Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc_[t] = + 35099.7495884615 + 0.792430644193583total_size_compendium[t] + 3172.2478173108compendiums_reviewed[t] -114.683684704366t + 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) | 35099.7495884615 | 12150.204266 | 2.8888 | 0.004164 | 0.002082 |
total_size_compendium | 0.792430644193583 | 0.104696 | 7.5689 | 0 | 0 |
compendiums_reviewed | 3172.2478173108 | 416.286863 | 7.6203 | 0 | 0 |
t | -114.683684704366 | 41.152872 | -2.7868 | 0.005681 | 0.002841 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.813446821969316 |
R-squared | 0.661695732171979 |
Adjusted R-squared | 0.658134634615895 |
F-TEST (value) | 185.812301334294 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 48143.2361872229 |
Sum Squared Residuals | 660564789314.938 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 219130.575306357 | -8223.57530635748 |
2 | 120982 | 190880.345702352 | -69898.3457023525 |
3 | 176508 | 221170.328029462 | -44662.3280294619 |
4 | 179321 | 209996.883546849 | -30675.8835468493 |
5 | 123185 | 134714.215087687 | -11529.2150876873 |
6 | 52746 | 171174.759580153 | -118428.759580153 |
7 | 385534 | 208046.628264581 | 177487.371735419 |
8 | 33170 | 109355.706524544 | -76185.706524544 |
9 | 101645 | 82544.583658019 | 19100.416341981 |
10 | 149061 | 208491.193650044 | -59430.193650044 |
11 | 165446 | 158816.164667581 | 6629.83533241936 |
12 | 237213 | 206726.286214146 | 30486.7137858537 |
13 | 173326 | 230005.835268304 | -56679.8352683041 |
14 | 133131 | 174458.556741804 | -41327.5567418041 |
15 | 258873 | 224015.697751837 | 34857.3022481634 |
16 | 180083 | 183797.588764804 | -3714.58876480428 |
17 | 324799 | 259640.890519194 | 65158.1094808062 |
18 | 230964 | 234249.116311669 | -3285.11631166898 |
19 | 236785 | 211677.096119122 | 25107.9038808776 |
20 | 135473 | 184729.527233192 | -49256.5272331922 |
21 | 202925 | 237854.634849196 | -34929.6348491958 |
22 | 215147 | 225269.470116817 | -10122.4701168171 |
23 | 344297 | 181240.562161858 | 163056.437838142 |
24 | 153935 | 163599.742607149 | -9664.74260714867 |
25 | 132943 | 233212.310154848 | -100269.310154848 |
26 | 174724 | 194740.866256222 | -20016.8662562221 |
27 | 174415 | 195918.98553703 | -21503.98553703 |
28 | 225548 | 197840.848607903 | 27707.1513920969 |
29 | 223632 | 194031.356726532 | 29600.6432734681 |
30 | 124817 | 135314.450884237 | -10497.4508842368 |
31 | 221698 | 197937.684889169 | 23760.3151108305 |
32 | 210767 | 235551.712502374 | -24784.7125023736 |
33 | 170266 | 223195.011005106 | -52929.0110051056 |
34 | 260561 | 239070.933238187 | 21490.0667618126 |
35 | 84853 | 175021.021848094 | -90168.0218480942 |
36 | 294424 | 216082.270712144 | 78341.7292878557 |
37 | 101011 | 93942.9877398574 | 7068.01226014256 |
38 | 215641 | 176481.631268018 | 39159.3687319824 |
39 | 325107 | 207600.400787975 | 117506.599212025 |
40 | 7176 | 31640.0310069743 | -24464.0310069743 |
41 | 167542 | 163169.653357905 | 4372.34664209479 |
42 | 106408 | 99324.0411254101 | 7083.95887458992 |
43 | 96560 | 102319.299134333 | -5759.29913433299 |
44 | 265769 | 197434.017622074 | 68334.982377926 |
45 | 269651 | 180660.561037924 | 88990.4389620756 |
46 | 149112 | 188856.837261898 | -39744.8372618975 |
47 | 175824 | 124845.459076162 | 50978.5409238379 |
48 | 152871 | 181726.740633268 | -28855.7406332681 |
49 | 111665 | 157774.158309932 | -46109.1583099323 |
50 | 116408 | 209797.491433299 | -93389.4914332991 |
51 | 362301 | 216911.412772553 | 145389.587227447 |
52 | 78800 | 137790.210272918 | -58990.2102729177 |
53 | 183167 | 218411.868811795 | -35244.8688117945 |
54 | 277965 | 262833.372192058 | 15131.6278079421 |
55 | 150629 | 190210.396872017 | -39581.3968720174 |
56 | 168809 | 174761.440479148 | -5952.44047914773 |
57 | 24188 | 45966.7331625076 | -21778.7331625076 |
58 | 329267 | 243899.116983867 | 85367.8830161329 |
59 | 65029 | 111228.282801644 | -46199.2828016436 |
60 | 101097 | 97751.0418001315 | 3345.95819986849 |
61 | 218946 | 184024.611590605 | 34921.3884093953 |
62 | 244052 | 281328.023517608 | -37276.0235176084 |
63 | 341570 | 187289.472203903 | 154280.527796097 |
64 | 103597 | 97367.091439076 | 6229.90856092398 |
65 | 233328 | 212140.777932804 | 21187.222067196 |
66 | 256462 | 221919.041619795 | 34542.9583802047 |
67 | 206161 | 174171.108703032 | 31989.8912969683 |
68 | 311473 | 252501.406403733 | 58971.5935962668 |
69 | 235800 | 218373.380241182 | 17426.6197588181 |
70 | 177939 | 178375.208274132 | -436.208274132449 |
