Multiple Linear Regression - Estimated Regression Equation |
totsize[t] = + 478.35219858014 + 2.32811598197038pageviews[t] + 0.0964349945798101time_in_rfc[t] + 36.5023423910858logins[t] -26.926323485252compendium_views_info[t] + 17.0541984338131compendium_views_pr[t] + 2235.7004094435shared_compendiums[t] + 139.244229060966blogged_computations[t] + 1241.67399183049compendiums_reviewed[t] -274.84057692973feedback_messages_p1[t] + 137.694662695536feedback_messages_p120[t] + 1.88909228053475`totrevisions\r`[t] + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | 478.35219858014 | 3409.993632 | 0.1403 | 0.888541 | 0.444271 |
pageviews | 2.32811598197038 | 7.841106 | 0.2969 | 0.766756 | 0.383378 |
time_in_rfc | 0.0964349945798101 | 0.04599 | 2.0969 | 0.036911 | 0.018455 |
logins | 36.5023423910858 | 59.384879 | 0.6147 | 0.539275 | 0.269637 |
compendium_views_info | -26.926323485252 | 17.621054 | -1.5281 | 0.127635 | 0.063817 |
compendium_views_pr | 17.0541984338131 | 31.578222 | 0.5401 | 0.589588 | 0.294794 |
shared_compendiums | 2235.7004094435 | 510.228558 | 4.3818 | 1.7e-05 | 8e-06 |
blogged_computations | 139.244229060966 | 77.1841 | 1.8041 | 0.072309 | 0.036155 |
compendiums_reviewed | 1241.67399183049 | 666.260166 | 1.8636 | 0.063429 | 0.031715 |
feedback_messages_p1 | -274.84057692973 | 203.158783 | -1.3528 | 0.177211 | 0.088606 |
feedback_messages_p120 | 137.694662695536 | 100.046603 | 1.3763 | 0.169839 | 0.084919 |
`totrevisions\r` | 1.88909228053475 | 0.243531 | 7.7571 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.861349163964715 |
R-squared | 0.741922382262713 |
Adjusted R-squared | 0.731673812605276 |
F-TEST (value) | 72.3927735344317 |
F-TEST (DF numerator) | 11 |
F-TEST (DF denominator) | 277 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 20939.9392679964 |
Sum Squared Residuals | 121459252663.623 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 98868.7443168355 | 13416.2556831646 |
2 | 84786 | 79683.5268228825 | 5102.47317711749 |
3 | 83123 | 90572.3629262801 | -7449.36292628014 |
4 | 101193 | 102224.731349063 | -1031.73134906343 |
5 | 38361 | 50384.4524133273 | -12023.4524133273 |
6 | 68504 | 42670.941034028 | 25833.058965972 |
7 | 119182 | 104333.461226786 | 14848.5387732139 |
8 | 22807 | 12518.6659279176 | 10288.3340720824 |
9 | 17140 | 26421.5809307589 | -9281.58093075894 |
10 | 116174 | 89573.8319975302 | 26600.1680024698 |
11 | 57635 | 62481.9261359877 | -4846.92613598774 |
12 | 66198 | 87901.0164228754 | -21703.0164228754 |
13 | 71701 | 102751.590666023 | -31050.5906660228 |
14 | 57793 | 66536.3663604652 | -8743.36636046518 |
15 | 80444 | 95359.4689379204 | -14915.4689379204 |
16 | 53855 | 72653.4631043249 | -18798.4631043249 |
17 | 97668 | 119475.541127956 | -21807.5411279558 |
18 | 133824 | 109330.537429785 | 24493.4625702154 |
19 | 101481 | 79027.1716238195 | 22453.8283761805 |
20 | 99645 | 75069.968866344 | 24575.031133656 |
21 | 114789 | 98932.2648406487 | 15856.7351593513 |
22 | 99052 | 116121.673601784 | -17069.6736017838 |
23 | 67654 | 83432.8657323848 | -15778.8657323848 |
24 | 65553 | 75834.6374211984 | -10281.6374211984 |
25 | 97500 | 92084.9519990137 | 5415.04800098625 |
26 | 69112 | 93436.9494857819 | -24324.9494857819 |
27 | 82753 | 84197.0685310924 | -1444.06853109243 |
28 | 85323 | 83806.9238580453 | 1516.07614195472 |
29 | 72654 | 98367.839022889 | -25713.839022889 |
30 | 30727 | 42437.0779463337 | -11710.0779463337 |
31 | 77873 | 75656.9375626362 | 2216.06243736377 |
32 | 117478 | 126104.792585124 | -8626.79258512392 |
33 | 74007 | 69514.4535000934 | 4492.5464999066 |
34 | 90183 | 115834.204092743 | -25651.2040927426 |
35 | 61542 | 45749.2346935515 | 15792.7653064485 |
36 | 101494 | 119300.803647371 | -17806.8036473713 |
37 | 27570 | 34376.5322709037 | -6806.53227090372 |
38 | 55813 | 44695.5426090905 | 11117.4573909095 |
39 | 79215 | 100945.002739102 | -21730.0027391024 |
40 | 1423 | 1495.27331260843 | -72.2733126084331 |
41 | 55461 | 68145.3302496944 | -12684.3302496944 |
42 | 31081 | 47783.0406356869 | -16702.0406356869 |
43 | 22996 | 37447.0719590684 | -14451.0719590684 |
44 | 83122 | 106886.811376727 | -23764.8113767271 |
45 | 70106 | 99309.0011530434 | -29203.0011530434 |
46 | 60578 | 76519.8644224765 | -15941.8644224765 |
47 | 39992 | 53778.7017988599 | -13786.7017988599 |
48 | 79892 | 89401.7724392618 | -9509.77243926179 |
49 | 49810 | 60731.457817616 | -10921.457817616 |
