Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = + 7223.28114357489 + 0.837981155252433total_size_compendium[t] + 3542.2039442882compendiums_reviewed[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) | 7223.28114357489 | 6977.819435 | 1.0352 | 0.301461 | 0.15073 |
total_size_compendium | 0.837981155252433 | 0.104628 | 8.0091 | 0 | 0 |
compendiums_reviewed | 3542.2039442882 | 399.191502 | 8.8734 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.807760557839545 |
R-squared | 0.652477118801253 |
Adjusted R-squared | 0.650046888862801 |
F-TEST (value) | 268.483697150344 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 286 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 48709.3862526937 |
Sum Squared Residuals | 678564832406.635 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 207582.11348974 | 3324.88651025988 |
2 | 120982 | 177454.061812877 | -56472.0618128773 |
3 | 176508 | 211482.538594574 | -34974.5385945743 |
4 | 179321 | 198287.22651568 | -18966.2265156803 |
5 | 123185 | 117297.563014554 | 5887.43698544619 |
6 | 52746 | 156725.644754481 | -103979.644754481 |
7 | 385534 | 195650.649796075 | 189883.350203925 |
8 | 33170 | 90094.7883486047 | -56924.7883486047 |
9 | 101645 | 60550.5215317718 | 41094.4784682282 |
10 | 149061 | 196672.206425364 | -47611.2064253642 |
11 | 165446 | 144075.423633754 | 21370.5763662462 |
12 | 237213 | 197299.707541927 | 39913.2924580731 |
13 | 173326 | 223164.34150501 | -49838.3415050103 |
14 | 133131 | 161918.844377725 | -28787.8443777247 |
15 | 258873 | 216321.994968229 | 42551.0050317705 |
16 | 180083 | 172787.690365493 | 7295.30963450663 |
17 | 324799 | 255550.809996315 | 69248.1900036852 |
18 | 230964 | 225631.389592722 | 5332.61040727759 |
19 | 236785 | 202070.769032681 | 34714.2309673188 |
20 | 135473 | 172194.604077332 | -36721.6040773321 |
21 | 202925 | 230933.641968222 | -28008.6419682215 |
22 | 215147 | 217746.332528014 | -2599.33252801398 |
23 | 344297 | 170182.176549669 | 174114.823450331 |
24 | 153935 | 150710.558421043 | 3224.44157895744 |
25 | 132943 | 227072.397607927 | -94129.3976079268 |
26 | 174724 | 185572.76885118 | -10848.7688511797 |
27 | 174415 | 186377.057957114 | -11962.0579571136 |
28 | 225548 | 188530.669526112 | 37017.3304738877 |
29 | 223632 | 184998.694158796 | 38633.3058412043 |
30 | 124817 | 121527.026708221 | 3289.97329177868 |
31 | 221698 | 189372.117808058 | 32325.8821919419 |
32 | 210767 | 229644.769350407 | -18877.7693504071 |
33 | 170266 | 218012.318160446 | -47746.318160446 |
34 | 260561 | 235109.705272098 | 25451.2947279025 |
35 | 84853 | 165060.435728766 | -80207.435728766 |
36 | 294424 | 209166.070676276 | 85257.9293237242 |
37 | 101011 | 76375.072869631 | 24635.927130369 |
38 | 215641 | 167344.049578901 | 48296.9504210988 |
39 | 325107 | 201123.300351271 | 123983.699648729 |
40 | 7176 | 8415.72832749911 | -1239.72832749911 |
41 | 167542 | 152880.2644351 | 14661.7355649004 |
42 | 106408 | 82859.4286500105 | 23548.5713499895 |
43 | 96560 | 86710.9628426592 | 9849.03715734081 |
44 | 265769 | 190228.47694769 | 75540.5230523101 |
