Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 2.74046585859153 + 0.000137458323772171pageviews[t] + 0.00598748301207604compendiums_reviewed[t] + 4.75025461660508e-07totsize[t] + 0.000767207560552339blogged_computations[t] + 0.00240237935005802Q1_28[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) | 2.74046585859153 | 0.0145 | 188.9959 | 0 | 0 |
pageviews | 0.000137458323772171 | 1.1e-05 | 12.189 | 0 | 0 |
compendiums_reviewed | 0.00598748301207604 | 0.000831 | 7.2021 | 0 | 0 |
totsize | 4.75025461660508e-07 | 0 | 2.1787 | 0.030178 | 0.015089 |
blogged_computations | 0.000767207560552339 | 0.000277 | 2.7733 | 0.00592 | 0.00296 |
Q1_28 | 0.00240237935005802 | 0.001845 | 1.3018 | 0.194059 | 0.09703 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.909036522592919 |
R-squared | 0.826347399407826 |
Adjusted R-squared | 0.823268452588816 |
F-TEST (value) | 268.386382741577 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 282 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.0887791019895871 |
Sum Squared Residuals | 2.22264756392186 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 3.166464608 | 3.12435211034235 | 0.04211249765765 |
2 | 3.286476783 | 3.27583134025488 | 0.0106454427451221 |
3 | 3.29159842 | 3.34957749626843 | -0.0579790762684304 |
4 | 3.172097125 | 3.05185605677775 | 0.120241068222248 |
5 | 2.917880593 | 2.99232476503761 | -0.0744441720376136 |
6 | 3.549331417 | 3.4916155244369 | 0.0577158925631045 |
7 | 2.787585412 | 2.91083870419302 | -0.123253292193018 |
8 | 3.112617164 | 2.9936645812847 | 0.118952582715298 |
9 | 3.232225797 | 3.21392437327384 | 0.018301423726158 |
10 | 3.265595013 | 3.18028277271279 | 0.0853122402872103 |
11 | 3.38355752 | 3.31616889751896 | 0.0673886224810384 |
12 | 3.280593845 | 3.30945495599629 | -0.0288611109962926 |
13 | 3.196447267 | 3.18204280341334 | 0.0144044635866595 |
14 | 3.41280065 | 3.39858906769957 | 0.0142115823004296 |
15 | 3.292973325 | 3.22290721429895 | 0.0700661107010541 |
16 | 3.489912189 | 3.75697212462946 | -0.267059935629464 |
17 | 3.374673049 | 3.30843112461702 | 0.066241924382981 |
18 | 3.382955786 | 3.34118108251119 | 0.0417747034888111 |
19 | 3.201941772 | 3.14524399949005 | 0.0566977725099509 |
20 | 3.331930651 | 3.35746837954756 | -0.02553772854756 |
21 | 3.351177732 | 3.36252919467737 | -0.0113514626773739 |
22 | 3.510007237 | 3.33860254372879 | 0.171404693271209 |
23 | 3.242484174 | 3.13936370776162 | 0.103120466238382 |
24 | 3.196002436 | 3.26115468544257 | -0.0651522494425673 |
25 | 3.283190383 | 3.42655397234358 | -0.143363589343576 |
26 | 3.282618086 | 3.3309310631542 | -0.048312977154199 |
27 | 3.366795815 | 3.36887087479844 | -0.0020750597984379 |
28 | 3.363968236 | 3.29029072282862 | 0.0736775131713765 |
29 | 3.17621148 | 3.12559852369983 | 0.0506129563001678 |
30 | 3.361091858 | 3.3046757322991 | 0.0564161257009029 |
31 | 3.344396201 | 3.32288220095734 | 0.0215140000426569 |
32 | 3.274843895 | 3.28991107709068 | -0.0150671820906836 |
33 | 3.414985875 | 3.36616886967232 | 0.0488170053276766 |
34 | 3.057754304 | 3.08940712050045 | -0.031652816500453 |
35 | 3.456327842 | 3.41981832716462 | 0.0365095148353778 |
36 | 3.110699706 | 2.9683687669502 | 0.142330939049802 |
37 | 3.351934761 | 3.27971879598685 | 0.0722159650131513 |
38 | 3.490237979 | 3.43841815803997 | 0.0518198209600325 |
39 | 2.397445642 | 2.78112334414545 | -0.383677702145445 |
40 | 3.26964639 | 3.18577604346588 | 0.0838703465341156 |
41 | 3.126687047 | 2.99768846279597 | 0.128998584204032 |
42 | 3.096924276 | 3.14627652348022 | -0.0493522474802161 |
43 | 3.421648446 | 3.4045713881377 | 0.0170770578623017 |
44 | 3.426538534 | 3.41231450078968 | 0.0142240332103163 |
45 | 3.232334693 | 3.21817657659629 | 0.0141581164037049 |
46 | 3.285220306 | 3.30636785562996 | -0.0211475496299568 |
47 | 3.24027 | 3.19825288041255 | 0.0420171195874534 |
48 | 3.141571707 | 3.13577275651419 | 0.00579895048581047 |
49 | 3.154468489 | 3.3225853470101 | -0.168116858010104 |
50 | 3.527671345 | 3.65677165470786 | -0.129100309707859 |
51 | 3.035548408 | 3.05336235038898 | -0.0178139423889766 |
52 | 3.298484868 | 3.34685940678501 | -0.0483745387850078 |
53 | 3.436801551 | 3.5919186077409 | -0.155117056740905 |
54 | 3.235558571 | 3.2727409971863 | -0.0371824261863009 |
55 | 3.272073282 | 3.2104254637259 | 0.0616478182741031 |
56 | 2.702223892 | 2.85837583666254 | -0.156151944662536 |
57 | 3.494611213 | 3.41368487039792 | 0.0809263426020773 |
58 | 2.978664445 | 2.9820834582695 | -0.00341901326950398 |
59 | 3.110960438 | 3.02195474363675 | 0.0890056943632454 |