50 | 71570 | 53244.0503392765 | 18325.9496607235 |
51 | 100708 | 78524.4485222765 | 22183.5514777235 |
52 | 33032 | 44914.8180473475 | -11882.8180473475 |
53 | 82875 | 84508.0000936602 | -1633.0000936602 |
54 | 139077 | 104428.687284218 | 34648.3127157816 |
55 | 71595 | 80767.8610475832 | -9172.86104758315 |
56 | 72260 | 78918.0755519915 | -6658.07555199147 |
57 | 5950 | 8148.50916009357 | -2198.50916009357 |
58 | 115762 | 114443.86601457 | 1318.13398543025 |
59 | 32551 | 35826.8906643817 | -3275.89066438169 |
60 | 31701 | 33862.2443154442 | -2161.24431544416 |
61 | 80670 | 87198.1203957771 | -6528.12039577713 |
62 | 143558 | 130288.065646673 | 13269.9343533274 |
63 | 117105 | 84360.0497069283 | 32744.9502930717 |
64 | 23789 | 35139.3829870023 | -11350.3829870023 |
65 | 120733 | 123917.718878461 | -3184.71887846131 |
66 | 105195 | 123753.202888217 | -18558.2028882169 |
67 | 73107 | 98045.3399488505 | -24938.3399488505 |
68 | 132068 | 121208.881736972 | 10859.1182630277 |
69 | 149193 | 143623.388209031 | 5569.61179096871 |
70 | 46821 | 64620.0035599916 | -17799.0035599916 |
71 | 87011 | 96868.3453262786 | -9857.34532627861 |
72 | 95260 | 98694.2529493652 | -3434.25294936524 |
73 | 55183 | 74118.8255965111 | -18935.8255965111 |
74 | 106671 | 79434.4193270755 | 27236.5806729245 |
75 | 73511 | 104814.485200934 | -31303.4852009339 |
76 | 92945 | 78537.9856606148 | 14407.0143393852 |
77 | 78664 | 79325.8205115521 | -661.820511552054 |
78 | 70054 | 98223.1642175638 | -28169.1642175637 |
79 | 22618 | 36874.4001618056 | -14256.4001618056 |
80 | 74011 | 95494.3381854929 | -21483.3381854929 |
81 | 83737 | 76245.9131707634 | 7491.08682923657 |
82 | 69094 | 77366.5725809478 | -8272.57258094784 |
83 | 93133 | 105178.635923685 | -12045.6359236851 |
84 | 95536 | 94306.7632243245 | 1229.23677567552 |
85 | 225920 | 83264.4387892215 | 142655.561210779 |
86 | 62133 | 74743.302037012 | -12610.302037012 |
87 | 61370 | 64148.9326560479 | -2778.93265604787 |
88 | 43836 | 50536.8611165765 | -6700.8611165765 |
89 | 106117 | 102847.627265959 | 3269.3727340405 |
90 | 38692 | 55772.5183698657 | -17080.5183698657 |
91 | 84651 | 100594.302365146 | -15943.3023651464 |
92 | 56622 | 27696.8039422894 | 28925.1960577106 |
93 | 15986 | 27888.7734708552 | -11902.7734708552 |
94 | 95364 | 109025.362824784 | -13661.3628247837 |
95 | 26706 | 42249.7865158579 | -15543.7865158579 |
96 | 89691 | 77430.7744552748 | 12260.2255447252 |
97 | 67267 | 100309.15210907 | -33042.1521090698 |
98 | 126846 | 109970.542792193 | 16875.457207807 |
99 | 41140 | 57729.4504832937 | -16589.4504832937 |
100 | 102860 | 96179.2897260117 | 6680.71027398833 |
101 | 51715 | 55180.7923562075 | -3465.79235620749 |
102 | 55801 | 70649.3776556748 | -14848.3776556748 |
103 | 111813 | 110222.308113443 | 1590.69188655716 |
104 | 120293 | 89578.0650154007 | 30714.9349845993 |
105 | 138599 | 108323.896594877 | 30275.1034051231 |
106 | 161647 | 117986.117658872 | 43660.8823411281 |
107 | 115929 | 145103.948906221 | -29174.948906221 |
108 | 24266 | 32597.3390922379 | -8331.3390922379 |
109 | 162901 | 146079.930118828 | 16821.0698811722 |
110 | 109825 | 128443.624550864 | -18618.6245508642 |
111 | 129838 | 99274.1190286425 | 30563.8809713575 |
112 | 37510 | 46096.658815471 | -8586.65881547103 |
113 | 43750 | 39176.234347719 | 4573.76565228097 |
114 | 40652 | 62872.8613734124 | -22220.8613734124 |
115 | 87771 | 105956.306150832 | -18185.306150832 |
116 | 85872 | 100907.985039682 | -15035.9850396824 |
117 | 89275 | 96492.890049884 | -7217.890049884 |
118 | 44418 | 56298.1624756869 | -11880.1624756869 |
119 | 192565 | 66783.3607174651 | 125781.639282535 |
120 | 35232 | 37254.2129483085 | -2022.21294830848 |
121 | 40909 | 57813.2412269665 | -16904.2412269665 |
122 | 13294 | 22322.4227465107 | -9028.42274651075 |
123 | 32387 | 47695.040788482 | -15308.040788482 |
124 | 140867 | 47061.1007937917 | 93805.8992062083 |
125 | 120662 | 95396.4225330473 | 25265.5774669527 |
126 | 21233 | 32719.0119508735 | -11486.0119508735 |
127 | 44332 | 36040.6924456619 | 8291.30755433805 |
128 | 61056 | 66102.1908971229 | -5046.19089712286 |
129 | 101338 | 97998.9022920748 | 3339.09770792524 |
130 | 1168 | 3334.73754961797 | -2166.73754961797 |
131 | 13497 | 18395.4952419879 | -4898.49524198795 |
132 | 65567 | 80939.6866533011 | -15372.6866533011 |
133 | 25162 | 32378.2848693606 | -7216.28486936062 |
