Multiple Linear Regression - Estimated Regression Equation |
pageviews[t] = + 119.488135968163 + 0.00126419468500798time_in_rfc[t] + 1.84972448377853compendium_views_info[t] + 1.61173552015895compendium_views_pr[t] + 1.21710330194045blogged_computations[t] -4.98749331830443compendiums_reviewed[t] + 1.86445362161559feedback_messages_p1[t] -0.0199941559638293feedback_messages_p120[t] + 0.00020813447278443totsize[t] -0.000557975938118171totseconds[t] + 0.264854303986585tothyperlinks[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) | 119.488135968163 | 28.144187 | 4.2456 | 3e-05 | 1.5e-05 |
time_in_rfc | 0.00126419468500798 | 0.000483 | 2.6161 | 0.00938 | 0.00469 |
compendium_views_info | 1.84972448377853 | 0.095596 | 19.3494 | 0 | 0 |
compendium_views_pr | 1.61173552015895 | 0.251317 | 6.4131 | 0 | 0 |
blogged_computations | 1.21710330194045 | 0.720391 | 1.6895 | 0.092244 | 0.046122 |
compendiums_reviewed | -4.98749331830443 | 5.725827 | -0.8711 | 0.384477 | 0.192239 |
feedback_messages_p1 | 1.86445362161559 | 1.741088 | 1.0709 | 0.285163 | 0.142582 |
feedback_messages_p120 | -0.0199941559638293 | 0.84465 | -0.0237 | 0.981132 | 0.490566 |
totsize | 0.00020813447278443 | 0.000513 | 0.4061 | 0.684997 | 0.342499 |
totseconds | -0.000557975938118171 | 0.000682 | -0.818 | 0.414051 | 0.207025 |
tothyperlinks | 0.264854303986585 | 0.557469 | 0.4751 | 0.635088 | 0.317544 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.971022305669078 |
R-squared | 0.942884318106893 |
Adjusted R-squared | 0.940829797175486 |
F-TEST (value) | 458.931473363622 |
F-TEST (DF numerator) | 10 |
F-TEST (DF denominator) | 278 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 179.079179468154 |
Sum Squared Residuals | 8915280.00027847 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1418 | 1388.1031991326 | 29.896800867401 |
2 | 869 | 1032.59692547568 | -163.596925475676 |
3 | 1530 | 1606.25268654861 | -76.2526865486148 |
4 | 2172 | 2535.10568714881 | -363.105687148812 |
5 | 901 | 894.719036348332 | 6.28096365166763 |
6 | 463 | 568.394490475832 | -105.394490475832 |
7 | 3201 | 3752.79617950305 | -551.796179503046 |
8 | 371 | 472.125935415036 | -101.125935415036 |
9 | 1192 | 1125.79421634695 | 66.2057836530541 |
10 | 1583 | 1727.96806083354 | -144.968060833542 |
11 | 1439 | 1482.63991998254 | -43.6399199825354 |
12 | 1764 | 1882.05314829765 | -118.053148297651 |
13 | 1495 | 1463.7826833315 | 31.2173166684977 |
14 | 1373 | 1424.28301505198 | -51.2830150519819 |
15 | 2187 | 2408.80806034091 | -221.808060340913 |
16 | 1491 | 1452.43627808219 | 38.563721917812 |
17 | 4041 | 3625.2345112898 | 415.765488710202 |
18 | 1706 | 1793.06096291458 | -87.0609629145827 |
19 | 2152 | 2276.05592382799 | -124.055923827991 |
20 | 1036 | 1206.74778310144 | -170.74778310144 |
21 | 1882 | 1717.38573448135 | 164.614265518654 |
22 | 1929 | 1888.83581857982 | 40.1641814201771 |
23 | 2242 | 2595.8940310278 | -353.894031027799 |
24 | 1220 | 1218.72619424102 | 1.27380575897852 |
25 | 1289 | 1326.73155457878 | -37.7315545787848 |
26 | 2515 | 2562.20884832945 | -47.2088483294511 |
27 | 2147 | 2061.1696723568 | 85.8303276432029 |
28 | 2352 | 2322.74560410938 | 29.2543958906228 |
29 | 1638 | 1600.32943045105 | 37.6705695489515 |
30 | 1222 | 1314.88673947229 | -92.8867394722902 |
31 | 1812 | 1988.06937912182 | -176.069379121818 |
32 | 1677 | 1801.13642302971 | -124.13642302971 |
33 | 1579 | 1574.55669569882 | 4.44330430117851 |
34 | 1731 | 1872.40785121596 | -141.407851215956 |
35 | 807 | 878.279277997559 | -71.2792779975585 |
36 | 2452 | 2593.18157533444 | -141.181575334443 |
37 | 829 | 799.536126820768 | 29.4638731792318 |
38 | 1940 | 2147.22088664851 | -207.220886648512 |
39 | 2662 | 2493.3809583594 | 168.619041640601 |
40 | 186 | 258.872286182579 | -72.872286182579 |
41 | 1499 | 1482.47337668473 | 16.5266233152741 |
42 | 865 | 826.62433277883 | 38.3756672211699 |
43 | 1793 | 1445.74927460233 | 347.250725397673 |
44 | 2527 | 2390.1685030573 | 136.831496942697 |
45 | 2747 | 3024.67037259401 | -277.670372594009 |
46 | 1324 | 1531.64239921245 | -207.642399212448 |
47 | 2702 | 2313.3991648444 | 388.600835155595 |
48 | 1383 | 1502.97281924283 | -119.972819242831 |
49 | 1179 | 1085.57067096412 | 93.4293290358818 |
50 | 2099 | 2025.21576177085 | 73.7842382291509 |
51 | 4308 | 4902.68330623355 | -594.683306233554 |
52 | 918 | 948.267768930545 | -30.2677689305445 |