60 | 3.356959651 | 3.35084957749842 | 0.00611007350158202 |
61 | 3.393042179 | 3.4587217022316 | -0.0656795232316035 |
62 | 3.507259418 | 3.65077726279034 | -0.143517844790344 |
63 | 3.118453789 | 3.03795088311216 | 0.0805029058878385 |
64 | 3.378059245 | 3.40636245180536 | -0.0283032068053602 |
65 | 3.409657073 | 3.38238652565441 | 0.0272705473455946 |
66 | 3.337126301 | 3.24354741114967 | 0.0935788898503307 |
67 | 3.475542679 | 3.56164724670649 | -0.0861045677064923 |
68 | 3.381567219 | 3.38409140454149 | -0.00252418554148938 |
69 | 3.28909133 | 3.30691597673826 | -0.0178246467382564 |
70 | 3.338740819 | 3.28495494346426 | 0.0537858755357414 |
71 | 3.321477767 | 3.17374748244719 | 0.14773028455281 |
72 | 3.282189656 | 3.17935147547396 | 0.102838180526037 |
73 | 3.219583634 | 3.22425417595889 | -0.00467054195889334 |
74 | 3.306191303 | 3.37478262351922 | -0.0685913205192222 |
75 | 3.306403039 | 3.30129891124128 | 0.00510412775871726 |
76 | 3.161359411 | 3.18037301747363 | -0.0190136064736299 |
77 | 3.296751508 | 3.33939911801759 | -0.042647610017595 |
78 | 3.01507042 | 3.04296521932216 | -0.0278947993221646 |
79 | 3.318848699 | 3.30795955400055 | 0.0108891449994533 |
80 | 3.269542588 | 3.2105005953936 | 0.0590419926064019 |
81 | 3.220710738 | 3.26530849223372 | -0.0445977542337154 |
82 | 3.433838202 | 3.32654952857986 | 0.10728867342014 |
83 | 3.391872373 | 3.29075165195466 | 0.101120721045336 |
84 | 3.298186791 | 3.33064324297698 | -0.0324564519769848 |
85 | 3.202351214 | 3.22363609901354 | -0.0212848850135431 |
86 | 3.239073925 | 3.22437707518322 | 0.0146968498167796 |
87 | 3.16449742 | 3.12831668816522 | 0.0361807318347793 |
88 | 3.51219779 | 3.53159447981432 | -0.0193966898143188 |
89 | 3.225170333 | 3.11856894129259 | 0.106601391707405 |
90 | 3.316088958 | 3.3097580401563 | 0.00633091784369598 |
91 | 3.043617742 | 2.97244452652713 | 0.0711732154728671 |
92 | 3.171053229 | 3.14473539493406 | 0.0263178340659395 |
93 | 3.190374416 | 3.17250382933081 | 0.0178705866691913 |
94 | 3.144182912 | 3.05140582207244 | 0.0927770899275641 |
95 | 3.447015513 | 3.4253759069369 | 0.0216396060630981 |
96 | 3.388930904 | 3.37541301304041 | 0.0135178909595864 |
97 | 3.230909983 | 3.48794907782071 | -0.257039094820707 |
98 | 3.334810581 | 3.26887439991085 | 0.0659361810891466 |
99 | 3.296550075 | 3.32237154438889 | -0.0258214693888853 |
100 | 3.213100481 | 3.15383744118927 | 0.0592630398107319 |
101 | 3.359322749 | 3.38185605007146 | -0.0225333010714582 |
102 | 3.391681398 | 3.29129259168719 | 0.100388806312807 |
103 | 3.260344897 | 3.22407433548652 | 0.0362705615134803 |
104 | 3.297500987 | 3.22427769453919 | 0.0732232924608147 |
105 | 3.376358574 | 3.34822847778772 | 0.0281300962122828 |
106 | 3.42107616 | 3.6002685694294 | -0.179192409429402 |
107 | 3.060303396 | 3.09785216320467 | -0.0375487672046656 |
108 | 3.474845309 | 3.46436538436523 | 0.0104799246347667 |
109 | 3.3660777 | 3.39632931036167 | -0.0302516103616712 |
110 | 3.37661489 | 3.3639921912388 | 0.0126226987612043 |
111 | 3.223370493 | 3.18782579872389 | 0.0355446942761141 |
112 | 2.86163539 | 2.96773400896665 | -0.106098618966649 |
113 | 3.246237736 | 3.17588947171624 | 0.0703482642837594 |
114 | 3.264159459 | 3.25862690702719 | 0.00553255197280649 |
115 | 3.330334326 | 3.32733590658696 | 0.00299841941304471 |
116 | 3.381078218 | 3.38489474255487 | -0.00381652455487046 |
117 | 3.359750092 | 3.21786765826853 | 0.141882433731469 |
118 | 3.10598121 | 3.12568590866663 | -0.0197046986666256 |
119 | 3.084378504 | 3.1250528595323 | -0.0406743555322969 |
120 | 3.196912787 | 3.15558496973315 | 0.0413278172668489 |
121 | 2.96168116 | 3.02008409522335 | -0.0584029352233453 |
122 | 3.178989684 | 3.17083804602 | 0.00815163798000394 |
123 | 3.109907189 | 3.23877999768983 | -0.128872808689827 |
124 | 3.365324233 | 3.21740367409541 | 0.147920558904595 |
125 | 3.048626753 | 2.94578175050063 | 0.102845002499369 |
126 | 3.113716178 | 3.02955188142897 | 0.0841642965710273 |
127 | 3.112249029 | 3.13572014945548 | -0.0234711204554842 |
128 | 3.392300679 | 3.42134775904933 | -0.0290470800493276 |
129 | 2.688139407 | 2.82437514276472 | -0.13623573576472 |
130 | 2.850224414 | 2.90537040874687 | -0.0551459947468683 |
131 | 3.239440287 | 3.27957019659589 | -0.0401299095958881 |
132 | 2.964030376 | 2.90877944788262 | 0.0552509281173777 |
133 | 3.10738375 | 3.22695096359449 | -0.119567213594489 |
134 | 3.194921123 | 3.2347686588548 | -0.0398475358548013 |
135 | 3.481994422 | 3.39972199370137 | 0.0822724282986304 |