134 | 32334 | 46591.3405723833 | -14257.3405723833 |
135 | 40735 | 55113.7069102331 | -14378.7069102331 |
136 | 91413 | 92253.2480225131 | -840.248022513098 |
137 | 855 | 1292.06821282881 | -437.068212828814 |
138 | 97068 | 64028.4317984357 | 33039.5682015643 |
139 | 44339 | 18541.8880847215 | 25797.1119152785 |
140 | 14116 | 14578.2829816696 | -462.282981669556 |
141 | 10288 | 15773.2006581446 | -5485.20065814457 |
142 | 65622 | 52214.7730288902 | 13407.2269711098 |
143 | 16563 | 17760.2461555183 | -1197.24615551827 |
144 | 76643 | 90703.5664377679 | -14060.5664377679 |
145 | 110681 | 100597.33762855 | 10083.6623714497 |
146 | 29011 | 30423.8463812818 | -1412.84638128181 |
147 | 92696 | 62900.5303264227 | 29795.4696735773 |
148 | 94785 | 49512.4985879613 | 45272.5014120387 |
149 | 8773 | 11380.9198019103 | -2607.91980191034 |
150 | 83209 | 70515.6605791322 | 12693.3394208678 |
151 | 93815 | 111953.071643657 | -18138.0716436568 |
152 | 86687 | 86630.9998290154 | 56.0001709845559 |
153 | 34553 | 29799.2278825437 | 4753.77211745628 |
154 | 105547 | 124690.033452642 | -19143.0334526422 |
155 | 103487 | 86832.1469690588 | 16654.8530309412 |
156 | 213688 | 156587.6385005 | 57100.3614994999 |
157 | 71220 | 74353.8094876392 | -3133.80948763922 |
158 | 23517 | 25762.9603098357 | -2245.96030983566 |
159 | 56926 | 39543.0693856973 | 17382.9306143027 |
160 | 91721 | 93013.8580119363 | -1292.85801193631 |
161 | 115168 | 110187.455895064 | 4980.54410493606 |
162 | 111194 | 51257.5218557015 | 59936.4781442985 |
163 | 51009 | 50573.5578975584 | 435.442102441615 |
164 | 135777 | 115677.510765416 | 20099.4892345837 |
165 | 51513 | 61944.2425888277 | -10431.2425888277 |
166 | 74163 | 100720.166948502 | -26557.1669485022 |
167 | 51633 | 65802.0418587831 | -14169.0418587831 |
168 | 75345 | 36993.5075805269 | 38351.4924194731 |
169 | 33416 | 49355.8504693749 | -15939.8504693749 |
170 | 83305 | 54977.8691216988 | 28327.1308783012 |
171 | 98952 | 84178.6479790318 | 14773.3520209682 |
172 | 102372 | 97292.8105498395 | 5079.18945016053 |
173 | 37238 | 38393.7510880103 | -1155.75108801029 |
174 | 103772 | 132089.823437531 | -28317.8234375307 |
175 | 123969 | 94036.4626080166 | 29932.5373919834 |
176 | 27142 | 34204.7701150315 | -7062.77011503149 |
177 | 135400 | 97618.4624236427 | 37781.5375763573 |
178 | 21399 | 28994.9768348623 | -7595.97683486225 |
179 | 130115 | 115516.422119744 | 14598.5778802564 |
180 | 24874 | 44184.0554197862 | -19310.0554197862 |
181 | 34988 | 27880.4245200323 | 7107.57547996775 |
182 | 45549 | 22763.620042 | 22785.379958 |
183 | 6023 | 4910.94781044882 | 1112.05218955118 |
184 | 64466 | 66087.2259808072 | -1621.2259808072 |
185 | 54990 | 81843.8842120067 | -26853.8842120067 |
186 | 1644 | 1739.14192328859 | -95.1419232885871 |
187 | 6179 | 9450.08091832332 | -3271.08091832332 |
188 | 3926 | 6588.81700525945 | -2662.81700525945 |
189 | 32755 | 42702.0661714939 | -9947.0661714939 |
190 | 34777 | 31831.705782628 | 2945.29421737195 |
191 | 73224 | 63214.4002945892 | 10009.5997054108 |
192 | 27114 | 27836.7745146107 | -722.774514610677 |
193 | 20760 | 36898.9238670858 | -16138.9238670858 |
194 | 37636 | 50465.7593002824 | -12829.7593002824 |
195 | 65461 | 63973.81856319 | 1487.18143680999 |
196 | 30080 | 40476.5419050549 | -10396.5419050549 |
197 | 24094 | 31610.9301376232 | -7516.93013762323 |
198 | 69008 | 32171.667587314 | 36836.332412686 |
199 | 54968 | 25686.0471581652 | 29281.9528418348 |
200 | 46090 | 34653.2717439255 | 11436.7282560745 |
201 | 27507 | 42833.7124885409 | -15326.7124885409 |
202 | 10672 | 27859.2841841077 | -17187.2841841077 |
203 | 34029 | 39416.4272502755 | -5387.42725027546 |
204 | 46300 | 48801.4842553051 | -2501.48425530507 |
205 | 24760 | 34610.611774438 | -9850.61177443796 |
206 | 18779 | 17081.0873728736 | 1697.91262712641 |
207 | 21280 | 35007.9044167288 | -13727.9044167288 |
208 | 40662 | 44430.5377337184 | -3768.53773371839 |
209 | 28987 | 38709.7547547733 | -9722.75475477331 |
210 | 22827 | 41836.9073491918 | -19009.9073491918 |
211 | 18513 | 34786.4301181136 | -16273.4301181136 |
212 | 30594 | 34247.3628769946 | -3653.36287699456 |
213 | 24006 | 29078.306428184 | -5072.30642818396 |
214 | 27913 | 41164.4233100254 | -13251.4233100254 |
215 | 42744 | 32036.8922604241 | 10707.1077395759 |
216 | 12934 | 34569.7042598278 | -21635.7042598278 |
217 | 22574 | 22255.6846847085 | 318.315315291535 |