45 | 269651 | 172236.906342348 | 97414.0936576521 |
46 | 149112 | 181963.641616544 | -32851.6416165437 |
47 | 175824 | 111579.902390194 | 64244.0976098059 |
48 | 152871 | 173352.982039072 | -20481.9820390718 |
49 | 111665 | 148144.832926768 | -36479.8329267681 |
50 | 116408 | 205343.546252231 | -88935.5462522312 |
51 | 362301 | 212049.621432536 | 150251.378567464 |
52 | 78800 | 127000.777215366 | -48200.7772153664 |
53 | 183167 | 214816.92321236 | -31649.92321236 |
54 | 277965 | 261913.140099857 | 16051.8599001428 |
55 | 150629 | 184111.272115383 | -33482.2721153833 |
56 | 168809 | 166957.509862185 | 1851.49013781478 |
57 | 24188 | 26378.0847944796 | -2190.08479447965 |
58 | 329267 | 242375.609465147 | 86891.3905348533 |
59 | 65029 | 98260.0767253844 | -33231.0767253844 |
60 | 101097 | 83378.976966267 | 17718.023033733 |
61 | 218946 | 177547.135322146 | 41398.8646778536 |
62 | 244052 | 283379.153377984 | -39327.1533779844 |
63 | 341570 | 179741.347159463 | 161828.652840537 |
64 | 103597 | 83833.2779544862 | 19763.7220455138 |
65 | 233328 | 207576.970400736 | 25751.0295992636 |
66 | 256462 | 219351.846820441 | 37110.1531795585 |
67 | 206161 | 167667.279900684 | 38493.720099316 |
68 | 311473 | 252497.526238405 | 58975.4737615953 |
69 | 235800 | 213714.89435778 | 22085.1056422203 |
70 | 177939 | 173977.738808024 | 3961.26119197586 |
71 | 207176 | 193487.385660467 | 13688.6143395334 |
72 | 196553 | 189773.280377279 | 6779.71962272062 |
73 | 174184 | 142020.693841075 | 32163.3061589252 |
74 | 143246 | 192251.075451289 | -49005.0754512885 |
75 | 187559 | 196343.455841712 | -8784.45584171159 |
76 | 187681 | 184291.150058582 | 3389.8499414182 |
77 | 119016 | 154612.921458981 | -35596.9214589808 |
78 | 182192 | 207615.370765157 | -25423.3707651567 |
79 | 73566 | 107647.429631703 | -34081.429631703 |
80 | 194979 | 210931.262196491 | -15952.2621964906 |
81 | 167488 | 176575.019581017 | -9087.0195810174 |
82 | 143756 | 185557.685190385 | -41801.6851903852 |
83 | 275541 | 202159.71023721 | 73381.2897627898 |
84 | 243199 | 186462.359231841 | 56736.6407681592 |
85 | 182999 | 316974.917844003 | -133975.917844003 |
86 | 135649 | 165555.68259152 | -29906.6825915202 |
87 | 152299 | 175542.914802927 | -23243.9148029272 |
88 | 120221 | 121885.509839561 | -1664.50983956088 |
89 | 346485 | 230751.077278449 | 115733.922721551 |
90 | 145790 | 131743.750554095 | 14046.2494459049 |
91 | 193339 | 202136.361966936 | -8797.3619669355 |
92 | 80953 | 83009.0816705837 | -2056.08167058375 |
93 | 122774 | 105632.142554357 | 17141.857445643 |
94 | 130585 | 189860.430417426 | -59275.4304174256 |
95 | 112611 | 100446.48476151 | 12164.5152384897 |
96 | 286468 | 185106.563323679 | 101361.436676321 |
97 | 241066 | 222990.937006909 | 18075.0629930908 |
98 | 148446 | 244579.384701388 | -96133.3847013883 |
99 | 204713 | 158590.55603217 | 46122.4439678295 |
100 | 182079 | 210310.752934351 | -28231.7529343507 |
101 | 140344 | 139114.575194659 | 1229.42480534061 |
102 | 220516 | 167333.993805038 | 53182.0061949618 |
103 | 243060 | 203644.382440173 | 39415.6175598271 |
104 | 162765 | 207208.258692425 | -44443.2586924253 |