136 | 2.665545273 | 2.80914910365358 | -0.143603830653579 |
137 | 3.3426323 | 3.22690400855942 | 0.115728291440584 |
138 | 2.684773093 | 2.95061259860886 | -0.265839505608864 |
139 | 2.772692669 | 2.88501398166893 | -0.112321312668933 |
140 | 2.883091932 | 2.9583120406639 | -0.0752201086638992 |
141 | 3.193042217 | 3.17732670363188 | 0.0157155133681152 |
142 | 3.081329075 | 3.00581009241503 | 0.0755189825849728 |
143 | 3.393995313 | 3.43025604864354 | -0.0362607356435358 |
144 | 3.30085889 | 3.30240082405007 | -0.00154193405007409 |
145 | 3.039556987 | 3.11468287008725 | -0.0751258830872541 |
146 | 3.185133106 | 3.2116831544041 | -0.0265500484041027 |
147 | 3.100940311 | 3.12161515618179 | -0.0206748451817912 |
148 | 2.826719943 | 2.88288476993472 | -0.0561648269347163 |
149 | 3.23655568 | 3.22693181494361 | 0.00962386505638986 |
150 | 3.430035081 | 3.43266461600246 | -0.00262953500246468 |
151 | 3.279039575 | 3.2415281819024 | 0.0375113930975984 |
152 | 3.13138611 | 3.08016631124269 | 0.0512197987573077 |
153 | 3.493396784 | 3.53889365714669 | -0.0454968731466887 |
154 | 3.40187326 | 3.38561717884768 | 0.0162560811523214 |
155 | 3.516745024 | 3.63181756138401 | -0.115072537384012 |
156 | 3.250848673 | 3.15491952858794 | 0.0959291444120582 |
157 | 3.104130954 | 2.9943603237427 | 0.109770630257302 |
158 | 3.059827581 | 3.09111748182402 | -0.0312899008240154 |
159 | 3.372186728 | 3.33287989051596 | 0.0393068374840385 |
160 | 3.51728922 | 3.60295742857046 | -0.0856682085704647 |
161 | 3.055453733 | 3.14273725654003 | -0.0872835235400256 |
162 | 3.165077624 | 3.09490597427393 | 0.070171649726072 |
163 | 3.489699429 | 3.57586058641003 | -0.0861611574100337 |
164 | 3.191537047 | 3.21317972683307 | -0.0216426798330719 |
165 | 3.334100768 | 3.26599510205005 | 0.0681056659499456 |
166 | 3.265783524 | 3.24411344261501 | 0.0216700813849936 |
167 | 3.216193893 | 3.12418108336833 | 0.09201280963167 |
168 | 3.153506379 | 3.05409443937622 | 0.099411939623779 |
169 | 3.401161271 | 3.19602468721066 | 0.205136583789336 |
170 | 3.462464297 | 3.51326825814293 | -0.0508039611429292 |
171 | 3.320285857 | 3.30225294250884 | 0.0180329144911552 |
172 | 3.280470795 | 3.20708709559574 | 0.0733836994042555 |
173 | 3.407063377 | 3.44755486619782 | -0.0404914891978174 |
174 | 3.120793693 | 3.33659455946191 | -0.215800866461907 |
175 | 3.203361134 | 3.06868265955253 | 0.134678474447466 |
176 | 3.326310128 | 3.3656765908774 | -0.0393664628773976 |
177 | 3.083847007 | 3.02169515757213 | 0.0621518494278735 |
178 | 3.365000845 | 3.41427729505634 | -0.0492764500563397 |
179 | 3.20265798 | 3.0598201377795 | 0.142837842220499 |
180 | 3.018451651 | 3.02157096747091 | -0.00311931647091219 |
181 | 3.04467875 | 3.1447256415766 | -0.100046891576596 |
182 | 2.57267948 | 2.77484964021016 | -0.20217016021016 |
183 | 3.295753939 | 3.22490293506669 | 0.0708510039333114 |
184 | 3.429287942 | 3.42005054881821 | 0.00923739318178951 |
185 | 2.398201326 | 2.76737346026396 | -0.369172134263964 |
186 | 2.882860791 | 2.84770019217415 | 0.0351605988258527 |
187 | 2.618139172 | 2.76769991521796 | -0.149560743217962 |
188 | 3.197007233 | 3.10550591818446 | 0.0915013148155389 |
189 | 3.092687321 | 3.11124988962825 | -0.0185625686282483 |
190 | 3.239705923 | 3.13541033380311 | 0.104295589196887 |
191 | 3.101897238 | 3.01858549392293 | 0.0833117440770691 |
192 | 3.038641134 | 3.03851727962855 | 0.000123854371451144 |
193 | 2.951212462 | 3.10244847561726 | -0.151236013617257 |
194 | 3.212192889 | 3.14263647320898 | 0.0695564157910164 |
195 | 3.160300918 | 3.0704971745456 | 0.0898037434543954 |
196 | 3.01228975 | 3.01111079717486 | 0.00117895282513656 |
197 | 2.980670224 | 2.96244761931963 | 0.0182226046803701 |
198 | 3.106525114 | 3.08708598041905 | 0.0194391335809511 |
199 | 3.008543881 | 2.99711731296697 | 0.0114265680330299 |
200 | 3.029700059 | 2.97073654693972 | 0.0589635120602759 |
201 | 2.89846558 | 2.96576082316072 | -0.0672952431607179 |
202 | 3.20114478 | 3.07434880341924 | 0.126795976580756 |
203 | 3.132534498 | 3.06488824599152 | 0.0676462520084819 |
204 | 3.074684105 | 3.09055810539255 | -0.0158740003925503 |
205 | 2.868136691 | 2.95543425878078 | -0.0872975677807784 |
206 | 3.031148789 | 3.01572592786073 | 0.0154228611392663 |
207 | 3.295566252 | 3.10437926269898 | 0.191186989301017 |
208 | 3.198540761 | 3.06764639279379 | 0.130894368206213 |
209 | 3.174319192 | 3.08179855464352 | 0.0925206373564842 |
210 | 3.084276863 | 2.98351175334024 | 0.100765109659762 |
211 | 3.168689696 | 3.07209715094572 | 0.0965925450542767 |
