Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 150.238747399651 + 0.000976070373231626pageviews[t] + 2.10255099201417compendium_views_info[t] + 0.713838268964094blogged_computations[t] + 2.7124137481061compendiums_reviewed[t] + 6.21960378747855e-05totale_size[t] + 5.80700708841054totale_hyperlinks[t] -6.16894518227319totale_blogs[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) | 150.238747399651 | 29.224919 | 5.1408 | 1e-06 | 0 |
pageviews | 0.000976070373231626 | 0.000414 | 2.3567 | 0.019124 | 0.009562 |
compendium_views_info | 2.10255099201417 | 0.090599 | 23.2072 | 0 | 0 |
blogged_computations | 0.713838268964094 | 0.762681 | 0.936 | 0.350098 | 0.175049 |
compendiums_reviewed | 2.7124137481061 | 1.855654 | 1.4617 | 0.14494 | 0.07247 |
totale_size | 6.21960378747855e-05 | 0.000508 | 0.1225 | 0.902628 | 0.451314 |
totale_hyperlinks | 5.80700708841054 | 3.83424 | 1.5145 | 0.13102 | 0.06551 |
totale_blogs | -6.16894518227319 | 3.958502 | -1.5584 | 0.120263 | 0.060132 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.966276989542883 |
R-squared | 0.933691220520058 |
Adjusted R-squared | 0.932039400390664 |
F-TEST (value) | 565.249934847832 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 191.920854145049 |
Sum Squared Residuals | 10350245.6058701 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1275.17030155005 | 142.829698449953 |
2 | 869 | 990.465162433002 | -121.465162433002 |
3 | 1530 | 1613.45098799754 | -83.4509879975436 |
4 | 2172 | 2492.84141410295 | -320.841414102952 |
5 | 901 | 919.292545473156 | -18.2925454731556 |
6 | 463 | 569.224141515115 | -106.224141515115 |
7 | 3201 | 3955.05209164681 | -754.052091646809 |
8 | 371 | 460.939160110659 | -89.9391601106594 |
9 | 1192 | 1064.54292859351 | 127.457071406495 |
10 | 1583 | 1753.04678970104 | -170.046789701043 |
11 | 1439 | 1483.99299386592 | -44.9929938659209 |
12 | 1764 | 1893.26947268147 | -129.269472681467 |
13 | 1495 | 1477.29600338858 | 17.7039966114192 |
14 | 1373 | 1478.68274932853 | -105.682749328532 |
15 | 2187 | 2403.99977873308 | -216.999778733084 |
16 | 1491 | 1481.12091756899 | 9.87908243100631 |
17 | 4041 | 3725.38439150687 | 315.615608493132 |
18 | 1706 | 1776.46060365448 | -70.460603654481 |
19 | 2152 | 2312.48990129715 | -160.489901297153 |
20 | 1036 | 1206.13605359404 | -170.136053594037 |
21 | 1882 | 1759.40647568644 | 122.593524313561 |
22 | 1929 | 1834.79232228817 | 94.207677711832 |
23 | 2242 | 2616.83905072114 | -374.839050721135 |
24 | 1220 | 1236.97018384121 | -16.9701838412101 |
25 | 1289 | 1291.83684916887 | -2.83684916886996 |
26 | 2515 | 2516.32598784964 | -1.32598784964185 |
27 | 2147 | 2119.55985143275 | 27.4401485672499 |
28 | 2352 | 2375.76839317593 | -23.768393175934 |
29 | 1638 | 1606.05516017883 | 31.9448398211726 |
30 | 1222 | 1365.84442590248 | -143.844425902476 |
31 | 1812 | 1948.8639432888 | -136.863943288803 |
32 | 1677 | 1852.68060660063 | -175.680606600629 |
33 | 1579 | 1581.55198671112 | -2.55198671112082 |
34 | 1731 | 1888.65112148623 | -157.651121486234 |
35 | 807 | 890.688315363632 | -83.6883153636322 |
36 | 2452 | 2712.40786912437 | -260.407869124366 |
37 | 829 | 813.47000178966 | 15.52999821034 |
38 | 1940 | 2198.39331671182 | -258.393316711825 |
39 | 2662 | 2590.12223013048 | 71.8777698695243 |
40 | 186 | 304.510102800849 | -118.510102800849 |
41 | 1499 | 1477.04452539304 | 21.9554746069553 |
42 | 865 | 849.387810152284 | 15.6121898477159 |
43 | 1793 | 1362.58266231174 | 430.417337688256 |
44 | 2527 | 2510.6178081073 | 16.3821918926959 |
45 | 2747 | 3204.97039300696 | -457.970393006963 |
46 | 1324 | 1540.74346910592 | -216.743469105917 |
47 | 2702 | 2338.11020701637 | 363.889792983632 |
48 | 1383 | 1533.12709254607 | -150.127092546072 |
49 | 1179 | 1083.20441896894 | 95.795581031062 |
50 | 2099 | 2320.20038725519 | -221.200387255189 |
51 | 4308 | 4075.8354608938 | 232.164539106204 |
52 | 918 | 1000.24820255698 | -82.2482025569841 |
53 | 1831 | 1630.07530937545 | 200.924690624552 |
54 | 3373 | 3051.48221666389 | 321.517783336109 |
55 | 1713 | 1984.31183427949 | -271.31183427949 |
56 | 1438 | 1381.64398848282 | 56.3560115171835 |
57 | 496 | 646.60091475892 | -150.60091475892 |
58 | 2253 | 2236.96854442634 | 16.031455573663 |
59 | 744 | 808.100025036046 | -64.1000250360461 |
60 | 1161 | 1252.16746815057 | -91.1674681505659 |
61 | 2352 | 2300.6534409674 | 51.3465590325963 |