105 | 182613 | 222548.341720476 | -39935.3417204764 |
106 | 232138 | 252488.743219599 | -20350.7432195991 |
107 | 265318 | 288564.20359382 | -23246.2035938204 |
108 | 85574 | 101944.014686983 | -16370.0146869826 |
109 | 310839 | 228744.143978268 | 82094.8560217318 |
110 | 225060 | 244484.923234989 | -19424.9232349894 |
111 | 232317 | 232917.808540751 | -600.8085407508 |
112 | 144966 | 152006.480494316 | -7040.48049431595 |
113 | 43287 | 111186.831627345 | -67899.8316273446 |
114 | 155754 | 112132.969952661 | 43621.0300473393 |
115 | 164709 | 190582.04739417 | -25873.0473941703 |
116 | 201940 | 188990.721180346 | 12949.2788196541 |
117 | 235454 | 195384.574995958 | 40069.4250040418 |
118 | 220801 | 108204.399094765 | 112596.600905235 |
119 | 99466 | 250059.813023388 | -150593.813023388 |
120 | 92661 | 96964.500258328 | -4303.50025832797 |
121 | 133328 | 112348.331109561 | 20979.6688904394 |
122 | 61361 | 60869.8499529591 | 491.150047040904 |
123 | 125930 | 94580.4438716348 | 31349.5561283652 |
124 | 100750 | 231533.290869165 | -130783.290869165 |
125 | 224549 | 218144.085571578 | 6404.91442842193 |
126 | 82316 | 60438.1744559318 | 21877.8255440682 |
127 | 102010 | 90421.3129939723 | 11588.6870060277 |
128 | 101523 | 136315.545333008 | -34792.5453330078 |
129 | 243511 | 240915.18111465 | 2595.81888534978 |
130 | 22938 | 11744.2470771979 | 11193.7529228021 |
131 | 41566 | 50413.3482946108 | -8847.34829461075 |
132 | 152474 | 175517.717767233 | -23043.7177672335 |
133 | 61857 | 67272.8063592068 | -5415.80635920677 |
134 | 99923 | 122873.662424712 | -22950.662424712 |
135 | 132487 | 168877.785497158 | -36390.7854971578 |
136 | 317394 | 193633.9747616 | 123760.0252384 |
137 | 21054 | 7939.75503131571 | 13114.2449686843 |
138 | 209641 | 173577.330584535 | 36063.6694154652 |
139 | 22648 | 90427.1788620591 | -67779.1788620591 |
140 | 31414 | 47389.8546854238 | -15975.8546854238 |
141 | 46698 | 61893.0825445585 | -15195.0825445585 |
142 | 131698 | 129515.155455026 | 2182.8445449742 |
143 | 91735 | 84862.4340152085 | 6872.56598479151 |
144 | 244749 | 188341.400987098 | 56407.5990129024 |
145 | 184510 | 241660.031159597 | -57150.0311595973 |
146 | 79863 | 109462.439212944 | -29599.4392129436 |
147 | 128423 | 219504.532193806 | -91081.5321938059 |
148 | 97839 | 171664.219607093 | -73825.2196070935 |
149 | 38214 | 42912.5213729101 | -4698.52137291006 |
150 | 151101 | 200927.993141061 | -49826.9931410615 |
151 | 272458 | 238153.252827974 | 34304.7471720256 |
152 | 172494 | 232180.123153335 | -59686.123153335 |
153 | 108043 | 85768.899221047 | 22274.100778953 |
154 | 328107 | 240900.03985282 | 87206.9601471805 |
155 | 250579 | 228547.186840135 | 22031.8131598651 |
156 | 351067 | 345688.975740126 | 5378.0242598743 |
157 | 158015 | 176712.621293587 | -18697.6212935873 |
158 | 98866 | 72978.7352473929 | 25887.2647526071 |
159 | 85439 | 154107.906827544 | -68668.9068275444 |
160 | 229242 | 193892.072957417 | 35349.9270425826 |
161 | 351619 | 245420.052603215 | 106198.947396785 |
162 | 84207 | 206667.87604936 | -122460.87604936 |