212 | 2.918800006 | 2.95925011772491 | -0.0404501117249083 |
213 | 3.047003322 | 2.98519496262378 | 0.0618083593762236 |
214 | 2.950164898 | 3.06533801336618 | -0.115173115366181 |
215 | 2.922042953 | 2.99590155832278 | -0.0738586053227781 |
216 | 2.959060874 | 3.00375183166187 | -0.044690957661868 |
217 | 2.937064306 | 2.95771569854129 | -0.0206513925412926 |
218 | 2.980737469 | 2.97736628138545 | 0.00337118761455501 |
219 | 3.04360293 | 2.93485486795174 | 0.10874806204826 |
220 | 3.025933091 | 3.04596185569306 | -0.0200287646930644 |
221 | 3.119678925 | 3.15759286393199 | -0.0379139389319858 |
222 | 3.101766482 | 3.19252385981669 | -0.0907573778166911 |
223 | 2.991751124 | 2.97882512921564 | 0.0129259947843597 |
224 | 2.768975577 | 2.89664445687292 | -0.12766887987292 |
225 | 3.201906854 | 3.11680785954214 | 0.0850989944578584 |
226 | 3.014820069 | 2.92654085873086 | 0.088279210269136 |
227 | 2.969950443 | 3.01485708073436 | -0.0449066377343643 |
228 | 2.961172129 | 3.02125825382897 | -0.0600861248289747 |
229 | 3.020467046 | 3.15019691410211 | -0.129729868102113 |
230 | 2.775805966 | 2.94495920371375 | -0.169153237713754 |
231 | 3.045405083 | 3.04025644316967 | 0.00514863983033473 |
232 | 3.065933296 | 3.07745636144976 | -0.0115230654497565 |
233 | 2.903070932 | 2.96657020556965 | -0.063499273569654 |
234 | 2.981878508 | 3.05082486382461 | -0.0689463558246119 |
235 | 2.938487555 | 2.99295460677718 | -0.0544670517771793 |
236 | 3.251625863 | 3.06893040035483 | 0.18269546264517 |
237 | 2.881610915 | 2.95744120178512 | -0.0758302867851151 |
238 | 3.015304447 | 3.03313987582767 | -0.0178354288276663 |
239 | 2.828035732 | 2.94154598555433 | -0.113510253554329 |
240 | 3.081871163 | 3.02461065283395 | 0.0572605101660532 |
241 | 3.211251212 | 3.1594553732727 | 0.0517958387273029 |
242 | 2.914693877 | 2.96993463109417 | -0.0552407540941662 |
243 | 2.911391551 | 2.95542946394709 | -0.0440379129470873 |
244 | 3.002669872 | 2.97385872905921 | 0.02881114294079 |
245 | 3.05776495 | 3.02862211566083 | 0.0291428343391746 |
246 | 3.115299727 | 3.13245558405164 | -0.0171558570516365 |
247 | 3.064169308 | 2.9646568312192 | 0.0995124767807989 |
248 | 3.060778535 | 2.96342447864252 | 0.0973540563574837 |
249 | 2.799690732 | 2.88358537782183 | -0.0838946458218307 |
250 | 3.235454896 | 3.15089814825286 | 0.0845567477471416 |
251 | 3.106426846 | 3.07088146446695 | 0.0355453815330456 |
252 | 2.643467633 | 2.78879301194138 | -0.145325378941376 |
253 | 3.105695081 | 3.05194868100613 | 0.0537463999938655 |
254 | 3.062605914 | 3.04114662249208 | 0.0214592915079224 |
255 | 2.767635006 | 2.84826891161391 | -0.0806339056139141 |
256 | 2.775220343 | 2.91736947536442 | -0.14214913236442 |
257 | 3.074886491 | 3.00351916652696 | 0.0713673244730428 |
258 | 2.965118675 | 2.93669373968664 | 0.0284249353133638 |
259 | 2.840518675 | 2.8759575565157 | -0.0354388815156955 |
260 | 2.737903319 | 2.9200245867168 | -0.182121267716802 |
261 | 3.028609336 | 2.99944975061254 | 0.0291595853874594 |
262 | 2.821177538 | 2.85795620945455 | -0.0367786714545457 |
263 | 2.925476806 | 2.96606975088118 | -0.0405929448811808 |
264 | 2.901766844 | 2.94215700183506 | -0.0403901578350617 |
265 | 3.055917972 | 2.98290721656718 | 0.0730107554328241 |
266 | 2.974788928 | 3.01067891354097 | -0.0358899855409748 |
267 | 2.952134253 | 2.9486749915418 | 0.00345926145820435 |
268 | 3.162122445 | 2.98366499281459 | 0.178457452185415 |
269 | 3.027491682 | 3.06202496377971 | -0.0345332817797059 |
270 | 3.117943498 | 3.08028585370225 | 0.0376576442977468 |
271 | 3.001801066 | 2.95771186751453 | 0.0440891984854725 |
272 | 2.862435185 | 2.8600874162311 | 0.00234776876890072 |
273 | 3.12211313 | 3.04228492639131 | 0.0798282036086921 |
274 | 2.96571545 | 2.92151017800424 | 0.0442052719957608 |
275 | 2.997400864 | 3.0455850421389 | -0.0481841781389041 |
276 | 2.919895484 | 2.91481971217798 | 0.00507577182202291 |
277 | 2.648998252 | 2.81883752440215 | -0.169839272402151 |
278 | 3.064176271 | 3.02061122139264 | 0.0435650496073551 |
279 | 3.055089032 | 2.97999346138516 | 0.0750955706148369 |
280 | 3.032288667 | 3.00977768249321 | 0.0225109845067877 |
281 | 3.072541479 | 2.99461962439493 | 0.0779218546050741 |
282 | 3.078905472 | 3.00628842131093 | 0.0726170506890726 |
283 | 2.841193783 | 2.84571748468924 | -0.00452370168923882 |
284 | 2.974843706 | 2.95617384550666 | 0.0186698604933424 |
285 | 2.907418992 | 3.01944600550917 | -0.112027013509167 |
286 | 2.938283159 | 2.94021136449119 | -0.00192820549119104 |
287 | 2.968413029 | 2.97048655292159 | -0.00207352392159239 |