218 | 41385 | 38130.8264115561 | 3254.17358844394 |
219 | 18653 | 33225.969693227 | -14572.969693227 |
220 | 18472 | 25743.3338719437 | -7271.33387194371 |
221 | 30976 | 36547.3233311114 | -5571.32333111135 |
222 | 63339 | 66957.1745769674 | -3618.17457696744 |
223 | 25568 | 38544.0047440553 | -12976.0047440553 |
224 | 33747 | 37060.805489377 | -3313.80548937704 |
225 | 4154 | 13946.5816909591 | -9792.58169095906 |
226 | 19474 | 33461.4114196077 | -13987.4114196077 |
227 | 35130 | 16333.5447027292 | 18796.4552972708 |
228 | 39067 | 33932.3457777452 | 5134.65422225475 |
229 | 13310 | 26764.9824313689 | -13454.9824313689 |
230 | 65892 | 33917.9881631637 | 31974.0118368363 |
231 | 4143 | 16734.9755498131 | -12591.9755498131 |
232 | 28579 | 36487.1517437133 | -7908.1517437133 |
233 | 51776 | 27666.466907295 | 24109.533092705 |
234 | 21152 | 24025.9125686862 | -2873.91256868625 |
235 | 38084 | 33803.5934667282 | 4280.40653327183 |
236 | 27717 | 37973.8231586263 | -10256.8231586263 |
237 | 32928 | 32940.2081814992 | -12.2081814992264 |
238 | 11342 | 15668.1565707489 | -4326.15657074892 |
239 | 19499 | 28856.1247407348 | -9357.12474073478 |
240 | 16380 | 18474.4309132229 | -2094.43091322286 |
241 | 36874 | 27339.6039269977 | 9534.39607300234 |
242 | 48259 | 63867.9731783811 | -15608.9731783811 |
243 | 16734 | 27030.105493329 | -10296.105493329 |
244 | 28207 | 31751.4004152215 | -3544.40041522152 |
245 | 30143 | 28679.0199066115 | 1463.98009338847 |
246 | 41369 | 31253.1651820477 | 10115.8348179523 |
247 | 45833 | 39683.6882457556 | 6149.31175424436 |
248 | 29156 | 25944.9295372734 | 3211.07046272656 |
249 | 35944 | 19706.1054100585 | 16237.8945899415 |
250 | 36278 | 20122.4092230804 | 16155.5907769196 |
251 | 45588 | 45648.3673834717 | -60.3673834717188 |
252 | 45097 | 42780.9517385024 | 2316.04826149756 |
253 | 3895 | 5701.38407426347 | -1806.38407426347 |
254 | 28394 | 33724.1757269012 | -5330.17572690124 |
255 | 18632 | 26839.6540643837 | -8207.65406438367 |
256 | 2325 | 4165.10100699175 | -1840.10100699175 |
257 | 25139 | 20143.010238329 | 4995.98976167101 |
258 | 27975 | 29916.0237024966 | -1941.02370249657 |
259 | 14483 | 29712.0674686591 | -15229.0674686591 |
260 | 13127 | 17674.1021656193 | -4547.10216561931 |
261 | 5839 | 8337.71023803796 | -2498.71023803796 |
262 | 24069 | 41479.8754908787 | -17410.8754908787 |
263 | 3738 | 10126.0565165035 | -6388.05651650353 |
264 | 18625 | 29390.4614381732 | -10765.4614381732 |
265 | 36341 | 24200.5833361563 | 12140.4166638437 |
266 | 24548 | 27671.898811783 | -3123.89881178295 |
267 | 21792 | 32875.5232477033 | -11083.5232477033 |
268 | 26263 | 18069.2462442684 | 8193.75375573163 |
269 | 23686 | 42103.1259451879 | -18417.1259451879 |
270 | 49303 | 37791.3132531129 | 11511.6867468871 |
271 | 25659 | 31247.40214086 | -5588.40214085996 |
272 | 28904 | 28812.5643063761 | 91.4356936239403 |
273 | 2781 | 2193.84431800673 | 587.155681993269 |
274 | 29236 | 36375.2362945939 | -7139.2362945939 |
275 | 19546 | 19697.7277564357 | -151.727756435656 |
276 | 22818 | 33286.3940449764 | -10468.3940449764 |
277 | 32689 | 18234.5236089263 | 14454.4763910737 |
278 | 5752 | 10817.981772689 | -5065.98177268904 |
279 | 22197 | 37778.638642391 | -15581.638642391 |
280 | 20055 | 29037.6864756679 | -8982.68647566795 |
281 | 25272 | 28993.465450585 | -3721.46545058496 |
282 | 82206 | 22529.1097794358 | 59676.8902205642 |
283 | 32073 | 22890.8667034392 | 9182.1332965608 |
284 | 5444 | 8721.76741463475 | -3277.76741463475 |
285 | 20154 | 25816.9663637907 | -5662.96636379065 |
286 | 36944 | 19548.2387082786 | 17395.7612917214 |
287 | 8019 | 20637.5274686999 | -12618.5274686999 |
288 | 30884 | 37953.2525505362 | -7069.25255053622 |
289 | 19540 | 23485.50545103 | -3945.50545102996 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
15 | 0.0727854782191911 | 0.145570956438382 | 0.927214521780809 |
16 | 0.0271228218708808 | 0.0542456437417616 | 0.972877178129119 |
17 | 0.0816336794872626 | 0.163267358974525 | 0.918366320512737 |
18 | 0.0513950839973459 | 0.102790167994692 | 0.948604916002654 |
19 | 0.198758100116636 | 0.397516200233272 | 0.801241899883364 |
20 | 0.133218361526778 | 0.266436723053556 | 0.866781638473222 |
21 | 0.274895602388022 | 0.549791204776045 | 0.725104397611978 |
22 | 0.297130658659743 | 0.594261317319485 | 0.702869341340257 |
23 | 0.221911273218593 | 0.443822546437186 | 0.778088726781407 |