71 | 207176 | 197419.320910325 | 9756.67908967502 |
72 | 196553 | 194324.654157641 | 2228.34584235892 |
73 | 174184 | 149762.736276347 | 24421.2637236527 |
74 | 143246 | 196793.217234504 | -53547.2172345037 |
75 | 187559 | 198951.763744137 | -11392.7637441374 |
76 | 187681 | 188859.194660205 | -1178.19466020467 |
77 | 119016 | 161566.569859218 | -42550.5698592177 |
78 | 182192 | 208557.27122229 | -26365.2712222902 |
79 | 73566 | 116924.634605335 | -43358.6346053354 |
80 | 194979 | 211463.551911956 | -16484.5519119555 |
81 | 167488 | 180989.074864948 | -13501.0748649483 |
82 | 143756 | 188304.316161182 | -44548.3161611821 |
83 | 275541 | 204066.624914936 | 71474.3750850635 |
84 | 243199 | 189994.912981675 | 53204.0870183247 |
85 | 182999 | 312233.993313372 | -129234.993313372 |
86 | 135649 | 169640.48043889 | -33991.4804388899 |
87 | 152299 | 178437.915624598 | -26138.9156245983 |
88 | 120221 | 129534.027034185 | -9313.0270341848 |
89 | 346485 | 229528.681377474 | 116956.318622526 |
90 | 145790 | 137917.387700287 | 7872.61229971252 |
91 | 193339 | 202772.254347873 | -9433.25434787321 |
92 | 80953 | 94795.8410696753 | -13842.8410696753 |
93 | 122774 | 113235.910804493 | 9538.08919550672 |
94 | 130585 | 191884.025881141 | -61299.0258811412 |
95 | 112611 | 108812.408671597 | 3798.59132840344 |
96 | 286468 | 187159.199467222 | 99308.8005327778 |
97 | 241066 | 220031.016094094 | 21034.9839059062 |
98 | 148446 | 241750.575221312 | -93304.5752213125 |
99 | 204713 | 161030.83947611 | 43682.1605238903 |
100 | 182079 | 209824.975151033 | -27745.9751510333 |
101 | 140344 | 143803.443630562 | -3459.44363056169 |
102 | 220516 | 169132.366279208 | 51383.6337207921 |
103 | 243060 | 203886.564385142 | 39173.4356148579 |
104 | 162765 | 207319.444745889 | -44554.4447458885 |
105 | 182613 | 221710.996433792 | -39097.9964337919 |
106 | 232138 | 249376.997688394 | -17238.9976883936 |
107 | 265318 | 279651.173975974 | -14333.1739759739 |
108 | 85574 | 108560.237815918 | -22986.2378159183 |
109 | 310839 | 227820.919940924 | 83018.0800590763 |
110 | 225060 | 239575.400279284 | -14515.4002792843 |
111 | 232317 | 229941.64853834 | 2375.35146166028 |
112 | 144966 | 153491.180519219 | -8525.18051921942 |
113 | 43287 | 117082.042429243 | -73795.0424292426 |
114 | 155754 | 117684.656426137 | 38069.3435738627 |
115 | 164709 | 189803.238255609 | -25094.2382556092 |
116 | 201940 | 188183.728777581 | 13756.2712224188 |
117 | 235454 | 193937.934392378 | 41516.0656076216 |
118 | 220801 | 113865.719858731 | 106935.280141269 |
119 | 99466 | 247008.497905928 | -147542.497905928 |
120 | 92661 | 103184.836774449 | -10523.8367744495 |
121 | 133328 | 117085.525308764 | 16242.4746912355 |
122 | 61361 | 69709.8868461679 | -8348.88684616792 |
123 | 125930 | 100586.320537606 | 25343.6794623944 |
124 | 100750 | 227673.734760062 | -126923.734760062 |
125 | 224549 | 214720.237726737 | 9828.76227326333 |
126 | 82316 | 69197.7633569817 | 13118.2366430183 |
127 | 102010 | 96904.1785744373 | 5105.82142556267 |
128 | 101523 | 138592.335339024 | -37069.3353390237 |
129 | 243511 | 233843.299209941 | 9667.70079005877 |
130 | 22938 | 24288.6773866228 | -1350.67738662278 |
131 | 41566 | 59321.8536526675 | -17755.8536526675 |
132 | 152474 | 173430.733409271 | -20956.7334092715 |
133 | 61857 | 74680.6853823985 | -12823.6853823985 |
134 | 99923 | 124660.783720202 | -24737.7837202018 |
135 | 132487 | 166098.035867787 | -33611.0358677865 |
136 | 317394 | 190280.913282971 | 127113.086717029 |
137 | 21054 | 20065.6129847488 | 988.387015251171 |
138 | 209641 | 172327.006485301 | 37313.9935146991 |
139 | 22648 | 95533.5213724943 | -72885.5213724943 |
140 | 31414 | 55607.9672417732 | -24193.9672417732 |
141 | 46698 | 68321.0981376499 | -21623.0981376499 |
142 | 131698 | 131088.258622618 | 609.741377381967 |
143 | 91735 | 88925.4721471099 | 2809.52785289012 |
144 | 244749 | 184003.738825218 | 60745.261174782 |
145 | 184510 | 233067.54412875 | -48557.5441287504 |
146 | 79863 | 111134.589021162 | -31271.5890211617 |
147 | 128423 | 212241.815988899 | -83818.8159888985 |
148 | 97839 | 169371.050477563 | -71532.0504775633 |
149 | 38214 | 50341.8571475076 | -12127.8571475076 |
150 | 151101 | 194863.231961388 | -43762.2319613885 |
151 | 272458 | 228531.050227488 | 43926.9497725124 |
152 | 172494 | 222767.920910971 | -50273.9209109714 |
153 | 108043 | 89345.4713198656 | 18697.5286801344 |
154 | 328107 | 231139.299856432 | 96967.7001435679 |