62 | 2144 | 1770.77781430089 | 373.222185699111 |
63 | 4691 | 3323.00082311846 | 1367.99917688154 |
64 | 1112 | 1102.964980165 | 9.03501983499921 |
65 | 2694 | 2178.47192220072 | 515.528077799276 |
66 | 1973 | 2294.70208230218 | -321.702082302181 |
67 | 1769 | 1872.29935106361 | -103.299351063612 |
68 | 3148 | 2851.33755261205 | 296.662447387953 |
69 | 2474 | 2462.55351215014 | 11.4464878498565 |
70 | 2084 | 2263.07136264406 | -179.071362644062 |
71 | 1954 | 1966.22706169278 | -12.2270616927832 |
72 | 1226 | 1468.62729751755 | -242.627297517554 |
73 | 1389 | 1236.72153117216 | 152.278468827843 |
74 | 1496 | 1363.69050463024 | 132.309495369758 |
75 | 2269 | 1976.73684744848 | 292.26315255152 |
76 | 1833 | 1901.70655171698 | -68.7065517169766 |
77 | 1268 | 1372.31722307999 | -104.31722307999 |
78 | 1943 | 1851.22259529303 | 91.7774047069661 |
79 | 893 | 1107.78173525241 | -214.781735252411 |
80 | 1762 | 1689.70310702699 | 72.2968929730081 |
81 | 1403 | 1704.70941665078 | -301.709416650775 |
82 | 1425 | 1438.05442296751 | -13.0544229675099 |
83 | 1857 | 2275.26452074368 | -418.264520743681 |
84 | 1840 | 2095.78876671785 | -255.788766717852 |
85 | 1502 | 1390.30134462165 | 111.698655378347 |
86 | 1441 | 1370.55982088445 | 70.4401791155541 |
87 | 1420 | 1549.65448813497 | -129.654488134974 |
88 | 1416 | 1452.91887240255 | -36.9188724025461 |
89 | 2970 | 2759.60050398937 | 210.399496010626 |
90 | 1317 | 1712.45577607647 | -395.455776076468 |
91 | 1644 | 1460.41545057774 | 183.584549422261 |
92 | 870 | 1193.08300269908 | -323.083002699075 |
93 | 1654 | 1838.44055246173 | -184.440552461725 |
94 | 1054 | 1005.8437028304 | 48.1562971695994 |
95 | 937 | 852.960468435699 | 84.0395315643012 |
96 | 3004 | 3004.1760681868 | -0.176068186797978 |
97 | 2008 | 2057.88324692854 | -49.8832469285412 |
98 | 2547 | 2385.2808884218 | 161.719111578198 |
99 | 1885 | 1834.60356274388 | 50.3964372561212 |
100 | 1626 | 1603.57534867381 | 22.424651326192 |
101 | 1468 | 1356.85487984952 | 111.145120150478 |
102 | 2445 | 2393.40252589867 | 51.5974741013295 |
103 | 1964 | 2147.98570729007 | -183.985707290068 |
104 | 1381 | 1427.22579553955 | -46.2257955395509 |
105 | 1369 | 1441.48485030755 | -72.4848503075517 |
106 | 1659 | 1799.87175966966 | -140.871759669663 |
107 | 2888 | 2598.75644331214 | 289.24355668786 |
108 | 1290 | 1060.67165722483 | 229.328342775169 |
109 | 2845 | 2990.57475349387 | -145.574753493872 |
110 | 1982 | 1929.4577476362 | 52.5422523638008 |
111 | 1904 | 1987.06198271729 | -83.0619827172929 |
112 | 1391 | 1365.55307285527 | 25.4469271447339 |
113 | 602 | 688.237686705062 | -86.2376867050618 |
114 | 1743 | 1644.87287587363 | 98.1271241263652 |
115 | 1559 | 1591.16017465195 | -32.1601746519527 |
116 | 2014 | 2366.54655325643 | -352.546553256426 |
117 | 2143 | 2277.26131763568 | -134.261317635682 |
118 | 2146 | 1980.71035582188 | 165.289644178125 |
119 | 874 | 901.571163660134 | -27.5711636601341 |
120 | 1590 | 1371.51857781899 | 218.481422181006 |
121 | 1590 | 1429.48463198819 | 160.51536801181 |
122 | 1210 | 1207.4279479847 | 2.57205201529968 |
123 | 2072 | 1800.01879474794 | 271.981205252058 |
124 | 1281 | 1232.70603984298 | 48.293960157019 |
125 | 1401 | 1460.27427831071 | -59.2742783107058 |
126 | 834 | 784.379876154778 | 49.6201238452222 |
127 | 1105 | 1076.34728778526 | 28.6527122147378 |
128 | 1272 | 997.625166948271 | 274.374833051729 |
129 | 1944 | 1830.04255049917 | 113.957449500834 |
130 | 391 | 503.790501306444 | -112.790501306444 |
131 | 761 | 696.821573173067 | 64.1784268269327 |
132 | 1605 | 1642.22238046474 | -37.2223804647435 |
133 | 530 | 669.411885700784 | -139.411885700784 |
134 | 1988 | 1633.24509222348 | 354.754907776521 |
135 | 1386 | 1442.37153767386 | -56.3715376738636 |
136 | 2395 | 2624.36039851765 | -229.360398517647 |
137 | 387 | 479.222156184527 | -92.2221561845271 |
138 | 1742 | 1951.18694907663 | -209.186949076632 |
139 | 620 | 603.281750749056 | 16.7182492509437 |
140 | 449 | 622.721992943383 | -173.721992943383 |
141 | 800 | 812.746107515159 | -12.7461075151594 |
142 | 1684 | 1404.48227583262 | 279.517724167383 |
143 | 1050 | 1098.54338413578 | -48.5433841357793 |
144 | 2699 | 2572.70213441812 | 126.297865581877 |
145 | 1606 | 1596.59757687387 | 9.40242312613394 |
146 | 1502 | 1222.60025737963 | 279.39974262037 |
147 | 1204 | 1175.88705566548 | 28.112944334516 |