24 | 0.184507055636727 | 0.369014111273453 | 0.815492944363273 |
25 | 0.131128270989732 | 0.262256541979465 | 0.868871729010268 |
26 | 0.0967753724508787 | 0.193550744901757 | 0.903224627549121 |
27 | 0.0689332686309986 | 0.137866537261997 | 0.931066731369001 |
28 | 0.0480441392346807 | 0.0960882784693615 | 0.951955860765319 |
29 | 0.0619929886173503 | 0.123985977234701 | 0.93800701138265 |
30 | 0.0504370760964612 | 0.100874152192922 | 0.949562923903539 |
31 | 0.0533530507890971 | 0.106706101578194 | 0.946646949210903 |
32 | 0.05342065964677 | 0.10684131929354 | 0.94657934035323 |
33 | 0.0640571401443795 | 0.128114280288759 | 0.935942859855621 |
34 | 0.0565628382072559 | 0.113125676414512 | 0.943437161792744 |
35 | 0.0499472419588299 | 0.0998944839176598 | 0.95005275804117 |
36 | 0.0514670945125936 | 0.102934189025187 | 0.948532905487406 |
37 | 0.0498582022523286 | 0.0997164045046572 | 0.950141797747671 |
38 | 0.0382622195756154 | 0.0765244391512308 | 0.961737780424385 |
39 | 0.0286577427126591 | 0.0573154854253182 | 0.971342257287341 |
40 | 0.0268809727844282 | 0.0537619455688564 | 0.973119027215572 |
41 | 0.0216405003863433 | 0.0432810007726866 | 0.978359499613657 |
42 | 0.0178934147752458 | 0.0357868295504915 | 0.982106585224754 |
43 | 0.0129393649512291 | 0.0258787299024581 | 0.987060635048771 |
44 | 0.00957772191422894 | 0.0191554438284579 | 0.990422278085771 |
45 | 0.0267022783240443 | 0.0534045566480886 | 0.973297721675956 |
46 | 0.0233154683596659 | 0.0466309367193318 | 0.976684531640334 |
47 | 0.0174293713338455 | 0.034858742667691 | 0.982570628666155 |
48 | 0.0123846139086925 | 0.0247692278173851 | 0.987615386091308 |
49 | 0.00936167737869952 | 0.018723354757399 | 0.9906383226213 |
50 | 0.0209675655434775 | 0.041935131086955 | 0.979032434456523 |
51 | 0.0183549038645348 | 0.0367098077290696 | 0.981645096135465 |
52 | 0.0161068999675486 | 0.0322137999350973 | 0.983893100032451 |
53 | 0.0124666325125338 | 0.0249332650250675 | 0.987533367487466 |
54 | 0.0371350711884878 | 0.0742701423769756 | 0.962864928811512 |
55 | 0.0313749444468045 | 0.062749888893609 | 0.968625055553195 |
56 | 0.0239559424429569 | 0.0479118848859139 | 0.976044057557043 |
57 | 0.0179177813000806 | 0.0358355626001611 | 0.982082218699919 |
58 | 0.0239832480516559 | 0.0479664961033118 | 0.976016751948344 |
59 | 0.0182383773973731 | 0.0364767547947463 | 0.981761622602627 |
60 | 0.0135370783379519 | 0.0270741566759039 | 0.986462921662048 |
61 | 0.010049454306114 | 0.0200989086122281 | 0.989950545693886 |
62 | 0.0102547567159125 | 0.0205095134318249 | 0.989745243284088 |
63 | 0.0139189354899905 | 0.0278378709799811 | 0.986081064510009 |
64 | 0.0113398792723854 | 0.0226797585447707 | 0.988660120727615 |
65 | 0.00862678744572193 | 0.0172535748914439 | 0.991373212554278 |
66 | 0.00693178822779658 | 0.0138635764555932 | 0.993068211772203 |
67 | 0.00909739737954679 | 0.0181947947590936 | 0.990902602620453 |
68 | 0.00753974444613331 | 0.0150794888922666 | 0.992460255553867 |
69 | 0.00562974235640457 | 0.0112594847128091 | 0.994370257643595 |
70 | 0.00524579363045911 | 0.0104915872609182 | 0.994754206369541 |
71 | 0.00419337192502445 | 0.0083867438500489 | 0.995806628074976 |
72 | 0.00305017143917044 | 0.00610034287834089 | 0.99694982856083 |
73 | 0.00272537811557476 | 0.00545075623114953 | 0.997274621884425 |
74 | 0.00473571519454878 | 0.00947143038909755 | 0.995264284805451 |
75 | 0.00776133501161333 | 0.0155226700232267 | 0.992238664988387 |
76 | 0.00767398601298523 | 0.0153479720259705 | 0.992326013987015 |
77 | 0.00571785893495039 | 0.0114357178699008 | 0.99428214106505 |
78 | 0.00798282361750001 | 0.015965647235 | 0.9920171763825 |
79 | 0.00677622257447308 | 0.0135524451489462 | 0.993223777425527 |
80 | 0.00671914365685929 | 0.0134382873137186 | 0.993280856343141 |
81 | 0.00559320015999981 | 0.0111864003199996 | 0.99440679984 |
82 | 0.0042668002611305 | 0.00853360052226101 | 0.99573319973887 |
83 | 0.00342657396325255 | 0.0068531479265051 | 0.996573426036747 |
84 | 0.00266539749713141 | 0.00533079499426283 | 0.997334602502869 |
85 | 0.96859230039854 | 0.0628153992029206 | 0.0314076996014603 |
86 | 0.96419471424047 | 0.0716105715190594 | 0.0358052857595297 |
87 | 0.956636444682566 | 0.0867271106348673 | 0.0433635553174337 |
88 | 0.948375685689272 | 0.103248628621456 | 0.0516243143107282 |
89 | 0.938134965992308 | 0.123730068015385 | 0.0618650340076923 |