288 | 3.010882379 | 2.99829450973771 | 0.0125878692622903 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
9 | 0.729192668273071 | 0.541614663453858 | 0.270807331726929 |
10 | 0.593177798170657 | 0.813644403658686 | 0.406822201829343 |
11 | 0.450575750094916 | 0.901151500189831 | 0.549424249905084 |
12 | 0.336578986136667 | 0.673157972273334 | 0.663421013863333 |
13 | 0.246751201385078 | 0.493502402770157 | 0.753248798614922 |
14 | 0.173636560693083 | 0.347273121386165 | 0.826363439306917 |
15 | 0.160189247847321 | 0.320378495694641 | 0.839810752152679 |
16 | 0.686942525606664 | 0.626114948786673 | 0.313057474393336 |
17 | 0.609009882375352 | 0.781980235249295 | 0.390990117624648 |
18 | 0.560726490825813 | 0.878547018348374 | 0.439273509174187 |
19 | 0.555988646323006 | 0.888022707353987 | 0.444011353676994 |
20 | 0.479222279373439 | 0.958444558746878 | 0.520777720626561 |
21 | 0.416318322978675 | 0.83263664595735 | 0.583681677021325 |
22 | 0.533269668154421 | 0.933460663691158 | 0.466730331845579 |
23 | 0.475355562843964 | 0.950711125687929 | 0.524644437156036 |
24 | 0.409967547611635 | 0.819935095223269 | 0.590032452388365 |
25 | 0.561660613091326 | 0.876678773817348 | 0.438339386908674 |
26 | 0.525663520491726 | 0.948672959016548 | 0.474336479508274 |
27 | 0.461644814928005 | 0.923289629856009 | 0.538355185071995 |
28 | 0.406533057189335 | 0.813066114378671 | 0.593466942810665 |
29 | 0.357865967256356 | 0.715731934512711 | 0.642134032743644 |
30 | 0.333962695537507 | 0.667925391075014 | 0.666037304462493 |
31 | 0.279964584538065 | 0.559929169076129 | 0.720035415461935 |
32 | 0.238700203905142 | 0.477400407810284 | 0.761299796094858 |
33 | 0.235083170715667 | 0.470166341431335 | 0.764916829284333 |
34 | 0.201591707349325 | 0.403183414698651 | 0.798408292650675 |
35 | 0.167431355236626 | 0.334862710473251 | 0.832568644763374 |
36 | 0.156421146439271 | 0.312842292878541 | 0.843578853560729 |
37 | 0.16691279829421 | 0.33382559658842 | 0.83308720170579 |
38 | 0.161195871088379 | 0.322391742176758 | 0.838804128911621 |
39 | 0.983059376010007 | 0.0338812479799869 | 0.0169406239899934 |
40 | 0.98115423833264 | 0.03769152333472 | 0.01884576166736 |
41 | 0.984899266933366 | 0.030201466133267 | 0.0151007330666335 |
42 | 0.980729164837471 | 0.0385416703250578 | 0.0192708351625289 |
43 | 0.97457878745579 | 0.05084242508842 | 0.02542121254421 |
44 | 0.966899435006588 | 0.0662011299868247 | 0.0331005649934124 |
45 | 0.957308885157078 | 0.0853822296858443 | 0.0426911148429221 |
46 | 0.945744168355495 | 0.108511663289009 | 0.0542558316445047 |
47 | 0.933267780442622 | 0.133464439114756 | 0.0667322195573782 |
48 | 0.91702422139231 | 0.165951557215381 | 0.0829757786076903 |
49 | 0.940865378735982 | 0.118269242528035 | 0.0591346212640177 |
50 | 0.936683539608335 | 0.12663292078333 | 0.0633164603916651 |
51 | 0.921680298056212 | 0.156639403887576 | 0.0783197019437881 |
52 | 0.911321413557297 | 0.177357172885405 | 0.0886785864427027 |
53 | 0.925963337912043 | 0.148073324175914 | 0.0740366620879569 |
54 | 0.912674734124391 | 0.174650531751218 | 0.0873252658756092 |
55 | 0.898332238999721 | 0.203335522000557 | 0.101667761000279 |
56 | 0.937212006557819 | 0.125575986884362 | 0.0627879934421808 |
57 | 0.934713023564938 | 0.130573952870125 | 0.0652869764350624 |
58 | 0.920086201707793 | 0.159827596584413 | 0.0799137982922066 |
59 | 0.923352385106453 | 0.153295229787093 | 0.0766476148935466 |
60 | 0.907685243945541 | 0.184629512108917 | 0.0923147560544586 |
61 | 0.902564003946702 | 0.194871992106596 | 0.0974359960532981 |
62 | 0.909897981535234 | 0.180204036929531 | 0.0901020184647656 |
63 | 0.905317954970519 | 0.189364090058963 | 0.0946820450294814 |
64 | 0.888842594532079 | 0.222314810935841 | 0.111157405467921 |
65 | 0.869550154272492 | 0.260899691455015 | 0.130449845727508 |
66 | 0.870503387516213 | 0.258993224967574 | 0.129496612483787 |
67 | 0.865404955315194 | 0.269190089369611 | 0.134595044684806 |
68 | 0.842911147916814 | 0.314177704166372 | 0.157088852083186 |
69 | 0.819059382917869 | 0.361881234164261 | 0.180940617082131 |
70 | 0.808441701366024 | 0.383116597267953 | 0.191558298633976 |
71 | 0.845248147980683 | 0.309503704038634 | 0.154751852019317 |
72 | 0.843592082597495 | 0.312815834805009 | 0.156407917402505 |
73 | 0.820672152247426 | 0.358655695505148 | 0.179327847752574 |
74 | 0.808153109644949 | 0.383693780710102 | 0.191846890355051 |
75 | 0.782475063530988 | 0.435049872938024 | 0.217524936469012 |
76 | 0.764869672686035 | 0.470260654627929 | 0.235130327313965 |
