Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 6943.13839449634 -8634.04011354571pop[t] + 54.6308630677891pageviews[t] + 15.5415941936412pageviews_p[t] + 169.584091684584logins[t] -0.854341195300784logins_p[t] -2772.50305872842shared_compendiums[t] + 1791.59253418945shared_compendiums_p[t] + 345.381137625476blogged_computations[t] + 19.1624876528432blogged_computations_p[t] -4517.16576916986compendiums_reviewed[t] + 3450.56225204263compendiums_reviewed_p[t] + 1291.5044154541feedback_messages[t] -744.87728714456feedback_messages_p[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) | 6943.13839449634 | 8937.647961 | 0.7768 | 0.43792 | 0.21896 |
pop | -8634.04011354571 | 11763.551392 | -0.734 | 0.463595 | 0.231798 |
pageviews | 54.6308630677891 | 9.491486 | 5.7558 | 0 | 0 |
pageviews_p | 15.5415941936412 | 10.972847 | 1.4164 | 0.157799 | 0.0789 |
logins | 169.584091684584 | 171.762091 | 0.9873 | 0.324354 | 0.162177 |
logins_p | -0.854341195300784 | 192.938853 | -0.0044 | 0.99647 | 0.498235 |
shared_compendiums | -2772.50305872842 | 1711.068528 | -1.6203 | 0.106307 | 0.053153 |
shared_compendiums_p | 1791.59253418945 | 1882.957172 | 0.9515 | 0.342197 | 0.171099 |
blogged_computations | 345.381137625476 | 243.953783 | 1.4158 | 0.157976 | 0.078988 |
blogged_computations_p | 19.1624876528432 | 264.239937 | 0.0725 | 0.942241 | 0.471121 |
compendiums_reviewed | -4517.16576916986 | 2304.231127 | -1.9604 | 0.050961 | 0.025481 |
compendiums_reviewed_p | 3450.56225204263 | 2523.10162 | 1.3676 | 0.172558 | 0.086279 |
feedback_messages | 1291.5044154541 | 586.059973 | 2.2037 | 0.028374 | 0.014187 |
feedback_messages_p | -744.87728714456 | 645.520949 | -1.1539 | 0.249536 | 0.124768 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.93981236641094 |
R-squared | 0.883247284058931 |
Adjusted R-squared | 0.877728064759899 |
F-TEST (value) | 160.03119937883 |
F-TEST (DF numerator) | 13 |
F-TEST (DF denominator) | 275 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 28791.9527547838 |
Sum Squared Residuals | 227968549444.268 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 163982.73777021 | 46924.2622297904 |
2 | 120982 | 115675.176342698 | 5306.82365730196 |
3 | 176508 | 164162.682721951 | 12345.3172780493 |
4 | 179321 | 234560.155097394 | -55239.1550973944 |
5 | 123185 | 98870.7667554194 | 24314.2332445806 |
6 | 52746 | 59552.1066955642 | -6806.10669556416 |
7 | 385534 | 308375.166068015 | 77158.8339319846 |
8 | 33170 | 45169.9133474761 | -11999.9133474761 |
9 | 101645 | 96791.9185190515 | 4853.08148094851 |
10 | 149061 | 154518.051797243 | -5457.0517972427 |
11 | 165446 | 154180.091195106 | 11265.9088048938 |
12 | 237213 | 200697.879015424 | 36515.1209845759 |
13 | 173326 | 186359.066577795 | -13033.0665777949 |
14 | 133131 | 135227.544407106 | -2096.54440710635 |
15 | 258873 | 230186.882946322 | 28686.1170536784 |
16 | 180083 | 163007.456359634 | 17075.5436403657 |
17 | 324799 | 414267.417362763 | -89468.4173627625 |
18 | 230964 | 191636.436195206 | 39327.5638047942 |
19 | 236785 | 224870.23204155 | 11914.7679584498 |
20 | 135473 | 131389.567443989 | 4083.43255601107 |
21 | 202925 | 213305.765080489 | -10380.7650804892 |
22 | 215147 | 215673.935724947 | -526.935724946723 |
23 | 344297 | 223510.682589114 | 120786.317410886 |
24 | 153935 | 124794.933038632 | 29140.0669613681 |
25 | 132943 | 162577.62778516 | -29634.6277851604 |
26 | 174724 | 269405.211217301 | -94681.2112173008 |
27 | 174415 | 223891.315825069 | -49476.3158250694 |
28 | 225548 | 238313.222949066 | -12765.2229490657 |
29 | 223632 | 196976.410688609 | 26655.5893113907 |
30 | 124817 | 133207.070723297 | -8390.07072329689 |
31 | 221698 | 205008.612366708 | 16689.3876332923 |
32 | 210767 | 193900.002562607 | 16866.9974373931 |
33 | 170266 | 171072.160281501 | -806.160281501152 |
34 | 260561 | 217338.940778976 | 43222.0592210237 |
35 | 84853 | 99868.6692036746 | -15015.6692036746 |
36 | 294424 | 254632.230359468 | 39791.7696405315 |
37 | 101011 | 76794.491728139 | 24216.508271861 |
38 | 215641 | 200098.401262777 | 15542.5987372232 |
39 | 325107 | 268377.652166214 | 56729.3478337861 |
40 | 7176 | 19987.4084837431 | -12811.4084837431 |
41 | 167542 | 163350.859468339 | 4191.14053166128 |
42 | 106408 | 85331.5940988698 | 21076.4059011302 |
43 | 96560 | 125240.094981975 | -28680.0949819747 |
44 | 265769 | 266954.259691973 | -1185.25969197338 |
45 | 269651 | 262074.264936775 | 7576.73506322541 |
