Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 280.283724358132 + 0.00614301356531274time_in_rfc[t] + 5.45796648231442logins[t] + 15.5167073283103shared_compendiums[t] + 3.13547950670405blogged_computations[t] -4.35938813951399compendiums_reviewed[t] -0.00180582880531538totsize[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) | 280.283724358132 | 45.278321 | 6.1902 | 0 | 0 |
time_in_rfc | 0.00614301356531274 | 0.000487 | 12.6236 | 0 | 0 |
logins | 5.45796648231442 | 0.756828 | 7.2116 | 0 | 0 |
shared_compendiums | 15.5167073283103 | 7.319463 | 2.1199 | 0.034886 | 0.017443 |
blogged_computations | 3.13547950670405 | 0.988648 | 3.1715 | 0.001684 | 0.000842 |
compendiums_reviewed | -4.35938813951399 | 2.970828 | -1.4674 | 0.143382 | 0.071691 |
totsize | -0.00180582880531538 | 0.000767 | -2.3558 | 0.01917 | 0.009585 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.913792472491574 |
R-squared | 0.835016682782264 |
Adjusted R-squared | 0.831506399437206 |
F-TEST (value) | 237.877288156184 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 302.19360685967 |
Sum Squared Residuals | 25752515.2395736 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1842.23828081145 | -424.238280811447 |
2 | 869 | 1297.87668623462 | -428.87668623462 |
3 | 1530 | 1717.87155404554 | -187.871554045536 |
4 | 2172 | 1923.76039972852 | 248.23960027148 |
5 | 901 | 1259.30477498056 | -358.304774980556 |
6 | 463 | 550.251813810221 | -87.251813810221 |
7 | 3201 | 3205.94326076858 | -4.94326076858147 |
8 | 371 | 465.77183643384 | -94.7718364338399 |
9 | 1192 | 1232.34664146648 | -40.3466414664753 |
10 | 1583 | 1325.3927028128 | 257.607297187198 |
11 | 1439 | 1480.01807988162 | -41.0180798816167 |
12 | 1764 | 2155.32398270819 | -391.32398270819 |
13 | 1495 | 1882.30412358938 | -387.304123589383 |
14 | 1373 | 1409.72956111121 | -36.7295611112138 |
15 | 2187 | 2251.018436677 | -64.018436677003 |
16 | 1491 | 1838.47529189651 | -347.475291896509 |
17 | 4041 | 3230.1980573791 | 810.801942620896 |
18 | 1706 | 1997.8117937888 | -291.811793788796 |
19 | 2152 | 2353.93890150012 | -201.938901500123 |
20 | 1036 | 1313.1744079019 | -277.174407901895 |
21 | 1882 | 1964.76054633369 | -82.7605463336855 |
22 | 1929 | 1899.37122219921 | 29.6287778007859 |
23 | 2242 | 2818.0542337126 | -576.0542337126 |
24 | 1220 | 1413.01672426499 | -193.016724264989 |
25 | 1289 | 1338.05034045939 | -49.050340459393 |
26 | 2515 | 1968.38888510493 | 546.611114895073 |
27 | 2147 | 1841.82530412179 | 305.174695878207 |
28 | 2352 | 2319.45800721023 | 32.5419927897743 |
29 | 1638 | 2106.65454078368 | -468.654540783682 |
30 | 1222 | 1248.25003945866 | -26.2500394586637 |
31 | 1812 | 1932.52627050862 | -120.526270508623 |
32 | 1677 | 1879.06770775855 | -202.067707758548 |
33 | 1579 | 1547.91364732682 | 31.086352673179 |
34 | 1731 | 2312.91359006688 | -581.913590066879 |
35 | 807 | 910.032905413217 | -103.032905413217 |
36 | 2452 | 2548.58689395329 | -96.5868939532923 |
37 | 829 | 1073.97216722752 | -244.972167227522 |
38 | 1940 | 1838.36567218267 | 101.634327817328 |
39 | 2662 | 2781.15269401297 | -119.152694012966 |
40 | 186 | 414.581725512198 | -228.581725512198 |
41 | 1499 | 1663.53305722468 | -164.533057224682 |
42 | 865 | 1099.5176382837 | -234.517638283703 |
43 | 1793 | 1304.31226858343 | 488.687731416574 |
44 | 2527 | 2752.20432789597 | -225.204327895975 |
45 | 2747 | 2532.58405215621 | 214.415947843785 |
46 | 1324 | 1508.64190021256 | -184.641900212556 |
47 | 2702 | 1963.691218583 | 738.308781417 |
48 | 1383 | 1532.17709179173 | -149.177091791734 |
49 | 1179 | 1124.15352390302 | 54.8464760969825 |
50 | 2099 | 1151.17930840902 | 947.820691590982 |
51 | 4308 | 3094.65094657687 | 1213.34905342313 |
52 | 918 | 914.336561628142 | 3.66343837185824 |
53 | 1831 | 1731.36131333703 | 99.6386866629674 |
54 | 3373 | 2537.13391866583 | 835.866081334175 |
55 | 1713 | 1485.66799804372 | 227.332001956283 |
56 | 1438 | 1663.24987426879 | -225.249874268788 |
57 | 496 | 556.763734155413 | -60.7637341554129 |
58 | 2253 | 3709.36273894153 | -1456.36273894153 |
59 | 744 | 778.721270025463 | -34.721270025463 |
60 | 1161 | 1272.97031591423 | -111.97031591423 |
61 | 2352 | 1830.76328227111 | 521.236717728894 |
62 | 2144 | 2093.8529088438 | 50.1470911562037 |
63 | 4691 | 3302.72428467307 | 1388.27571532693 |
64 | 1112 | 1138.8396417508 | -26.8396417508041 |
