 |
93 | 0.99999999999741 | 5.1805541751728e-12 | 2.5902770875864e-12 |
94 | 0.999999999996979 | 6.04269488490354e-12 | 3.02134744245177e-12 |
95 | 0.99999999999602 | 7.96051201739909e-12 | 3.98025600869954e-12 |
96 | 0.999999999998594 | 2.81146818935902e-12 | 1.40573409467951e-12 |
97 | 0.999999999997804 | 4.39233585667344e-12 | 2.19616792833672e-12 |
98 | 0.999999999998364 | 3.27222169691699e-12 | 1.63611084845849e-12 |
99 | 0.99999999999763 | 4.74029151671108e-12 | 2.37014575835554e-12 |
100 | 0.999999999996155 | 7.68954248458288e-12 | 3.84477124229144e-12 |
101 | 0.999999999994516 | 1.09684328259758e-11 | 5.48421641298788e-12 |
102 | 0.99999999999394 | 1.21192411294156e-11 | 6.05962056470781e-12 |
103 | 0.999999999992289 | 1.542120548473e-11 | 7.71060274236499e-12 |
104 | 0.999999999986934 | 2.61322404430551e-11 | 1.30661202215275e-11 |
105 | 0.9999999999761 | 4.78001441338714e-11 | 2.39000720669357e-11 |
106 | 0.999999999967931 | 6.41374003004301e-11 | 3.2068700150215e-11 |
107 | 0.999999999974635 | 5.07296093446875e-11 | 2.53648046723437e-11 |
108 | 0.999999999990156 | 1.96880195689114e-11 | 9.84400978445569e-12 |
109 | 0.999999999983797 | 3.24064348082307e-11 | 1.62032174041154e-11 |
110 | 0.999999999971657 | 5.66852019968387e-11 | 2.83426009984194e-11 |
111 | 0.999999999952027 | 9.59452711342277e-11 | 4.79726355671138e-11 |
112 | 0.999999999968697 | 6.26063092478141e-11 | 3.1303154623907e-11 |
113 | 0.999999999944692 | 1.10615962898596e-10 | 5.5307981449298e-11 |
114 | 0.999999999915295 | 1.69409598497837e-10 | 8.47047992489185e-11 |
115 | 0.999999999897758 | 2.04484865110524e-10 | 1.02242432555262e-10 |
116 | 0.999999999946359 | 1.07282664479826e-10 | 5.3641332239913e-11 |
117 | 0.999999999922179 | 1.55641906634923e-10 | 7.78209533174615e-11 |
118 | 0.999999999925909 | 1.48181547544088e-10 | 7.40907737720442e-11 |
119 | 0.999999999869042 | 2.61915925847757e-10 | 1.30957962923879e-10 |
120 | 0.999999999833823 | 3.32354089775438e-10 | 1.66177044887719e-10 |
121 | 0.99999999982081 | 3.58380415809649e-10 | 1.79190207904825e-10 |
122 | 0.999999999695665 | 6.08669580516063e-10 | 3.04334790258032e-10 |
123 | 0.999999999522319 | 9.55362253532274e-10 | 4.77681126766137e-10 |
124 | 0.99999999930576 | 1.38847926036074e-09 | 6.94239630180372e-10 |
125 | 0.999999998817055 | 2.36589087946886e-09 | 1.18294543973443e-09 |
126 | 0.999999998110968 | 3.77806381612317e-09 | 1.88903190806159e-09 |
127 | 0.999999996817062 | 6.36587607813353e-09 | 3.18293803906676e-09 |
128 | 0.999999998471394 | 3.05721131242021e-09 | 1.52860565621011e-09 |
129 | 0.999999997961185 | 4.07762908414599e-09 | 2.03881454207299e-09 |
130 | 0.999999996586358 | 6.82728367370303e-09 | 3.41364183685152e-09 |
131 | 0.999999994453873 | 1.10922545069938e-08 | 5.54612725349692e-09 |
132 | 0.999999991052163 | 1.78956732042077e-08 | 8.94783660210383e-09 |
133 | 0.999999987361564 | 2.52768717921684e-08 | 1.26384358960842e-08 |
134 | 0.999999996729463 | 6.54107368898084e-09 | 3.27053684449042e-09 |
135 | 0.99999999873824 | 2.52351962746881e-09 | 1.26175981373441e-09 |
136 | 0.999999999159243 | 1.68151340541669e-09 | 8.40756702708344e-10 |
137 | 0.999999998562433 | 2.87513438504852e-09 | 1.43756719252426e-09 |