46 | 149112 | 147832.426915005 | 1279.57308499498 |
47 | 175824 | 205364.990911496 | -29540.9909114964 |
48 | 152871 | 144905.386437077 | 7965.61356292339 |
49 | 111665 | 124057.119061141 | -12392.1190611414 |
50 | 116408 | 157960.636989764 | -41552.6369897643 |
51 | 362301 | 378498.250399859 | -16197.2503998589 |
52 | 78800 | 92234.8481000568 | -13434.8481000568 |
53 | 183167 | 210954.40590941 | -27787.4059094096 |
54 | 277965 | 323942.882078157 | -45977.8820781565 |
55 | 150629 | 185472.696754915 | -34843.6967549154 |
56 | 168809 | 172695.673537296 | -3886.67353729629 |
57 | 24188 | 42373.6115677951 | -18185.6115677951 |
58 | 329267 | 258177.081376966 | 71089.9186230344 |
59 | 65029 | 73561.8300383718 | -8532.83003837184 |
60 | 101097 | 112063.763809833 | -10966.7638098332 |
61 | 218946 | 225101.27038725 | -6155.27038724987 |
62 | 244052 | 235956.37175893 | 8095.62824106973 |
63 | 341570 | 329859.840410333 | 11710.159589667 |
64 | 103597 | 86753.174346003 | 16843.825653997 |
65 | 233328 | 266883.690360299 | -33555.6903602987 |
66 | 256462 | 231405.36836422 | 25056.6316357801 |
67 | 206161 | 178618.037312125 | 27542.9626878749 |
68 | 311473 | 316200.652716405 | -4727.65271640494 |
69 | 235800 | 239590.948433709 | -3790.94843370908 |
70 | 177939 | 209263.652422954 | -31324.652422954 |
71 | 207176 | 192908.145357312 | 14267.8546426879 |
72 | 196553 | 136686.703494356 | 59866.2965056437 |
73 | 174184 | 157872.829859203 | 16311.170140797 |
74 | 143246 | 168783.682425466 | -25537.6824254661 |
75 | 187559 | 232837.12702111 | -45278.1270211098 |
76 | 187681 | 205616.813453697 | -17935.8134536973 |
77 | 119016 | 156104.741286419 | -37088.7412864188 |
78 | 182192 | 201790.126820206 | -19598.1268202057 |
79 | 73566 | 92078.2576372678 | -18512.2576372678 |
80 | 194979 | 191670.782305413 | 3308.21769458701 |
81 | 167488 | 154529.906550511 | 12958.0934494885 |
82 | 143756 | 180233.760409754 | -36477.7604097535 |
83 | 275541 | 211836.473360494 | 63704.5266395056 |
84 | 243199 | 198389.089757422 | 44809.9102425777 |
85 | 182999 | 173532.948598365 | 9466.05140163512 |
86 | 135649 | 172727.816940745 | -37078.8169407447 |
87 | 152299 | 160988.962723935 | -8689.96272393544 |
88 | 120221 | 145254.228675964 | -25033.2286759637 |
89 | 346485 | 304746.375884944 | 41738.6241150557 |
90 | 145790 | 133772.349168071 | 12017.6508319291 |
91 | 193339 | 171551.517099138 | 21787.4829008624 |
92 | 80953 | 88212.7489549142 | -7259.74895491422 |
93 | 122774 | 154314.185506859 | -31540.1855068594 |
94 | 130585 | 128203.162017008 | 2381.83798299151 |
95 | 112611 | 91366.7662008776 | 21244.2337991224 |
96 | 286468 | 282946.429326739 | 3521.57067326075 |
97 | 241066 | 218761.931900081 | 22304.0680999193 |
98 | 148446 | 278235.328066311 | -129789.328066311 |
99 | 204713 | 197862.642086439 | 6850.35791356141 |
100 | 182079 | 198864.92439948 | -16785.9243994798 |
101 | 140344 | 140580.65380822 | -236.653808220035 |
102 | 220516 | 248736.816930532 | -28220.8169305319 |
103 | 243060 | 194268.403165191 | 48791.5968348094 |
104 | 162765 | 152614.590622359 | 10150.4093776408 |
105 | 182613 | 151792.14183794 | 30820.8581620597 |
106 | 232138 | 203832.329300732 | 28305.6706992684 |
107 | 265318 | 304314.644837416 | -38996.6448374164 |
108 | 85574 | 101838.776214216 | -16264.7762142159 |
109 | 310839 | 276179.93706518 | 34659.0629348202 |
110 | 225060 | 222755.300918411 | 2304.69908158855 |
111 | 232317 | 217722.113317781 | 14594.886682219 |
112 | 144966 | 166990.468893605 | -22024.4688936046 |
113 | 43287 | 62275.6183742042 | -18988.6183742043 |
114 | 155754 | 173629.756520581 | -17875.756520581 |
115 | 164709 | 185424.94632705 | -20715.9463270498 |
116 | 201940 | 217767.332117293 | -15827.3321172926 |
117 | 235454 | 249702.484757252 | -14248.4847572519 |
118 | 220801 | 163421.046442125 | 57379.9535578754 |
119 | 99466 | 103494.72274194 | -4028.72274194019 |
120 | 92661 | 96519.4633308785 | -3858.46333087845 |
121 | 133328 | 132868.708443983 | 459.291556017167 |
122 | 61361 | 91592.4314547938 | -30231.4314547938 |
123 | 125930 | 145576.66557952 | -19646.6655795197 |
124 | 100750 | 163656.201721191 | -62906.2017211907 |
125 | 224549 | 151709.577076825 | 72839.4229231753 |
126 | 82316 | 61364.2621189248 | 20951.7378810752 |
127 | 102010 | 83503.4273945114 | 18506.5726054886 |
128 | 101523 | 118208.356825604 | -16685.3568256041 |
129 | 243511 | 235118.326812563 | 8392.67318743741 |
130 | 22938 | 30741.7465612753 | -7803.74656127535 |