65 | 2694 | 2460.03402339072 | 233.965976609284 |
66 | 1973 | 2471.94098325484 | -498.940983254838 |
67 | 1769 | 2101.52902080684 | -332.529020806839 |
68 | 3148 | 2926.28492212868 | 221.715077871322 |
69 | 2474 | 2325.5312350666 | 148.468764933401 |
70 | 2084 | 1876.01501468513 | 207.984985314873 |
71 | 1954 | 1938.11947688554 | 15.8805231144623 |
72 | 1226 | 1659.95812554421 | -433.958125544206 |
73 | 1389 | 1656.68939281235 | -267.689392812353 |
74 | 1496 | 1699.74401254535 | -203.744012545354 |
75 | 2269 | 2162.48351731391 | 106.516482686088 |
76 | 1833 | 1870.17702741754 | -37.1770274175382 |
77 | 1268 | 1500.46535801022 | -232.465358010221 |
78 | 1943 | 1810.05726217775 | 132.942737822248 |
79 | 893 | 927.826217727896 | -34.8262177278961 |
80 | 1762 | 1823.96816566262 | -61.9681656626211 |
81 | 1403 | 1528.8772181315 | -125.877218131495 |
82 | 1425 | 1470.67945662568 | -45.6794566256818 |
83 | 1857 | 2430.52810290529 | -573.528102905289 |
84 | 1840 | 2211.49375652609 | -371.493756526091 |
85 | 1502 | 1650.5483217594 | -148.548321759398 |
86 | 1441 | 1463.10651013994 | -22.106510139944 |
87 | 1420 | 1444.84697793385 | -24.8469779338455 |
88 | 1416 | 1227.37798864374 | 188.62201135626 |
89 | 2970 | 2912.66346009971 | 57.3365399002928 |
90 | 1317 | 1508.15826251093 | -191.158262510931 |
91 | 1644 | 1932.82677592794 | -288.82677592794 |
92 | 870 | 930.542015666574 | -60.5420156665739 |
93 | 1654 | 1221.85277706078 | 432.147222939223 |
94 | 1054 | 1322.56295832568 | -268.56295832568 |
95 | 937 | 1204.64908117981 | -267.64908117981 |
96 | 3004 | 2731.85789962641 | 272.142100373589 |
97 | 2008 | 2126.22449452112 | -118.224494521119 |
98 | 2547 | 1737.31138489746 | 809.688615102536 |
99 | 1885 | 1935.93178872787 | -50.9317887278713 |
100 | 1626 | 1832.87489367174 | -206.874893671739 |
101 | 1468 | 1425.88897126741 | 42.1110287325923 |
102 | 2445 | 2055.83665098559 | 389.163349014415 |
103 | 1964 | 2032.8437383763 | -68.8437383762961 |
104 | 1381 | 1359.76084347862 | 21.2391565213774 |
105 | 1369 | 1543.11358090451 | -174.11358090451 |
106 | 1659 | 2028.40450344668 | -369.404503446676 |
107 | 2888 | 2612.75158410498 | 275.248415895022 |
108 | 1290 | 972.182176623368 | 317.817823376632 |
109 | 2845 | 2840.37090262261 | 4.62909737739347 |
110 | 1982 | 2193.57772338047 | -211.577723380471 |
111 | 1904 | 1993.80196961845 | -89.8019696184477 |
112 | 1391 | 1871.80564413017 | -480.805644130165 |
113 | 602 | 563.602561329307 | 38.3974386706932 |
114 | 1743 | 1703.51261205641 | 39.4873879435883 |
115 | 1559 | 1847.34509990626 | -288.345099906258 |
116 | 2014 | 1779.7627128011 | 234.237287198901 |
117 | 2143 | 2297.85401202756 | -154.854012027563 |
118 | 2146 | 2062.7606205508 | 83.2393794492025 |
119 | 874 | 803.991110844586 | 70.0088891554137 |
120 | 1590 | 1185.64078851062 | 404.359211489382 |
121 | 1590 | 1414.03203250994 | 175.967967490058 |
122 | 1210 | 1085.82719974648 | 124.172800253524 |
123 | 2072 | 1508.70550398335 | 563.29449601665 |
124 | 1281 | 1167.24739634268 | 113.752603657316 |
125 | 1401 | 1810.93637659462 | -409.936376594625 |
126 | 834 | 1025.39468801033 | -191.394688010326 |
127 | 1105 | 1193.82026148007 | -88.8202614800697 |
128 | 1272 | 1112.00555109548 | 159.994448904522 |
129 | 1944 | 2214.61611396433 | -270.616113964327 |
130 | 391 | 506.928992238746 | -115.928992238746 |
131 | 761 | 740.62882509551 | 20.37117490449 |
132 | 1605 | 1646.15902603413 | -41.1590260341316 |
133 | 530 | 837.512600558978 | -307.512600558978 |
134 | 1988 | 1224.92458289369 | 763.075417106311 |
135 | 1386 | 1310.05042392957 | 75.9495760704262 |
136 | 2395 | 2778.43955858679 | -383.439558586794 |
137 | 387 | 507.944130077529 | -120.944130077529 |
138 | 1742 | 1789.41558369558 | -47.4155836955785 |
139 | 620 | 423.997123617197 | 196.002876382803 |
140 | 449 | 573.03416225157 | -124.03416225157 |
141 | 800 | 781.404964066346 | 18.5950359336543 |
142 | 1684 | 1430.8724441222 | 253.127555877802 |
143 | 1050 | 948.41132818634 | 101.588671813661 |
144 | 2699 | 2358.3334278586 | 340.666572141402 |
145 | 1606 | 1616.21269107295 | -10.2126910729517 |
146 | 1502 | 930.978151052752 | 571.021848947248 |
147 | 1204 | 1309.91695692638 | -105.916956926378 |
148 | 1138 | 922.342358566781 | 215.657641433219 |
149 | 568 | 700.053736023805 | -132.053736023805 |
150 | 1459 | 1261.85078155845 | 197.149218441549 |