148 | 1138 | 1195.8080555819 | -57.8080555819016 |
149 | 568 | 795.717733064983 | -227.717733064983 |
150 | 1459 | 1498.70956689608 | -39.7095668960842 |
151 | 2158 | 2296.71950073584 | -138.719500735839 |
152 | 1111 | 1319.43650758287 | -208.436507582871 |
153 | 1421 | 1299.42207671464 | 121.577923285357 |
154 | 2833 | 3319.19844818511 | -486.198448185105 |
155 | 1955 | 2029.21768598314 | -74.2176859831382 |
156 | 2922 | 2854.24235711742 | 67.7576428825775 |
157 | 1002 | 1253.69962587625 | -251.699625876251 |
158 | 1060 | 1117.92475972824 | -57.9247597282449 |
159 | 956 | 1057.74146676839 | -101.741466768386 |
160 | 2186 | 2016.95116207856 | 169.048837921442 |
161 | 3604 | 3319.21472921691 | 284.785270783095 |
162 | 1035 | 1074.87757579319 | -39.8775757931886 |
163 | 1417 | 1315.14827338266 | 101.851726617338 |
164 | 3261 | 3561.98279432583 | -300.982794325828 |
165 | 1587 | 1632.85489746427 | -45.8548974642655 |
166 | 1424 | 1480.99570829251 | -56.9957082925124 |
167 | 1701 | 1659.74485906478 | 41.2551409352195 |
168 | 1249 | 1331.30997891885 | -82.309978918853 |
169 | 946 | 828.650811898844 | 117.349188101156 |
170 | 1926 | 1863.44204517611 | 62.5579548238857 |
171 | 3352 | 3447.28424732203 | -95.2842473220336 |
172 | 1641 | 1631.78432417553 | 9.21567582447016 |
173 | 2035 | 1913.70126002452 | 121.298739975483 |
174 | 2312 | 2141.1459188597 | 170.854081140301 |
175 | 1369 | 1417.09609110957 | -48.0960911095707 |
176 | 1577 | 1735.62363680491 | -158.623636804913 |
177 | 2201 | 2279.65590679384 | -78.6559067938358 |
178 | 961 | 971.637684539103 | -10.6376845391025 |
179 | 1900 | 1827.58352727192 | 72.4164727280845 |
180 | 1254 | 1271.74353365573 | -17.7435336557319 |
181 | 1335 | 1170.3768170783 | 164.623182921698 |
182 | 1597 | 1372.75927893078 | 224.240721069219 |
183 | 207 | 344.712372705544 | -137.712372705544 |
184 | 1645 | 1597.55038084814 | 47.4496191518602 |
185 | 2429 | 2275.02654015107 | 153.97345984893 |
186 | 151 | 315.781741031433 | -164.781741031433 |
187 | 474 | 758.150140012222 | -284.150140012222 |
188 | 141 | 314.312653798939 | -173.312653798939 |
189 | 1639 | 1462.66642263845 | 176.333577361553 |
190 | 872 | 852.744359264163 | 19.2556407358372 |
191 | 1318 | 1325.19168693509 | -7.191686935086 |
192 | 1018 | 1305.19396301335 | -287.193963013345 |
193 | 1383 | 1169.18482727986 | 213.815172720138 |
194 | 1314 | 878.747788814302 | 435.252211185698 |
195 | 1335 | 1468.2046935372 | -133.204693537199 |
196 | 1403 | 1279.47005230362 | 123.529947696377 |
197 | 910 | 1090.58940589669 | -180.589405896695 |
198 | 616 | 741.155238597982 | -125.155238597982 |
199 | 1407 | 1477.75928320988 | -70.7592832098791 |
200 | 771 | 804.462245579421 | -33.4622455794213 |
201 | 766 | 707.528975614624 | 58.4710243853761 |
202 | 473 | 539.100716746348 | -66.100716746348 |
203 | 1376 | 1367.05904327715 | 8.94095672285125 |
204 | 1232 | 1135.4357179191 | 96.5642820808992 |
205 | 1521 | 1482.37571493161 | 38.6242850683938 |
206 | 572 | 615.427462191432 | -43.4274621914323 |
207 | 1059 | 866.892768791823 | 192.107231208177 |
208 | 1544 | 1671.24978788216 | -127.249787882161 |
209 | 1230 | 1231.31618286699 | -1.31618286698858 |
210 | 1206 | 1290.08651394483 | -84.0865139448277 |
211 | 1205 | 1091.41262275017 | 113.587377249833 |
212 | 1255 | 1041.52216993383 | 213.47783006617 |
213 | 613 | 643.801086426025 | -30.8010864260253 |
214 | 721 | 804.929520463249 | -83.9295204632489 |
215 | 1109 | 1075.16482535195 | 33.83517464805 |
216 | 740 | 706.46969158537 | 33.5303084146297 |
217 | 1126 | 1088.52117429886 | 37.4788257011417 |
218 | 728 | 724.121936333181 | 3.87806366681855 |
219 | 689 | 768.228121187732 | -79.2281211877319 |
220 | 592 | 705.210802716416 | -113.210802716416 |
221 | 995 | 1001.41057566933 | -6.41057566933291 |
222 | 1613 | 1125.39747800644 | 487.602521993557 |
223 | 2048 | 1645.56816264073 | 402.43183735927 |
224 | 705 | 661.331367866557 | 43.668632133443 |
225 | 301 | 423.790393293824 | -122.790393293824 |
226 | 1803 | 1550.04978536101 | 252.950214638991 |
227 | 799 | 769.062636269173 | 29.9373637308268 |
228 | 861 | 936.617903007145 | -75.6179030071454 |
229 | 1186 | 981.15515039708 | 204.84484960292 |
230 | 1451 | 1159.70827122164 | 291.291728778358 |
231 | 628 | 585.054787983841 | 42.9452120161594 |
232 | 1161 | 938.856437505461 | 222.143562494539 |
233 | 1463 | 1354.38356649173 | 108.616433508273 |