131 | 41566 | 46429.8201382213 | -4863.82013822127 |
132 | 152474 | 193648.774480854 | -41174.7744808542 |
133 | 61857 | 49939.0350924922 | 11917.9649075078 |
134 | 99923 | 156868.407180675 | -56945.4071806745 |
135 | 132487 | 164312.204043632 | -31825.2040436322 |
136 | 317394 | 253079.706953173 | 64314.2930468266 |
137 | 21054 | 29623.689750066 | -8569.689750066 |
138 | 209641 | 167838.02337566 | 41802.9766243405 |
139 | 22648 | 39826.4620935404 | -17178.4620935404 |
140 | 31414 | 44717.0321763598 | -13303.0321763598 |
141 | 46698 | 71549.5235056959 | -24851.5235056959 |
142 | 131698 | 141724.02756251 | -10026.0275625103 |
143 | 91735 | 83046.4854401977 | 8688.51455980231 |
144 | 244749 | 270081.188799415 | -25332.1887994153 |
145 | 184510 | 175614.796452474 | 8895.20354752565 |
146 | 79863 | 94836.0226225602 | -14973.0226225602 |
147 | 128423 | 136143.552621671 | -7720.5526216706 |
148 | 97839 | 113686.930497808 | -15847.9304978081 |
149 | 38214 | 55962.6678538717 | -17748.6678538717 |
150 | 151101 | 155903.369114413 | -4802.36911441332 |
151 | 272458 | 239852.700910428 | 32605.299089572 |
152 | 172494 | 146143.177021249 | 26350.8229787508 |
153 | 108043 | 114358.374298831 | -6315.37429883056 |
154 | 328107 | 295341.468770674 | 32765.5312293263 |
155 | 250579 | 236714.747014507 | 13864.2529854927 |
156 | 351067 | 310946.999701464 | 40120.0002985362 |
157 | 158015 | 127007.056350406 | 31007.9436495944 |
158 | 98866 | 81099.4566953552 | 17766.5433046448 |
159 | 85439 | 109611.768062561 | -24172.7680625609 |
160 | 229242 | 244955.49088587 | -15713.4908858698 |
161 | 351619 | 344702.000433783 | 6916.99956621706 |
162 | 84207 | 99368.4821515401 | -15161.4821515401 |
163 | 120445 | 120723.823339926 | -278.823339926052 |
164 | 324598 | 321772.142937137 | 2825.85706286317 |
165 | 131069 | 160678.586742852 | -29609.5867428521 |
166 | 204271 | 172589.744048171 | 31681.2559518295 |
167 | 165543 | 181907.832316917 | -16364.8323169168 |
168 | 141722 | 138432.230593444 | 3289.76940655603 |
169 | 116048 | 93265.8893813727 | 22782.1106186273 |
170 | 250047 | 150446.948384338 | 99600.051615662 |
171 | 299775 | 306432.322863425 | -6657.32286342458 |
172 | 195838 | 194594.463664057 | 1243.53633594266 |
173 | 173260 | 184528.449428363 | -11268.4494283626 |
174 | 254488 | 248885.050626466 | 5602.94937353361 |
175 | 104389 | 187819.955647817 | -83430.9556478173 |
176 | 136084 | 114652.393107776 | 21431.6068922236 |
177 | 199476 | 224693.922190199 | -25217.9221901994 |
178 | 92499 | 83892.4468293693 | 8606.55317063073 |
179 | 224330 | 229532.410063812 | -5202.41006381211 |
180 | 135781 | 88164.8793573805 | 47616.1206426195 |
181 | 74408 | 94705.478737613 | -20297.478737613 |
182 | 81240 | 136443.764922207 | -55203.7649222073 |
183 | 14688 | 15980.2689400728 | -1292.26894007284 |
184 | 181633 | 168856.480949489 | 12776.5190505105 |
185 | 271856 | 265781.363627955 | 6074.63637204548 |
186 | 7199 | 12300.5934568213 | -5101.59345682133 |
187 | 46660 | 42186.3508750012 | 4473.64912499878 |
188 | 17547 | 10166.9685033697 | 7380.03149663027 |
189 | 133368 | 122976.379579007 | 10391.6204209931 |
190 | 95227 | 105268.705359139 | -10041.7053591395 |
191 | 152601 | 134567.432183984 | 18033.567816016 |
192 | 98146 | 85551.9199042627 | 12594.0800957373 |
193 | 79619 | 97949.5897210663 | -18330.5897210663 |
194 | 59194 | 64676.2236950529 | -5482.22369505293 |
195 | 139942 | 119923.195510747 | 20018.8044892526 |
196 | 118612 | 112282.905522173 | 6329.09447782704 |
197 | 72880 | 79417.020698817 | -6537.02069881704 |
198 | 65475 | 50772.9259680789 | 14702.0740319211 |
199 | 99643 | 111499.940015977 | -11856.9400159775 |
200 | 71965 | 71719.9443482533 | 245.055651746678 |
201 | 77272 | 67010.9557224741 | 10261.0442775259 |
202 | 49289 | 28156.2054876568 | 21132.7945123432 |
203 | 135131 | 116165.017646423 | 18965.9823535768 |
204 | 108446 | 100279.771339111 | 8166.22866088882 |
205 | 89746 | 107882.700750761 | -18136.7007507607 |
206 | 44296 | 53696.4259287559 | -9400.42592875587 |
207 | 77648 | 91273.111410287 | -13625.111410287 |
208 | 181528 | 118010.045362128 | 63517.9546378718 |
209 | 134019 | 99401.0652215427 | 34617.9347784573 |
210 | 124064 | 105964.950419025 | 18099.0495809752 |
211 | 92630 | 80399.7768498041 | 12230.2231501959 |
212 | 121848 | 100762.217725588 | 21085.7822744118 |
213 | 52915 | 56226.9738969664 | -3311.97389696644 |
214 | 81872 | 75397.1014785388 | 6474.89852146121 |