155 | 250579 | 219875.465592757 | 30703.5344072435 |
156 | 351067 | 329293.166050005 | 21773.8339499952 |
157 | 158015 | 171871.003905978 | -13856.0039059778 |
158 | 98866 | 76854.5404897126 | 22011.4595102875 |
159 | 85439 | 150797.889456534 | -65358.8894565336 |
160 | 229242 | 187772.573488477 | 41469.4265115226 |
161 | 351619 | 234788.241473977 | 116830.758526023 |
162 | 84207 | 199801.960236139 | -115594.960236139 |
163 | 120445 | 107583.368788293 | 12861.6312117069 |
164 | 324598 | 241258.650114117 | 83339.3498858828 |
165 | 131069 | 152164.855905909 | -21095.8559059092 |
166 | 204271 | 185859.965398743 | 18411.0346012565 |
167 | 165543 | 158375.075848425 | 7167.92415157474 |
168 | 141722 | 161189.268512285 | -19467.2685122851 |
169 | 116048 | 105643.025626012 | 10404.9743739876 |
170 | 250047 | 138717.41871486 | 111329.58128514 |
171 | 299775 | 192241.118944893 | 107533.881055107 |
172 | 195838 | 194836.548063331 | 1001.45193666915 |
173 | 173260 | 111385.208626614 | 61874.7913733864 |
174 | 254488 | 221094.56613428 | 33393.4338657205 |
175 | 104389 | 243329.099804975 | -138940.099804975 |
176 | 136084 | 77662.7952502357 | 58421.2047497643 |
177 | 199476 | 223607.776773545 | -24131.7767735455 |
178 | 92499 | 88743.7377777772 | 3755.26222222277 |
179 | 224330 | 241396.148170749 | -17066.1481707493 |
180 | 135781 | 78579.075627698 | 57201.924372302 |
181 | 74408 | 64273.3007571919 | 10134.6992428081 |
182 | 81240 | 104249.955278924 | -23009.955278924 |
183 | 14688 | 18885.4450575404 | -4197.44505754044 |
184 | 181633 | 160250.220030766 | 21382.7799692343 |
185 | 271856 | 174832.198282859 | 97023.8017171415 |
186 | 7199 | 15071.3402125036 | -7872.34021250364 |
187 | 46660 | 34411.5685857712 | 12248.4314142288 |
188 | 17547 | 19822.5473904555 | -2275.54739045547 |
189 | 133368 | 90136.5640068699 | 43231.4359931301 |
190 | 95227 | 142380.140161698 | -47153.1401616978 |
191 | 152601 | 147354.054915818 | 5246.94508418228 |
192 | 98146 | 88494.6595061716 | 9651.34049382836 |
193 | 79619 | 64311.3846043964 | 15307.6153956036 |
194 | 59194 | 118808.982096143 | -59614.9820961434 |
195 | 139942 | 134399.185451504 | 5542.81454849613 |
196 | 118612 | 74525.0349714783 | 44086.9650285217 |
197 | 72880 | 91872.5961718068 | -18992.5961718068 |
198 | 65475 | 108315.655536548 | -42840.6555365482 |
199 | 99643 | 109764.236876609 | -10121.2368766091 |
200 | 71965 | 96269.8582981325 | -24304.8582981325 |
201 | 77272 | 84601.6837696896 | -7329.68376968962 |
202 | 49289 | 96524.4127284727 | -47235.4127284727 |
203 | 135131 | 86368.3012444006 | 48762.6987555994 |
204 | 108446 | 102322.029629217 | 6123.97037078267 |
205 | 89746 | 88310.637685894 | 1435.36231410602 |
206 | 44296 | 89800.9219528894 | -45504.9219528894 |
207 | 77648 | 78979.11604007 | -1331.11604006998 |
208 | 181528 | 94223.3231011256 | 87304.6768988744 |
209 | 134019 | 91201.5072800828 | 42817.4927199172 |
210 | 124064 | 98894.4420963892 | 25169.5579036108 |
211 | 92630 | 50949.7431702825 | 41680.2568297175 |
212 | 121848 | 88958.644453878 | 32889.355546122 |
213 | 52915 | 86795.6755025371 | -33880.6755025371 |
214 | 81872 | 83432.5227100755 | -1560.52271007545 |
215 | 58981 | 117276.112630582 | -58295.1126305817 |
216 | 53515 | 90366.8236251558 | -36851.8236251558 |
217 | 60812 | 69340.9409946804 | -8528.9409946804 |
218 | 56375 | 84132.6701579015 | -27757.6701579015 |
219 | 65490 | 75521.196521321 | -10031.196521321 |
220 | 80949 | 75263.0828900176 | 5685.91710998236 |
221 | 76302 | 97745.943249553 | -21443.943249553 |
222 | 104011 | 129621.188137507 | -25610.1881375072 |
223 | 98104 | 83714.367504413 | 14389.632495587 |
224 | 67989 | 93253.2218758787 | -25264.2218758788 |
225 | 30989 | 66515.8903202429 | -35526.8903202429 |
226 | 135458 | 62680.0050180302 | 72777.9949819698 |
227 | 73504 | 59110.3764122666 | 14393.6235877334 |
228 | 63123 | 93837.9703468603 | -30714.9703468603 |
229 | 61254 | 63795.9071077295 | -2541.90710772946 |
230 | 74914 | 133899.041911809 | -58985.0419118093 |
231 | 31774 | 65819.0714749306 | -34045.0714749306 |
232 | 81437 | 75551.4795598082 | 5885.52044019181 |
233 | 87186 | 96991.0573457732 | -9805.05734577317 |
234 | 50090 | 78953.4732479061 | -28863.4732479061 |
235 | 65745 | 104945.216499931 | -39200.2164999307 |
236 | 56653 | 87098.6608749391 | -30445.6608749391 |
237 | 158399 | 91113.3332771274 | 67285.6667228726 |
238 | 46455 | 70720.9938895496 | -24265.9938895496 |
239 | 73624 | 77070.1669695323 | -3446.16696953229 |