234 | 742 | 734.048679707647 | 7.95132029235271 |
235 | 979 | 1001.40797465371 | -22.4079746537138 |
236 | 675 | 631.748620547437 | 43.2513794525627 |
237 | 1241 | 1305.04687424734 | -64.0468742473365 |
238 | 676 | 674.717506864276 | 1.2824931357237 |
239 | 1049 | 1050.53215185944 | -1.53215185943621 |
240 | 620 | 672.783585885037 | -52.783585885037 |
241 | 1081 | 1011.40600397373 | 69.5939960262741 |
242 | 1688 | 1120.17015597757 | 567.829844022434 |
243 | 736 | 631.108772998168 | 104.891227001832 |
244 | 617 | 677.557889637191 | -60.5578896371912 |
245 | 812 | 861.467028979347 | -49.4670289793466 |
246 | 1051 | 1101.29727846031 | -50.2972784603135 |
247 | 1656 | 1341.34294530373 | 314.657054696265 |
248 | 705 | 785.607485838315 | -80.6074858383151 |
249 | 945 | 1004.5371948684 | -59.5371948684005 |
250 | 554 | 703.636981282984 | -149.636981282984 |
251 | 1597 | 1490.84800717956 | 106.151992820442 |
252 | 982 | 928.796687412962 | 53.203312587038 |
253 | 222 | 317.163081014344 | -95.1630810143435 |
254 | 1212 | 1138.22252625703 | 73.7774737429745 |
255 | 1143 | 1275.67757573347 | -132.677575733471 |
256 | 435 | 568.401368258812 | -133.401368258812 |
257 | 532 | 586.969546485645 | -54.9695464856454 |
258 | 882 | 929.900840646623 | -47.9008406466227 |
259 | 608 | 584.231841153321 | 23.7681588466794 |
260 | 459 | 443.881804220262 | 15.1181957797384 |
261 | 578 | 631.035148839947 | -53.035148839947 |
262 | 826 | 702.561956763174 | 123.438043236826 |
263 | 509 | 491.625613404646 | 17.3743865953535 |
264 | 717 | 686.384460991778 | 30.6155390082224 |
265 | 637 | 674.922913951337 | -37.9229139513373 |
266 | 857 | 891.565680961176 | -34.5656809611763 |
267 | 830 | 813.314063500468 | 16.6859364995317 |
268 | 652 | 723.351472398501 | -71.3514723985008 |
269 | 707 | 823.524349037289 | -116.524349037289 |
270 | 954 | 991.807414100299 | -37.8074141002986 |
271 | 1461 | 1223.28846438525 | 237.711535614746 |
272 | 672 | 754.358569554112 | -82.3585695541123 |
273 | 778 | 814.075162688095 | -36.0751626880955 |
274 | 1141 | 1062.92701833341 | 78.0729816665894 |
275 | 680 | 638.100999436963 | 41.8990005630369 |
276 | 1090 | 977.223833136406 | 112.776166863594 |
277 | 616 | 563.255934867595 | 52.7440651324046 |
278 | 285 | 336.522707514346 | -51.5227075143459 |
279 | 1145 | 1044.06847131025 | 100.931528689747 |
280 | 733 | 828.284685694437 | -95.2846856944373 |
281 | 888 | 922.663376446277 | -34.6633764462774 |
282 | 849 | 923.56439455205 | -74.5643945520499 |
283 | 1182 | 1225.44075748253 | -43.4407574825254 |
284 | 528 | 589.017787131222 | -61.0177871312222 |
285 | 642 | 766.91310220823 | -124.91310220823 |
286 | 947 | 605.366777220556 | 341.633222779444 |
287 | 819 | 735.458231108379 | 83.541768891621 |
288 | 757 | 618.112130298305 | 138.887869701695 |
289 | 894 | 996.767811976177 | -102.767811976177 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.0616440956037138 | 0.123288191207428 | 0.938355904396286 |
12 | 0.0193067307595867 | 0.0386134615191733 | 0.980693269240413 |
13 | 0.131012076725494 | 0.262024153450989 | 0.868987923274506 |
14 | 0.0762049362670032 | 0.152409872534006 | 0.923795063732997 |
15 | 0.0719675854537219 | 0.143935170907444 | 0.928032414546278 |
16 | 0.0376315807224505 | 0.0752631614449011 | 0.962368419277549 |
17 | 0.742771917794372 | 0.514456164411256 | 0.257228082205628 |
18 | 0.662818186502684 | 0.674363626994633 | 0.337181813497316 |
19 | 0.586315699506873 | 0.827368600986255 | 0.413684300493127 |
20 | 0.503097062392491 | 0.993805875215017 | 0.496902937607509 |
21 | 0.469731280934678 | 0.939462561869355 | 0.530268719065322 |
22 | 0.392668566994787 | 0.785337133989575 | 0.607331433005213 |
23 | 0.340869826000928 | 0.681739652001855 | 0.659130173999072 |
24 | 0.27479052978898 | 0.549581059577961 | 0.725209470211019 |
25 | 0.238343013989539 | 0.476686027979079 | 0.761656986010461 |
26 | 0.184782703535767 | 0.369565407071534 | 0.815217296464233 |
27 | 0.181153647667587 | 0.362307295335174 | 0.818846352332413 |
28 | 0.206515994023862 | 0.413031988047724 | 0.793484005976138 |
29 | 0.172566302934897 | 0.345132605869793 | 0.827433697065103 |
30 | 0.144496632946619 | 0.288993265893238 | 0.855503367053381 |
31 | 0.14000416147031 | 0.280008322940619 | 0.859995838529691 |
32 | 0.131521546664995 | 0.263043093329991 | 0.868478453335005 |