215 | 58981 | 67858.3605416373 | -8877.36054163734 |
216 | 53515 | 62574.9728407235 | -9059.97284072353 |
217 | 60812 | 93334.1744256163 | -32522.1744256163 |
218 | 56375 | 40408.7807815831 | 15966.2192184169 |
219 | 65490 | 57121.0560564032 | 8368.94394359675 |
220 | 80949 | 52473.8484391283 | 28475.1515608717 |
221 | 76302 | 84385.0271714222 | -8083.02717142222 |
222 | 104011 | 110664.097291983 | -6653.09729198303 |
223 | 98104 | 149883.116704324 | -51779.1167043237 |
224 | 67989 | 67350.7586002339 | 638.241399766125 |
225 | 30989 | 38518.593324604 | -7529.59332460396 |
226 | 135458 | 133498.99838564 | 1959.00161435961 |
227 | 73504 | 65139.8573621699 | 8364.14263783011 |
228 | 63123 | 81273.3652338292 | -18150.3652338292 |
229 | 61254 | 78908.7883714141 | -17654.7883714141 |
230 | 74914 | 115728.96797325 | -40814.9679732502 |
231 | 31774 | 50826.7247951683 | -19052.7247951683 |
232 | 81437 | 96093.7856585 | -14656.7856585 |
233 | 87186 | 114137.577841397 | -26951.577841397 |
234 | 50090 | 57095.4656778539 | -7005.46567785387 |
235 | 65745 | 82979.9786128063 | -17234.9786128063 |
236 | 56653 | 71088.05472665 | -14435.05472665 |
237 | 158399 | 100976.919270345 | 57422.0807296545 |
238 | 46455 | 64602.6464493114 | -18147.6464493114 |
239 | 73624 | 84546.8305949765 | -10922.8305949765 |
240 | 38395 | 60687.6044076462 | -22292.6044076462 |
241 | 91899 | 86592.6790312397 | 5306.32096876028 |
242 | 139526 | 148063.794696388 | -8537.79469638769 |
243 | 52164 | 77403.6530663477 | -25239.6530663477 |
244 | 51567 | 56529.8279275898 | -4962.82792758977 |
245 | 70551 | 66488.024110123 | 4062.97588987704 |
246 | 84856 | 86260.6418295435 | -1404.64182954346 |
247 | 102538 | 128724.464242112 | -26186.464242112 |
248 | 86678 | 64827.1081504211 | 21850.8918495789 |
249 | 85709 | 79772.5268442794 | 5936.4731557206 |
250 | 34662 | 48975.2018283959 | -14313.2018283959 |
251 | 150580 | 124389.11205031 | 26190.8879496898 |
252 | 99611 | 90438.0922778857 | 9172.90772211433 |
253 | 19349 | 23492.4128549455 | -4143.41285494554 |
254 | 99373 | 96890.946869201 | 2482.05313079904 |
255 | 86230 | 86090.8700720488 | 139.129927951182 |
256 | 30837 | 37996.6138271277 | -7159.61382712767 |
257 | 31706 | 43347.7439195549 | -11641.7439195549 |
258 | 89806 | 79374.0036383635 | 10431.9963616365 |
259 | 62088 | 50952.9541437494 | 11135.0458562506 |
260 | 40151 | 48302.4084372912 | -8151.40843729116 |
261 | 27634 | 46526.3295616955 | -18892.3295616955 |
262 | 76990 | 82183.4917192355 | -5193.49171923546 |
263 | 37460 | 35370.2675581673 | 2089.73244183271 |
264 | 54157 | 65389.9233606787 | -11232.9233606787 |
265 | 49862 | 60390.0065667844 | -10528.0065667844 |
266 | 84337 | 79087.8797387567 | 5249.12026124335 |
267 | 64175 | 83867.7227512946 | -19692.7227512946 |
268 | 59382 | 59633.8264019583 | -251.826401958284 |
269 | 119308 | 68213.9947739587 | 51094.0052260413 |
270 | 76702 | 71129.2567534614 | 5572.74324653855 |
271 | 103425 | 113548.125720593 | -10123.1257205927 |
272 | 70344 | 65692.6859780735 | 4651.31402192652 |
273 | 43410 | 54443.0630438142 | -11033.0630438142 |
274 | 104838 | 99791.7287863227 | 5046.2712136773 |
275 | 62215 | 63448.5619855538 | -1233.56198555377 |
276 | 69304 | 72046.1840936784 | -2742.18409367844 |
277 | 53117 | 44831.4570097652 | 8285.5429902348 |
278 | 19764 | 26526.9555718507 | -6762.95557185075 |
279 | 86680 | 85904.5882592582 | 775.411740741789 |
280 | 84105 | 64698.1955405939 | 19406.8044594061 |
281 | 77945 | 80845.8844461828 | -2900.88444618275 |
282 | 89113 | 58795.1314257807 | 30317.8685742193 |
283 | 91005 | 78813.1497562712 | 12191.8502437288 |
284 | 40248 | 38504.5243431958 | 1743.4756568042 |
285 | 64187 | 56555.8513717382 | 7631.14862826184 |
286 | 50857 | 68774.0468232953 | -17917.0468232953 |
287 | 56613 | 59936.3320446188 | -3323.33204461878 |
288 | 62792 | 73637.5951889849 | -10845.5951889849 |
289 | 72535 | 74410.4168826621 | -1875.41688266206 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
17 | 0.999663295175334 | 0.000673409649332117 | 0.000336704824666058 |
18 | 0.999090684660964 | 0.00181863067807141 | 0.000909315339035703 |
19 | 0.999168589021067 | 0.0016628219578663 | 0.000831410978933148 |
20 | 0.998597123194095 | 0.00280575361181086 | 0.00140287680590543 |
21 | 0.997987500229455 | 0.00402499954109014 | 0.00201249977054507 |
22 | 0.995998056861245 | 0.00800388627751045 | 0.00400194313875523 |
23 | 0.999976382743918 | 4.72345121640565e-05 | 2.36172560820282e-05 |