240 | 38395 | 71311.6442882773 | -32916.6442882773 |
241 | 91899 | 84264.7864083655 | 7634.21359163454 |
242 | 139526 | 112205.41251167 | 27320.5874883302 |
243 | 52164 | 71248.1136822088 | -19084.1136822088 |
244 | 51567 | 73880.4911437158 | -22313.4911437158 |
245 | 70551 | 78472.201003481 | -7921.20100348098 |
246 | 84856 | 93597.8393651154 | -8741.8393651154 |
247 | 102538 | 90676.0704414696 | 11861.9295585304 |
248 | 86678 | 77346.0209035488 | 9331.97909645117 |
249 | 85709 | 66749.1173450765 | 18959.8826549235 |
250 | 34662 | 54210.1142262896 | -19548.1142262896 |
251 | 150580 | 112228.924916 | 38351.0750839997 |
252 | 99611 | 108552.909967686 | -8941.90996768609 |
253 | 19349 | 12343.5425347017 | 7005.45746529833 |
254 | 99373 | 85570.8300963795 | 13802.1699036205 |
255 | 86230 | 74548.1906457466 | 11681.8093542534 |
256 | 30837 | 20272.1188211371 | 10564.8811788629 |
257 | 31706 | 57269.4347569299 | -25563.4347569299 |
258 | 89806 | 78435.5712830234 | 11370.4287169767 |
259 | 62088 | 67629.4133468592 | -5541.41334685915 |
260 | 40151 | 44234.4589874527 | -4083.45898745267 |
261 | 27634 | 60550.2754890411 | -32916.2754890411 |
262 | 76990 | 78053.8502652966 | -1063.85026529655 |
263 | 37460 | 30105.7809803844 | 7354.21901961558 |
264 | 54157 | 67165.9948342764 | -13008.9948342763 |
265 | 49862 | 77917.7646247947 | -28055.7646247947 |
266 | 84337 | 68457.9463531154 | 15879.0536468846 |
267 | 64175 | 78848.3150822567 | -14673.3150822567 |
268 | 59382 | 63243.1019038771 | -3861.10190387706 |
269 | 119308 | 73775.315718329 | 45532.684281671 |
270 | 76702 | 109821.566932486 | -33119.5669324857 |
271 | 103425 | 84626.1574618467 | 18798.8425381533 |
272 | 70344 | 77566.1677656181 | -7222.16776561806 |
273 | 43410 | 9167.1011029827 | 34242.8988970173 |
274 | 104838 | 77599.8873700816 | 27238.1126299184 |
275 | 62215 | 50773.0638392766 | 11441.9361607234 |
276 | 69304 | 81801.4435781708 | -12497.4435781709 |
277 | 53117 | 67303.1080611257 | -14186.1080611257 |
278 | 19764 | 14120.2419406708 | 5643.7580593292 |
279 | 86680 | 65104.0540074595 | 21575.9459925405 |
280 | 84105 | 72808.7273348249 | 11296.2726651751 |
281 | 77945 | 83172.6499555001 | -5227.64995550008 |
282 | 89113 | 112312.973480759 | -23199.9734807592 |
283 | 91005 | 62954.6208587655 | 28050.3791412345 |
284 | 40248 | 19532.5668286546 | 20715.4331713454 |
285 | 64187 | 69141.5117277674 | -4954.51172776745 |
286 | 50857 | 95020.7298283165 | -44163.7298283165 |
287 | 56613 | 46607.0072218264 | 10005.9927781736 |
288 | 62792 | 74127.9936685407 | -11335.9936685407 |
289 | 72535 | 68196.2245734151 | 4338.77542658488 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.981888229598087 | 0.0362235408038267 | 0.0181117704019133 |
8 | 0.964723129450229 | 0.0705537410995411 | 0.0352768705497705 |
9 | 0.944797826826413 | 0.110404346347175 | 0.0552021731735874 |
10 | 0.994031098819001 | 0.0119378023619973 | 0.00596890118099865 |
11 | 0.993369195442018 | 0.0132616091159651 | 0.00663080455798253 |
12 | 0.995022029628102 | 0.00995594074379527 | 0.00497797037189764 |
13 | 0.992437533131 | 0.0151249337379996 | 0.0075624668689998 |
14 | 0.989237181378393 | 0.0215256372432144 | 0.0107628186216072 |
15 | 0.985937593004989 | 0.0281248139900226 | 0.0140624069950113 |
16 | 0.977384533345018 | 0.0452309333099646 | 0.0226154666549823 |
17 | 0.973681646932348 | 0.0526367061353038 | 0.0263183530676519 |
18 | 0.984023012481922 | 0.0319539750361567 | 0.0159769875180783 |
19 | 0.976104472453809 | 0.0477910550923825 | 0.0238955275461912 |
20 | 0.983143954501028 | 0.0337120909979449 | 0.0168560454989724 |
21 | 0.982216633719218 | 0.035566732561565 | 0.0177833662807825 |
22 | 0.974614685307838 | 0.0507706293843232 | 0.0253853146921616 |
23 | 0.998553549088671 | 0.00289290182265701 | 0.00144645091132851 |
24 | 0.998010078024131 | 0.00397984395173736 | 0.00198992197586868 |
25 | 0.999603430155328 | 0.000793139689344535 | 0.000396569844672267 |
26 | 0.999401257743952 | 0.00119748451209587 | 0.000598742256047933 |
27 | 0.999133026206964 | 0.00173394758607182 | 0.00086697379303591 |
28 | 0.998713253457705 | 0.00257349308458978 | 0.00128674654229489 |
29 | 0.998144492810263 | 0.00371101437947435 | 0.00185550718973717 |
30 | 0.997241673305619 | 0.00551665338876271 | 0.00275832669438136 |
31 | 0.995985700368559 | 0.00802859926288242 | 0.00401429963144121 |
32 | 0.995283997620604 | 0.00943200475879261 | 0.0047160023793963 |
33 | 0.995292728834368 | 0.00941454233126343 | 0.00470727116563172 |