151 | 2158 | 2265.44516698719 | -107.445166987188 |
152 | 1111 | 1423.96744903645 | -312.967449036448 |
153 | 1421 | 1315.57230936544 | 105.427690634556 |
154 | 2833 | 2732.30954929769 | 100.690450702308 |
155 | 1955 | 2327.68091956705 | -372.680919567051 |
156 | 2922 | 2846.31880637997 | 75.6811936200324 |
157 | 1002 | 1330.49417192419 | -328.494171924186 |
158 | 1060 | 965.109566027318 | 94.8904339726816 |
159 | 956 | 860.723420018018 | 95.2765799819823 |
160 | 2186 | 2995.46674328755 | -809.466743287547 |
161 | 3604 | 3176.52951724054 | 427.47048275946 |
162 | 1035 | 838.851016981152 | 196.148983018848 |
163 | 1417 | 1615.23256862412 | -198.232568624116 |
164 | 3261 | 2822.49176008234 | 438.508239917665 |
165 | 1587 | 1436.75518635987 | 150.244813640126 |
166 | 1424 | 1766.31768866051 | -342.317688660514 |
167 | 1701 | 1654.24393397943 | 46.7560660205672 |
168 | 1249 | 1469.74320172295 | -220.743201722952 |
169 | 946 | 1351.72065464017 | -405.720654640172 |
170 | 1926 | 2158.07222702817 | -232.072227028171 |
171 | 3352 | 2751.46002851599 | 600.539971484013 |
172 | 1641 | 1892.55056306669 | -251.550563066694 |
173 | 2035 | 1704.78632084769 | 330.213679152306 |
174 | 2312 | 2470.63218846089 | -158.632188460892 |
175 | 1369 | 1265.42682429209 | 103.573175707906 |
176 | 1577 | 1258.96067228304 | 318.039327716959 |
177 | 2201 | 1807.53564311019 | 393.464356889812 |
178 | 961 | 984.436334121462 | -23.4363341214621 |
179 | 1900 | 2132.64014575872 | -232.64014575872 |
180 | 1254 | 1349.7655830233 | -95.7655830232999 |
181 | 1335 | 1162.35451183167 | 172.645488168325 |
182 | 1597 | 1165.06245100068 | 431.937548999323 |
183 | 207 | 426.757383560992 | -219.757383560992 |
184 | 1645 | 1709.32010855142 | -64.3201085514197 |
185 | 2429 | 2609.15345424092 | -180.153454240918 |
186 | 151 | 370.776685417381 | -219.776685417381 |
187 | 474 | 680.746664156748 | -206.746664156748 |
188 | 141 | 403.915943771065 | -262.915943771065 |
189 | 1639 | 1298.68126722611 | 340.318732773889 |
190 | 872 | 964.546350462008 | -92.5463504620078 |
191 | 1318 | 1418.10627676577 | -100.106276765771 |
192 | 1018 | 1025.47394503339 | -7.47394503339467 |
193 | 1383 | 1096.87486588779 | 286.125134112213 |
194 | 1314 | 755.569342546606 | 558.430657453394 |
195 | 1335 | 1324.38191584029 | 10.6180841597063 |
196 | 1403 | 1353.70262743405 | 49.2973725659456 |
197 | 910 | 825.658146122323 | 84.3418538776774 |
198 | 616 | 680.653340981643 | -64.6533409816433 |
199 | 1407 | 1138.19531648111 | 268.804683518887 |
200 | 771 | 880.625102280012 | -109.625102280012 |
201 | 766 | 1054.4420321509 | -288.4420321509 |
202 | 473 | 625.419862713015 | -152.419862713015 |
203 | 1376 | 1462.92792903113 | -86.9279290311263 |
204 | 1232 | 1200.72474681886 | 31.275253181138 |
205 | 1521 | 1039.24365359579 | 481.756346404208 |
206 | 572 | 599.099188446829 | -27.0991884468291 |
207 | 1059 | 1002.8224838448 | 56.1775161551962 |
208 | 1544 | 1647.29940398777 | -103.299403987773 |
209 | 1230 | 1362.35728105404 | -132.357281054045 |
210 | 1206 | 1273.94335152601 | -67.9433515260107 |
211 | 1205 | 1146.04809241096 | 58.9519075890374 |
212 | 1255 | 1228.31395098111 | 26.6860490188858 |
213 | 613 | 622.642695241486 | -9.64269524148587 |
214 | 721 | 1009.0120572211 | -288.012057221103 |
215 | 1109 | 770.254278452112 | 338.745721547888 |
216 | 740 | 689.297840163531 | 50.7021598364689 |
217 | 1126 | 878.088832423199 | 247.911167576801 |
218 | 728 | 798.900584015624 | -70.900584015624 |
219 | 689 | 830.438679089549 | -141.438679089549 |
220 | 592 | 801.722754305713 | -209.722754305713 |
221 | 995 | 866.00869620106 | 128.99130379894 |
222 | 1613 | 1180.61416669545 | 432.385833304547 |
223 | 2048 | 1260.87187547385 | 787.128124526147 |
224 | 705 | 745.264107228746 | -40.2641072287461 |
225 | 301 | 481.127488790513 | -180.127488790513 |
226 | 1803 | 1648.39571390006 | 154.604286099942 |
227 | 799 | 901.01016609075 | -102.01016609075 |
228 | 861 | 880.206826628142 | -19.2068266281425 |
229 | 1186 | 950.961289691974 | 235.038710308026 |
230 | 1451 | 794.706620945382 | 656.293379054618 |
231 | 628 | 534.930626691762 | 93.0693733082382 |
232 | 1161 | 991.3275727722 | 169.672427227801 |
233 | 1463 | 1039.50270697946 | 423.497293020538 |
234 | 742 | 635.007786336432 | 106.992213663568 |
235 | 979 | 894.630506795163 | 84.3694932048368 |
236 | 675 | 864.539441324519 | -189.539441324519 |