53 | 1831 | 1677.90219782078 | 153.097802179217 |
54 | 3373 | 3020.85593985663 | 352.144060143365 |
55 | 1713 | 1926.41915731277 | -213.419157312771 |
56 | 1438 | 1362.05404283686 | 75.9459571631446 |
57 | 496 | 592.256862734214 | -96.2568627342142 |
58 | 2253 | 2207.42041864042 | 45.5795813595758 |
59 | 744 | 765.033387949247 | -21.0333879492465 |
60 | 1161 | 1253.01013078938 | -92.0101307893821 |
61 | 2352 | 2314.94298380413 | 37.0570161958694 |
62 | 2144 | 1782.38300307843 | 361.616996921572 |
63 | 4691 | 3346.98466439812 | 1344.01533560188 |
64 | 1112 | 1108.80580490909 | 3.19419509091225 |
65 | 2694 | 2371.49211465827 | 322.507885341734 |
66 | 1973 | 2192.15798210883 | -219.157982108828 |
67 | 1769 | 1854.14415186871 | -85.1441518687133 |
68 | 3148 | 2778.15154094227 | 369.848459057726 |
69 | 2474 | 2472.86887102642 | 1.13112897358265 |
70 | 2084 | 2166.33865043742 | -82.3386504374177 |
71 | 1954 | 1885.67910409932 | 68.3208959006792 |
72 | 1226 | 1464.92124371391 | -238.921243713906 |
73 | 1389 | 1245.29561492449 | 143.704385075506 |
74 | 1496 | 1380.3241441555 | 115.6758558445 |
75 | 2269 | 1948.80348157562 | 320.19651842438 |
76 | 1833 | 1947.45165760526 | -114.451657605256 |
77 | 1268 | 1387.75341420712 | -119.753414207124 |
78 | 1943 | 1820.69238896325 | 122.307611036751 |
79 | 893 | 1060.58830894004 | -167.588308940039 |
80 | 1762 | 1666.14613907353 | 95.8538609264668 |
81 | 1403 | 1738.15826959897 | -335.158269598972 |
82 | 1425 | 1486.01667857291 | -61.016678572907 |
83 | 1857 | 2303.5506058104 | -446.550605810403 |
84 | 1840 | 2021.06369353709 | -181.063693537091 |
85 | 1502 | 1356.26484419865 | 145.735155801351 |
86 | 1441 | 1385.65521071142 | 55.3447892885823 |
87 | 1420 | 1538.838763522 | -118.838763522004 |
88 | 1416 | 1387.96006400498 | 28.0399359950161 |
89 | 2970 | 2784.66612502748 | 185.333874972515 |
90 | 1317 | 1620.66557524738 | -303.665575247379 |
91 | 1644 | 1404.49524074196 | 239.504759258044 |
92 | 870 | 1147.80566379634 | -277.805663796339 |
93 | 1654 | 1923.32680846311 | -269.326808463112 |
94 | 1054 | 1068.67504960173 | -14.6750496017344 |
95 | 937 | 865.118119126538 | 71.8818808734624 |
96 | 3004 | 3162.09954777347 | -158.099547773466 |
97 | 2008 | 1987.34408276775 | 20.6559172322532 |
98 | 2547 | 2348.49764260745 | 198.502357392546 |
99 | 1885 | 1789.20390676906 | 95.7960932309442 |
100 | 1626 | 1628.67603829445 | -2.67603829444538 |
101 | 1468 | 1369.69163327523 | 98.3083667247693 |
102 | 2445 | 2382.14552881858 | 62.8544711814166 |
103 | 1964 | 2178.80666435447 | -214.806664354472 |
104 | 1381 | 1461.21857558871 | -80.2185755887083 |
105 | 1369 | 1461.35235205483 | -92.3523520548293 |
106 | 1659 | 1827.0151344334 | -168.015134433396 |
107 | 2888 | 2565.56426151608 | 322.435738483924 |
108 | 1290 | 1074.1293491618 | 215.870650838196 |
109 | 2845 | 2931.98525529454 | -86.9852552945432 |
110 | 1982 | 1921.08338948718 | 60.9166105128214 |
111 | 1904 | 2032.33400893048 | -128.334008930482 |
112 | 1391 | 1346.44424089143 | 44.5557591085703 |
113 | 602 | 702.64422563841 | -100.64422563841 |
114 | 1743 | 1648.43342218756 | 94.5665778124351 |
115 | 1559 | 1628.82907444243 | -69.8290744424251 |
116 | 2014 | 2353.99754357073 | -339.997543570727 |
117 | 2143 | 2243.89651931007 | -100.896519310067 |
118 | 2146 | 1984.31969475554 | 161.680305244456 |
119 | 874 | 858.866090145731 | 15.133909854269 |
120 | 1590 | 1438.61960435841 | 151.38039564159 |
121 | 1590 | 1454.60414539414 | 135.395854605861 |
122 | 1210 | 1156.10458238158 | 53.8954176184155 |
123 | 2072 | 1988.3472199388 | 83.6527800612031 |
124 | 1281 | 1285.61720773058 | -4.61720773057959 |
125 | 1401 | 1435.64379997836 | -34.6437999783619 |
126 | 834 | 776.181443974379 | 57.8185560256206 |
127 | 1105 | 1093.44428030768 | 11.5557196923186 |
128 | 1272 | 1084.16884763681 | 187.83115236319 |
129 | 1944 | 1884.19248637552 | 59.8075136244824 |
130 | 391 | 457.364531094698 | -66.364531094698 |
131 | 761 | 687.041177095572 | 73.9588229044276 |
132 | 1605 | 1642.45162665738 | -37.4516266573817 |
133 | 530 | 625.037331334917 | -95.0373313349171 |
134 | 1988 | 1680.60170244944 | 307.398297550556 |
135 | 1386 | 1371.30828574592 | 14.6917142540788 |
136 | 2395 | 2566.73710929052 | -171.737109290518 |
137 | 387 | 421.798605274025 | -34.798605274025 |
138 | 1742 | 1870.16782122722 | -128.167821227222 |