34 | 0.993524389006027 | 0.0129512219879455 | 0.00647561099397277 |
35 | 0.996631182947477 | 0.00673763410504568 | 0.00336881705252284 |
36 | 0.997452693326931 | 0.00509461334613885 | 0.00254730667306942 |
37 | 0.99632198526707 | 0.00735602946585927 | 0.00367801473292964 |
38 | 0.995546685228746 | 0.00890662954250813 | 0.00445331477125406 |
39 | 0.998423427858539 | 0.00315314428292239 | 0.0015765721414612 |
40 | 0.997973884872634 | 0.00405223025473225 | 0.00202611512736612 |
41 | 0.997112436694878 | 0.00577512661024348 | 0.00288756330512174 |
42 | 0.995906416069216 | 0.00818716786156793 | 0.00409358393078396 |
43 | 0.9943661305765 | 0.0112677388470009 | 0.00563386942350043 |
44 | 0.994041969631312 | 0.0119160607373752 | 0.0059580303686876 |
45 | 0.995191159085333 | 0.00961768182933434 | 0.00480884091466717 |
46 | 0.995673238923733 | 0.00865352215253451 | 0.00432676107626725 |
47 | 0.994858185255238 | 0.0102836294895235 | 0.00514181474476173 |
48 | 0.995152118972191 | 0.00969576205561867 | 0.00484788102780934 |
49 | 0.995674774410038 | 0.00865045117992445 | 0.00432522558996223 |
50 | 0.998446284184947 | 0.0031074316301068 | 0.0015537158150534 |
51 | 0.999694996755808 | 0.000610006488383601 | 0.0003050032441918 |
52 | 0.999749862013295 | 0.000500275973409841 | 0.000250137986704921 |
53 | 0.999744484739157 | 0.00051103052168573 | 0.000255515260842865 |
54 | 0.999668342887525 | 0.000663314224950624 | 0.000331657112475312 |
55 | 0.999658403383606 | 0.000683193232787485 | 0.000341596616393742 |
56 | 0.999529581345544 | 0.000940837308911416 | 0.000470418654455708 |
57 | 0.999378120321698 | 0.00124375935660388 | 0.000621879678301942 |
58 | 0.999491224373796 | 0.00101755125240885 | 0.000508775626204424 |
59 | 0.999479308610752 | 0.00104138277849638 | 0.000520691389248192 |
60 | 0.999261130621145 | 0.00147773875771 | 0.000738869378855 |
61 | 0.999018096942069 | 0.00196380611586299 | 0.000981903057931497 |
62 | 0.999249586458498 | 0.00150082708300311 | 0.000750413541501554 |
63 | 0.999872171585253 | 0.000255656829494782 | 0.000127828414747391 |
64 | 0.999813905422407 | 0.000372189155185438 | 0.000186094577592719 |
65 | 0.999765143346178 | 0.000469713307643164 | 0.000234856653821582 |
66 | 0.999685561537557 | 0.000628876924884984 | 0.000314438462442492 |
67 | 0.999579126182516 | 0.000841747634967093 | 0.000420873817483546 |
68 | 0.999523489994069 | 0.000953020011861641 | 0.00047651000593082 |
69 | 0.99951941340546 | 0.000961173189079917 | 0.000480586594539959 |
70 | 0.999328770895979 | 0.00134245820804266 | 0.000671229104021329 |
71 | 0.999096179135352 | 0.00180764172929573 | 0.000903820864647863 |
72 | 0.998848576839317 | 0.00230284632136528 | 0.00115142316068264 |
73 | 0.998485976869808 | 0.0030280462603847 | 0.00151402313019235 |
74 | 0.999020175745448 | 0.00195964850910442 | 0.00097982425455221 |
75 | 0.998718621544001 | 0.00256275691199721 | 0.0012813784559986 |
76 | 0.998356812354182 | 0.00328637529163653 | 0.00164318764581826 |
77 | 0.998460926736969 | 0.00307814652606267 | 0.00153907326303133 |
78 | 0.998115103857625 | 0.00376979228475076 | 0.00188489614237538 |
79 | 0.997916010799808 | 0.00416797840038372 | 0.00208398920019186 |
80 | 0.997325521613309 | 0.00534895677338176 | 0.00267447838669088 |
81 | 0.996665712547495 | 0.00666857490501035 | 0.00333428745250517 |
82 | 0.996534946914073 | 0.00693010617185357 | 0.00346505308592679 |
83 | 0.997123604601576 | 0.00575279079684768 | 0.00287639539842384 |
84 | 0.996946465278969 | 0.006107069442062 | 0.003053534721031 |
85 | 0.999816342747744 | 0.000367314504511555 | 0.000183657252255778 |
86 | 0.999782344942713 | 0.000435310114573382 | 0.000217655057286691 |
87 | 0.999724001327368 | 0.000551997345263625 | 0.000275998672631812 |
88 | 0.999622090193046 | 0.000755819613907097 | 0.000377909806953548 |
89 | 0.999907370234976 | 0.000185259530048924 | 9.26297650244621e-05 |
90 | 0.999869433700607 | 0.000261132598785202 | 0.000130566299392601 |
91 | 0.999820802600197 | 0.000358394799606054 | 0.000179197399803027 |
92 | 0.999758838106873 | 0.00048232378625395 | 0.000241161893126975 |
93 | 0.99967072162101 | 0.00065855675797963 | 0.000329278378989815 |
94 | 0.999739228819108 | 0.000521542361783349 | 0.000260771180891674 |
95 | 0.999641053808494 | 0.00071789238301113 | 0.000358946191505565 |
96 | 0.999854776949139 | 0.000290446101721941 | 0.00014522305086097 |
97 | 0.999805251535279 | 0.000389496929441542 | 0.000194748464720771 |