77 | 0.739829049050713 | 0.520341901898573 | 0.260170950949287 |
78 | 0.713674966330915 | 0.57265006733817 | 0.286325033669085 |
79 | 0.681081836497367 | 0.637836327005266 | 0.318918163502633 |
80 | 0.65593909921767 | 0.688121801564659 | 0.34406090078233 |
81 | 0.642507322432647 | 0.714985355134706 | 0.357492677567353 |
82 | 0.651118533898838 | 0.697762932202324 | 0.348881466101162 |
83 | 0.652009971157234 | 0.695980057685532 | 0.347990028842766 |
84 | 0.632167853114181 | 0.735664293771638 | 0.367832146885819 |
85 | 0.604080425091346 | 0.791839149817308 | 0.395919574908654 |
86 | 0.568589999395772 | 0.862820001208456 | 0.431410000604228 |
87 | 0.537389229216822 | 0.925221541566355 | 0.462610770783178 |
88 | 0.502756350755118 | 0.994487298489765 | 0.497243649244882 |
89 | 0.52326167524889 | 0.953476649502221 | 0.47673832475111 |
90 | 0.48919117646934 | 0.978382352938681 | 0.51080882353066 |
91 | 0.467808766438244 | 0.935617532876488 | 0.532191233561756 |
92 | 0.436837830617578 | 0.873675661235157 | 0.563162169382422 |
93 | 0.405152733067056 | 0.810305466134111 | 0.594847266932944 |
94 | 0.399988461378533 | 0.799976922757067 | 0.600011538621467 |
95 | 0.38338658594353 | 0.766773171887061 | 0.61661341405647 |
96 | 0.350502503357908 | 0.701005006715817 | 0.649497496642092 |
97 | 0.623235519193825 | 0.75352896161235 | 0.376764480806175 |
98 | 0.6067894457674 | 0.786421108465199 | 0.3932105542326 |
99 | 0.578791720010968 | 0.842416559978064 | 0.421208279989032 |
100 | 0.555519159237611 | 0.888961681524777 | 0.444480840762389 |
101 | 0.523223985355824 | 0.953552029288352 | 0.476776014644176 |
102 | 0.532500620094514 | 0.934998759810972 | 0.467499379905486 |
103 | 0.502004360981878 | 0.995991278036243 | 0.497995639018122 |
104 | 0.488387321378502 | 0.976774642757004 | 0.511612678621498 |
105 | 0.459838655668365 | 0.91967731133673 | 0.540161344331635 |
106 | 0.559738633299571 | 0.880522733400857 | 0.440261366700429 |
107 | 0.536177917175558 | 0.927644165648885 | 0.463822082824442 |
108 | 0.503052026578575 | 0.99389594684285 | 0.496947973421425 |
109 | 0.471203535254103 | 0.942407070508206 | 0.528796464745897 |
110 | 0.437763543496368 | 0.875527086992737 | 0.562236456503632 |
111 | 0.407678389481497 | 0.815356778962994 | 0.592321610518503 |
112 | 0.445069077210605 | 0.890138154421209 | 0.554930922789395 |
113 | 0.426782717372829 | 0.853565434745658 | 0.573217282627171 |
114 | 0.39356375178885 | 0.787127503577699 | 0.60643624821115 |
115 | 0.360320083120748 | 0.720640166241497 | 0.639679916879252 |
116 | 0.328796892844134 | 0.657593785688269 | 0.671203107155866 |
117 | 0.371017626568984 | 0.742035253137967 | 0.628982373431016 |
118 | 0.344191272181578 | 0.688382544363156 | 0.655808727818422 |
119 | 0.325177148534311 | 0.650354297068623 | 0.674822851465689 |
120 | 0.297970395052734 | 0.595940790105469 | 0.702029604947266 |
121 | 0.291252322738584 | 0.582504645477167 | 0.708747677261416 |
122 | 0.265265098727521 | 0.530530197455041 | 0.734734901272479 |
123 | 0.298669715446877 | 0.597339430893754 | 0.701330284553123 |
124 | 0.358603119976688 | 0.717206239953376 | 0.641396880023312 |
125 | 0.358411131922111 | 0.716822263844222 | 0.641588868077889 |
126 | 0.348528647916043 | 0.697057295832086 | 0.651471352083957 |
127 | 0.322116458089379 | 0.644232916178757 | 0.677883541910621 |
128 | 0.293973149884724 | 0.587946299769447 | 0.706026850115276 |
129 | 0.364581365095385 | 0.729162730190769 | 0.635418634904615 |
130 | 0.354754099145963 | 0.709508198291926 | 0.645245900854037 |
131 | 0.329929852675074 | 0.659859705350147 | 0.670070147324926 |
132 | 0.311048214270001 | 0.622096428540003 | 0.688951785729999 |
133 | 0.353527809045124 | 0.707055618090248 | 0.646472190954876 |
134 | 0.329132586550148 | 0.658265173100296 | 0.670867413449852 |
135 | 0.325200655963311 | 0.650401311926622 | 0.674799344036689 |
136 | 0.391285758669275 | 0.78257151733855 | 0.608714241330725 |
137 | 0.416288201955224 | 0.832576403910447 | 0.583711798044776 |
138 | 0.682385243032269 | 0.635229513935462 | 0.317614756967731 |
139 | 0.699875090867504 | 0.600249818264992 | 0.300124909132496 |
140 | 0.693521823136054 | 0.612956353727892 | 0.306478176863946 |
141 | 0.664337851387239 | 0.671324297225522 | 0.335662148612761 |
142 | 0.651768077311751 | 0.696463845376499 | 0.348231922688249 |
143 | 0.631801278082111 | 0.736397443835778 | 0.368198721917889 |
144 | 0.602050502573482 | 0.795898994853035 | 0.397949497426518 |
145 | 0.600242673200386 | 0.799514653599227 | 0.399757326799614 |
146 | 0.569163377541088 | 0.861673244917824 | 0.430836622458912 |