24 | 0.999952707148447 | 9.45857031053074e-05 | 4.72928515526537e-05 |
25 | 0.999913272586446 | 0.000173454827107275 | 8.67274135536374e-05 |
26 | 0.999998514435034 | 2.97112993153623e-06 | 1.48556496576812e-06 |
27 | 0.99999858151397 | 2.83697206076706e-06 | 1.41848603038353e-06 |
28 | 0.999997028194018 | 5.94361196340831e-06 | 2.97180598170415e-06 |
29 | 0.999997158370455 | 5.68325908973824e-06 | 2.84162954486912e-06 |
30 | 0.999994793000848 | 1.04139983032754e-05 | 5.20699915163768e-06 |
31 | 0.999990489015114 | 1.90219697712055e-05 | 9.51098488560277e-06 |
32 | 0.999985461583009 | 2.90768339810251e-05 | 1.45384169905125e-05 |
33 | 0.999973339027999 | 5.33219440018882e-05 | 2.66609720009441e-05 |
34 | 0.999990671229543 | 1.86575409145969e-05 | 9.32877045729843e-06 |
35 | 0.999986471065645 | 2.70578687090647e-05 | 1.35289343545323e-05 |
36 | 0.999987388577571 | 2.52228448582477e-05 | 1.26114224291239e-05 |
37 | 0.999978636522139 | 4.27269557212233e-05 | 2.13634778606117e-05 |
38 | 0.999963589202851 | 7.2821594298403e-05 | 3.64107971492015e-05 |
39 | 0.999989596981438 | 2.08060371241459e-05 | 1.0403018562073e-05 |
40 | 0.999981933673864 | 3.6132652271969e-05 | 1.80663261359845e-05 |
41 | 0.999969171455253 | 6.16570894934211e-05 | 3.08285447467105e-05 |
42 | 0.999953404341754 | 9.31913164918993e-05 | 4.65956582459497e-05 |
43 | 0.999929575673439 | 0.000140848653122447 | 7.04243265612233e-05 |
44 | 0.999905941502158 | 0.000188116995683657 | 9.40584978418285e-05 |
45 | 0.99985937958556 | 0.000281240828880583 | 0.000140620414440291 |
46 | 0.999780340065208 | 0.000439319869584366 | 0.000219659934792183 |
47 | 0.999689721626719 | 0.000620556746561647 | 0.000310278373280824 |
48 | 0.999550453177776 | 0.000899093644448362 | 0.000449546822224181 |
49 | 0.99944779391267 | 0.0011044121746608 | 0.000552206087330398 |
50 | 0.999798598895368 | 0.000402802209263367 | 0.000201401104631683 |
51 | 0.999730636263359 | 0.00053872747328198 | 0.00026936373664099 |
52 | 0.999636885534619 | 0.000726228930761377 | 0.000363114465380688 |
53 | 0.999595160711895 | 0.000809678576209972 | 0.000404839288104986 |
54 | 0.99974651437048 | 0.000506971259040093 | 0.000253485629520047 |
55 | 0.999805820494819 | 0.000388359010362584 | 0.000194179505181292 |
56 | 0.999723983139482 | 0.000552033721035731 | 0.000276016860517865 |
57 | 0.999771795299604 | 0.000456409400792037 | 0.000228204700396018 |
58 | 0.999953311676196 | 9.33766476068911e-05 | 4.66883238034455e-05 |
59 | 0.999933553168697 | 0.00013289366260563 | 6.64468313028151e-05 |
60 | 0.999916512390476 | 0.000166975219048482 | 8.34876095242411e-05 |
61 | 0.999878281281706 | 0.00024343743658722 | 0.00012171871829361 |
62 | 0.999825644554965 | 0.000348710890069389 | 0.000174355445034695 |
63 | 0.999741084656787 | 0.000517830686425356 | 0.000258915343212678 |
64 | 0.999631935237648 | 0.000736129524703368 | 0.000368064762351684 |
65 | 0.999698201280122 | 0.000603597439755248 | 0.000301798719877624 |
66 | 0.999622932214955 | 0.000754135570089932 | 0.000377067785044966 |
67 | 0.999576680329938 | 0.000846639340123542 | 0.000423319670061771 |
68 | 0.999397781772612 | 0.00120443645477679 | 0.000602218227388395 |
69 | 0.999178892259507 | 0.00164221548098592 | 0.000821107740492958 |
70 | 0.999116508706583 | 0.00176698258683364 | 0.00088349129341682 |
71 | 0.998877759929591 | 0.00224448014081702 | 0.00112224007040851 |
72 | 0.999560433932513 | 0.000879132134973796 | 0.000439566067486898 |
73 | 0.999421037639668 | 0.00115792472066466 | 0.000578962360332331 |
74 | 0.999440289234774 | 0.00111942153045178 | 0.00055971076522589 |
75 | 0.999621970327083 | 0.000756059345833073 | 0.000378029672916536 |
76 | 0.999555828930193 | 0.000888342139613719 | 0.000444171069806859 |
77 | 0.999659371298912 | 0.000681257402176532 | 0.000340628701088266 |
78 | 0.999561620158797 | 0.00087675968240543 | 0.000438379841202715 |
79 | 0.999461273869876 | 0.00107745226024714 | 0.000538726130123568 |
80 | 0.999251275902854 | 0.00149744819429119 | 0.000748724097145596 |
81 | 0.999007647747232 | 0.0019847045055355 | 0.000992352252767751 |
82 | 0.999155400856252 | 0.00168919828749628 | 0.00084459914374814 |
83 | 0.999745279010542 | 0.000509441978916936 | 0.000254720989458468 |
84 | 0.999831948169075 | 0.000336103661849718 | 0.000168051830924859 |
85 | 0.999773267340682 | 0.000453465318635392 | 0.000226732659317696 |
86 | 0.999811290808716 | 0.000377418382568323 | 0.000188709191284161 |