138 | 0.999999998152783 | 3.69443392261795e-09 | 1.84721696130897e-09 |
139 | 0.999999997456259 | 5.08748240470233e-09 | 2.54374120235117e-09 |
140 | 0.999999996457434 | 7.0851321638131e-09 | 3.54256608190655e-09 |
141 | 0.999999993992203 | 1.20155936146007e-08 | 6.00779680730034e-09 |
142 | 0.999999996596802 | 6.80639634476093e-09 | 3.40319817238046e-09 |
143 | 0.99999999435476 | 1.12904808128443e-08 | 5.64524040642213e-09 |
144 | 0.999999991224211 | 1.75515775706265e-08 | 8.77578878531327e-09 |
145 | 0.999999986293474 | 2.74130525014556e-08 | 1.37065262507278e-08 |
146 | 0.999999994377463 | 1.12450737925371e-08 | 5.62253689626856e-09 |
147 | 0.999999992156164 | 1.56876718076878e-08 | 7.84383590384389e-09 |
148 | 0.999999986925406 | 2.6149186948968e-08 | 1.3074593474484e-08 |
149 | 0.999999991660068 | 1.66798640924412e-08 | 8.33993204622061e-09 |
150 | 0.999999986458858 | 2.70822841981158e-08 | 1.35411420990579e-08 |
151 | 0.999999978769754 | 4.24604915752425e-08 | 2.12302457876213e-08 |
152 | 0.99999997049071 | 5.90185800779377e-08 | 2.95092900389689e-08 |
153 | 0.999999970213242 | 5.95735165732614e-08 | 2.97867582866307e-08 |
154 | 0.999999995955488 | 8.08902486604801e-09 | 4.04451243302401e-09 |
155 | 0.999999998221378 | 3.55724375510824e-09 | 1.77862187755412e-09 |
156 | 0.999999997511615 | 4.97676950540533e-09 | 2.48838475270267e-09 |
157 | 0.999999997421687 | 5.15662579436484e-09 | 2.57831289718242e-09 |
158 | 0.999999996701914 | 6.59617235671367e-09 | 3.29808617835683e-09 |
159 | 0.999999994406309 | 1.11873814845115e-08 | 5.59369074225577e-09 |
160 | 0.999999999915898 | 1.682035564827e-10 | 8.41017782413501e-11 |
161 | 0.999999999908485 | 1.83030947910162e-10 | 9.15154739550812e-11 |
162 | 0.999999999883463 | 2.33073591390734e-10 | 1.16536795695367e-10 |
163 | 0.999999999811656 | 3.766884823369e-10 | 1.8834424116845e-10 |
164 | 0.999999999946803 | 1.06394316671346e-10 | 5.31971583356728e-11 |
165 | 0.999999999921651 | 1.5669782191449e-10 | 7.83489109572451e-11 |
166 | 0.999999999869364 | 2.61271317084547e-10 | 1.30635658542273e-10 |
167 | 0.999999999871733 | 2.56533865392443e-10 | 1.28266932696222e-10 |
168 | 0.999999999854956 | 2.90088438410404e-10 | 1.45044219205202e-10 |
169 | 0.999999999735118 | 5.29764172537903e-10 | 2.64882086268951e-10 |
170 | 0.999999999662643 | 6.74714897436734e-10 | 3.37357448718367e-10 |
171 | 0.999999999804081 | 3.91836949153573e-10 | 1.95918474576786e-10 |
172 | 0.99999999965548 | 6.89039901653725e-10 | 3.44519950826863e-10 |
173 | 0.999999999886644 | 2.26712603408769e-10 | 1.13356301704385e-10 |
174 | 0.99999999982696 | 3.46079096469899e-10 | 1.7303954823495e-10 |
175 | 0.99999999998217 | 3.56605064023857e-11 | 1.78302532011929e-11 |
176 | 0.999999999966556 | 6.68882789253179e-11 | 3.3444139462659e-11 |
177 | 0.999999999963632 | 7.27352280587293e-11 | 3.63676140293647e-11 |
178 | 0.999999999931604 | 1.36791605728198e-10 | 6.83958028640989e-11 |
179 | 0.999999999926845 | 1.46309989211079e-10 | 7.31549946055397e-11 |
180 | 0.999999999860539 | 2.7892239859395e-10 | 1.39461199296975e-10 |
181 | 0.999999999743758 | 5.1248426830301e-10 | 2.56242134151505e-10 |
182 | 0.999999999557533 | 8.84933084024782e-10 | 4.42466542012391e-10 |