139 | 620 | 590.414401476669 | 29.5855985233309 |
140 | 449 | 598.971102634772 | -149.971102634772 |
141 | 800 | 785.905360814607 | 14.0946391853934 |
142 | 1684 | 1444.38269802453 | 239.617301975473 |
143 | 1050 | 1159.9817768 | -109.9817768 |
144 | 2699 | 2592.06619548056 | 106.933804519442 |
145 | 1606 | 1606.48353932014 | -0.483539320141999 |
146 | 1502 | 1306.1114313337 | 195.888568666296 |
147 | 1204 | 1243.07247206379 | -39.0724720637913 |
148 | 1138 | 1159.89171677118 | -21.891716771185 |
149 | 568 | 789.887808076007 | -221.887808076007 |
150 | 1459 | 1540.62438677629 | -81.6243867762886 |
151 | 2158 | 2330.80696037357 | -172.806960373569 |
152 | 1111 | 1280.70003192548 | -169.700031925481 |
153 | 1421 | 1242.26902762257 | 178.730972377429 |
154 | 2833 | 3270.38503520491 | -437.385035204909 |
155 | 1955 | 2089.74980469727 | -134.749804697271 |
156 | 2922 | 2848.20785721593 | 73.792142784072 |
157 | 1002 | 1240.21965336971 | -238.219653369713 |
158 | 1060 | 1260.8844159763 | -200.8844159763 |
159 | 956 | 1027.64254670121 | -71.6425467012103 |
160 | 2186 | 2089.20960031684 | 96.7903996831646 |
161 | 3604 | 3321.40077154873 | 282.599228451274 |
162 | 1035 | 1098.76403275611 | -63.7640327561142 |
163 | 1417 | 1305.96981016769 | 111.030189832315 |
164 | 3261 | 3529.01760679409 | -268.017606794094 |
165 | 1587 | 1597.73902051197 | -10.7390205119744 |
166 | 1424 | 1536.39500894761 | -112.395008947611 |
167 | 1701 | 1799.90997585677 | -98.9099758567658 |
168 | 1249 | 1306.05457772039 | -57.0545777203949 |
169 | 946 | 844.55603796716 | 101.44396203284 |
170 | 1926 | 1806.59542902849 | 119.40457097151 |
171 | 3352 | 3351.5493227756 | 0.450677224400944 |
172 | 1641 | 1696.53247389422 | -55.5324738942234 |
173 | 2035 | 1819.36130402148 | 215.638695978521 |
174 | 2312 | 2123.74582129102 | 188.254178708976 |
175 | 1369 | 1549.17957373471 | -180.179573734714 |
176 | 1577 | 1690.55204822717 | -113.552048227169 |
177 | 2201 | 2195.59125678999 | 5.40874321001096 |
178 | 961 | 985.849937632366 | -24.8499376323656 |
179 | 1900 | 1843.28521625847 | 56.7147837415271 |
180 | 1254 | 1305.97627456492 | -51.9762745649167 |
181 | 1335 | 1170.32655726332 | 164.673442736681 |
182 | 1597 | 1410.90202385361 | 186.097976146391 |
183 | 207 | 298.291904644157 | -91.2919046441573 |
184 | 1645 | 1569.85477620423 | 75.1452237957653 |
185 | 2429 | 2323.42278981712 | 105.577210182877 |
186 | 151 | 273.551099458596 | -122.551099458596 |
187 | 474 | 678.938567645032 | -204.938567645032 |
188 | 141 | 273.859523998242 | -132.859523998242 |
189 | 1639 | 1432.85695791005 | 206.14304208995 |
190 | 872 | 891.537708273589 | -19.5377082735889 |
191 | 1318 | 1275.93762771644 | 42.0623722835617 |
192 | 1018 | 1205.94692947961 | -187.946929479612 |
193 | 1383 | 1275.71797231129 | 107.282027688713 |
194 | 1314 | 1162.55761235084 | 151.442387649165 |
195 | 1335 | 1391.34364368852 | -56.3436436885156 |
196 | 1403 | 1326.47882731089 | 76.5211726891079 |
197 | 910 | 1032.36230799407 | -122.362307994072 |
198 | 616 | 716.165822921926 | -100.165822921926 |
199 | 1407 | 1428.53917262105 | -21.5391726210546 |
200 | 771 | 819.109306334625 | -48.1093063346255 |
201 | 766 | 700.521033592832 | 65.4789664071676 |
202 | 473 | 519.27031455387 | -46.2703145538704 |
203 | 1376 | 1400.14332042742 | -24.1433204274242 |
204 | 1232 | 1174.06399392677 | 57.936006073233 |
205 | 1521 | 1536.44406481006 | -15.4440648100649 |
206 | 572 | 598.456872397065 | -26.456872397065 |
207 | 1059 | 874.871051083828 | 184.128948916172 |
208 | 1544 | 1642.42745230539 | -98.4274523053923 |
209 | 1230 | 1216.42750987227 | 13.5724901277257 |
210 | 1206 | 1245.375950786 | -39.375950786001 |
211 | 1205 | 1084.68522565888 | 120.314774341119 |
212 | 1255 | 1048.99534737298 | 206.004652627024 |
213 | 613 | 668.239021808584 | -55.2390218085837 |
214 | 721 | 780.172110532508 | -59.1721105325081 |
215 | 1109 | 1027.62137189614 | 81.3786281038624 |
216 | 740 | 717.322812349435 | 22.6771876505652 |
217 | 1126 | 1099.99060230485 | 26.0093976951517 |
218 | 728 | 767.863383574442 | -39.8633835744422 |
219 | 689 | 737.014580863607 | -48.014580863607 |
220 | 592 | 679.961149598357 | -87.9611495983575 |
221 | 995 | 942.784341419697 | 52.215658580303 |
222 | 1613 | 1124.17825458173 | 488.821745418274 |
223 | 2048 | 1735.62287291642 | 312.377127083578 |
224 | 705 | 676.165494140449 | 28.834505859551 |