87 | 0.999741904798583 | 0.000516190402833596 | 0.000258095201416798 |
88 | 0.999717614595178 | 0.000564770809643667 | 0.000282385404821833 |
89 | 0.999794282297846 | 0.000411435404307958 | 0.000205717702153979 |
90 | 0.999724295301736 | 0.00055140939652866 | 0.00027570469826433 |
91 | 0.99964455598912 | 0.000710888021759122 | 0.000355444010879561 |
92 | 0.999521856130356 | 0.000956287739288439 | 0.00047814386964422 |
93 | 0.999557363071342 | 0.000885273857315242 | 0.000442636928657621 |
94 | 0.999395402173454 | 0.00120919565309218 | 0.000604597826546091 |
95 | 0.999339206541899 | 0.00132158691620195 | 0.000660793458100977 |
96 | 0.999095333649642 | 0.0018093327007156 | 0.000904666350357799 |
97 | 0.998896897171164 | 0.00220620565767224 | 0.00110310282883612 |
98 | 0.999998769437964 | 2.4611240723122e-06 | 1.2305620361561e-06 |
99 | 0.999998112119043 | 3.77576191317329e-06 | 1.88788095658665e-06 |
100 | 0.999997395812783 | 5.20837443416709e-06 | 2.60418721708354e-06 |
101 | 0.999996014640796 | 7.97071840891068e-06 | 3.98535920445534e-06 |
102 | 0.999996376058679 | 7.24788264212219e-06 | 3.62394132106109e-06 |
103 | 0.999998172168156 | 3.65566368890163e-06 | 1.82783184445082e-06 |
104 | 0.999997333440029 | 5.33311994272448e-06 | 2.66655997136224e-06 |
105 | 0.999997465840951 | 5.06831809729754e-06 | 2.53415904864877e-06 |
106 | 0.999997530303077 | 4.93939384542655e-06 | 2.46969692271327e-06 |
107 | 0.999998082932565 | 3.8341348702023e-06 | 1.91706743510115e-06 |
108 | 0.999997347823955 | 5.30435208922705e-06 | 2.65217604461352e-06 |
109 | 0.999997862943942 | 4.27411211649472e-06 | 2.13705605824736e-06 |
110 | 0.999996830389988 | 6.33922002312514e-06 | 3.16961001156257e-06 |
111 | 0.999995692902067 | 8.61419586632968e-06 | 4.30709793316484e-06 |
112 | 0.999994967115152 | 1.00657696959866e-05 | 5.03288484799332e-06 |
113 | 0.9999936318588 | 1.27362824002945e-05 | 6.36814120014726e-06 |
114 | 0.999991795907739 | 1.64081845223524e-05 | 8.2040922611762e-06 |
115 | 0.999989756611735 | 2.04867765308867e-05 | 1.02433882654434e-05 |
116 | 0.999987183024633 | 2.56339507335772e-05 | 1.28169753667886e-05 |
117 | 0.999982513470502 | 3.49730589958843e-05 | 1.74865294979422e-05 |
118 | 0.999990541944789 | 1.89161104220677e-05 | 9.45805521103383e-06 |
119 | 0.999986150794392 | 2.76984112164055e-05 | 1.38492056082027e-05 |
120 | 0.999979945159714 | 4.01096805711936e-05 | 2.00548402855968e-05 |
121 | 0.999971772618331 | 5.64547633388364e-05 | 2.82273816694182e-05 |
122 | 0.999970622705487 | 5.87545890251292e-05 | 2.93772945125646e-05 |
123 | 0.99998136037607 | 3.72792478594489e-05 | 1.86396239297244e-05 |
124 | 0.999995740801878 | 8.51839624460107e-06 | 4.25919812230053e-06 |
125 | 0.999999632788618 | 7.3442276434265e-07 | 3.67211382171325e-07 |
126 | 0.999999521278982 | 9.57442035691857e-07 | 4.78721017845928e-07 |
127 | 0.999999367197567 | 1.26560486632273e-06 | 6.32802433161364e-07 |
128 | 0.999999306840351 | 1.38631929884413e-06 | 6.93159649422067e-07 |
129 | 0.999998983777569 | 2.03244486275639e-06 | 1.01622243137819e-06 |
130 | 0.999998500639148 | 2.9987217034844e-06 | 1.4993608517422e-06 |
131 | 0.999997738276109 | 4.52344778271502e-06 | 2.26172389135751e-06 |
132 | 0.99999871603447 | 2.56793105941303e-06 | 1.28396552970652e-06 |
133 | 0.999998694991043 | 2.61001791445172e-06 | 1.30500895722586e-06 |
134 | 0.99999956210139 | 8.75797220382794e-07 | 4.37898610191397e-07 |
135 | 0.999999702150924 | 5.95698151142779e-07 | 2.97849075571389e-07 |
136 | 0.99999995372798 | 9.25440401708275e-08 | 4.62720200854137e-08 |
137 | 0.99999992914762 | 1.41704760745671e-07 | 7.08523803728354e-08 |
138 | 0.999999973603245 | 5.27935100916679e-08 | 2.6396755045834e-08 |
139 | 0.999999965300984 | 6.93980318129367e-08 | 3.46990159064684e-08 |
140 | 0.999999946606801 | 1.06786398524356e-07 | 5.33931992621781e-08 |
141 | 0.999999936253948 | 1.27492104395199e-07 | 6.37460521975997e-08 |
142 | 0.999999911060791 | 1.77878418725308e-07 | 8.89392093626542e-08 |
143 | 0.999999895568935 | 2.08862129297059e-07 | 1.0443106464853e-07 |
144 | 0.99999990408671 | 1.91826579355182e-07 | 9.59132896775912e-08 |
145 | 0.999999865952536 | 2.6809492788468e-07 | 1.3404746394234e-07 |
146 | 0.999999844246139 | 3.11507722690022e-07 | 1.55753861345011e-07 |
147 | 0.999999758678682 | 4.8264263514231e-07 | 2.41321317571155e-07 |
148 | 0.999999659404877 | 6.8119024630702e-07 | 3.4059512315351e-07 |
149 | 0.999999524920726 | 9.50158547742875e-07 | 4.75079273871438e-07 |