163 | 120445 | 106643.125000457 | 13801.8749995426 |
164 | 324598 | 252063.394398948 | 72534.6056010522 |
165 | 131069 | 156656.322722739 | -25587.3227227394 |
166 | 204271 | 193347.615610648 | 10923.384389352 |
167 | 165543 | 163841.288349946 | 1701.71165005394 |
168 | 141722 | 166000.477781851 | -24278.4777818508 |
169 | 116048 | 106069.338313254 | 9978.66168674587 |
170 | 250047 | 140790.972279066 | 109256.027720934 |
171 | 299775 | 199951.514691048 | 99823.4853089522 |
172 | 195838 | 202817.410242011 | -6979.41024201108 |
173 | 173260 | 112814.306232917 | 60445.6937670829 |
174 | 254488 | 232328.21541367 | 22159.7845863299 |
175 | 104389 | 256337.32869488 | -151948.32869488 |
176 | 136084 | 76016.416935183 | 60067.583064817 |
177 | 199476 | 234036.455781977 | -34560.4557819766 |
178 | 92499 | 88914.9108820093 | 3584.08911799075 |
179 | 224330 | 254403.152986485 | -30073.1529864849 |
180 | 135781 | 77658.0796193587 | 58122.9203806413 |
181 | 74408 | 61337.9934135644 | 13070.0065864356 |
182 | 81240 | 105609.951837067 | -24369.9518370673 |
183 | 14688 | 12270.4416416603 | 2417.5583583397 |
184 | 181633 | 167510.692626724 | 14122.3073732758 |
185 | 271856 | 184365.410809569 | 87490.5891904306 |
186 | 7199 | 8600.92216280989 | -1401.92216280989 |
187 | 46660 | 30112.1864233207 | 16547.8135766793 |
188 | 17547 | 14055.3991033841 | 3491.60089661586 |
189 | 133368 | 91346.6169924795 | 42021.3830075205 |
190 | 95227 | 149716.277997011 | -54489.2779970111 |
191 | 152601 | 153596.507918696 | -995.507918695783 |
192 | 98146 | 90161.7692399887 | 7984.23076001128 |
193 | 79619 | 63584.0133137856 | 16034.9866862144 |
194 | 59194 | 123774.434565572 | -64580.4345655722 |
195 | 139942 | 140006.852321895 | -64.8523218947485 |
196 | 118612 | 74936.2016250264 | 43675.7983749736 |
197 | 72880 | 94715.4740397027 | -21835.4740397028 |
198 | 65475 | 111099.335980981 | -45624.3359809814 |
199 | 99643 | 113502.89633839 | -13859.89633839 |
200 | 71965 | 98978.8917534825 | -27013.8917534825 |
201 | 77272 | 86948.8918897147 | -9676.89188971473 |
202 | 49289 | 101179.110695346 | -51890.1106953456 |
203 | 135131 | 88872.0010399829 | 46258.9989600171 |
204 | 108446 | 106239.275684662 | 2206.7243153381 |
205 | 89746 | 91731.3655448127 | -1985.36554481268 |
206 | 44296 | 93803.8081438243 | -49507.8081438243 |
207 | 77648 | 81730.7832359578 | -4082.78323595782 |
208 | 181528 | 97972.5339870605 | 83555.4660129395 |
209 | 134019 | 95273.5118880647 | 38745.4881119353 |
210 | 124064 | 104280.363748863 | 19783.6362511375 |
211 | 92630 | 51074.4578250688 | 41555.5421749312 |
212 | 121848 | 93077.9436602672 | 28770.0563397328 |
213 | 52915 | 91099.5277537523 | -38184.5277537523 |
214 | 81872 | 87289.1122387472 | -5417.11223874721 |
215 | 58981 | 124512.638362313 | -65531.6383623134 |
216 | 53515 | 95990.2161799502 | -42475.2161799502 |
217 | 60812 | 72188.5190179899 | -11376.5190179899 |
218 | 56375 | 87951.7825294434 | -31576.7825294434 |
219 | 65490 | 79529.4067411097 | -14039.4067411097 |
220 | 80949 | 79377.732152009 | 1571.26784799101 |
221 | 76302 | 104024.664294438 | -27722.6642944382 |