225 | 301 | 434.52494238248 | -133.52494238248 |
226 | 1803 | 1634.43961512424 | 168.560384875757 |
227 | 799 | 818.085873158278 | -19.085873158278 |
228 | 861 | 928.042586325817 | -67.0425863258169 |
229 | 1186 | 1012.66257757484 | 173.337422425157 |
230 | 1451 | 1169.77481501432 | 281.225184985676 |
231 | 628 | 587.04311445196 | 40.9568855480404 |
232 | 1161 | 969.480588036815 | 191.519411963185 |
233 | 1463 | 1313.41574167576 | 149.58425832424 |
234 | 742 | 754.881098217012 | -12.8810982170115 |
235 | 979 | 1028.77304663424 | -49.7730466342433 |
236 | 675 | 648.002492798173 | 26.9975072018275 |
237 | 1241 | 1270.1981413663 | -29.1981413663019 |
238 | 676 | 681.089758994893 | -5.08975899489329 |
239 | 1049 | 1106.28693376257 | -57.2869337625674 |
240 | 620 | 680.364328897652 | -60.364328897652 |
241 | 1081 | 1003.83787175021 | 77.1621282497868 |
242 | 1688 | 1166.09124787112 | 521.90875212888 |
243 | 736 | 677.025078431541 | 58.9749215684586 |
244 | 617 | 671.080150674913 | -54.080150674913 |
245 | 812 | 870.003431530504 | -58.0034315305038 |
246 | 1051 | 1078.25677854156 | -27.2567785415582 |
247 | 1656 | 1372.2248314044 | 283.775168595596 |
248 | 705 | 777.94769494992 | -72.9476949499201 |
249 | 945 | 1021.93131152042 | -76.9313115204165 |
250 | 554 | 644.639525892138 | -90.6395258921384 |
251 | 1597 | 1551.7267527001 | 45.2732472999025 |
252 | 982 | 1005.22625174648 | -23.2262517464801 |
253 | 222 | 305.780212111702 | -83.7802121117018 |
254 | 1212 | 1184.39832788376 | 27.6016721162396 |
255 | 1143 | 1206.36462173116 | -63.3646217311581 |
256 | 435 | 522.197969456535 | -87.1979694565349 |
257 | 532 | 564.093829401173 | -32.0938294011728 |
258 | 882 | 956.372286892582 | -74.3722868925818 |
259 | 608 | 591.761707034844 | 16.2382929651564 |
260 | 459 | 437.214668974366 | 21.7853310256336 |
261 | 578 | 627.278265443137 | -49.2782654431373 |
262 | 826 | 812.897773943314 | 13.1022260566858 |
263 | 509 | 457.513386714316 | 51.4866132856844 |
264 | 717 | 688.727952748777 | 28.2720472512233 |
265 | 637 | 673.169036973719 | -36.1690369737185 |
266 | 857 | 871.914303706849 | -14.9143037068489 |
267 | 830 | 847.825814259625 | -17.8258142596245 |
268 | 652 | 750.789611210475 | -98.7896112104746 |
269 | 707 | 848.160238584713 | -141.160238584713 |
270 | 954 | 997.045481203462 | -43.0454812034617 |
271 | 1461 | 1264.72203567154 | 196.277964328461 |
272 | 672 | 765.471141669808 | -93.4711416698078 |
273 | 778 | 825.927745055543 | -47.9277450555429 |
274 | 1141 | 1100.71780621163 | 40.2821937883713 |
275 | 680 | 634.819061477697 | 45.180938522303 |
276 | 1090 | 971.557231490933 | 118.442768509067 |
277 | 616 | 557.767716382292 | 58.2322836177081 |
278 | 285 | 329.164395010559 | -44.1643950105588 |
279 | 1145 | 1032.24863601852 | 112.751363981475 |
280 | 733 | 836.82826083226 | -103.82826083226 |
281 | 888 | 960.432529492343 | -72.4325294923426 |
282 | 849 | 879.222886123878 | -30.2228861238776 |
283 | 1182 | 1182.05604488659 | -0.0560448865887678 |
284 | 528 | 578.784935174209 | -50.7849351742087 |
285 | 642 | 740.977420858424 | -98.9774208584242 |
286 | 947 | 600.918156620261 | 346.081843379739 |
287 | 819 | 723.030005013179 | 95.9699949868212 |
288 | 757 | 673.179605948752 | 83.8203940512476 |
289 | 894 | 941.300081214005 | -47.3000812140052 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
14 | 0.110496570254835 | 0.220993140509671 | 0.889503429745165 |
15 | 0.141037540719329 | 0.282075081438657 | 0.858962459280671 |
16 | 0.127315716468879 | 0.254631432937757 | 0.872684283531121 |
17 | 0.367774274298085 | 0.735548548596171 | 0.632225725701915 |
18 | 0.559930304675267 | 0.880139390649466 | 0.440069695324733 |
19 | 0.532327152957349 | 0.935345694085303 | 0.467672847042651 |
20 | 0.548742088971732 | 0.902515822056537 | 0.451257911028268 |
21 | 0.536605057039688 | 0.926789885920625 | 0.463394942960312 |
22 | 0.451029064856848 | 0.902058129713696 | 0.548970935143152 |
23 | 0.40871362191334 | 0.817427243826679 | 0.59128637808666 |
24 | 0.327783519622107 | 0.655567039244215 | 0.672216480377893 |
25 | 0.314244263009942 | 0.628488526019885 | 0.685755736990058 |
26 | 0.258512672960647 | 0.517025345921293 | 0.741487327039353 |
27 | 0.269345773296115 | 0.53869154659223 | 0.730654226703885 |
28 | 0.283083105073703 | 0.566166210147406 | 0.716916894926297 |
29 | 0.271232748938378 | 0.542465497876756 | 0.728767251061622 |