90 | 0.936528428562867 | 0.126943142874266 | 0.063471571437133 |
91 | 0.936513417375071 | 0.126973165249859 | 0.0634865826249293 |
92 | 0.944825095899503 | 0.110349808200994 | 0.0551749041004969 |
93 | 0.936192210101838 | 0.127615579796323 | 0.0638077898981617 |
94 | 0.928700349140113 | 0.142599301719775 | 0.0712996508598873 |
95 | 0.923001206624696 | 0.153997586750609 | 0.0769987933753043 |
96 | 0.918008949375004 | 0.163982101249992 | 0.0819910506249961 |
97 | 0.933320075007799 | 0.133359849984402 | 0.0666799249922009 |
98 | 0.931281947573601 | 0.137436104852797 | 0.0687180524263985 |
99 | 0.926790985536921 | 0.146418028926159 | 0.0732090144630793 |
100 | 0.9140375726948 | 0.1719248546104 | 0.0859624273052 |
101 | 0.899577671877569 | 0.200844656244863 | 0.100422328122431 |
102 | 0.892527669391764 | 0.214944661216472 | 0.107472330608236 |
103 | 0.877000694387 | 0.245998611226 | 0.122999305613 |
104 | 0.900018651479526 | 0.199962697040949 | 0.0999813485204743 |
105 | 0.913972007960692 | 0.172055984078615 | 0.0860279920393077 |
106 | 0.951229593060041 | 0.0975408138799175 | 0.0487704069399588 |
107 | 0.962667133053006 | 0.0746657338939882 | 0.0373328669469941 |
108 | 0.956003769136151 | 0.0879924617276979 | 0.043996230863849 |
109 | 0.950924749764163 | 0.0981505004716732 | 0.0490752502358366 |
110 | 0.95176725733064 | 0.0964654853387202 | 0.0482327426693601 |
111 | 0.961280460857298 | 0.0774390782854048 | 0.0387195391427024 |
112 | 0.956087285681257 | 0.0878254286374853 | 0.0439127143187427 |
113 | 0.948018520394943 | 0.103962959210114 | 0.0519814796050572 |
114 | 0.95140008274461 | 0.0971998345107799 | 0.04859991725539 |
115 | 0.950102096742781 | 0.0997958065144384 | 0.0498979032572192 |
116 | 0.945902928969428 | 0.108194142061143 | 0.0540970710305717 |
117 | 0.938283123762002 | 0.123433752475995 | 0.0617168762379977 |
118 | 0.930243372323274 | 0.139513255353452 | 0.0697566276767261 |
119 | 0.999998788060396 | 2.42387920770657e-06 | 1.21193960385328e-06 |
120 | 0.99999819610514 | 3.60778971914652e-06 | 1.80389485957326e-06 |
121 | 0.999997797034567 | 4.40593086492627e-06 | 2.20296543246314e-06 |
122 | 0.999997320000872 | 5.35999825685477e-06 | 2.67999912842738e-06 |
123 | 0.99999650587553 | 6.9882489391241e-06 | 3.49412446956205e-06 |
124 | 0.999999999735563 | 5.28873393636705e-10 | 2.64436696818352e-10 |
125 | 0.999999999798481 | 4.03038257873184e-10 | 2.01519128936592e-10 |
126 | 0.999999999719246 | 5.61508802179653e-10 | 2.80754401089826e-10 |
127 | 0.999999999557728 | 8.8454315875351e-10 | 4.42271579376755e-10 |
128 | 0.999999999306318 | 1.3873641309783e-09 | 6.9368206548915e-10 |
129 | 0.999999998818422 | 2.36315590657401e-09 | 1.181577953287e-09 |
130 | 0.999999998041139 | 3.91772268878788e-09 | 1.95886134439394e-09 |
131 | 0.999999996905324 | 6.18935111712143e-09 | 3.09467555856072e-09 |
132 | 0.999999996415162 | 7.16967665369813e-09 | 3.58483832684907e-09 |
133 | 0.999999995318873 | 9.36225332535716e-09 | 4.68112666267858e-09 |
134 | 0.999999993688229 | 1.26235416649154e-08 | 6.31177083245768e-09 |
135 | 0.99999999192804 | 1.61439200659953e-08 | 8.07196003299766e-09 |
136 | 0.999999987236294 | 2.5527412471763e-08 | 1.27637062358815e-08 |
137 | 0.999999979020706 | 4.19585878446479e-08 | 2.09792939223239e-08 |
138 | 0.999999988024129 | 2.39517427127444e-08 | 1.19758713563722e-08 |
139 | 0.999999989365974 | 2.12680528494354e-08 | 1.06340264247177e-08 |
140 | 0.999999982566983 | 3.48660348166229e-08 | 1.74330174083115e-08 |
141 | 0.999999973353697 | 5.32926066628667e-08 | 2.66463033314334e-08 |
142 | 0.999999969219431 | 6.15611371148142e-08 | 3.07805685574071e-08 |
143 | 0.999999950024781 | 9.99504377045678e-08 | 4.99752188522839e-08 |
144 | 0.999999939108652 | 1.21782696063453e-07 | 6.08913480317264e-08 |
145 | 0.999999908600217 | 1.82799565895655e-07 | 9.13997829478273e-08 |
146 | 0.999999855226454 | 2.89547091168652e-07 | 1.44773545584326e-07 |
147 | 0.999999891847248 | 2.16305504318011e-07 | 1.08152752159005e-07 |
148 | 0.999999978883995 | 4.22320111009702e-08 | 2.11160055504851e-08 |
149 | 0.999999966252064 | 6.74958711436947e-08 | 3.37479355718474e-08 |
150 | 0.99999995340595 | 9.31880991268326e-08 | 4.65940495634163e-08 |
151 | 0.999999954286208 | 9.14275844200431e-08 | 4.57137922100216e-08 |
152 | 0.999999926058459 | 1.47883081121428e-07 | 7.39415405607139e-08 |
153 | 0.999999880804312 | 2.38391376217106e-07 | 1.19195688108553e-07 |