150 | 0.999999318748088 | 1.36250382342761e-06 | 6.81251911713807e-07 |
151 | 0.999999254754109 | 1.49049178216359e-06 | 7.45245891081795e-07 |
152 | 0.999999042868696 | 1.91426260833489e-06 | 9.57131304167444e-07 |
153 | 0.999998574881696 | 2.85023660824573e-06 | 1.42511830412286e-06 |
154 | 0.999998436195798 | 3.12760840443593e-06 | 1.56380420221796e-06 |
155 | 0.999997765222693 | 4.46955461468455e-06 | 2.23477730734227e-06 |
156 | 0.999998756999857 | 2.48600028575666e-06 | 1.24300014287833e-06 |
157 | 0.999998984640953 | 2.03071809353625e-06 | 1.01535904676812e-06 |
158 | 0.999998583556018 | 2.83288796299759e-06 | 1.4164439814988e-06 |
159 | 0.999998423333011 | 3.15333397803022e-06 | 1.57666698901511e-06 |
160 | 0.999997695680565 | 4.6086388694055e-06 | 2.30431943470275e-06 |
161 | 0.999996496239759 | 7.00752048114776e-06 | 3.50376024057388e-06 |
162 | 0.999995102788739 | 9.79442252288481e-06 | 4.89721126144241e-06 |
163 | 0.999993693058282 | 1.26138834366017e-05 | 6.30694171830087e-06 |
164 | 0.999990943046852 | 1.81139062956107e-05 | 9.05695314780537e-06 |
165 | 0.999990692026372 | 1.86159472559284e-05 | 9.30797362796421e-06 |
166 | 0.999998083737859 | 3.83252428108927e-06 | 1.91626214054464e-06 |
167 | 0.999997473960314 | 5.05207937234609e-06 | 2.52603968617304e-06 |
168 | 0.999998260812519 | 3.47837496126134e-06 | 1.73918748063067e-06 |
169 | 0.999998063400001 | 3.87319999740384e-06 | 1.93659999870192e-06 |
170 | 0.999999998317695 | 3.36460991594664e-09 | 1.68230495797332e-09 |
171 | 0.999999997105652 | 5.78869662227333e-09 | 2.89434831113666e-09 |
172 | 0.99999999569902 | 8.60196042595523e-09 | 4.30098021297761e-09 |
173 | 0.999999993356718 | 1.32865639960214e-08 | 6.64328199801069e-09 |
174 | 0.999999989947782 | 2.01044356287746e-08 | 1.00522178143873e-08 |
175 | 0.99999999562667 | 8.74666087207685e-09 | 4.37333043603843e-09 |
176 | 0.999999995056227 | 9.88754653487638e-09 | 4.94377326743819e-09 |
177 | 0.999999993342743 | 1.33145133306882e-08 | 6.65725666534409e-09 |
178 | 0.99999998926063 | 2.1478739858293e-08 | 1.07393699291465e-08 |
179 | 0.999999982430458 | 3.51390844667263e-08 | 1.75695422333631e-08 |
180 | 0.999999995801728 | 8.39654442459011e-09 | 4.19827221229506e-09 |
181 | 0.999999994791492 | 1.04170156967378e-08 | 5.2085078483689e-09 |
182 | 0.999999999410421 | 1.17915717271455e-09 | 5.89578586357273e-10 |
183 | 0.999999998919176 | 2.16164885043304e-09 | 1.08082442521652e-09 |
184 | 0.999999998063684 | 3.87263249730138e-09 | 1.93631624865069e-09 |
185 | 0.999999996492233 | 7.0155340866486e-09 | 3.5077670433243e-09 |
186 | 0.999999993678627 | 1.26427450901476e-08 | 6.3213725450738e-09 |
187 | 0.999999988719391 | 2.25612186873098e-08 | 1.12806093436549e-08 |
188 | 0.999999980123279 | 3.9753442158772e-08 | 1.9876721079386e-08 |
189 | 0.999999971014875 | 5.7970250224288e-08 | 2.8985125112144e-08 |
190 | 0.999999949807261 | 1.00385478250744e-07 | 5.01927391253718e-08 |
191 | 0.999999916202999 | 1.67594001447245e-07 | 8.37970007236224e-08 |
192 | 0.999999877495594 | 2.45008812903716e-07 | 1.22504406451858e-07 |
193 | 0.999999838994211 | 3.22011577578654e-07 | 1.61005788789327e-07 |
194 | 0.999999746112444 | 5.07775112817844e-07 | 2.53887556408922e-07 |
195 | 0.999999734899358 | 5.30201283565626e-07 | 2.65100641782813e-07 |
196 | 0.999999595977317 | 8.08045366097512e-07 | 4.04022683048756e-07 |
197 | 0.999999332713224 | 1.33457355159727e-06 | 6.67286775798634e-07 |
198 | 0.999999086884694 | 1.8262306116722e-06 | 9.13115305836101e-07 |
199 | 0.999998594891325 | 2.81021735014044e-06 | 1.40510867507022e-06 |
200 | 0.999997681583806 | 4.63683238814606e-06 | 2.31841619407303e-06 |
201 | 0.999996403533213 | 7.19293357382932e-06 | 3.59646678691466e-06 |
202 | 0.999995024440961 | 9.95111807745802e-06 | 4.97555903872901e-06 |
203 | 0.999994199636674 | 1.16007266522688e-05 | 5.80036332613441e-06 |
204 | 0.999991155229019 | 1.76895419618515e-05 | 8.84477098092574e-06 |
205 | 0.999988175421425 | 2.3649157149814e-05 | 1.1824578574907e-05 |
206 | 0.999982547840184 | 3.49043196309393e-05 | 1.74521598154697e-05 |
207 | 0.999975092170266 | 4.98156594669944e-05 | 2.49078297334972e-05 |
208 | 0.999998916815405 | 2.16636918939187e-06 | 1.08318459469594e-06 |
209 | 0.999999496755578 | 1.00648884352862e-06 | 5.0324442176431e-07 |
210 | 0.99999951245733 | 9.75085340909271e-07 | 4.87542670454635e-07 |
211 | 0.999999332637997 | 1.33472400658538e-06 | 6.67362003292688e-07 |