30 | 0.220042443245204 | 0.440084886490409 | 0.779957556754796 |
31 | 0.330678862695596 | 0.661357725391192 | 0.669321137304404 |
32 | 0.299876474394809 | 0.599752948789619 | 0.700123525605191 |
33 | 0.292764923580584 | 0.585529847161167 | 0.707235076419416 |
34 | 0.310995104798225 | 0.621990209596451 | 0.689004895201775 |
35 | 0.285491777768123 | 0.570983555536245 | 0.714508222231877 |
36 | 0.245953489625869 | 0.491906979251738 | 0.754046510374131 |
37 | 0.217061662274214 | 0.434123324548427 | 0.782938337725786 |
38 | 0.215493178070628 | 0.430986356141257 | 0.784506821929372 |
39 | 0.283717177780696 | 0.567434355561392 | 0.716282822219304 |
40 | 0.23969774034186 | 0.479395480683719 | 0.76030225965814 |
41 | 0.201353087668145 | 0.40270617533629 | 0.798646912331855 |
42 | 0.181502545371957 | 0.363005090743914 | 0.818497454628043 |
43 | 0.333754343031325 | 0.66750868606265 | 0.666245656968675 |
44 | 0.3851527771798 | 0.770305554359599 | 0.6148472228202 |
45 | 0.383651582606453 | 0.767303165212907 | 0.616348417393547 |
46 | 0.392723829707021 | 0.785447659414043 | 0.607276170292979 |
47 | 0.567348827736059 | 0.865302344527882 | 0.432651172263941 |
48 | 0.522093240666242 | 0.955813518667517 | 0.477906759333758 |
49 | 0.483760222044914 | 0.967520444089828 | 0.516239777955086 |
50 | 0.509144041085594 | 0.981711917828812 | 0.490855958914406 |
51 | 0.728322064132491 | 0.543355871735017 | 0.271677935867509 |
52 | 0.693260981504785 | 0.613478036990431 | 0.306739018495215 |
53 | 0.675511668160713 | 0.648976663678573 | 0.324488331839287 |
54 | 0.880863960655071 | 0.238272078689858 | 0.119136039344929 |
55 | 0.900662836586257 | 0.198674326827485 | 0.0993371634137426 |
56 | 0.885719758250575 | 0.22856048349885 | 0.114280241749425 |
57 | 0.868484743611079 | 0.263030512777841 | 0.131515256388921 |
58 | 0.863969840158356 | 0.272060319683288 | 0.136030159841644 |
59 | 0.838928094120311 | 0.322143811759379 | 0.161071905879689 |
60 | 0.813852707253496 | 0.372294585493007 | 0.186147292746504 |
61 | 0.795152398996819 | 0.409695202006363 | 0.204847601003181 |
62 | 0.881136542295489 | 0.237726915409021 | 0.118863457704511 |
63 | 0.999999999900666 | 1.98668334532439e-10 | 9.93341672662193e-11 |
64 | 0.999999999814442 | 3.71115429096159e-10 | 1.85557714548079e-10 |
65 | 0.999999999903662 | 1.92675594816328e-10 | 9.6337797408164e-11 |
66 | 0.99999999993564 | 1.28719948663994e-10 | 6.4359974331997e-11 |
67 | 0.999999999891914 | 2.16171478821211e-10 | 1.08085739410605e-10 |
68 | 0.999999999979276 | 4.14473113754637e-11 | 2.07236556877319e-11 |
69 | 0.999999999964716 | 7.05677320815329e-11 | 3.52838660407665e-11 |
70 | 0.999999999939815 | 1.20370613749956e-10 | 6.0185306874978e-11 |
71 | 0.999999999898732 | 2.02536497918848e-10 | 1.01268248959424e-10 |
72 | 0.999999999928848 | 1.42304890003342e-10 | 7.11524450016712e-11 |
73 | 0.999999999915013 | 1.69973521018453e-10 | 8.49867605092263e-11 |
74 | 0.99999999987272 | 2.54560397767336e-10 | 1.27280198883668e-10 |
75 | 0.99999999996814 | 6.37192796080287e-11 | 3.18596398040143e-11 |
76 | 0.999999999954424 | 9.11510787607779e-11 | 4.55755393803889e-11 |
77 | 0.999999999932003 | 1.35994061260105e-10 | 6.79970306300526e-11 |
78 | 0.999999999913313 | 1.73373373537028e-10 | 8.66866867685141e-11 |
79 | 0.999999999887971 | 2.24058191389122e-10 | 1.12029095694561e-10 |
80 | 0.999999999837025 | 3.25949309265455e-10 | 1.62974654632728e-10 |
81 | 0.999999999953229 | 9.3541690065092e-11 | 4.6770845032546e-11 |
82 | 0.999999999916978 | 1.66044968586316e-10 | 8.3022484293158e-11 |
83 | 0.999999999994847 | 1.03065946362747e-11 | 5.15329731813737e-12 |
84 | 0.999999999994648 | 1.07037982714108e-11 | 5.35189913570542e-12 |
85 | 0.999999999992855 | 1.42893472642155e-11 | 7.14467363210773e-12 |
86 | 0.999999999988311 | 2.33781293108594e-11 | 1.16890646554297e-11 |
87 | 0.99999999998238 | 3.52396677077218e-11 | 1.76198338538609e-11 |
88 | 0.999999999968984 | 6.20327846278161e-11 | 3.1016392313908e-11 |
89 | 0.999999999972979 | 5.40418110483988e-11 | 2.70209055241994e-11 |
90 | 0.999999999989126 | 2.17489104744869e-11 | 1.08744552372434e-11 |
91 | 0.999999999994474 | 1.10523297629297e-11 | 5.52616488146485e-12 |
92 | 0.999999999997071 | 5.85735267507169e-12 | 2.92867633753584e-12 |
93 | 0.999999999998937 | 2.12702050536307e-12 | 1.06351025268153e-12 |
94 | 0.999999999997994 | 4.01093846193617e-12 | 2.00546923096809e-12 |