98 | 0.999928987413383 | 0.000142025173233626 | 7.10125866168128e-05 |
99 | 0.999921519906089 | 0.000156960187821639 | 7.84800939108194e-05 |
100 | 0.999903273578623 | 0.000193452842753917 | 9.67264213769584e-05 |
101 | 0.999864488488116 | 0.000271023023768378 | 0.000135511511884189 |
102 | 0.999864387381148 | 0.000271225237703727 | 0.000135612618851863 |
103 | 0.999842708845211 | 0.000314582309578176 | 0.000157291154789088 |
104 | 0.999840351827181 | 0.000319296345637686 | 0.000159648172818843 |
105 | 0.999824772009748 | 0.000350455980504403 | 0.000175227990252202 |
106 | 0.999769303697763 | 0.000461392604473321 | 0.00023069630223666 |
107 | 0.999694331021919 | 0.000611337956162334 | 0.000305668978081167 |
108 | 0.999611335607788 | 0.000777328784423829 | 0.000388664392211915 |
109 | 0.999788035790797 | 0.000423928418405525 | 0.000211964209202762 |
110 | 0.999718362679604 | 0.000563274640792561 | 0.00028163732039628 |
111 | 0.999617801456589 | 0.000764397086821093 | 0.000382198543410546 |
112 | 0.999488483700161 | 0.00102303259967896 | 0.000511516299839479 |
113 | 0.999660038150888 | 0.00067992369822447 | 0.000339961849112235 |
114 | 0.999614439259357 | 0.000771121481286273 | 0.000385560740643137 |
115 | 0.999518928040483 | 0.000962143919034393 | 0.000481071959517196 |
116 | 0.99936432020376 | 0.00127135959247918 | 0.000635679796239588 |
117 | 0.999307925226718 | 0.00138414954656316 | 0.000692074773281581 |
118 | 0.999785015211489 | 0.00042996957702116 | 0.00021498478851058 |
119 | 0.999988321917424 | 2.33561651527231e-05 | 1.16780825763616e-05 |
120 | 0.999983344508638 | 3.33109827230274e-05 | 1.66554913615137e-05 |
121 | 0.999976884859332 | 4.62302813369264e-05 | 2.31151406684632e-05 |
122 | 0.999967192776471 | 6.56144470573501e-05 | 3.2807223528675e-05 |
123 | 0.999957506139554 | 8.49877208919943e-05 | 4.24938604459971e-05 |
124 | 0.999996528923911 | 6.94215217738532e-06 | 3.47107608869266e-06 |
125 | 0.999994909220574 | 1.01815588523829e-05 | 5.09077942619145e-06 |
126 | 0.999992675776207 | 1.46484475862688e-05 | 7.3242237931344e-06 |
127 | 0.999989287404411 | 2.14251911775914e-05 | 1.07125955887957e-05 |
128 | 0.99998789573842 | 2.42085231597595e-05 | 1.21042615798797e-05 |
129 | 0.999982672304742 | 3.46553905166827e-05 | 1.73276952583414e-05 |
130 | 0.999975071648665 | 4.98567026708138e-05 | 2.49283513354069e-05 |
131 | 0.99996625325871 | 6.74934825795291e-05 | 3.37467412897645e-05 |
132 | 0.9999549905027 | 9.00189946009784e-05 | 4.50094973004892e-05 |
133 | 0.999938471386632 | 0.000123057226736034 | 6.15286133680169e-05 |
134 | 0.999920199691044 | 0.000159600617911259 | 7.98003089556293e-05 |
135 | 0.9999023694704 | 0.000195261059200038 | 9.76305296000189e-05 |
136 | 0.999988622038043 | 2.27559239131361e-05 | 1.1377961956568e-05 |
137 | 0.999983517124868 | 3.29657502646662e-05 | 1.64828751323331e-05 |
138 | 0.999980171413109 | 3.96571737815042e-05 | 1.98285868907521e-05 |
139 | 0.999989472619329 | 2.10547613428753e-05 | 1.05273806714376e-05 |
140 | 0.999986725920289 | 2.65481594227209e-05 | 1.32740797113604e-05 |
141 | 0.999982647571653 | 3.47048566934878e-05 | 1.73524283467439e-05 |
142 | 0.999975232527808 | 4.95349443838975e-05 | 2.47674721919488e-05 |
143 | 0.999964486115297 | 7.10277694061338e-05 | 3.55138847030669e-05 |
144 | 0.999972004904408 | 5.59901911837967e-05 | 2.79950955918984e-05 |
145 | 0.999973173246948 | 5.36535061033876e-05 | 2.68267530516938e-05 |
146 | 0.999967702791904 | 6.45944161922625e-05 | 3.22972080961312e-05 |
147 | 0.999986370812017 | 2.72583759658855e-05 | 1.36291879829427e-05 |
148 | 0.999993782831466 | 1.24343370674237e-05 | 6.21716853371185e-06 |
149 | 0.99999162505501 | 1.67498899790473e-05 | 8.37494498952365e-06 |
150 | 0.999991819834832 | 1.63603303358598e-05 | 8.18016516792988e-06 |
151 | 0.999991565468809 | 1.68690623820825e-05 | 8.43453119104126e-06 |
152 | 0.999992172386858 | 1.5655226284503e-05 | 7.82761314225152e-06 |
153 | 0.999988938052216 | 2.21238955681235e-05 | 1.10619477840617e-05 |
154 | 0.999997081089745 | 5.83782050940374e-06 | 2.91891025470187e-06 |
155 | 0.99999628138002 | 7.43723995999678e-06 | 3.71861997999839e-06 |
156 | 0.999994681633851 | 1.06367322974682e-05 | 5.31836614873409e-06 |
157 | 0.999992482522961 | 1.50349540773576e-05 | 7.51747703867879e-06 |
158 | 0.999989434943806 | 2.11301123871023e-05 | 1.05650561935511e-05 |
159 | 0.999993663430226 | 1.26731395478005e-05 | 6.33656977390025e-06 |
160 | 0.999992752970611 | 1.44940587784831e-05 | 7.24702938924154e-06 |