147 | 0.536111420856102 | 0.927777158287797 | 0.463888579143898 |
148 | 0.517306562729317 | 0.965386874541365 | 0.482693437270683 |
149 | 0.485147797327239 | 0.970295594654477 | 0.514852202672761 |
150 | 0.451410697083749 | 0.902821394167498 | 0.548589302916251 |
151 | 0.431345851298803 | 0.862691702597607 | 0.568654148701197 |
152 | 0.407113614499139 | 0.814227228998278 | 0.592886385500861 |
153 | 0.387804873454194 | 0.775609746908388 | 0.612195126545806 |
154 | 0.360886012059885 | 0.721772024119769 | 0.639113987940115 |
155 | 0.376161136862226 | 0.752322273724453 | 0.623838863137774 |
156 | 0.395350247473824 | 0.790700494947648 | 0.604649752526176 |
157 | 0.408671206185383 | 0.817342412370767 | 0.591328793814617 |
158 | 0.380802652496526 | 0.761605304993053 | 0.619197347503474 |
159 | 0.3551686170998 | 0.7103372341996 | 0.6448313829002 |
160 | 0.400738716815289 | 0.801477433630578 | 0.599261283184711 |
161 | 0.394625591440178 | 0.789251182880356 | 0.605374408559822 |
162 | 0.377957517391665 | 0.75591503478333 | 0.622042482608335 |
163 | 0.43610737706322 | 0.87221475412644 | 0.56389262293678 |
164 | 0.408658597177204 | 0.817317194354408 | 0.591341402822796 |
165 | 0.403461952379393 | 0.806923904758786 | 0.596538047620607 |
166 | 0.371302597402403 | 0.742605194804807 | 0.628697402597597 |
167 | 0.369111737863264 | 0.738223475726528 | 0.630888262136736 |
168 | 0.389310500014053 | 0.778621000028106 | 0.610689499985947 |
169 | 0.499027907643994 | 0.998055815287988 | 0.500972092356006 |
170 | 0.576200145577668 | 0.847599708844664 | 0.423799854422332 |
171 | 0.546380295338064 | 0.907239409323871 | 0.453619704661936 |
172 | 0.527780155088565 | 0.944439689822869 | 0.472219844911435 |
173 | 0.511595500337577 | 0.976808999324845 | 0.488404499662423 |
174 | 0.659290830315145 | 0.681418339369709 | 0.340709169684855 |
175 | 0.67041957093156 | 0.659160858136881 | 0.32958042906844 |
176 | 0.696116882425762 | 0.607766235148475 | 0.303883117574238 |
177 | 0.682619631690958 | 0.634760736618084 | 0.317380368309042 |
178 | 0.740907053506356 | 0.518185892987287 | 0.259092946493644 |
179 | 0.775727573134375 | 0.448544853731249 | 0.224272426865625 |
180 | 0.75106952923603 | 0.49786094152794 | 0.24893047076397 |
181 | 0.807600789157903 | 0.384798421684194 | 0.192399210842097 |
182 | 0.879735867925104 | 0.240528264149791 | 0.120264132074895 |
183 | 0.865159302525005 | 0.269681394949989 | 0.134840697474995 |
184 | 0.891287307721996 | 0.217425384556008 | 0.108712692278004 |
185 | 0.994994217179689 | 0.0100115656406229 | 0.00500578282031146 |
186 | 0.994378625152733 | 0.011242749694533 | 0.00562137484726651 |
187 | 0.995437394654027 | 0.00912521069194651 | 0.00456260534597326 |
188 | 0.994765201720053 | 0.0104695965598944 | 0.00523479827994722 |
189 | 0.993255802748827 | 0.0134883945023463 | 0.00674419725117316 |
190 | 0.992399770481113 | 0.0152004590377746 | 0.00760022951888728 |
191 | 0.992880160303905 | 0.0142396793921901 | 0.00711983969609504 |
192 | 0.991493712996237 | 0.0170125740075263 | 0.00850628700376313 |
193 | 0.994827961549914 | 0.0103440769001722 | 0.00517203845008609 |
194 | 0.993538191260464 | 0.0129236174790713 | 0.00646180873953567 |
195 | 0.992320190751986 | 0.0153596184960273 | 0.00767980924801367 |
196 | 0.99021552811585 | 0.0195689437683 | 0.00978447188414999 |
197 | 0.987465327781123 | 0.0250693444377533 | 0.0125346722188766 |
198 | 0.984669549338062 | 0.0306609013238752 | 0.0153304506619376 |
199 | 0.980596369238728 | 0.0388072615225446 | 0.0194036307612723 |
200 | 0.978962447294999 | 0.0420751054100012 | 0.0210375527050006 |
201 | 0.974871568685504 | 0.0502568626289929 | 0.0251284313144964 |
202 | 0.976216518547877 | 0.0475669629042459 | 0.0237834814521229 |
203 | 0.972404398198029 | 0.055191203603941 | 0.0275956018019705 |
204 | 0.967372833254857 | 0.0652543334902866 | 0.0326271667451433 |
205 | 0.963315652290516 | 0.073368695418969 | 0.0366843477094845 |
206 | 0.954775741290333 | 0.0904485174193331 | 0.0452242587096666 |
207 | 0.973547243123917 | 0.052905513752165 | 0.0264527568760825 |
208 | 0.979256035260875 | 0.0414879294782506 | 0.0207439647391253 |
209 | 0.979051126141978 | 0.041897747716045 | 0.0209488738580225 |
210 | 0.979429588535227 | 0.0411408229295469 | 0.0205704114647735 |
211 | 0.979467909847275 | 0.0410641803054507 | 0.0205320901527254 |
212 | 0.974500306769629 | 0.0509993864607428 | 0.0254996932303714 |
213 | 0.972551669399006 | 0.0548966612019887 | 0.0274483306009944 |
214 | 0.976578638912029 | 0.0468427221759421 | 0.023421361087971 |