95 | 0.999999999996932 | 6.13693852373599e-12 | 3.06846926186799e-12 |
96 | 0.999999999998227 | 3.54627840145016e-12 | 1.77313920072508e-12 |
97 | 0.99999999999678 | 6.43913593836476e-12 | 3.21956796918238e-12 |
98 | 0.999999999997446 | 5.10840306886047e-12 | 2.55420153443023e-12 |
99 | 0.999999999996366 | 7.26788131477099e-12 | 3.6339406573855e-12 |
100 | 0.999999999993501 | 1.29986993365091e-11 | 6.49934966825457e-12 |
101 | 0.999999999990709 | 1.85816769098275e-11 | 9.29083845491374e-12 |
102 | 0.999999999984891 | 3.02184511944737e-11 | 1.51092255972368e-11 |
103 | 0.999999999990737 | 1.85252051314339e-11 | 9.26260256571695e-12 |
104 | 0.999999999984744 | 3.05121639504192e-11 | 1.52560819752096e-11 |
105 | 0.999999999976381 | 4.72373791861882e-11 | 2.36186895930941e-11 |
106 | 0.999999999975379 | 4.92425991231978e-11 | 2.46212995615989e-11 |
107 | 0.999999999995 | 1.00006360629611e-11 | 5.00031803148054e-12 |
108 | 0.999999999996843 | 6.31365827985928e-12 | 3.15682913992964e-12 |
109 | 0.999999999994888 | 1.02235354519326e-11 | 5.11176772596629e-12 |
110 | 0.999999999991812 | 1.63767550179275e-11 | 8.18837750896373e-12 |
111 | 0.999999999988972 | 2.20551081346587e-11 | 1.10275540673293e-11 |
112 | 0.999999999981234 | 3.75322866086036e-11 | 1.87661433043018e-11 |
113 | 0.999999999969588 | 6.08230609601745e-11 | 3.04115304800872e-11 |
114 | 0.999999999954959 | 9.00818982732286e-11 | 4.50409491366143e-11 |
115 | 0.999999999925012 | 1.4997611501586e-10 | 7.498805750793e-11 |
116 | 0.999999999986939 | 2.61222607468667e-11 | 1.30611303734333e-11 |
117 | 0.999999999979805 | 4.03906826496727e-11 | 2.01953413248363e-11 |
118 | 0.999999999976309 | 4.7381304789382e-11 | 2.3690652394691e-11 |
119 | 0.999999999957607 | 8.47853477383271e-11 | 4.23926738691635e-11 |
120 | 0.999999999955689 | 8.86227509095807e-11 | 4.43113754547904e-11 |
121 | 0.999999999943862 | 1.12275792019875e-10 | 5.61378960099373e-11 |
122 | 0.999999999912724 | 1.74551821826638e-10 | 8.72759109133189e-11 |
123 | 0.999999999876291 | 2.47417837146959e-10 | 1.23708918573479e-10 |
124 | 0.999999999799476 | 4.01047267456984e-10 | 2.00523633728492e-10 |
125 | 0.99999999965751 | 6.84979217159073e-10 | 3.42489608579537e-10 |
126 | 0.999999999467274 | 1.06545286476017e-09 | 5.32726432380085e-10 |
127 | 0.99999999909639 | 1.80721966801823e-09 | 9.03609834009116e-10 |
128 | 0.999999999143777 | 1.71244614480139e-09 | 8.56223072400695e-10 |
129 | 0.999999998671758 | 2.65648445349684e-09 | 1.32824222674842e-09 |
130 | 0.999999997787952 | 4.42409633220575e-09 | 2.21204816610288e-09 |
131 | 0.999999996656955 | 6.68608915472225e-09 | 3.34304457736113e-09 |
132 | 0.999999994458575 | 1.10828492894767e-08 | 5.54142464473834e-09 |
133 | 0.999999991219646 | 1.75607070997357e-08 | 8.78035354986784e-09 |
134 | 0.999999996444217 | 7.11156538523212e-09 | 3.55578269261606e-09 |
135 | 0.999999994070456 | 1.18590875476982e-08 | 5.92954377384908e-09 |
136 | 0.999999993718785 | 1.25624296602205e-08 | 6.28121483011023e-09 |
137 | 0.999999989574528 | 2.08509436840167e-08 | 1.04254718420084e-08 |
138 | 0.999999987959368 | 2.40812633714405e-08 | 1.20406316857203e-08 |
139 | 0.999999980888765 | 3.8222469163402e-08 | 1.9111234581701e-08 |
140 | 0.999999976813926 | 4.63721477084347e-08 | 2.31860738542173e-08 |
141 | 0.999999962482444 | 7.50351122767326e-08 | 3.75175561383663e-08 |
142 | 0.999999973289511 | 5.34209781303649e-08 | 2.67104890651824e-08 |
143 | 0.999999970193714 | 5.96125712193675e-08 | 2.98062856096838e-08 |
144 | 0.999999957781402 | 8.44371963298205e-08 | 4.22185981649103e-08 |
145 | 0.999999933091818 | 1.33816364830058e-07 | 6.69081824150289e-08 |
146 | 0.999999940209335 | 1.19581329259177e-07 | 5.97906646295884e-08 |
147 | 0.999999906740643 | 1.86518713842305e-07 | 9.32593569211523e-08 |
148 | 0.999999851035132 | 2.97929735730133e-07 | 1.48964867865066e-07 |
149 | 0.999999888585854 | 2.22828292216562e-07 | 1.11414146108281e-07 |
150 | 0.999999834886576 | 3.30226847738436e-07 | 1.65113423869218e-07 |
151 | 0.999999820749426 | 3.58501147850218e-07 | 1.79250573925109e-07 |
152 | 0.999999810534138 | 3.78931723202128e-07 | 1.89465861601064e-07 |
153 | 0.999999837962169 | 3.24075661415132e-07 | 1.62037830707566e-07 |
154 | 0.999999995485838 | 9.02832379444869e-09 | 4.51416189722435e-09 |
155 | 0.999999996705016 | 6.5899680579034e-09 | 3.2949840289517e-09 |