33 | 0.118927120124191 | 0.237854240248382 | 0.881072879875809 |
34 | 0.131559902446611 | 0.263119804893223 | 0.868440097553389 |
35 | 0.116640922679598 | 0.233281845359196 | 0.883359077320402 |
36 | 0.0959823584863365 | 0.191964716972673 | 0.904017641513664 |
37 | 0.0788630496345682 | 0.157726099269136 | 0.921136950365432 |
38 | 0.0745839814673459 | 0.149167962934692 | 0.925416018532654 |
39 | 0.103951819904161 | 0.207903639808321 | 0.896048180095839 |
40 | 0.0814344698886432 | 0.162868939777286 | 0.918565530111357 |
41 | 0.0672268854468626 | 0.134453770893725 | 0.932773114553137 |
42 | 0.0546088711437976 | 0.109217742287595 | 0.945391128856202 |
43 | 0.224896552479072 | 0.449793104958143 | 0.775103447520929 |
44 | 0.212851218433585 | 0.42570243686717 | 0.787148781566415 |
45 | 0.289817947782609 | 0.579635895565219 | 0.710182052217391 |
46 | 0.29798355532378 | 0.59596711064756 | 0.70201644467622 |
47 | 0.554032041200868 | 0.891935917598264 | 0.445967958799132 |
48 | 0.518646547324606 | 0.962706905350787 | 0.481353452675394 |
49 | 0.480029501143143 | 0.960059002286287 | 0.519970498856857 |
50 | 0.456573852452626 | 0.913147704905252 | 0.543426147547374 |
51 | 0.708329504292579 | 0.583340991414843 | 0.291670495707421 |
52 | 0.680298929529656 | 0.639402140940687 | 0.319701070470344 |
53 | 0.711430430591726 | 0.577139138816547 | 0.288569569408274 |
54 | 0.852354308054317 | 0.295291383891367 | 0.147645691945683 |
55 | 0.865435508639175 | 0.269128982721649 | 0.134564491360825 |
56 | 0.84534843314015 | 0.309303133719699 | 0.15465156685985 |
57 | 0.82745633799216 | 0.345087324015679 | 0.17254366200784 |
58 | 0.806949835519234 | 0.386100328961532 | 0.193050164480766 |
59 | 0.777611943542611 | 0.444776112914779 | 0.222388056457389 |
60 | 0.746565702489884 | 0.506868595020232 | 0.253434297510116 |
61 | 0.728920630043377 | 0.542158739913246 | 0.271079369956623 |
62 | 0.806444440240494 | 0.387111119519012 | 0.193555559759506 |
63 | 0.999999667628195 | 6.64743610213841e-07 | 3.32371805106921e-07 |
64 | 0.999999461478505 | 1.07704298962011e-06 | 5.38521494810056e-07 |
65 | 0.999999988349525 | 2.3300950826744e-08 | 1.1650475413372e-08 |
66 | 0.999999997751001 | 4.49799844499386e-09 | 2.24899922249693e-09 |
67 | 0.999999996455987 | 7.08802667781693e-09 | 3.54401333890847e-09 |
68 | 0.999999998126701 | 3.74659834700793e-09 | 1.87329917350397e-09 |
69 | 0.999999997565745 | 4.86850943044746e-09 | 2.43425471522373e-09 |
70 | 0.999999997022751 | 5.95449792525448e-09 | 2.97724896262724e-09 |
71 | 0.999999994833375 | 1.03332508835668e-08 | 5.16662544178338e-09 |
72 | 0.999999996235489 | 7.5290225123626e-09 | 3.7645112561813e-09 |
73 | 0.999999995493095 | 9.01381065580378e-09 | 4.50690532790189e-09 |
74 | 0.99999999362003 | 1.27599396470054e-08 | 6.3799698235027e-09 |
75 | 0.999999996973525 | 6.05294966375912e-09 | 3.02647483187956e-09 |
76 | 0.999999994971799 | 1.00564027944554e-08 | 5.02820139722769e-09 |
77 | 0.999999992211116 | 1.55777673117878e-08 | 7.78888365589392e-09 |
78 | 0.999999989293953 | 2.1412093536388e-08 | 1.0706046768194e-08 |
79 | 0.99999998932711 | 2.13457807070846e-08 | 1.06728903535423e-08 |
80 | 0.999999983872898 | 3.22542046118564e-08 | 1.61271023059282e-08 |
81 | 0.999999991343181 | 1.73136375048131e-08 | 8.65681875240653e-09 |
82 | 0.999999986203032 | 2.75939367825196e-08 | 1.37969683912598e-08 |
83 | 0.999999997507851 | 4.98429734249981e-09 | 2.49214867124991e-09 |
84 | 0.999999998349939 | 3.3001214486616e-09 | 1.6500607243308e-09 |
85 | 0.999999997746313 | 4.50737316145116e-09 | 2.25368658072558e-09 |
86 | 0.999999996667538 | 6.66492319210478e-09 | 3.33246159605239e-09 |
87 | 0.999999995604938 | 8.79012383540951e-09 | 4.39506191770475e-09 |
88 | 0.999999992742031 | 1.45159371121947e-08 | 7.25796855609733e-09 |
89 | 0.999999993414471 | 1.31710584199874e-08 | 6.58552920999371e-09 |
90 | 0.999999998719291 | 2.56141879624474e-09 | 1.28070939812237e-09 |
91 | 0.999999998635444 | 2.72911211135959e-09 | 1.3645560556798e-09 |
92 | 0.999999999327447 | 1.34510510976844e-09 | 6.72552554884222e-10 |
93 | 0.999999999375686 | 1.24862793934581e-09 | 6.24313969672905e-10 |
94 | 0.999999998980301 | 2.03939798447905e-09 | 1.01969899223952e-09 |
95 | 0.999999998590074 | 2.8198526454669e-09 | 1.40992632273345e-09 |
96 | 0.999999997603507 | 4.79298597327587e-09 | 2.39649298663794e-09 |
97 | 0.999999996342785 | 7.31443019042037e-09 | 3.65721509521019e-09 |