154 | 0.999999924281903 | 1.51436194667165e-07 | 7.57180973335827e-08 |
155 | 0.999999913930644 | 1.72138711840583e-07 | 8.60693559202917e-08 |
156 | 0.999999999237848 | 1.52430410080037e-09 | 7.62152050400183e-10 |
157 | 0.999999998676406 | 2.64718857780021e-09 | 1.3235942889001e-09 |
158 | 0.999999997948633 | 4.1027330507443e-09 | 2.05136652537215e-09 |
159 | 0.999999997150381 | 5.69923721017254e-09 | 2.84961860508627e-09 |
160 | 0.999999995797346 | 8.40530787665396e-09 | 4.20265393832698e-09 |
161 | 0.999999993083507 | 1.38329862196114e-08 | 6.91649310980569e-09 |
162 | 0.999999999954556 | 9.08878400953754e-11 | 4.54439200476877e-11 |
163 | 0.999999999920016 | 1.59968829408911e-10 | 7.99844147044554e-11 |
164 | 0.999999999888397 | 2.23206170162507e-10 | 1.11603085081253e-10 |
165 | 0.999999999903182 | 1.93635967102611e-10 | 9.68179835513053e-11 |
166 | 0.999999999914296 | 1.71408299950163e-10 | 8.57041499750816e-11 |
167 | 0.99999999989199 | 2.16020799011063e-10 | 1.08010399505531e-10 |
168 | 0.999999999990022 | 1.99559301296708e-11 | 9.97796506483539e-12 |
169 | 0.999999999985632 | 2.87362183750987e-11 | 1.43681091875494e-11 |
170 | 0.999999999998766 | 2.46755685587619e-12 | 1.23377842793809e-12 |
171 | 0.9999999999979 | 4.19916458179498e-12 | 2.09958229089749e-12 |
172 | 0.999999999996074 | 7.85120706910446e-12 | 3.92560353455223e-12 |
173 | 0.99999999999395 | 1.20992640148916e-11 | 6.04963200744578e-12 |
174 | 0.999999999996437 | 7.12689652900137e-12 | 3.56344826450068e-12 |
175 | 0.999999999998519 | 2.96296388506719e-12 | 1.48148194253359e-12 |
176 | 0.999999999998162 | 3.67693648762923e-12 | 1.83846824381462e-12 |
177 | 0.999999999999218 | 1.56348189240624e-12 | 7.8174094620312e-13 |
178 | 0.999999999998522 | 2.95618625714515e-12 | 1.47809312857257e-12 |
179 | 0.999999999999474 | 1.05109157468387e-12 | 5.25545787341935e-13 |
180 | 0.999999999999275 | 1.45058635127143e-12 | 7.25293175635713e-13 |
181 | 0.99999999999862 | 2.76100786314232e-12 | 1.38050393157116e-12 |
182 | 0.99999999999927 | 1.46081799888172e-12 | 7.30408999440861e-13 |
183 | 0.999999999998521 | 2.95827099134875e-12 | 1.47913549567437e-12 |
184 | 0.999999999997031 | 5.93770391544604e-12 | 2.96885195772302e-12 |
185 | 0.999999999996842 | 6.31622050592986e-12 | 3.15811025296493e-12 |
186 | 0.999999999993662 | 1.26752224828698e-11 | 6.33761124143492e-12 |
187 | 0.999999999990614 | 1.87720573777161e-11 | 9.38602868885803e-12 |
188 | 0.99999999998222 | 3.555958080986e-11 | 1.777979040493e-11 |
189 | 0.999999999976377 | 4.72450669357948e-11 | 2.36225334678974e-11 |
190 | 0.999999999955198 | 8.9604302891475e-11 | 4.48021514457375e-11 |
191 | 0.999999999929074 | 1.41851469282788e-10 | 7.09257346413939e-11 |
192 | 0.999999999878955 | 2.42089134398595e-10 | 1.21044567199298e-10 |
193 | 0.99999999981486 | 3.70280953073043e-10 | 1.85140476536522e-10 |
194 | 0.999999999777431 | 4.4513836641926e-10 | 2.2256918320963e-10 |
195 | 0.999999999605136 | 7.89728998658621e-10 | 3.94864499329311e-10 |
196 | 0.999999999295081 | 1.40983861685605e-09 | 7.04919308428024e-10 |
197 | 0.999999999006591 | 1.98681893540029e-09 | 9.93409467700146e-10 |
198 | 0.999999999958734 | 8.25326539799211e-11 | 4.12663269899605e-11 |
199 | 0.999999999970587 | 5.88254038804068e-11 | 2.94127019402034e-11 |
200 | 0.999999999973516 | 5.2968072410736e-11 | 2.6484036205368e-11 |
201 | 0.999999999958452 | 8.30949827560858e-11 | 4.15474913780429e-11 |
202 | 0.999999999978509 | 4.29826894637588e-11 | 2.14913447318794e-11 |
203 | 0.9999999999561 | 8.78005478744748e-11 | 4.39002739372374e-11 |
204 | 0.999999999923196 | 1.53608664349977e-10 | 7.68043321749886e-11 |
205 | 0.999999999860049 | 2.79902895780487e-10 | 1.39951447890244e-10 |
206 | 0.999999999717911 | 5.64177219792188e-10 | 2.82088609896094e-10 |
207 | 0.999999999598275 | 8.0345080931035e-10 | 4.01725404655175e-10 |
208 | 0.999999999253071 | 1.49385801000284e-09 | 7.46929005001421e-10 |
209 | 0.999999999003105 | 1.9937891015966e-09 | 9.96894550798301e-10 |
210 | 0.9999999991979 | 1.60420046150179e-09 | 8.02100230750895e-10 |
211 | 0.999999999054882 | 1.89023595797013e-09 | 9.45117978985065e-10 |
212 | 0.999999998348826 | 3.30234722236673e-09 | 1.65117361118336e-09 |
213 | 0.999999996723188 | 6.55362360853746e-09 | 3.27681180426873e-09 |
214 | 0.999999994561124 | 1.08777528757249e-08 | 5.43887643786243e-09 |