222 | 104011 | 138228.656310449 | -34217.6563104491 |
223 | 98104 | 88866.2503739684 | 9237.74962603155 |
224 | 67989 | 99262.3021870663 | -31273.3021870663 |
225 | 30989 | 70921.7219153928 | -39932.7219153928 |
226 | 135458 | 66048.5734924191 | 69409.4265075809 |
227 | 73504 | 61456.9867376102 | 12047.0132623898 |
228 | 63123 | 100178.157988721 | -37055.157988721 |
229 | 61254 | 67967.6655400195 | -6713.66554001953 |
230 | 74914 | 143910.226144097 | -68996.2261440968 |
231 | 31774 | 70912.5041226851 | -39138.5041226851 |
232 | 81437 | 80762.7997995689 | 674.200200431063 |
233 | 87186 | 103743.652602248 | -16557.6526022478 |
234 | 50090 | 85165.7255923737 | -35075.7255923737 |
235 | 65745 | 113523.238290261 | -47778.2382902607 |
236 | 56653 | 94209.2758208941 | -37556.2758208941 |
237 | 158399 | 98575.9956209146 | 59823.0043790854 |
238 | 46455 | 76945.1304593473 | -30490.1304593473 |
239 | 73624 | 83780.5427427414 | -10156.5427427414 |
240 | 38395 | 77624.6755752209 | -39229.6755752209 |
241 | 91899 | 91256.0574266761 | 642.942573323936 |
242 | 139526 | 122049.696544954 | 17476.3034550458 |
243 | 52164 | 77921.3209041802 | -25757.3209041803 |
244 | 51567 | 80451.070809815 | -28884.070809815 |
245 | 70551 | 85615.6062706719 | -15064.6062706719 |
246 | 84856 | 102107.190608112 | -17251.1906081121 |
247 | 102538 | 98763.5305965826 | 3774.46940341738 |
248 | 86678 | 84788.5188704378 | 1889.48112956221 |
249 | 85709 | 72765.7152308503 | 12943.2847691497 |
250 | 34662 | 58876.7851595518 | -24214.7851595518 |
251 | 150580 | 123353.652823563 | 27226.3471764369 |
252 | 99611 | 119400.000132046 | -19789.000132046 |
253 | 19349 | 14029.4216875713 | 5319.57831242869 |
254 | 99373 | 94776.589063 | 4596.41093699998 |
255 | 86230 | 83054.0130811376 | 3175.98691886243 |
256 | 30837 | 23340.4031066896 | 7496.59689331042 |
257 | 31706 | 63711.3288483478 | -32005.3288483478 |
258 | 89806 | 87341.0670703729 | 2464.93292962714 |
259 | 62088 | 76035.025323707 | -13947.025323707 |
260 | 40151 | 50103.2952671673 | -9952.29526716734 |
261 | 27634 | 68791.516217705 | -41157.516217705 |
262 | 76990 | 87610.1166222451 | -10620.1166222451 |
263 | 37460 | 35151.0823119258 | 2308.91768807415 |
264 | 54157 | 75963.7393244744 | -21806.7393244744 |
265 | 49862 | 87267.2095266383 | -37405.2095266383 |
266 | 84337 | 77384.8977627464 | 6952.10223725362 |
267 | 64175 | 89244.2374760235 | -25069.2374760235 |
268 | 59382 | 71737.6275554279 | -12355.6275554279 |
269 | 119308 | 83746.9658954952 | 35561.0341045048 |
270 | 76702 | 122924.548871038 | -46222.5488710377 |
271 | 103425 | 96026.9145476728 | 7398.08545232719 |
272 | 70344 | 88119.5515636024 | -17775.5515636024 |
273 | 43410 | 13095.9106806201 | 30314.0893193799 |
274 | 104838 | 88397.7613071462 | 16440.2386928538 |
275 | 62215 | 59024.5002470209 | 3190.49975297909 |
276 | 69304 | 93646.2100856006 | -24342.2100856006 |
277 | 53117 | 77122.49445908 | -24005.49445908 |
278 | 19764 | 19127.7566371633 | 636.243362836728 |
279 | 86680 | 75414.8040667479 | 11265.1959332521 |
280 | 84105 | 84246.4602650618 | -141.460265061787 |