183 | 0.999999999214991 | 1.57001770971769e-09 | 7.85008854858845e-10 |
184 | 0.999999998677743 | 2.64451418565563e-09 | 1.32225709282781e-09 |
185 | 0.999999999453676 | 1.09264778517864e-09 | 5.46323892589319e-10 |
186 | 0.999999999024855 | 1.95028987798567e-09 | 9.75144938992834e-10 |
187 | 0.999999999090619 | 1.81876281454045e-09 | 9.09381407270226e-10 |
188 | 0.999999998355257 | 3.28948530399463e-09 | 1.64474265199731e-09 |
189 | 0.999999999332902 | 1.33419618480002e-09 | 6.67098092400008e-10 |
190 | 0.999999998843825 | 2.31235078400659e-09 | 1.15617539200329e-09 |
191 | 0.999999997914423 | 4.17115378926223e-09 | 2.08557689463111e-09 |
192 | 0.999999996913529 | 6.1729423148071e-09 | 3.08647115740355e-09 |
193 | 0.999999994645309 | 1.07093823844723e-08 | 5.35469119223616e-09 |
194 | 0.999999992230936 | 1.5538127025611e-08 | 7.76906351280552e-09 |
195 | 0.999999985802608 | 2.83947842549211e-08 | 1.41973921274606e-08 |
196 | 0.999999976766181 | 4.64676380153608e-08 | 2.32338190076804e-08 |
197 | 0.999999962615899 | 7.47682025118337e-08 | 3.73841012559169e-08 |
198 | 0.999999934920588 | 1.30158824757495e-07 | 6.50794123787473e-08 |
199 | 0.999999928430339 | 1.43139321159906e-07 | 7.15696605799528e-08 |
200 | 0.999999874574748 | 2.50850504469775e-07 | 1.25425252234887e-07 |
201 | 0.999999801931415 | 3.96137168961323e-07 | 1.98068584480661e-07 |
202 | 0.999999657449836 | 6.85100328562304e-07 | 3.42550164281152e-07 |
203 | 0.99999945904158 | 1.08191684077498e-06 | 5.40958420387491e-07 |
204 | 0.999999166258969 | 1.66748206186333e-06 | 8.33741030931666e-07 |
205 | 0.999998899279495 | 2.20144101063869e-06 | 1.10072050531934e-06 |
206 | 0.999998167447222 | 3.66510555554168e-06 | 1.83255277777084e-06 |
207 | 0.999998164617871 | 3.670764258299e-06 | 1.8353821291495e-06 |
208 | 0.999997758388319 | 4.48322336242143e-06 | 2.24161168121072e-06 |
209 | 0.999996315821256 | 7.36835748762156e-06 | 3.68417874381078e-06 |
210 | 0.999994987987421 | 1.00240251571142e-05 | 5.01201257855712e-06 |
211 | 0.999991939681939 | 1.61206361215005e-05 | 8.06031806075024e-06 |
212 | 0.999996232122414 | 7.53575517188184e-06 | 3.76787758594092e-06 |
213 | 0.999993578539276 | 1.28429214483341e-05 | 6.42146072416706e-06 |
214 | 0.999994037920722 | 1.19241585560316e-05 | 5.96207927801579e-06 |
215 | 0.999991681353996 | 1.66372920084161e-05 | 8.31864600420805e-06 |
216 | 0.999986048019433 | 2.79039611338505e-05 | 1.39519805669252e-05 |
217 | 0.99998129554528 | 3.74089094409241e-05 | 1.87044547204621e-05 |
218 | 0.999992125261219 | 1.57494775619586e-05 | 7.87473878097931e-06 |
219 | 0.999988639420811 | 2.27211583782488e-05 | 1.13605791891244e-05 |
220 | 0.999980738326908 | 3.8523346184354e-05 | 1.9261673092177e-05 |
221 | 0.999969666022826 | 6.06679543476172e-05 | 3.03339771738086e-05 |
222 | 0.999975243254671 | 4.95134906575931e-05 | 2.47567453287966e-05 |
223 | 0.999979291569523 | 4.14168609539036e-05 | 2.07084304769518e-05 |
224 | 0.999966416340487 | 6.71673190264953e-05 | 3.35836595132477e-05 |
225 | 0.999954809625716 | 9.03807485685158e-05 | 4.51903742842579e-05 |
226 | 0.999924915767311 | 0.000150168465377988 | 7.50842326889938e-05 |