237 | 1241 | 1400.37633414188 | -159.376334141883 |
238 | 676 | 649.205989646888 | 26.7940103531119 |
239 | 1049 | 848.291081620802 | 200.708918379198 |
240 | 620 | 636.179677194037 | -16.179677194037 |
241 | 1081 | 960.309032538576 | 120.690967461424 |
242 | 1688 | 1870.64555684364 | -182.645556843639 |
243 | 736 | 884.908535813614 | -148.908535813614 |
244 | 617 | 745.709536582726 | -128.709536582726 |
245 | 812 | 835.16854423912 | -23.1685442391201 |
246 | 1051 | 917.466994247326 | 133.533005752674 |
247 | 1656 | 1245.41344774687 | 410.586552253125 |
248 | 705 | 950.65070080485 | -245.65070080485 |
249 | 945 | 1004.28827691675 | -59.2882769167453 |
250 | 554 | 594.432467501221 | -40.4324675012206 |
251 | 1597 | 1531.98941019612 | 65.0105898038815 |
252 | 982 | 1038.79432270527 | -56.7943227052685 |
253 | 222 | 488.550667389762 | -266.550667389762 |
254 | 1212 | 1157.98407156915 | 54.0159284308545 |
255 | 1143 | 1008.2355782853 | 134.764421714705 |
256 | 435 | 576.864928358873 | -141.864928358873 |
257 | 532 | 538.539532172368 | -6.53953217236756 |
258 | 882 | 1025.5874684819 | -143.587468481901 |
259 | 608 | 829.467789025074 | -221.467789025074 |
260 | 459 | 672.440954130386 | -213.440954130386 |
261 | 578 | 485.175605255221 | 92.8243947447793 |
262 | 826 | 914.715481168746 | -88.7154811687455 |
263 | 509 | 597.971834643689 | -88.9718346436893 |
264 | 717 | 733.660631335089 | -16.6606313350893 |
265 | 637 | 715.177519644196 | -78.1775196441965 |
266 | 857 | 954.061489744763 | -97.0614897447635 |
267 | 830 | 901.937346080648 | -71.9373460806481 |
268 | 652 | 903.698279633192 | -251.698279633192 |
269 | 707 | 1164.7456541775 | -457.745654177502 |
270 | 954 | 948.06736269454 | 5.93263730545974 |
271 | 1461 | 1220.96437964159 | 240.035620358406 |
272 | 672 | 805.994636214317 | -133.994636214317 |
273 | 778 | 663.220264892165 | 114.779735107835 |
274 | 1141 | 1228.94868160407 | -87.9486816040677 |
275 | 680 | 806.197305283617 | -126.197305283616 |
276 | 1090 | 964.24377886557 | 125.75622113443 |
277 | 616 | 671.270603531687 | -55.2706035316869 |
278 | 285 | 494.955441078895 | -209.955441078895 |
279 | 1145 | 1027.88784161108 | 117.112158388924 |
280 | 733 | 849.07886646668 | -116.078866466679 |
281 | 888 | 827.58839232174 | 60.4116076782607 |
282 | 849 | 890.659498918534 | -41.6594989185338 |
283 | 1182 | 1029.21711272835 | 152.78288727165 |
284 | 528 | 628.18725685962 | -100.18725685962 |
285 | 642 | 747.160342189841 | -105.160342189841 |
286 | 947 | 600.446151804555 | 346.553848195445 |
287 | 819 | 727.514815560035 | 91.4851844399646 |
288 | 757 | 823.676046303898 | -66.6760463038978 |
289 | 894 | 750.545790596376 | 143.454209403624 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
10 | 0.729942564241896 | 0.540114871516209 | 0.270057435758104 |
11 | 0.685229277922214 | 0.629541444155572 | 0.314770722077786 |
12 | 0.557256792852197 | 0.885486414295607 | 0.442743207147803 |
13 | 0.431670807556496 | 0.863341615112992 | 0.568329192443504 |
14 | 0.34845110605745 | 0.696902212114899 | 0.65154889394255 |
15 | 0.333204578280133 | 0.666409156560265 | 0.666795421719867 |
16 | 0.257646379227885 | 0.51529275845577 | 0.742353620772115 |
17 | 0.641013945140519 | 0.717972109718963 | 0.358986054859481 |
18 | 0.596203687251245 | 0.80759262549751 | 0.403796312748755 |
19 | 0.633312549345618 | 0.733374901308765 | 0.366687450654382 |
20 | 0.601722031770712 | 0.796555936458576 | 0.398277968229288 |
21 | 0.525445406238205 | 0.94910918752359 | 0.474554593761795 |
22 | 0.454175320900193 | 0.908350641800385 | 0.545824679099807 |
23 | 0.455589589945229 | 0.911179179890459 | 0.54441041005477 |
24 | 0.398430615465983 | 0.796861230931967 | 0.601569384534017 |
25 | 0.336472697815946 | 0.672945395631893 | 0.663527302184054 |
26 | 0.337237507265889 | 0.674475014531778 | 0.662762492734111 |
27 | 0.294815060012742 | 0.589630120025485 | 0.705184939987258 |
28 | 0.239053604079251 | 0.478107208158502 | 0.760946395920749 |
29 | 0.336075010658439 | 0.672150021316879 | 0.66392498934156 |
30 | 0.294882805164934 | 0.589765610329867 | 0.705117194835066 |
31 | 0.243850247890275 | 0.487700495780551 | 0.756149752109724 |
32 | 0.205364220806851 | 0.410728441613702 | 0.794635779193149 |
33 | 0.188033740253029 | 0.376067480506058 | 0.811966259746971 |
34 | 0.285429665761147 | 0.570859331522294 | 0.714570334238853 |