281 | 77945 | 95702.6158405901 | -17757.6158405901 |
282 | 89113 | 125701.215212291 | -36588.2152122912 |
283 | 91005 | 73064.0941231563 | 17940.9058768436 |
284 | 40248 | 25954.0663299219 | 14293.9336700781 |
285 | 64187 | 80787.2164551436 | -16600.2164551436 |
286 | 50857 | 109025.735828985 | -58168.7358289847 |
287 | 56613 | 56449.4993590025 | 163.500640997494 |
288 | 62792 | 86236.550306714 | -23444.550306714 |
289 | 72535 | 80272.6960258186 | -7737.69602581858 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.687157268341003 | 0.625685463317993 | 0.312842731658997 |
7 | 0.98264760854219 | 0.0347047829156195 | 0.0173523914578097 |
8 | 0.965833140390699 | 0.0683337192186027 | 0.0341668596093013 |
9 | 0.94830850585793 | 0.103382988284139 | 0.0516914941420697 |
10 | 0.987773119758601 | 0.0244537604827972 | 0.0122268802413986 |
11 | 0.985080272347127 | 0.0298394553057458 | 0.0149197276528729 |
12 | 0.995431724955699 | 0.00913655008860118 | 0.00456827504430059 |
13 | 0.992117261095607 | 0.0157654778087858 | 0.00788273890439288 |
14 | 0.98683007492042 | 0.0263398501591608 | 0.0131699250795804 |
15 | 0.988808406471393 | 0.0223831870572133 | 0.0111915935286067 |
16 | 0.984118819157704 | 0.0317623616845911 | 0.0158811808422956 |
17 | 0.987881978837818 | 0.0242360423243633 | 0.0121180211621817 |
18 | 0.982840720122912 | 0.034318559754175 | 0.0171592798770875 |
19 | 0.9757943634542 | 0.0484112730915992 | 0.0242056365457996 |
20 | 0.973484932225351 | 0.0530301355492988 | 0.0265150677746494 |
21 | 0.968465121392448 | 0.0630697572151048 | 0.0315348786075524 |
22 | 0.955641693523896 | 0.0887166129522071 | 0.0443583064761035 |
23 | 0.998750409588419 | 0.00249918082316233 | 0.00124959041158117 |
24 | 0.9979973394287 | 0.00400532114260045 | 0.00200266057130022 |
25 | 0.999237105321587 | 0.00152578935682512 | 0.000762894678412559 |
26 | 0.998793935313916 | 0.0024121293721679 | 0.00120606468608395 |
27 | 0.998162223533301 | 0.00367555293339744 | 0.00183777646669872 |
28 | 0.997593375287816 | 0.0048132494243672 | 0.0024066247121836 |
29 | 0.996986708536883 | 0.00602658292623491 | 0.00301329146311746 |
30 | 0.995533302827289 | 0.00893339434542141 | 0.0044666971727107 |
31 | 0.994144230602315 | 0.0117115387953703 | 0.00585576939768516 |
32 | 0.992262174346252 | 0.015475651307497 | 0.00773782565374851 |
33 | 0.991343586660952 | 0.0173128266780963 | 0.00865641333904814 |
34 | 0.988870084126675 | 0.0222598317466507 | 0.0111299158733253 |
35 | 0.992535446366042 | 0.0149291072679151 | 0.00746455363395755 |
36 | 0.995025485240837 | 0.00994902951832536 | 0.00497451475916268 |
37 | 0.993393353610747 | 0.013213292778506 | 0.00660664638925299 |
38 | 0.993047120004694 | 0.0139057599906112 | 0.0069528799953056 |
39 | 0.998322734979294 | 0.0033545300414123 | 0.00167726502070615 |
40 | 0.997579577104966 | 0.00484084579006814 | 0.00242042289503407 |
41 | 0.996602482459587 | 0.00679503508082684 | 0.00339751754041342 |
42 | 0.9954254248999 | 0.00914915020020004 | 0.00457457510010002 |
43 | 0.993683891568643 | 0.0126322168627147 | 0.00631610843135736 |