212 | 0.999999466799423 | 1.06640115467105e-06 | 5.33200577335525e-07 |
213 | 0.999999065940673 | 1.86811865457687e-06 | 9.34059327288434e-07 |
214 | 0.99999848597678 | 3.02804643937661e-06 | 1.5140232196883e-06 |
215 | 0.999997818019459 | 4.36396108273285e-06 | 2.18198054136642e-06 |
216 | 0.999996803037813 | 6.39392437438148e-06 | 3.19696218719074e-06 |
217 | 0.999997190192307 | 5.61961538617926e-06 | 2.80980769308963e-06 |
218 | 0.999995497457998 | 9.00508400477088e-06 | 4.50254200238544e-06 |
219 | 0.999992896897606 | 1.42062047875524e-05 | 7.1031023937762e-06 |
220 | 0.999994110314416 | 1.17793711683999e-05 | 5.88968558419995e-06 |
221 | 0.999990059403874 | 1.98811922524955e-05 | 9.94059612624773e-06 |
222 | 0.999983145227052 | 3.37095458957773e-05 | 1.68547729478886e-05 |
223 | 0.999994791513732 | 1.04169725363555e-05 | 5.20848626817777e-06 |
224 | 0.999991039466483 | 1.79210670349037e-05 | 8.96053351745183e-06 |
225 | 0.999984997306306 | 3.0005387388218e-05 | 1.5002693694109e-05 |
226 | 0.999974879465993 | 5.02410680139837e-05 | 2.51205340069919e-05 |
227 | 0.999962162421629 | 7.56751567428671e-05 | 3.78375783714335e-05 |
228 | 0.999947256931309 | 0.000105486137381749 | 5.27430686908743e-05 |
229 | 0.999935921838526 | 0.000128156322948647 | 6.40781614743234e-05 |
230 | 0.999975905295154 | 4.81894096925696e-05 | 2.40947048462848e-05 |
231 | 0.999974319598198 | 5.13608036029962e-05 | 2.56804018014981e-05 |
232 | 0.999960943028555 | 7.81139428908107e-05 | 3.90569714454054e-05 |
233 | 0.999971475495566 | 5.70490088686784e-05 | 2.85245044343392e-05 |
234 | 0.999955463521281 | 8.90729574372257e-05 | 4.45364787186128e-05 |
235 | 0.999948677463918 | 0.000102645072164345 | 5.13225360821724e-05 |
236 | 0.999919347838538 | 0.00016130432292468 | 8.06521614623401e-05 |
237 | 0.999997018517626 | 5.96296474883907e-06 | 2.98148237441954e-06 |
238 | 0.99999609256919 | 7.81486162102863e-06 | 3.90743081051432e-06 |
239 | 0.999993626758316 | 1.2746483367555e-05 | 6.37324168377749e-06 |
240 | 0.999994110526075 | 1.17789478496401e-05 | 5.88947392482004e-06 |
241 | 0.999988782883067 | 2.24342338657865e-05 | 1.12171169328933e-05 |
242 | 0.999981542320052 | 3.69153598962071e-05 | 1.84576799481035e-05 |
243 | 0.999988447335243 | 2.31053295149312e-05 | 1.15526647574656e-05 |
244 | 0.999978661836261 | 4.26763274786057e-05 | 2.13381637393029e-05 |
245 | 0.999957829878652 | 8.43402426964167e-05 | 4.21701213482084e-05 |
246 | 0.999917748268866 | 0.000164503462268174 | 8.22517311340871e-05 |
247 | 0.999936463487478 | 0.00012707302504486 | 6.353651252243e-05 |
248 | 0.999929709872604 | 0.000140580254791243 | 7.02901273956216e-05 |
249 | 0.999865974875561 | 0.000268050248879008 | 0.000134025124439504 |
250 | 0.999789815005538 | 0.000420369988924988 | 0.000210184994462494 |
251 | 0.999751948460693 | 0.000496103078614646 | 0.000248051539307323 |
252 | 0.999550234035678 | 0.000899531928644027 | 0.000449765964322013 |
253 | 0.999146034553034 | 0.00170793089393236 | 0.000853965446966178 |
254 | 0.998415350659278 | 0.00316929868144433 | 0.00158464934072217 |
255 | 0.997108358044242 | 0.00578328391151545 | 0.00289164195575773 |
256 | 0.994968750330085 | 0.0100624993398306 | 0.0050312496699153 |
257 | 0.993159773776027 | 0.0136804524479455 | 0.00684022622397274 |
258 | 0.989366544270533 | 0.0212669114589333 | 0.0106334557294667 |
259 | 0.983119787079866 | 0.0337604258402689 | 0.0168802129201344 |
260 | 0.97316495341258 | 0.05367009317484 | 0.02683504658742 |
261 | 0.968897796299916 | 0.0622044074001677 | 0.0311022037000838 |
262 | 0.950395612729746 | 0.099208774540508 | 0.049604387270254 |
263 | 0.921825947447815 | 0.156348105104369 | 0.0781740525521845 |
264 | 0.903368746140784 | 0.193262507718432 | 0.0966312538592158 |
265 | 0.866906958561468 | 0.266186082877065 | 0.133093041438532 |
266 | 0.802877133820302 | 0.394245732359396 | 0.197122866179698 |
267 | 0.796495929414225 | 0.407008141171551 | 0.203504070585775 |
268 | 0.735424653281822 | 0.529150693436357 | 0.264575346718178 |
269 | 0.893705151245235 | 0.21258969750953 | 0.106294848754765 |
270 | 0.837301066060679 | 0.325397867878642 | 0.162698933939321 |
271 | 0.76709848925168 | 0.46580302149664 | 0.23290151074832 |
272 | 0.608792099384513 | 0.782415801230973 | 0.391207900615487 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 239 | 0.93359375 | NOK |
5% type I error level | 243 | 0.94921875 | NOK |
10% type I error level | 246 | 0.9609375 | NOK |