35 | 0.240904103318598 | 0.481808206637196 | 0.759095896681402 |
36 | 0.204015559090865 | 0.40803111818173 | 0.795984440909135 |
37 | 0.170456343405153 | 0.340912686810306 | 0.829543656594847 |
38 | 0.194367352988907 | 0.388734705977815 | 0.805632647011093 |
39 | 0.160433199781666 | 0.320866399563331 | 0.839566800218334 |
40 | 0.132481169765357 | 0.264962339530715 | 0.867518830234643 |
41 | 0.107728639838483 | 0.215457279676965 | 0.892271360161517 |
42 | 0.086439714783089 | 0.172879429566178 | 0.913560285216911 |
43 | 0.111530635478257 | 0.223061270956514 | 0.888469364521743 |
44 | 0.145885044901931 | 0.291770089803863 | 0.854114955098069 |
45 | 0.193018672447984 | 0.386037344895968 | 0.806981327552016 |
46 | 0.162954797490342 | 0.325909594980683 | 0.837045202509659 |
47 | 0.300277445092936 | 0.600554890185872 | 0.699722554907064 |
48 | 0.261715931591467 | 0.523431863182934 | 0.738284068408533 |
49 | 0.247433908973744 | 0.494867817947488 | 0.752566091026256 |
50 | 0.672540418934023 | 0.654919162131954 | 0.327459581065977 |
51 | 0.975982270471711 | 0.0480354590565771 | 0.0240177295282885 |
52 | 0.968970605942048 | 0.0620587881159044 | 0.0310293940579522 |
53 | 0.961071859495938 | 0.0778562810081246 | 0.0389281405040623 |
54 | 0.992099501661733 | 0.0158009966765348 | 0.00790049833826742 |
55 | 0.992493038435542 | 0.0150139231289154 | 0.00750696156445768 |
56 | 0.991466095725805 | 0.0170678085483893 | 0.00853390427419467 |
57 | 0.988977425735008 | 0.0220451485299842 | 0.0110225742649921 |
58 | 0.999999023835908 | 1.95232818318771e-06 | 9.76164091593857e-07 |
59 | 0.999998464159024 | 3.07168195275675e-06 | 1.53584097637838e-06 |
60 | 0.999997612849317 | 4.77430136618467e-06 | 2.38715068309234e-06 |
61 | 0.999998767757609 | 2.46448478257769e-06 | 1.23224239128884e-06 |
62 | 0.99999801729741 | 3.96540518227027e-06 | 1.98270259113513e-06 |
63 | 0.999999999831437 | 3.37126544045976e-10 | 1.68563272022988e-10 |
64 | 0.99999999968961 | 6.20781864536797e-10 | 3.10390932268398e-10 |
65 | 0.99999999956937 | 8.61261093222189e-10 | 4.30630546611094e-10 |
66 | 0.99999999986889 | 2.62218706397866e-10 | 1.31109353198933e-10 |
67 | 0.99999999986299 | 2.74022130688764e-10 | 1.37011065344382e-10 |
68 | 0.999999999813378 | 3.73243787650607e-10 | 1.86621893825303e-10 |
69 | 0.999999999687393 | 6.25215034686248e-10 | 3.12607517343124e-10 |
70 | 0.999999999680445 | 6.39109752098211e-10 | 3.19554876049106e-10 |
71 | 0.999999999447809 | 1.104382338213e-09 | 5.52191169106502e-10 |
72 | 0.999999999681476 | 6.37048104004555e-10 | 3.18524052002278e-10 |
73 | 0.999999999621253 | 7.57493921796613e-10 | 3.78746960898306e-10 |
74 | 0.99999999947291 | 1.05417789647904e-09 | 5.27088948239521e-10 |
75 | 0.999999999184924 | 1.63015122824908e-09 | 8.15075614124539e-10 |
76 | 0.999999998596979 | 2.80604304578121e-09 | 1.40302152289061e-09 |
77 | 0.999999998203127 | 3.59374538777354e-09 | 1.79687269388677e-09 |
78 | 0.999999997664047 | 4.67190658424685e-09 | 2.33595329212343e-09 |
79 | 0.999999996332808 | 7.33438446113306e-09 | 3.66719223056653e-09 |
80 | 0.999999994199947 | 1.16001055106793e-08 | 5.80005275533965e-09 |
81 | 0.999999990950497 | 1.80990055324852e-08 | 9.0495027662426e-09 |
82 | 0.999999984956849 | 3.00863020549549e-08 | 1.50431510274775e-08 |
83 | 0.999999995958363 | 8.08327333894225e-09 | 4.04163666947113e-09 |
84 | 0.99999999681111 | 6.377779345316e-09 | 3.188889672658e-09 |
85 | 0.999999995349269 | 9.3014621939375e-09 | 4.65073109696875e-09 |
86 | 0.99999999225965 | 1.5480698656754e-08 | 7.74034932837698e-09 |
87 | 0.99999998705965 | 2.58807014307041e-08 | 1.29403507153521e-08 |
88 | 0.999999982579791 | 3.48404174612302e-08 | 1.74202087306151e-08 |
89 | 0.99999997223853 | 5.55229417238656e-08 | 2.77614708619328e-08 |
90 | 0.99999996381051 | 7.23789825066309e-08 | 3.61894912533155e-08 |
91 | 0.999999962988044 | 7.40239119976134e-08 | 3.70119559988067e-08 |
92 | 0.999999939938392 | 1.20123215199686e-07 | 6.00616075998432e-08 |
93 | 0.99999996433126 | 7.13374799603048e-08 | 3.56687399801524e-08 |
94 | 0.999999963544148 | 7.29117037459043e-08 | 3.64558518729521e-08 |
95 | 0.999999957858324 | 8.42833511694422e-08 | 4.21416755847211e-08 |
96 | 0.999999957909123 | 8.41817548702232e-08 | 4.20908774351116e-08 |
97 | 0.999999937380425 | 1.25239149252867e-07 | 6.26195746264334e-08 |
98 | 0.999999996514426 | 6.97114807576696e-09 | 3.48557403788348e-09 |