156 | 0.999999994540196 | 1.09196087740437e-08 | 5.45980438702184e-09 |
157 | 0.999999997321323 | 5.35735414663477e-09 | 2.67867707331738e-09 |
158 | 0.999999998984673 | 2.03065504900926e-09 | 1.01532752450463e-09 |
159 | 0.999999998409258 | 3.18148413903948e-09 | 1.59074206951974e-09 |
160 | 0.999999997416136 | 5.1677282225559e-09 | 2.58386411127795e-09 |
161 | 0.999999998173016 | 3.65396717488308e-09 | 1.82698358744154e-09 |
162 | 0.99999999705635 | 5.88729905775715e-09 | 2.94364952887858e-09 |
163 | 0.999999995973515 | 8.05297074172254e-09 | 4.02648537086127e-09 |
164 | 0.999999999390004 | 1.21999181845482e-09 | 6.09995909227411e-10 |
165 | 0.999999998925558 | 2.14888424860308e-09 | 1.07444212430154e-09 |
166 | 0.999999998900836 | 2.19832725283679e-09 | 1.0991636264184e-09 |
167 | 0.999999999234008 | 1.53198459149768e-09 | 7.6599229574884e-10 |
168 | 0.999999999169975 | 1.66005014985358e-09 | 8.3002507492679e-10 |
169 | 0.999999998740927 | 2.51814649662575e-09 | 1.25907324831288e-09 |
170 | 0.999999997965925 | 4.06814983035351e-09 | 2.03407491517676e-09 |
171 | 0.999999997951452 | 4.09709515928467e-09 | 2.04854757964233e-09 |
172 | 0.999999997355486 | 5.28902881733148e-09 | 2.64451440866574e-09 |
173 | 0.999999998973892 | 2.05221657739168e-09 | 1.02610828869584e-09 |
174 | 0.999999998807292 | 2.38541629596362e-09 | 1.19270814798181e-09 |
175 | 0.999999999697217 | 6.0556653306036e-10 | 3.0278326653018e-10 |
176 | 0.999999999672033 | 6.55933275963816e-10 | 3.27966637981908e-10 |
177 | 0.999999999645214 | 7.09571573952854e-10 | 3.54785786976427e-10 |
178 | 0.999999999365495 | 1.26900933040539e-09 | 6.34504665202697e-10 |
179 | 0.999999999331053 | 1.33789356294209e-09 | 6.68946781471043e-10 |
180 | 0.999999999047496 | 1.90500803543849e-09 | 9.52504017719244e-10 |
181 | 0.999999998914251 | 2.17149891581266e-09 | 1.08574945790633e-09 |
182 | 0.999999998485054 | 3.02989099573379e-09 | 1.51494549786689e-09 |
183 | 0.99999999735792 | 5.28416043412626e-09 | 2.64208021706313e-09 |
184 | 0.999999995421426 | 9.15714840126889e-09 | 4.57857420063445e-09 |
185 | 0.999999996077248 | 7.84550452042582e-09 | 3.92275226021291e-09 |
186 | 0.999999993355405 | 1.32891906057908e-08 | 6.64459530289541e-09 |
187 | 0.999999992721684 | 1.45566309254479e-08 | 7.27831546272394e-09 |
188 | 0.999999987918019 | 2.41639616677939e-08 | 1.2081980833897e-08 |
189 | 0.99999998839242 | 2.32151601262231e-08 | 1.16075800631115e-08 |
190 | 0.999999982288643 | 3.54227150846175e-08 | 1.77113575423088e-08 |
191 | 0.999999970453586 | 5.90928275648581e-08 | 2.9546413782429e-08 |
192 | 0.999999976978663 | 4.60426743201479e-08 | 2.30213371600739e-08 |
193 | 0.99999996235805 | 7.52838998500861e-08 | 3.7641949925043e-08 |
194 | 0.999999946136884 | 1.07726231057771e-07 | 5.38631155288854e-08 |
195 | 0.999999963242013 | 7.35159746719638e-08 | 3.67579873359819e-08 |
196 | 0.999999937414661 | 1.25170678464981e-07 | 6.25853392324906e-08 |
197 | 0.999999922804822 | 1.54390356982687e-07 | 7.71951784913437e-08 |
198 | 0.999999914027467 | 1.71945065480104e-07 | 8.59725327400518e-08 |
199 | 0.999999896864951 | 2.0627009752101e-07 | 1.03135048760505e-07 |
200 | 0.999999859140009 | 2.81719981426985e-07 | 1.40859990713493e-07 |
201 | 0.999999773534975 | 4.52930049140525e-07 | 2.26465024570263e-07 |
202 | 0.999999613534185 | 7.72931630182477e-07 | 3.86465815091239e-07 |
203 | 0.999999392385679 | 1.21522864168102e-06 | 6.07614320840512e-07 |
204 | 0.999999020483296 | 1.95903340875693e-06 | 9.79516704378463e-07 |
205 | 0.99999881851334 | 2.36297332029875e-06 | 1.18148666014937e-06 |
206 | 0.99999802645499 | 3.94709001931621e-06 | 1.97354500965811e-06 |
207 | 0.999998549632975 | 2.9007340493417e-06 | 1.45036702467085e-06 |
208 | 0.999998855411763 | 2.2891764731513e-06 | 1.14458823657565e-06 |
209 | 0.999998128251855 | 3.74349629024334e-06 | 1.87174814512167e-06 |
210 | 0.999997404838464 | 5.1903230724204e-06 | 2.5951615362102e-06 |
211 | 0.999996297177558 | 7.40564488474251e-06 | 3.70282244237126e-06 |
212 | 0.999997455491075 | 5.0890178502599e-06 | 2.54450892512995e-06 |
213 | 0.999996066915647 | 7.86616870669274e-06 | 3.93308435334637e-06 |
214 | 0.999994093357177 | 1.18132856451862e-05 | 5.9066428225931e-06 |
215 | 0.999990707387188 | 1.85852256247726e-05 | 9.29261281238629e-06 |
216 | 0.999985052209345 | 2.98955813106337e-05 | 1.49477906553169e-05 |