98 | 0.999999995455072 | 9.08985649152663e-09 | 4.54492824576332e-09 |
99 | 0.999999993085748 | 1.38285041868804e-08 | 6.91425209344019e-09 |
100 | 0.999999989692488 | 2.06150234556892e-08 | 1.03075117278446e-08 |
101 | 0.999999986031879 | 2.79362421193696e-08 | 1.39681210596848e-08 |
102 | 0.999999979373895 | 4.1252209879837e-08 | 2.06261049399185e-08 |
103 | 0.999999979425396 | 4.11492087055991e-08 | 2.05746043527996e-08 |
104 | 0.999999967081521 | 6.58369583653998e-08 | 3.29184791826999e-08 |
105 | 0.999999950326872 | 9.93462556294061e-08 | 4.9673127814703e-08 |
106 | 0.999999935246972 | 1.29506056005135e-07 | 6.47530280025677e-08 |
107 | 0.999999956313908 | 8.73721837048519e-08 | 4.3686091852426e-08 |
108 | 0.999999967842848 | 6.43143042737911e-08 | 3.21571521368955e-08 |
109 | 0.99999995979202 | 8.04159599391793e-08 | 4.02079799695896e-08 |
110 | 0.999999936904099 | 1.26191801017848e-07 | 6.30959005089239e-08 |
111 | 0.99999990694412 | 1.86111760271764e-07 | 9.3055880135882e-08 |
112 | 0.999999854315482 | 2.91369035741136e-07 | 1.45684517870568e-07 |
113 | 0.999999797031312 | 4.05937375419567e-07 | 2.02968687709784e-07 |
114 | 0.999999737808819 | 5.24382361147321e-07 | 2.62191180573661e-07 |
115 | 0.999999644077048 | 7.11845903834372e-07 | 3.55922951917186e-07 |
116 | 0.999999895015272 | 2.09969456693128e-07 | 1.04984728346564e-07 |
117 | 0.999999868562316 | 2.62875367637041e-07 | 1.31437683818521e-07 |
118 | 0.999999870770243 | 2.5845951451815e-07 | 1.29229757259075e-07 |
119 | 0.999999799705157 | 4.00589686972363e-07 | 2.00294843486181e-07 |
120 | 0.999999841122226 | 3.17755547821338e-07 | 1.58877773910669e-07 |
121 | 0.999999825582549 | 3.48834902963113e-07 | 1.74417451481557e-07 |
122 | 0.999999733076093 | 5.33847813042943e-07 | 2.66923906521472e-07 |
123 | 0.999999835832089 | 3.28335822142774e-07 | 1.64167911071387e-07 |
124 | 0.999999753041808 | 4.93916384967697e-07 | 2.46958192483849e-07 |
125 | 0.999999629205679 | 7.41588641997927e-07 | 3.70794320998963e-07 |
126 | 0.999999456122727 | 1.08775454601926e-06 | 5.43877273009629e-07 |
127 | 0.999999180501279 | 1.63899744161327e-06 | 8.19498720806636e-07 |
128 | 0.999999509368084 | 9.81263832378745e-07 | 4.90631916189372e-07 |
129 | 0.999999348815567 | 1.30236886687558e-06 | 6.5118443343779e-07 |
130 | 0.999999110556406 | 1.77888718730132e-06 | 8.89443593650661e-07 |
131 | 0.99999872165121 | 2.55669757989553e-06 | 1.27834878994777e-06 |
132 | 0.99999821033596 | 3.57932808025449e-06 | 1.78966404012724e-06 |
133 | 0.999997767140254 | 4.4657194921956e-06 | 2.2328597460978e-06 |
134 | 0.999999155229605 | 1.68954079051236e-06 | 8.44770395256181e-07 |
135 | 0.999999435262608 | 1.12947478405205e-06 | 5.64737392026024e-07 |
136 | 0.999999683098042 | 6.33803916849816e-07 | 3.16901958424908e-07 |
137 | 0.999999550788452 | 8.98423095992376e-07 | 4.49211547996188e-07 |
138 | 0.999999572656482 | 8.54687036138613e-07 | 4.27343518069306e-07 |
139 | 0.999999342820948 | 1.31435810314801e-06 | 6.57179051574004e-07 |
140 | 0.999999360048189 | 1.27990362145669e-06 | 6.39951810728345e-07 |
141 | 0.999999025720767 | 1.94855846589227e-06 | 9.74279232946137e-07 |
142 | 0.999999367978272 | 1.26404345651018e-06 | 6.32021728255088e-07 |
143 | 0.999999061387691 | 1.87722461780497e-06 | 9.38612308902487e-07 |
144 | 0.999998912938586 | 2.17412282872928e-06 | 1.08706141436464e-06 |
145 | 0.999998350870011 | 3.29825997884579e-06 | 1.6491299894229e-06 |
146 | 0.999999049017075 | 1.90196584995813e-06 | 9.50982924979067e-07 |
147 | 0.999998546346697 | 2.90730660517188e-06 | 1.45365330258594e-06 |
148 | 0.999997979784665 | 4.04043067012884e-06 | 2.02021533506442e-06 |
149 | 0.99999844948194 | 3.10103611953663e-06 | 1.55051805976831e-06 |
150 | 0.99999772355571 | 4.55288858050372e-06 | 2.27644429025186e-06 |
151 | 0.999997866064197 | 4.26787160582085e-06 | 2.13393580291043e-06 |
152 | 0.999997670255965 | 4.65948806958707e-06 | 2.32974403479353e-06 |
153 | 0.999997160207178 | 5.67958564452289e-06 | 2.83979282226145e-06 |
154 | 0.999999776207467 | 4.4758506582877e-07 | 2.23792532914385e-07 |
155 | 0.999999704648717 | 5.90702566418977e-07 | 2.95351283209489e-07 |
156 | 0.999999548265861 | 9.03468278419711e-07 | 4.51734139209856e-07 |
157 | 0.999999799462382 | 4.0107523677563e-07 | 2.00537618387815e-07 |
158 | 0.999999718845104 | 5.6230979128125e-07 | 2.81154895640625e-07 |