99 | 0.999999994254155 | 1.14916899921488e-08 | 5.74584499607439e-09 |
100 | 0.999999992775679 | 1.44486419979678e-08 | 7.22432099898392e-09 |
101 | 0.999999988891736 | 2.22165285427563e-08 | 1.11082642713782e-08 |
102 | 0.99999999198142 | 1.60371586335327e-08 | 8.01857931676635e-09 |
103 | 0.999999987214495 | 2.55710099156784e-08 | 1.27855049578392e-08 |
104 | 0.999999979124205 | 4.17515891951148e-08 | 2.08757945975574e-08 |
105 | 0.999999971712564 | 5.65748711245266e-08 | 2.82874355622633e-08 |
106 | 0.999999977573627 | 4.48527457280715e-08 | 2.24263728640358e-08 |
107 | 0.999999971959419 | 5.60811625822272e-08 | 2.80405812911136e-08 |
108 | 0.999999974479213 | 5.10415734035347e-08 | 2.55207867017674e-08 |
109 | 0.999999961213028 | 7.7573942956234e-08 | 3.8786971478117e-08 |
110 | 0.999999959022981 | 8.19540373450446e-08 | 4.09770186725223e-08 |
111 | 0.999999936954649 | 1.26090702994188e-07 | 6.30453514970941e-08 |
112 | 0.999999969233563 | 6.15328731860875e-08 | 3.07664365930438e-08 |
113 | 0.999999953543792 | 9.29124151917413e-08 | 4.64562075958707e-08 |
114 | 0.999999926334192 | 1.47331616899633e-07 | 7.36658084498165e-08 |
115 | 0.999999922661286 | 1.54677428037708e-07 | 7.7338714018854e-08 |
116 | 0.999999907823182 | 1.84353635518978e-07 | 9.21768177594892e-08 |
117 | 0.999999872807888 | 2.54384224579299e-07 | 1.27192112289649e-07 |
118 | 0.999999811419586 | 3.77160828423879e-07 | 1.8858041421194e-07 |
119 | 0.999999718092606 | 5.63814787758532e-07 | 2.81907393879266e-07 |
120 | 0.99999981412524 | 3.71749520896362e-07 | 1.85874760448181e-07 |
121 | 0.999999758017208 | 4.83965584611579e-07 | 2.4198279230579e-07 |
122 | 0.999999660307436 | 6.79385127442414e-07 | 3.39692563721207e-07 |
123 | 0.999999885918998 | 2.28162004624148e-07 | 1.14081002312074e-07 |
124 | 0.999999831910966 | 3.36178067525713e-07 | 1.68089033762857e-07 |
125 | 0.999999910920947 | 1.78158105163657e-07 | 8.90790525818284e-08 |
126 | 0.999999893300146 | 2.13399706972471e-07 | 1.06699853486235e-07 |
127 | 0.999999841930447 | 3.16139105075477e-07 | 1.58069552537738e-07 |
128 | 0.9999997856442 | 4.28711598476343e-07 | 2.14355799238171e-07 |
129 | 0.9999997721451 | 4.55709800890853e-07 | 2.27854900445426e-07 |
130 | 0.99999966377214 | 6.72455719784758e-07 | 3.36227859892379e-07 |
131 | 0.999999492809053 | 1.01438189345395e-06 | 5.07190946726974e-07 |
132 | 0.99999922462771 | 1.5507445792705e-06 | 7.75372289635252e-07 |
133 | 0.999999383223402 | 1.23355319651655e-06 | 6.16776598258276e-07 |
134 | 0.999999968046318 | 6.39073649417883e-08 | 3.19536824708942e-08 |
135 | 0.999999950695948 | 9.86081042775344e-08 | 4.93040521387672e-08 |
136 | 0.999999967214678 | 6.55706437368534e-08 | 3.27853218684267e-08 |
137 | 0.999999951166344 | 9.76673110797546e-08 | 4.88336555398773e-08 |
138 | 0.999999937268384 | 1.25463231517508e-07 | 6.2731615758754e-08 |
139 | 0.999999920646188 | 1.58707624032735e-07 | 7.93538120163676e-08 |
140 | 0.999999883404063 | 2.33191874367459e-07 | 1.1659593718373e-07 |
141 | 0.999999818768947 | 3.62462106953898e-07 | 1.81231053476949e-07 |
142 | 0.999999813801242 | 3.72397515325619e-07 | 1.86198757662809e-07 |
143 | 0.999999726513905 | 5.46972190815016e-07 | 2.73486095407508e-07 |
144 | 0.999999773577086 | 4.52845828210089e-07 | 2.26422914105045e-07 |
145 | 0.999999722247245 | 5.555055098692e-07 | 2.777527549346e-07 |
146 | 0.999999935646543 | 1.28706913597501e-07 | 6.43534567987505e-08 |
147 | 0.999999939222649 | 1.21554702194923e-07 | 6.07773510974615e-08 |
148 | 0.999999917110726 | 1.65778548418777e-07 | 8.28892742093887e-08 |
149 | 0.999999877191658 | 2.45616683706978e-07 | 1.22808341853489e-07 |
150 | 0.999999828645196 | 3.42709607887232e-07 | 1.71354803943616e-07 |
151 | 0.999999745529011 | 5.08941977368244e-07 | 2.54470988684122e-07 |
152 | 0.999999788308588 | 4.23382823462066e-07 | 2.11691411731033e-07 |
153 | 0.999999699174136 | 6.01651728237626e-07 | 3.00825864118813e-07 |
154 | 0.99999954551721 | 9.08965581814822e-07 | 4.54482790907411e-07 |
155 | 0.9999996611759 | 6.77648200877777e-07 | 3.38824100438889e-07 |
156 | 0.999999510852126 | 9.78295747160764e-07 | 4.89147873580382e-07 |
157 | 0.99999968126642 | 6.37467158080311e-07 | 3.18733579040156e-07 |
158 | 0.999999517437565 | 9.65124870306638e-07 | 4.82562435153319e-07 |
159 | 0.999999266730672 | 1.46653865573193e-06 | 7.33269327865963e-07 |