161 | 0.999999398643692 | 1.20271261648856e-06 | 6.01356308244278e-07 |
162 | 0.999999971762257 | 5.64754855934796e-08 | 2.82377427967398e-08 |
163 | 0.999999954917848 | 9.0164303662706e-08 | 4.5082151831353e-08 |
164 | 0.999999986911418 | 2.6177164763638e-08 | 1.3088582381819e-08 |
165 | 0.99999998062036 | 3.8759279933976e-08 | 1.9379639966988e-08 |
166 | 0.999999971900572 | 5.61988555435696e-08 | 2.80994277717848e-08 |
167 | 0.999999955219753 | 8.9560493744911e-08 | 4.47802468724555e-08 |
168 | 0.99999993531104 | 1.29377919908044e-07 | 6.46889599540219e-08 |
169 | 0.999999896057816 | 2.07884367755128e-07 | 1.03942183877564e-07 |
170 | 0.999999990836466 | 1.83270688657059e-08 | 9.16353443285295e-09 |
171 | 0.999999999733848 | 5.32304195260496e-10 | 2.66152097630248e-10 |
172 | 0.99999999956006 | 8.79879202734517e-10 | 4.39939601367258e-10 |
173 | 0.999999999780555 | 4.38889963409292e-10 | 2.19444981704646e-10 |
174 | 0.999999999875286 | 2.49427101734711e-10 | 1.24713550867355e-10 |
175 | 0.999999999998872 | 2.25639955499536e-12 | 1.12819977749768e-12 |
176 | 0.999999999999343 | 1.31352885861971e-12 | 6.56764429309857e-13 |
177 | 0.999999999998867 | 2.26593732301315e-12 | 1.13296866150658e-12 |
178 | 0.999999999997798 | 4.40500369911861e-12 | 2.20250184955931e-12 |
179 | 0.999999999995883 | 8.23334185733803e-12 | 4.11667092866902e-12 |
180 | 0.999999999997736 | 4.52757481620566e-12 | 2.26378740810283e-12 |
181 | 0.999999999995624 | 8.75226432879726e-12 | 4.37613216439863e-12 |
182 | 0.999999999993363 | 1.32734836713725e-11 | 6.63674183568625e-12 |
183 | 0.999999999988459 | 2.30827746828816e-11 | 1.15413873414408e-11 |
184 | 0.999999999984493 | 3.10130987170094e-11 | 1.55065493585047e-11 |
185 | 0.999999999999965 | 6.96133059189183e-14 | 3.48066529594592e-14 |
186 | 0.999999999999956 | 8.81784065517361e-14 | 4.40892032758681e-14 |
187 | 0.99999999999991 | 1.80792154651215e-13 | 9.03960773256074e-14 |
188 | 0.99999999999988 | 2.40116081102267e-13 | 1.20058040551134e-13 |
189 | 0.999999999999906 | 1.88267891713632e-13 | 9.4133945856816e-14 |
190 | 0.999999999999851 | 2.98942025681337e-13 | 1.49471012840668e-13 |
191 | 0.999999999999755 | 4.9013918183935e-13 | 2.45069590919675e-13 |
192 | 0.999999999999535 | 9.29069614884554e-13 | 4.64534807442277e-13 |
193 | 0.999999999999076 | 1.84896669767818e-12 | 9.2448334883909e-13 |
194 | 0.999999999999339 | 1.32158813248427e-12 | 6.60794066242137e-13 |
195 | 0.999999999998858 | 2.2840760165076e-12 | 1.1420380082538e-12 |
196 | 0.999999999998984 | 2.03280812809945e-12 | 1.01640406404973e-12 |
197 | 0.999999999998067 | 3.86571760361635e-12 | 1.93285880180818e-12 |
198 | 0.999999999998661 | 2.67797882084404e-12 | 1.33898941042202e-12 |
199 | 0.999999999997341 | 5.31793721355529e-12 | 2.65896860677764e-12 |
200 | 0.999999999996281 | 7.43851849554372e-12 | 3.71925924777186e-12 |
201 | 0.999999999992602 | 1.47956435091449e-11 | 7.39782175457244e-12 |
202 | 0.999999999991549 | 1.69019206497587e-11 | 8.45096032487934e-12 |
203 | 0.999999999994487 | 1.10264565711715e-11 | 5.51322828558575e-12 |
204 | 0.99999999998906 | 2.18803037008823e-11 | 1.09401518504411e-11 |
205 | 0.9999999999781 | 4.38001386049681e-11 | 2.1900069302484e-11 |
206 | 0.999999999979664 | 4.06726244012286e-11 | 2.03363122006143e-11 |
207 | 0.99999999995856 | 8.288087628627e-11 | 4.1440438143135e-11 |
208 | 0.999999999999148 | 1.70485080294543e-12 | 8.52425401472717e-13 |
209 | 0.999999999999648 | 7.04791028708486e-13 | 3.52395514354243e-13 |
210 | 0.999999999999749 | 5.01069992223687e-13 | 2.50534996111844e-13 |
211 | 0.999999999999797 | 4.06748104158217e-13 | 2.03374052079109e-13 |
212 | 0.999999999999897 | 2.06335444450571e-13 | 1.03167722225285e-13 |
213 | 0.999999999999823 | 3.53067038418535e-13 | 1.76533519209267e-13 |
214 | 0.999999999999627 | 7.45554851398694e-13 | 3.72777425699347e-13 |
215 | 0.999999999999699 | 6.01984468076064e-13 | 3.00992234038032e-13 |
216 | 0.999999999999513 | 9.74307864069995e-13 | 4.87153932034997e-13 |
217 | 0.999999999998894 | 2.21202079621739e-12 | 1.10601039810869e-12 |
218 | 0.999999999998223 | 3.55442038192316e-12 | 1.77721019096158e-12 |
219 | 0.999999999996012 | 7.97688994420511e-12 | 3.98844497210255e-12 |
220 | 0.999999999991974 | 1.60519497035068e-11 | 8.02597485175339e-12 |
221 | 0.999999999983172 | 3.365660487554e-11 | 1.682830243777e-11 |
222 | 0.999999999965317 | 6.93664864773396e-11 | 3.46832432386698e-11 |