217 | 0.999976422749226 | 4.71545015483447e-05 | 2.35772507741724e-05 |
218 | 0.999969262081394 | 6.147583721099e-05 | 3.0737918605495e-05 |
219 | 0.999955646946505 | 8.8706106990411e-05 | 4.43530534952055e-05 |
220 | 0.999933462474233 | 0.000133075051534008 | 6.6537525767004e-05 |
221 | 0.999895327188574 | 0.000209345622852404 | 0.000104672811426202 |
222 | 0.999985514107137 | 2.8971785726617e-05 | 1.44858928633085e-05 |
223 | 0.999987020902986 | 2.59581940281697e-05 | 1.29790970140848e-05 |
224 | 0.999978367326697 | 4.32653466051538e-05 | 2.16326733025769e-05 |
225 | 0.999970350815951 | 5.92983680990004e-05 | 2.96491840495002e-05 |
226 | 0.99995652535658 | 8.69492868397368e-05 | 4.34746434198684e-05 |
227 | 0.999932365374484 | 0.000135269251031493 | 6.76346255157464e-05 |
228 | 0.999945038254779 | 0.000109923490441699 | 5.49617452208497e-05 |
229 | 0.999951888714956 | 9.62225700876091e-05 | 4.81112850438045e-05 |
230 | 0.999975460187781 | 4.90796244380133e-05 | 2.45398122190066e-05 |
231 | 0.999969096479926 | 6.18070401474906e-05 | 3.09035200737453e-05 |
232 | 0.99997651883733 | 4.69623253400367e-05 | 2.34811626700183e-05 |
233 | 0.999978627306209 | 4.27453875817742e-05 | 2.13726937908871e-05 |
234 | 0.999962701114216 | 7.45977715682766e-05 | 3.72988857841383e-05 |
235 | 0.999963094520337 | 7.38109593256363e-05 | 3.69054796628182e-05 |
236 | 0.999937271807444 | 0.000125456385111715 | 6.27281925558575e-05 |
237 | 0.999928317446722 | 0.00014336510655681 | 7.1682553278405e-05 |
238 | 0.999904346740396 | 0.000191306519207844 | 9.56532596039218e-05 |
239 | 0.999853667253698 | 0.000292665492604379 | 0.00014633274630219 |
240 | 0.99980247240116 | 0.000395055197679647 | 0.000197527598839824 |
241 | 0.999669182945724 | 0.000661634108552612 | 0.000330817054276306 |
242 | 0.999997114853893 | 5.77029221328514e-06 | 2.88514610664257e-06 |
243 | 0.99999419519778 | 1.16096044395477e-05 | 5.80480221977387e-06 |
244 | 0.999989102802502 | 2.17943949960326e-05 | 1.08971974980163e-05 |
245 | 0.999979607576096 | 4.0784847807242e-05 | 2.0392423903621e-05 |
246 | 0.99996657922824 | 6.68415435202621e-05 | 3.34207717601311e-05 |
247 | 0.999996340291684 | 7.31941663126463e-06 | 3.65970831563231e-06 |
248 | 0.999992393277045 | 1.52134459096391e-05 | 7.60672295481956e-06 |
249 | 0.999986927030877 | 2.61459382454332e-05 | 1.30729691227166e-05 |
250 | 0.999977021406492 | 4.5957187016832e-05 | 2.2978593508416e-05 |
251 | 0.99996555989488 | 6.88802102407543e-05 | 3.44401051203772e-05 |
252 | 0.999931601567749 | 0.000136796864502278 | 6.8398432251139e-05 |
253 | 0.999868114874034 | 0.000263770251931602 | 0.000131885125965801 |
254 | 0.999756947437934 | 0.000486105124131241 | 0.00024305256206562 |
255 | 0.999532154625123 | 0.000935690749753536 | 0.000467845374876768 |
256 | 0.999299692757409 | 0.00140061448518248 | 0.000700307242591241 |
257 | 0.99867736815875 | 0.00264526368250104 | 0.00132263184125052 |
258 | 0.998406160794324 | 0.00318767841135298 | 0.00159383920567649 |
259 | 0.997089389173019 | 0.00582122165396214 | 0.00291061082698107 |
260 | 0.994876582587151 | 0.0102468348256973 | 0.00512341741284867 |
261 | 0.996923388537219 | 0.00615322292556307 | 0.00307661146278153 |
262 | 0.995413892596757 | 0.00917221480648687 | 0.00458610740324344 |
263 | 0.992364773388757 | 0.0152704532224866 | 0.00763522661124332 |
264 | 0.987567738401948 | 0.0248645231961036 | 0.0124322615980518 |
265 | 0.978094579672011 | 0.0438108406559785 | 0.0219054203279892 |
266 | 0.965283810272512 | 0.0694323794549762 | 0.0347161897274881 |
267 | 0.946254563528303 | 0.107490872943393 | 0.0537454364716967 |
268 | 0.96568255214624 | 0.0686348957075196 | 0.0343174478537598 |
269 | 0.950871841779539 | 0.0982563164409216 | 0.0491281582204608 |
270 | 0.983137246111196 | 0.033725507777608 | 0.016862753888804 |
271 | 0.966088199881971 | 0.0678236002360589 | 0.0339118001180295 |
272 | 0.93197669628313 | 0.13604660743374 | 0.0680233037168698 |
273 | 0.889188280210581 | 0.221623439578838 | 0.110811719789419 |
274 | 0.801267624048163 | 0.397464751903674 | 0.198732375951837 |
275 | 0.654044272871917 | 0.691911454256166 | 0.345955727128083 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 199 | 0.759541984732824 | NOK |
5% type I error level | 204 | 0.778625954198473 | NOK |
10% type I error level | 208 | 0.793893129770992 | NOK |