160 | 0.99999998145475 | 3.70904989983708e-08 | 1.85452494991854e-08 |
161 | 0.999999983866588 | 3.22668240220285e-08 | 1.61334120110143e-08 |
162 | 0.999999984676082 | 3.06478364317431e-08 | 1.53239182158716e-08 |
163 | 0.999999981710885 | 3.65782300542243e-08 | 1.82891150271121e-08 |
164 | 0.999999992678524 | 1.46429519546929e-08 | 7.32147597734643e-09 |
165 | 0.999999988259626 | 2.34807472669703e-08 | 1.17403736334852e-08 |
166 | 0.999999989534244 | 2.09315122480562e-08 | 1.04657561240281e-08 |
167 | 0.999999982579297 | 3.48414062476968e-08 | 1.74207031238484e-08 |
168 | 0.999999983743648 | 3.25127048896879e-08 | 1.6256352444844e-08 |
169 | 0.999999990945513 | 1.8108973706464e-08 | 9.05448685323198e-09 |
170 | 0.999999989762649 | 2.04747028912807e-08 | 1.02373514456403e-08 |
171 | 0.9999999952982 | 9.403601676426e-09 | 4.701800838213e-09 |
172 | 0.999999995322412 | 9.35517520494807e-09 | 4.67758760247404e-09 |
173 | 0.999999996038636 | 7.92272710873833e-09 | 3.96136355436916e-09 |
174 | 0.999999998623079 | 2.75384265286618e-09 | 1.37692132643309e-09 |
175 | 0.999999998789936 | 2.42012798889501e-09 | 1.21006399444751e-09 |
176 | 0.99999999954179 | 9.1641828147254e-10 | 4.5820914073627e-10 |
177 | 0.999999999497218 | 1.00556485897494e-09 | 5.02782429487471e-10 |
178 | 0.999999999103317 | 1.79336652697637e-09 | 8.96683263488184e-10 |
179 | 0.99999999986429 | 2.71419004717597e-10 | 1.35709502358799e-10 |
180 | 0.99999999976631 | 4.67377786295974e-10 | 2.33688893147987e-10 |
181 | 0.999999999595207 | 8.09585571226285e-10 | 4.04792785613142e-10 |
182 | 0.999999999735045 | 5.29909062547994e-10 | 2.64954531273997e-10 |
183 | 0.999999999582383 | 8.35233151481731e-10 | 4.17616575740865e-10 |
184 | 0.999999999445398 | 1.10920387412264e-09 | 5.54601937061318e-10 |
185 | 0.999999999739974 | 5.20051532315934e-10 | 2.60025766157967e-10 |
186 | 0.999999999563158 | 8.7368313453925e-10 | 4.36841567269625e-10 |
187 | 0.999999999267751 | 1.46449793254408e-09 | 7.32248966272042e-10 |
188 | 0.999999998838083 | 2.32383434591979e-09 | 1.1619171729599e-09 |
189 | 0.999999999309083 | 1.38183307938056e-09 | 6.9091653969028e-10 |
190 | 0.999999999201915 | 1.59616955313993e-09 | 7.98084776569965e-10 |
191 | 0.999999999345201 | 1.30959802922695e-09 | 6.54799014613475e-10 |
192 | 0.999999998829266 | 2.34146744699864e-09 | 1.17073372349932e-09 |
193 | 0.999999998560149 | 2.87970290649254e-09 | 1.43985145324627e-09 |
194 | 0.99999999919767 | 1.60465898295339e-09 | 8.02329491476694e-10 |
195 | 0.999999998788023 | 2.42395359913761e-09 | 1.21197679956881e-09 |
196 | 0.999999997807328 | 4.38534333061964e-09 | 2.19267166530982e-09 |
197 | 0.999999996461503 | 7.07699455031876e-09 | 3.53849727515938e-09 |
198 | 0.99999999538232 | 9.23536153846392e-09 | 4.61768076923196e-09 |
199 | 0.999999993763926 | 1.24721483543166e-08 | 6.23607417715832e-09 |
200 | 0.999999992591054 | 1.4817892895904e-08 | 7.408946447952e-09 |
201 | 0.999999995345599 | 9.30880270299535e-09 | 4.65440135149768e-09 |
202 | 0.999999994204877 | 1.159024605535e-08 | 5.79512302767501e-09 |
203 | 0.999999989828275 | 2.03434509023918e-08 | 1.01717254511959e-08 |
204 | 0.999999981526782 | 3.69464357745695e-08 | 1.84732178872848e-08 |
205 | 0.999999992970695 | 1.40586109990241e-08 | 7.02930549951207e-09 |
206 | 0.999999987086394 | 2.58272121941483e-08 | 1.29136060970741e-08 |
207 | 0.999999977158434 | 4.56831318966703e-08 | 2.28415659483352e-08 |
208 | 0.999999959294455 | 8.14110910117643e-08 | 4.07055455058821e-08 |
209 | 0.99999993398644 | 1.32027117854098e-07 | 6.6013558927049e-08 |
210 | 0.999999902480892 | 1.95038215660314e-07 | 9.75191078301572e-08 |
211 | 0.9999998293461 | 3.41307800173664e-07 | 1.70653900086832e-07 |
212 | 0.999999699994995 | 6.0001001045256e-07 | 3.0000500522628e-07 |
213 | 0.99999948013331 | 1.03973338001782e-06 | 5.19866690008911e-07 |
214 | 0.999999624906066 | 7.5018786731548e-07 | 3.7509393365774e-07 |
215 | 0.999999473113133 | 1.05377373476684e-06 | 5.2688686738342e-07 |
216 | 0.999999095176267 | 1.80964746665485e-06 | 9.04823733327425e-07 |
217 | 0.999999153714202 | 1.6925715955994e-06 | 8.462857977997e-07 |
218 | 0.99999926847727 | 1.46304546079895e-06 | 7.31522730399473e-07 |
219 | 0.999999336469944 | 1.32706011222264e-06 | 6.6353005611132e-07 |
220 | 0.999999046941855 | 1.90611628908032e-06 | 9.5305814454016e-07 |