223 | 0.999999999946276 | 1.07447425038878e-10 | 5.37237125194391e-11 |
224 | 0.999999999899078 | 2.01844346168308e-10 | 1.00922173084154e-10 |
225 | 0.999999999877298 | 2.45403253505843e-10 | 1.22701626752921e-10 |
226 | 0.999999999995437 | 9.1260380731448e-12 | 4.5630190365724e-12 |
227 | 0.999999999991409 | 1.7181604275851e-11 | 8.59080213792551e-12 |
228 | 0.999999999984906 | 3.01872525910013e-11 | 1.50936262955006e-11 |
229 | 0.999999999965244 | 6.95124406724653e-11 | 3.47562203362327e-11 |
230 | 0.999999999982732 | 3.45367173098399e-11 | 1.726835865492e-11 |
231 | 0.999999999978028 | 4.39440831158652e-11 | 2.19720415579326e-11 |
232 | 0.999999999951458 | 9.70842262490562e-11 | 4.85421131245281e-11 |
233 | 0.999999999887828 | 2.24343456193136e-10 | 1.12171728096568e-10 |
234 | 0.999999999836941 | 3.2611870641499e-10 | 1.63059353207495e-10 |
235 | 0.999999999846951 | 3.0609754775199e-10 | 1.53048773875995e-10 |
236 | 0.999999999825293 | 3.49414906335906e-10 | 1.74707453167953e-10 |
237 | 0.999999999995301 | 9.39762898672705e-12 | 4.69881449336352e-12 |
238 | 0.999999999992744 | 1.45128204506253e-11 | 7.25641022531265e-12 |
239 | 0.999999999981072 | 3.78565006096199e-11 | 1.892825030481e-11 |
240 | 0.999999999985976 | 2.80471412177738e-11 | 1.40235706088869e-11 |
241 | 0.99999999996535 | 6.93003126462623e-11 | 3.46501563231312e-11 |
242 | 0.99999999997497 | 5.00595847593463e-11 | 2.50297923796732e-11 |
243 | 0.999999999958452 | 8.3096461820609e-11 | 4.15482309103045e-11 |
244 | 0.999999999940395 | 1.19209061781289e-10 | 5.96045308906446e-11 |
245 | 0.999999999855997 | 2.88005390930429e-10 | 1.44002695465215e-10 |
246 | 0.999999999639476 | 7.21048252723465e-10 | 3.60524126361733e-10 |
247 | 0.999999999245476 | 1.50904777646377e-09 | 7.54523888231886e-10 |
248 | 0.999999998172952 | 3.65409647403297e-09 | 1.82704823701649e-09 |
249 | 0.999999996933482 | 6.13303551865733e-09 | 3.06651775932866e-09 |
250 | 0.999999994684463 | 1.06310736405431e-08 | 5.31553682027156e-09 |
251 | 0.999999999178479 | 1.64304264214472e-09 | 8.21521321072362e-10 |
252 | 0.999999997885829 | 4.22834151243141e-09 | 2.11417075621571e-09 |
253 | 0.999999994615366 | 1.07692688083924e-08 | 5.38463440419621e-09 |
254 | 0.999999992186569 | 1.56268618551108e-08 | 7.81343092755542e-09 |
255 | 0.999999985807392 | 2.83852167578356e-08 | 1.41926083789178e-08 |
256 | 0.999999961830941 | 7.63381187099979e-08 | 3.81690593549989e-08 |
257 | 0.999999949547971 | 1.00904058524069e-07 | 5.04520292620345e-08 |
258 | 0.999999913058176 | 1.73883648871412e-07 | 8.69418244357059e-08 |
259 | 0.999999767587261 | 4.64825477757478e-07 | 2.32412738878739e-07 |
260 | 0.999999458996886 | 1.08200622748489e-06 | 5.41003113742443e-07 |
261 | 0.999999738495885 | 5.23008229356341e-07 | 2.6150411467817e-07 |
262 | 0.999999281236438 | 1.43752712446649e-06 | 7.18763562233245e-07 |
263 | 0.999998462937914 | 3.07412417135806e-06 | 1.53706208567903e-06 |
264 | 0.999997492950392 | 5.01409921599224e-06 | 2.50704960799612e-06 |
265 | 0.999997788475063 | 4.42304987471832e-06 | 2.21152493735916e-06 |
266 | 0.999994109873084 | 1.17802538314882e-05 | 5.89012691574412e-06 |
267 | 0.999991818017707 | 1.63639645867753e-05 | 8.18198229338765e-06 |
268 | 0.999985852242203 | 2.82955155937849e-05 | 1.41477577968924e-05 |
269 | 0.999992998455574 | 1.40030888529407e-05 | 7.00154442647037e-06 |
270 | 0.999990942469873 | 1.81150602548281e-05 | 9.05753012741404e-06 |
271 | 0.999980333473958 | 3.93330520838015e-05 | 1.96665260419007e-05 |
272 | 0.999951253464793 | 9.74930704141059e-05 | 4.87465352070529e-05 |
273 | 0.999854397806479 | 0.00029120438704162 | 0.00014560219352081 |
274 | 0.99985352772483 | 0.000292944550340565 | 0.000146472275170283 |
275 | 0.999554359887848 | 0.000891280224304868 | 0.000445640112152434 |
276 | 0.998792412970839 | 0.00241517405832133 | 0.00120758702916066 |
277 | 0.997731073298894 | 0.00453785340221219 | 0.00226892670110609 |
278 | 0.999040945725076 | 0.00191810854984736 | 0.000959054274923681 |
279 | 0.996777987138066 | 0.00644402572386782 | 0.00322201286193391 |
280 | 0.990059920324317 | 0.0198801593513666 | 0.00994007967568331 |
281 | 0.969816616343584 | 0.0603667673128318 | 0.0301833836564159 |
282 | 0.915132460075772 | 0.169735079848456 | 0.0848675399242278 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 254 | 0.920289855072464 | NOK |
5% type I error level | 270 | 0.978260869565217 | NOK |
10% type I error level | 274 | 0.992753623188406 | NOK |