44 | 0.994890781156766 | 0.0102184376864683 | 0.00510921884323415 |
45 | 0.997275030380266 | 0.00544993923946756 | 0.00272496961973378 |
46 | 0.996779713346006 | 0.00644057330798872 | 0.00322028665399436 |
47 | 0.996950833532466 | 0.00609833293506883 | 0.00304916646753441 |
48 | 0.996218415591063 | 0.00756316881787318 | 0.00378158440893659 |
49 | 0.995746081041674 | 0.00850783791665112 | 0.00425391895832556 |
50 | 0.997724525954126 | 0.00455094809174789 | 0.00227547404587394 |
51 | 0.999747118290784 | 0.000505763418432092 | 0.000252881709216046 |
52 | 0.999725949379925 | 0.000548101240149932 | 0.000274050620074966 |
53 | 0.999657038071792 | 0.000685923856416177 | 0.000342961928208088 |
54 | 0.999517709767157 | 0.000964580465686684 | 0.000482290232843342 |
55 | 0.999417109942232 | 0.0011657801155361 | 0.00058289005776805 |
56 | 0.999176125030595 | 0.00164774993881006 | 0.000823874969405032 |
57 | 0.998853421305968 | 0.00229315738806405 | 0.00114657869403203 |
58 | 0.999228946791518 | 0.00154210641696422 | 0.000771053208482111 |
59 | 0.999067115034504 | 0.00186576993099159 | 0.000932884965495797 |
60 | 0.998730469607104 | 0.00253906078579263 | 0.00126953039289631 |
61 | 0.99847343591762 | 0.003053128164761 | 0.0015265640823805 |
62 | 0.998570292626599 | 0.00285941474680146 | 0.00142970737340073 |
63 | 0.99982470353036 | 0.000350592939279435 | 0.000175296469639717 |
64 | 0.999757576796369 | 0.000484846407262094 | 0.000242423203631047 |
65 | 0.999682810474615 | 0.000634379050770222 | 0.000317189525385111 |
66 | 0.999599572883455 | 0.00080085423309072 | 0.00040042711654536 |
67 | 0.999509620372913 | 0.000980759254173027 | 0.000490379627086514 |
68 | 0.999486628368385 | 0.00102674326322966 | 0.00051337163161483 |
69 | 0.999441426627821 | 0.00111714674435732 | 0.000558573372178662 |
70 | 0.999239827138647 | 0.00152034572270518 | 0.000760172861352588 |
71 | 0.998973616566997 | 0.00205276686600629 | 0.00102638343300314 |
72 | 0.998646334995998 | 0.00270733000800496 | 0.00135366500400248 |
73 | 0.998338850342069 | 0.00332229931586211 | 0.00166114965793106 |
74 | 0.998706854666615 | 0.00258629066677037 | 0.00129314533338519 |
75 | 0.998266884458415 | 0.00346623108316932 | 0.00173311554158466 |
76 | 0.997746917432076 | 0.00450616513584836 | 0.00225308256792418 |
77 | 0.997683994869548 | 0.0046320102609037 | 0.00231600513045185 |
78 | 0.997076036240041 | 0.0058479275199186 | 0.0029239637599593 |
79 | 0.996528842430679 | 0.00694231513864147 | 0.00347115756932074 |
80 | 0.995517973460411 | 0.00896405307917757 | 0.00448202653958879 |
81 | 0.994395231458945 | 0.01120953708211 | 0.00560476854105499 |
82 | 0.993909484213605 | 0.0121810315727901 | 0.00609051578639504 |
83 | 0.995216911990065 | 0.00956617601986901 | 0.00478308800993451 |
84 | 0.995242589185864 | 0.00951482162827111 | 0.00475741081413556 |
85 | 0.999664971933983 | 0.00067005613203452 | 0.00033502806601726 |
86 | 0.999593903097423 | 0.00081219380515491 | 0.000406096902577455 |
87 | 0.999480582475274 | 0.00103883504945266 | 0.000519417524726332 |
88 | 0.999295232195163 | 0.00140953560967418 | 0.000704767804837091 |