215 | 0.999999991133662 | 1.77326755098775e-08 | 8.86633775493873e-09 |
216 | 0.999999990360577 | 1.92788454034188e-08 | 9.63942270170942e-09 |
217 | 0.999999981009916 | 3.79801677032877e-08 | 1.89900838516438e-08 |
218 | 0.999999988944338 | 2.21113231682259e-08 | 1.1055661584113e-08 |
219 | 0.999999980051162 | 3.98976756584675e-08 | 1.99488378292337e-08 |
220 | 0.999999968953615 | 6.20927699414021e-08 | 3.10463849707011e-08 |
221 | 0.999999962418638 | 7.51627240756776e-08 | 3.75813620378388e-08 |
222 | 0.999999966399309 | 6.72013823711171e-08 | 3.36006911855585e-08 |
223 | 0.999999945509837 | 1.08980325262098e-07 | 5.4490162631049e-08 |
224 | 0.999999900554358 | 1.98891283708381e-07 | 9.94456418541907e-08 |
225 | 0.999999824109827 | 3.51780346021288e-07 | 1.75890173010644e-07 |
226 | 0.999999737953094 | 5.24093811674301e-07 | 2.6204690583715e-07 |
227 | 0.999999852707681 | 2.94584637098934e-07 | 1.47292318549467e-07 |
228 | 0.999999753391399 | 4.93217202488626e-07 | 2.46608601244313e-07 |
229 | 0.999999907281972 | 1.85436055560243e-07 | 9.27180277801213e-08 |
230 | 0.999999970712826 | 5.85743485137966e-08 | 2.92871742568983e-08 |
231 | 0.999999950588872 | 9.88222553172819e-08 | 4.94111276586409e-08 |
232 | 0.999999898657133 | 2.02685733473704e-07 | 1.01342866736852e-07 |
233 | 0.999999909082819 | 1.81834362724562e-07 | 9.09171813622809e-08 |
234 | 0.999999813863623 | 3.72272754583082e-07 | 1.86136377291541e-07 |
235 | 0.999999642424576 | 7.15150847465118e-07 | 3.57575423732559e-07 |
236 | 0.999999296862085 | 1.40627583050072e-06 | 7.03137915250361e-07 |
237 | 0.999999025695953 | 1.94860809373787e-06 | 9.74304046868936e-07 |
238 | 0.99999818688957 | 3.6262208602378e-06 | 1.8131104301189e-06 |
239 | 0.999996551181022 | 6.89763795585016e-06 | 3.44881897792508e-06 |
240 | 0.999993200166374 | 1.35996672514249e-05 | 6.79983362571246e-06 |
241 | 0.9999892860733 | 2.14278533993543e-05 | 1.07139266996772e-05 |
242 | 0.999987450203403 | 2.50995931947162e-05 | 1.25497965973581e-05 |
243 | 0.999979186038364 | 4.16279232721593e-05 | 2.08139616360796e-05 |
244 | 0.999965221045118 | 6.95579097631122e-05 | 3.47789548815561e-05 |
245 | 0.999935074377426 | 0.000129851245148035 | 6.49256225740175e-05 |
246 | 0.999924051227189 | 0.000151897545621959 | 7.59487728109796e-05 |
247 | 0.999878807399562 | 0.000242385200876585 | 0.000121192600438292 |
248 | 0.999774814183486 | 0.000450371633028114 | 0.000225185816514057 |
249 | 0.9997475069562 | 0.00050498608760087 | 0.000252493043800435 |
250 | 0.999922852532799 | 0.000154294934401707 | 7.71474672008536e-05 |
251 | 0.999849588474747 | 0.000300823050505508 | 0.000150411525252754 |
252 | 0.999804679389024 | 0.000390641221951728 | 0.000195320610975864 |
253 | 0.999624687065951 | 0.000750625868098973 | 0.000375312934049487 |
254 | 0.999298198760699 | 0.001403602478602 | 0.000701801239300999 |
255 | 0.999541281954892 | 0.000917436090215634 | 0.000458718045107817 |
256 | 0.999248792391712 | 0.00150241521657563 | 0.000751207608287816 |
257 | 0.998637981262311 | 0.0027240374753782 | 0.0013620187376891 |
258 | 0.997511412993892 | 0.0049771740122155 | 0.00248858700610775 |
259 | 0.997014387320974 | 0.00597122535805143 | 0.00298561267902571 |
260 | 0.994514540211576 | 0.0109709195768471 | 0.00548545978842354 |
261 | 0.990576213831535 | 0.0188475723369293 | 0.00942378616846464 |
262 | 0.990890863572955 | 0.0182182728540894 | 0.0091091364270447 |
263 | 0.996734682263076 | 0.00653063547384778 | 0.00326531773692389 |
264 | 0.993501139204252 | 0.0129977215914953 | 0.00649886079574766 |
265 | 0.987557260678984 | 0.0248854786420323 | 0.0124427393210162 |
266 | 0.976562000032604 | 0.0468759999347918 | 0.0234379999673959 |
267 | 0.95840024945196 | 0.0831995010960795 | 0.0415997505480398 |
268 | 0.95595687741736 | 0.0880862451652795 | 0.0440431225826398 |
269 | 0.950589818556062 | 0.0988203628878767 | 0.0494101814439384 |
270 | 0.930115323680316 | 0.139769352639368 | 0.0698846763196842 |
271 | 0.904578064706011 | 0.190843870587978 | 0.0954219352939888 |
272 | 0.851579833482574 | 0.296840333034851 | 0.148420166517426 |
273 | 0.744692983972721 | 0.510614032054558 | 0.255307016027279 |
274 | 0.720314971004238 | 0.559370057991524 | 0.279685028995762 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 149 | 0.573076923076923 | NOK |
5% type I error level | 189 | 0.726923076923077 | NOK |
10% type I error level | 214 | 0.823076923076923 | NOK |