215 | 0.972254147276757 | 0.0554917054464862 | 0.0277458527232431 |
216 | 0.967728210313537 | 0.064543579372926 | 0.032271789686463 |
217 | 0.959955062852266 | 0.0800898742954674 | 0.0400449371477337 |
218 | 0.95144520341477 | 0.0971095931704591 | 0.0485547965852295 |
219 | 0.966224376763136 | 0.067551246473729 | 0.0337756232368645 |
220 | 0.95781387841409 | 0.0843722431718208 | 0.0421861215859104 |
221 | 0.959360470919242 | 0.0812790581615151 | 0.0406395290807576 |
222 | 0.97878018318314 | 0.0424396336337202 | 0.0212198168168601 |
223 | 0.973687107458707 | 0.0526257850825863 | 0.0263128925412932 |
224 | 0.971297572357167 | 0.057404855285666 | 0.028702427642833 |
225 | 0.964714988667186 | 0.070570022665629 | 0.0352850113328145 |
226 | 0.964778985070863 | 0.0704420298582738 | 0.0352210149291369 |
227 | 0.958644305060538 | 0.0827113898789237 | 0.0413556949394619 |
228 | 0.957118743752742 | 0.0857625124945158 | 0.0428812562472579 |
229 | 0.988363973635081 | 0.0232720527298374 | 0.0116360263649187 |
230 | 0.993021138007744 | 0.0139577239845113 | 0.00697886199225563 |
231 | 0.990754025120382 | 0.0184919497592356 | 0.00924597487961779 |
232 | 0.99109733131234 | 0.0178053373753208 | 0.00890266868766041 |
233 | 0.989088383343286 | 0.0218232333134274 | 0.0109116166567137 |
234 | 0.990344583919506 | 0.0193108321609877 | 0.00965541608049385 |
235 | 0.988047152209233 | 0.023905695581534 | 0.011952847790767 |
236 | 0.994310670526552 | 0.0113786589468953 | 0.00568932947344765 |
237 | 0.99311004106728 | 0.0137799178654409 | 0.00688995893272043 |
238 | 0.990829377786149 | 0.0183412444277023 | 0.00917062221385116 |
239 | 0.992112848899333 | 0.0157743022013341 | 0.00788715110066705 |
240 | 0.989506218873417 | 0.0209875622531659 | 0.0104937811265829 |
241 | 0.986739529299319 | 0.0265209414013625 | 0.0132604707006812 |
242 | 0.983790379653859 | 0.0324192406922814 | 0.0162096203461407 |
243 | 0.978941926263212 | 0.0421161474735768 | 0.0210580737367884 |
244 | 0.971951841920903 | 0.0560963161581934 | 0.0280481580790967 |
245 | 0.962447691959613 | 0.0751046160807739 | 0.037552308040387 |
246 | 0.976095528093138 | 0.0478089438137238 | 0.0239044719068619 |
247 | 0.982723311345979 | 0.0345533773080417 | 0.0172766886540208 |
248 | 0.982189947675809 | 0.0356201046483817 | 0.0178100523241909 |
249 | 0.980418827474563 | 0.0391623450508745 | 0.0195811725254373 |
250 | 0.974139201253103 | 0.051721597493793 | 0.0258607987468965 |
251 | 0.964962349832293 | 0.0700753003354131 | 0.0350376501677066 |
252 | 0.964410222096021 | 0.0711795558079582 | 0.0355897779039791 |
253 | 0.952439344463346 | 0.095121311073308 | 0.047560655536654 |
254 | 0.935683722365975 | 0.12863255526805 | 0.0643162776340251 |
255 | 0.91947240912099 | 0.16105518175802 | 0.08052759087901 |
256 | 0.96056310099825 | 0.0788737980035005 | 0.0394368990017503 |
257 | 0.950819332146326 | 0.0983613357073489 | 0.0491806678536745 |
258 | 0.951237980454517 | 0.0975240390909656 | 0.0487620195454828 |
259 | 0.93228692887319 | 0.13542614225362 | 0.0677130711268099 |
260 | 0.952636707439857 | 0.0947265851202851 | 0.0473632925601425 |
261 | 0.933177695594172 | 0.133644608811657 | 0.0668223044058285 |
262 | 0.907290356939515 | 0.18541928612097 | 0.0927096430604852 |
263 | 0.888416560715044 | 0.223166878569912 | 0.111583439284956 |
264 | 0.86145298108253 | 0.277094037834939 | 0.13854701891747 |
265 | 0.829412473072578 | 0.341175053854844 | 0.170587526927422 |
266 | 0.805615472623644 | 0.388769054752713 | 0.194384527376356 |
267 | 0.749383602216127 | 0.501232795567747 | 0.250616397783874 |
268 | 0.924319755647051 | 0.151360488705898 | 0.075680244352949 |
269 | 0.911189188856435 | 0.177621622287129 | 0.0888108111435646 |
270 | 0.871907389150175 | 0.25618522169965 | 0.128092610849825 |
271 | 0.84332111405689 | 0.31335777188622 | 0.15667888594311 |
272 | 0.777237815612918 | 0.445524368774165 | 0.222762184387082 |
273 | 0.715151616264766 | 0.569696767470468 | 0.284848383735234 |
274 | 0.690243696718992 | 0.619512606562016 | 0.309756303281008 |
275 | 0.655645193961098 | 0.688709612077803 | 0.344354806038902 |
276 | 0.556950673462208 | 0.886098653075584 | 0.443049326537792 |
277 | 0.95036278940528 | 0.0992744211894403 | 0.0496372105947201 |
278 | 0.896325008119422 | 0.207349983761155 | 0.103674991880578 |
279 | 0.845603953640671 | 0.308792092718659 | 0.154396046359329 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 1 | 0.003690036900369 | OK |
5% type I error level | 46 | 0.169741697416974 | NOK |
10% type I error level | 81 | 0.298892988929889 | NOK |