159 | 0.999999659751219 | 6.80497562813725e-07 | 3.40248781406863e-07 |
160 | 0.999999619121603 | 7.6175679447975e-07 | 3.80878397239875e-07 |
161 | 0.999999687818485 | 6.24363029470995e-07 | 3.12181514735498e-07 |
162 | 0.999999518740387 | 9.62519225607163e-07 | 4.81259612803582e-07 |
163 | 0.999999434639914 | 1.13072017151138e-06 | 5.65360085755689e-07 |
164 | 0.999999917342287 | 1.65315425474033e-07 | 8.26577127370165e-08 |
165 | 0.999999903033388 | 1.93933224750908e-07 | 9.69666123754542e-08 |
166 | 0.999999904538386 | 1.90923226993436e-07 | 9.54616134967179e-08 |
167 | 0.999999880139458 | 2.39721083946262e-07 | 1.19860541973131e-07 |
168 | 0.99999981350482 | 3.7299035943814e-07 | 1.8649517971907e-07 |
169 | 0.999999749816507 | 5.00366986491698e-07 | 2.50183493245849e-07 |
170 | 0.99999968964806 | 6.20703879946556e-07 | 3.10351939973278e-07 |
171 | 0.999999830091473 | 3.39817053414505e-07 | 1.69908526707252e-07 |
172 | 0.999999851350277 | 2.97299445560683e-07 | 1.48649722780342e-07 |
173 | 0.999999788254805 | 4.23490390532712e-07 | 2.11745195266356e-07 |
174 | 0.999999702620987 | 5.94758026806232e-07 | 2.97379013403116e-07 |
175 | 0.99999974438487 | 5.11230260101501e-07 | 2.55615130050751e-07 |
176 | 0.999999842472721 | 3.15054557110719e-07 | 1.57527278555359e-07 |
177 | 0.999999962145415 | 7.57091691891891e-08 | 3.78545845945945e-08 |
178 | 0.999999938411655 | 1.23176690579091e-07 | 6.15883452895454e-08 |
179 | 0.999999953777264 | 9.24454723376498e-08 | 4.62227361688249e-08 |
180 | 0.999999923972702 | 1.52054596061325e-07 | 7.60272980306627e-08 |
181 | 0.999999909926217 | 1.80147566693786e-07 | 9.00737833468929e-08 |
182 | 0.999999897872706 | 2.0425458814924e-07 | 1.0212729407462e-07 |
183 | 0.99999984418653 | 3.11626940378379e-07 | 1.5581347018919e-07 |
184 | 0.999999879432162 | 2.41135676658832e-07 | 1.20567838329416e-07 |
185 | 0.999999970766602 | 5.8466795650629e-08 | 2.92333978253145e-08 |
186 | 0.999999954025875 | 9.19482494034564e-08 | 4.59741247017282e-08 |
187 | 0.999999974961353 | 5.00772930992523e-08 | 2.50386465496261e-08 |
188 | 0.999999961264118 | 7.74717646622199e-08 | 3.87358823311099e-08 |
189 | 0.99999994404243 | 1.1191514029486e-07 | 5.59575701474302e-08 |
190 | 0.999999915472825 | 1.69054350999607e-07 | 8.45271754998033e-08 |
191 | 0.999999868612686 | 2.62774628883544e-07 | 1.31387314441772e-07 |
192 | 0.999999852300437 | 2.95399125549704e-07 | 1.47699562774852e-07 |
193 | 0.999999845718766 | 3.08562468482042e-07 | 1.54281234241021e-07 |
194 | 0.999999988911598 | 2.21768037528626e-08 | 1.10884018764313e-08 |
195 | 0.999999983319296 | 3.33614077239586e-08 | 1.66807038619793e-08 |
196 | 0.999999972435534 | 5.51289323463837e-08 | 2.75644661731918e-08 |
197 | 0.999999965709227 | 6.85815455315515e-08 | 3.42907727657758e-08 |
198 | 0.999999957937091 | 8.41258177004017e-08 | 4.20629088502009e-08 |
199 | 0.999999970278352 | 5.94432969454693e-08 | 2.97216484727346e-08 |
200 | 0.999999971286441 | 5.74271171279632e-08 | 2.87135585639816e-08 |
201 | 0.999999950451554 | 9.90968924559342e-08 | 4.95484462279671e-08 |
202 | 0.999999927310528 | 1.45378944081242e-07 | 7.26894720406209e-08 |
203 | 0.999999873295433 | 2.53409134400101e-07 | 1.2670456720005e-07 |
204 | 0.999999801591882 | 3.96816235171028e-07 | 1.98408117585514e-07 |
205 | 0.999999710088133 | 5.79823734009846e-07 | 2.89911867004923e-07 |
206 | 0.999999516677985 | 9.66644029984927e-07 | 4.83322014992463e-07 |
207 | 0.999999536415688 | 9.27168623894448e-07 | 4.63584311947224e-07 |
208 | 0.999999755389274 | 4.89221451224803e-07 | 2.44610725612401e-07 |
209 | 0.99999968039645 | 6.39207099221534e-07 | 3.19603549610767e-07 |
210 | 0.999999763135295 | 4.73729409410908e-07 | 2.36864704705454e-07 |
211 | 0.999999664869692 | 6.70260615844261e-07 | 3.35130307922131e-07 |
212 | 0.999999585342462 | 8.29315075390173e-07 | 4.14657537695086e-07 |
213 | 0.999999290606726 | 1.41878654848318e-06 | 7.09393274241591e-07 |
214 | 0.999999032371066 | 1.93525786775665e-06 | 9.67628933878323e-07 |
215 | 0.999998415102496 | 3.16979500890366e-06 | 1.58489750445183e-06 |
216 | 0.999997319917016 | 5.36016596713757e-06 | 2.68008298356878e-06 |
217 | 0.999995647114888 | 8.70577022378398e-06 | 4.35288511189199e-06 |
218 | 0.999992739519307 | 1.452096138686e-05 | 7.26048069343e-06 |
219 | 0.99998814648694 | 2.37070261191048e-05 | 1.18535130595524e-05 |