221 | 0.999998413222934 | 3.17355413187389e-06 | 1.58677706593695e-06 |
222 | 0.999997657419902 | 4.68516019621364e-06 | 2.34258009810682e-06 |
223 | 0.999999967845156 | 6.43096886652478e-08 | 3.21548443326239e-08 |
224 | 0.999999943787271 | 1.12425457216717e-07 | 5.62127286083587e-08 |
225 | 0.999999917495665 | 1.65008669457665e-07 | 8.25043347288324e-08 |
226 | 0.999999918058866 | 1.63882268420244e-07 | 8.1941134210122e-08 |
227 | 0.999999845485528 | 3.09028944434167e-07 | 1.54514472217084e-07 |
228 | 0.99999974739392 | 5.0521215963928e-07 | 2.5260607981964e-07 |
229 | 0.999999821766003 | 3.564679939952e-07 | 1.782339969976e-07 |
230 | 0.999999977252807 | 4.54943869872452e-08 | 2.27471934936226e-08 |
231 | 0.999999958287413 | 8.342517346605e-08 | 4.1712586733025e-08 |
232 | 0.9999999552094 | 8.95811998663291e-08 | 4.47905999331646e-08 |
233 | 0.999999994665547 | 1.06689065103227e-08 | 5.33445325516136e-09 |
234 | 0.999999990146852 | 1.97062957836473e-08 | 9.85314789182363e-09 |
235 | 0.9999999802754 | 3.94492022257969e-08 | 1.97246011128985e-08 |
236 | 0.999999974042618 | 5.19147630732956e-08 | 2.59573815366478e-08 |
237 | 0.999999958173449 | 8.36531022026053e-08 | 4.18265511013026e-08 |
238 | 0.99999991364075 | 1.72718501783508e-07 | 8.63592508917538e-08 |
239 | 0.999999916560165 | 1.6687966958144e-07 | 8.34398347907198e-08 |
240 | 0.99999982500034 | 3.49999317580835e-07 | 1.74999658790418e-07 |
241 | 0.999999732872628 | 5.34254743951496e-07 | 2.67127371975748e-07 |
242 | 0.999999582348871 | 8.3530225722268e-07 | 4.1765112861134e-07 |
243 | 0.99999931052133 | 1.37895733907332e-06 | 6.89478669536659e-07 |
244 | 0.999999113002496 | 1.77399500748283e-06 | 8.86997503741414e-07 |
245 | 0.999998171115536 | 3.65776892854884e-06 | 1.82888446427442e-06 |
246 | 0.999996922447669 | 6.15510466237493e-06 | 3.07755233118746e-06 |
247 | 0.999999766331117 | 4.67337766218313e-07 | 2.33668883109156e-07 |
248 | 0.999999802950202 | 3.94099596336455e-07 | 1.97049798168227e-07 |
249 | 0.999999568467862 | 8.63064276538443e-07 | 4.31532138269222e-07 |
250 | 0.999999141339805 | 1.71732039053725e-06 | 8.58660195268625e-07 |
251 | 0.999998331645766 | 3.33670846751803e-06 | 1.66835423375901e-06 |
252 | 0.999996373924366 | 7.25215126876832e-06 | 3.62607563438416e-06 |
253 | 0.999993542977127 | 1.291404574526e-05 | 6.45702287263e-06 |
254 | 0.999986519781535 | 2.6960436929541e-05 | 1.34802184647705e-05 |
255 | 0.999984385994011 | 3.12280119773188e-05 | 1.56140059886594e-05 |
256 | 0.999967332298335 | 6.53354033302901e-05 | 3.26677016651451e-05 |
257 | 0.999934145363607 | 0.00013170927278597 | 6.58546363929851e-05 |
258 | 0.99987301201865 | 0.000253975962698818 | 0.000126987981349409 |
259 | 0.999905789272386 | 0.000188421455228087 | 9.42107276140437e-05 |
260 | 0.999859677175872 | 0.000280645648255774 | 0.000140322824127887 |
261 | 0.999709707011144 | 0.000580585977712554 | 0.000290292988856277 |
262 | 0.999411852031187 | 0.00117629593762598 | 0.000588147968812992 |
263 | 0.99886771327288 | 0.00226457345423946 | 0.00113228672711973 |
264 | 0.99789682343553 | 0.00420635312894231 | 0.00210317656447116 |
265 | 0.996336636232147 | 0.00732672753570593 | 0.00366336376785296 |
266 | 0.993381002157948 | 0.0132379956841033 | 0.00661899784205164 |
267 | 0.9882739273951 | 0.0234521452097999 | 0.0117260726048999 |
268 | 0.987856649966088 | 0.0242867000678243 | 0.0121433500339121 |
269 | 0.99654167295373 | 0.00691665409253774 | 0.00345832704626887 |
270 | 0.99285156719457 | 0.0142968656108581 | 0.00714843280542907 |
271 | 0.994194284427413 | 0.0116114311451747 | 0.00580571557258736 |
272 | 0.99065762473058 | 0.0186847505388415 | 0.00934237526942077 |
273 | 0.996631923330518 | 0.00673615333896342 | 0.00336807666948171 |
274 | 0.991548190976626 | 0.0169036180467477 | 0.00845180902337385 |
275 | 0.980719268114337 | 0.0385614637713265 | 0.0192807318856632 |
276 | 0.980053404652302 | 0.0398931906953951 | 0.0199465953476976 |
277 | 0.992706146318675 | 0.0145877073626509 | 0.00729385368132545 |
278 | 0.99687254149109 | 0.0062549170178202 | 0.0031274585089101 |
279 | 0.986725068534352 | 0.0265498629312962 | 0.0132749314656481 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 211 | 0.781481481481481 | NOK |
5% type I error level | 227 | 0.84074074074074 | NOK |
10% type I error level | 229 | 0.848148148148148 | NOK |