227 | 0.999881877816776 | 0.000236244366447728 | 0.000118122183223864 |
228 | 0.999843930398596 | 0.000312139202808605 | 0.000156069601404302 |
229 | 0.999861363279612 | 0.000277273440776901 | 0.000138636720388451 |
230 | 0.999975056077181 | 4.98878456381743e-05 | 2.49439228190872e-05 |
231 | 0.999961202562414 | 7.75948751709906e-05 | 3.87974375854953e-05 |
232 | 0.999976521819061 | 4.69563618772996e-05 | 2.34781809386498e-05 |
233 | 0.999969727459056 | 6.05450818880151e-05 | 3.02725409440075e-05 |
234 | 0.999947907265588 | 0.000104185468823215 | 5.20927344116075e-05 |
235 | 0.999954923187995 | 9.01536240093993e-05 | 4.50768120046997e-05 |
236 | 0.999923158749028 | 0.000153682501943833 | 7.68412509719164e-05 |
237 | 0.999864048367449 | 0.000271903265102167 | 0.000135951632551083 |
238 | 0.999786281516731 | 0.000427436966538378 | 0.000213718483269189 |
239 | 0.999637889854894 | 0.000724220290213017 | 0.000362110145106509 |
240 | 0.999493233843382 | 0.00101353231323529 | 0.000506766156617645 |
241 | 0.999238227063375 | 0.00152354587325038 | 0.00076177293662519 |
242 | 0.999774317285856 | 0.000451365428287855 | 0.000225682714143928 |
243 | 0.999597561402929 | 0.000804877194142393 | 0.000402438597071196 |
244 | 0.999413481388006 | 0.00117303722398856 | 0.000586518611994279 |
245 | 0.999019624060064 | 0.00196075187987193 | 0.000980375939935964 |
246 | 0.998867523979616 | 0.00226495204076871 | 0.00113247602038435 |
247 | 0.999771891525318 | 0.000456216949364871 | 0.000228108474682435 |
248 | 0.999626776664054 | 0.000746446671891652 | 0.000373223335945826 |
249 | 0.999358208988633 | 0.00128358202273426 | 0.00064179101136713 |
250 | 0.998892752300003 | 0.00221449539999434 | 0.00110724769999717 |
251 | 0.99823640594329 | 0.00352718811341993 | 0.00176359405670997 |
252 | 0.99701272870532 | 0.00597454258935904 | 0.00298727129467952 |
253 | 0.995061383523667 | 0.00987723295266523 | 0.00493861647633262 |
254 | 0.991751345630597 | 0.0164973087388069 | 0.00824865436940344 |
255 | 0.987070367213553 | 0.0258592655728946 | 0.0129296327864473 |
256 | 0.979964254446606 | 0.0400714911067885 | 0.0200357455533943 |
257 | 0.967678391371375 | 0.0646432172572501 | 0.0323216086286251 |
258 | 0.953089452151566 | 0.0938210956968673 | 0.0469105478484336 |
259 | 0.92791882850383 | 0.14416234299234 | 0.0720811714961701 |
260 | 0.894552958344546 | 0.210894083310908 | 0.105447041655454 |
261 | 0.917672367159621 | 0.164655265680758 | 0.0823276328403791 |
262 | 0.890388626037865 | 0.21922274792427 | 0.109611373962135 |
263 | 0.869139268175182 | 0.261721463649637 | 0.130860731824818 |
264 | 0.80516879097097 | 0.38966241805806 | 0.19483120902903 |
265 | 0.733635885410227 | 0.532728229179546 | 0.266364114589773 |
266 | 0.631855318427153 | 0.736289363145694 | 0.368144681572847 |
267 | 0.53603412486781 | 0.92793175026438 | 0.46396587513219 |
268 | 0.683544993575561 | 0.632910012848877 | 0.316455006424439 |
269 | 0.620032092892058 | 0.759935814215885 | 0.379967907107942 |
270 | 0.808190097760031 | 0.383619804479938 | 0.191809902239969 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 191 | 0.757936507936508 | NOK |
5% type I error level | 194 | 0.76984126984127 | NOK |
10% type I error level | 197 | 0.781746031746032 | NOK |