220 | 0.999983657324868 | 3.26853502645407e-05 | 1.63426751322703e-05 |
221 | 0.999974776261873 | 5.04474762541338e-05 | 2.52237381270669e-05 |
222 | 0.999997186787138 | 5.62642572429643e-06 | 2.81321286214821e-06 |
223 | 0.99999830409088 | 3.39181824067861e-06 | 1.69590912033931e-06 |
224 | 0.999997035341409 | 5.92931718262808e-06 | 2.96465859131404e-06 |
225 | 0.99999562118898 | 8.7576220393352e-06 | 4.3788110196676e-06 |
226 | 0.999994921702457 | 1.01565950861691e-05 | 5.07829754308456e-06 |
227 | 0.999991362653104 | 1.72746937913489e-05 | 8.63734689567445e-06 |
228 | 0.999991173604474 | 1.76527910520665e-05 | 8.82639552603326e-06 |
229 | 0.999990950254819 | 1.80994903627112e-05 | 9.04974518135558e-06 |
230 | 0.999996118727475 | 7.76254505089098e-06 | 3.88127252544549e-06 |
231 | 0.999994676090334 | 1.06478193322059e-05 | 5.32390966610297e-06 |
232 | 0.999996475547349 | 7.04890530236962e-06 | 3.52445265118481e-06 |
233 | 0.999994624393036 | 1.07512139276697e-05 | 5.37560696383483e-06 |
234 | 0.99999054199953 | 1.89160009392301e-05 | 9.45800046961506e-06 |
235 | 0.999986724679215 | 2.65506415698459e-05 | 1.32753207849229e-05 |
236 | 0.999977087209496 | 4.58255810081011e-05 | 2.29127905040506e-05 |
237 | 0.999973942547258 | 5.211490548433e-05 | 2.6057452742165e-05 |
238 | 0.99995544779704 | 8.91044059198404e-05 | 4.45522029599202e-05 |
239 | 0.999923645946167 | 0.000152708107665087 | 7.63540538325433e-05 |
240 | 0.999888728369485 | 0.000222543261030595 | 0.000111271630515298 |
241 | 0.99981747244333 | 0.000365055113340866 | 0.000182527556670433 |
242 | 0.999996201704701 | 7.59659059771353e-06 | 3.79829529885677e-06 |
243 | 0.999993558644963 | 1.28827100732322e-05 | 6.44135503661611e-06 |
244 | 0.99998933950879 | 2.13209824208267e-05 | 1.06604912104134e-05 |
245 | 0.999981713033145 | 3.65739337103037e-05 | 1.82869668551519e-05 |
246 | 0.999974739821195 | 5.05203576106088e-05 | 2.52601788053044e-05 |
247 | 0.999996655481337 | 6.68903732558451e-06 | 3.34451866279225e-06 |
248 | 0.999994698636362 | 1.06027272759127e-05 | 5.30136363795634e-06 |
249 | 0.999989218428241 | 2.15631435177383e-05 | 1.07815717588692e-05 |
250 | 0.999983843166024 | 3.23136679526965e-05 | 1.61568339763482e-05 |
251 | 0.999975774616515 | 4.8450766969276e-05 | 2.4225383484638e-05 |
252 | 0.999951929375237 | 9.61412495254572e-05 | 4.80706247627286e-05 |
253 | 0.999911250084098 | 0.000177499831803678 | 8.87499159018391e-05 |
254 | 0.999863907278447 | 0.000272185443106538 | 0.000136092721553269 |
255 | 0.999836421283328 | 0.000327157433344285 | 0.000163578716672143 |
256 | 0.999756938194668 | 0.000486123610663735 | 0.000243061805331867 |
257 | 0.999602229830088 | 0.0007955403398232 | 0.0003977701699116 |
258 | 0.999265943940122 | 0.00146811211975589 | 0.000734056059877945 |
259 | 0.998645534356354 | 0.00270893128729292 | 0.00135446564364646 |
260 | 0.997578740071495 | 0.00484251985700954 | 0.00242125992850477 |
261 | 0.996801545941206 | 0.00639690811758744 | 0.00319845405879372 |
262 | 0.995765502453739 | 0.00846899509252257 | 0.00423449754626128 |
263 | 0.992760783069722 | 0.0144784338605567 | 0.00723921693027837 |
264 | 0.987520353414258 | 0.0249592931714844 | 0.0124796465857422 |
265 | 0.981996138499012 | 0.0360077230019756 | 0.0180038615009878 |
266 | 0.97027450065243 | 0.0594509986951395 | 0.0297254993475698 |
267 | 0.956730461296624 | 0.0865390774067517 | 0.0432695387033759 |
268 | 0.949386538025517 | 0.101226923948967 | 0.0506134619744834 |
269 | 0.924050551641683 | 0.151898896716635 | 0.0759494483583173 |
270 | 0.940137126053975 | 0.11972574789205 | 0.0598628739460252 |
271 | 0.982846191361542 | 0.0343076172769166 | 0.0171538086384583 |
272 | 0.978634492716625 | 0.0427310145667497 | 0.0213655072833749 |
273 | 0.966899667716122 | 0.0662006645677556 | 0.0331003322838778 |
274 | 0.964199311144161 | 0.0716013777116789 | 0.0358006888558394 |
275 | 0.953469388789077 | 0.0930612224218459 | 0.046530611210923 |
276 | 0.917025779947557 | 0.165948440104886 | 0.0829742200524432 |
277 | 0.872780560544642 | 0.254438878910716 | 0.127219439455358 |
278 | 0.793231028282174 | 0.413537943435652 | 0.206768971717826 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 200 | 0.746268656716418 | NOK |
5% type I error level | 206 | 0.76865671641791 | NOK |
10% type I error level | 212 | 0.791044776119403 | NOK |