89 | 0.999825851812237 | 0.000348296375526408 | 0.000174148187763204 |
90 | 0.999762078292531 | 0.00047584341493793 | 0.000237921707468965 |
91 | 0.999675932067886 | 0.000648135864228676 | 0.000324067932114338 |
92 | 0.999566089588055 | 0.000867820823889404 | 0.000433910411944702 |
93 | 0.999425335661214 | 0.00114932867757089 | 0.000574664338785447 |
94 | 0.999517845573313 | 0.000964308853373742 | 0.000482154426686871 |
95 | 0.999351993454725 | 0.00129601309054974 | 0.00064800654527487 |
96 | 0.999753355088574 | 0.000493289822851922 | 0.000246644911425961 |
97 | 0.999680023740671 | 0.00063995251865733 | 0.000319976259328665 |
98 | 0.999872522968496 | 0.000254954063008321 | 0.000127477031504161 |
99 | 0.999867837352484 | 0.000264325295032004 | 0.000132162647516002 |
100 | 0.99983594430166 | 0.000328111396679 | 0.0001640556983395 |
101 | 0.999773591808845 | 0.000452816382310663 | 0.000226408191155331 |
102 | 0.999787537407335 | 0.000424925185330773 | 0.000212462592665386 |
103 | 0.999763455605902 | 0.00047308878819526 | 0.00023654439409763 |
104 | 0.999754031874334 | 0.000491936251331609 | 0.000245968125665804 |
105 | 0.999728097261785 | 0.000543805476429504 | 0.000271902738214752 |
106 | 0.9996461782978 | 0.00070764340440015 | 0.000353821702200075 |
107 | 0.999538328390198 | 0.00092334321960505 | 0.000461671609802525 |
108 | 0.99940741440202 | 0.00118517119596048 | 0.000592585597980241 |
109 | 0.999675383756198 | 0.000649232487603028 | 0.000324616243801514 |
110 | 0.999573646663931 | 0.000852706672137549 | 0.000426353336068775 |
111 | 0.999432949798018 | 0.00113410040396344 | 0.00056705020198172 |
112 | 0.999243263150374 | 0.00151347369925207 | 0.000756736849626035 |
113 | 0.999452911461976 | 0.00109417707604869 | 0.000547088538024347 |
114 | 0.999408871576286 | 0.0011822568474271 | 0.00059112842371355 |
115 | 0.999265828636754 | 0.00146834272649121 | 0.000734171363245604 |
116 | 0.999052427552086 | 0.00189514489582711 | 0.000947572447913557 |
117 | 0.998996366266649 | 0.00200726746670217 | 0.00100363373335108 |
118 | 0.999714538018904 | 0.000570923962192503 | 0.000285461981096252 |
119 | 0.999983590868999 | 3.2818262002443e-05 | 1.64091310012215e-05 |
120 | 0.999976746374631 | 4.65072507378202e-05 | 2.32536253689101e-05 |
121 | 0.999968900828038 | 6.21983439234204e-05 | 3.10991719617102e-05 |
122 | 0.999956296391275 | 8.74072174497303e-05 | 4.37036087248652e-05 |
123 | 0.999946005960291 | 0.000107988079417657 | 5.39940397088287e-05 |
124 | 0.999995347636726 | 9.30472654834869e-06 | 4.65236327417434e-06 |
125 | 0.999993166951303 | 1.36660973936772e-05 | 6.83304869683861e-06 |
126 | 0.999990547482443 | 1.89050351132837e-05 | 9.45251755664186e-06 |
127 | 0.999986371692057 | 2.72566158856005e-05 | 1.36283079428002e-05 |
128 | 0.999984166651627 | 3.1666696745907e-05 | 1.58333483729535e-05 |
129 | 0.999977595791453 | 4.48084170936919e-05 | 2.2404208546846e-05 |
130 | 0.999968169389574 | 6.366122085138e-05 | 3.183061042569e-05 |
131 | 0.999956281596075 | 8.74368078503582e-05 | 4.37184039251791e-05 |
132 | 0.999942234004388 | 0.000115531991223318 | 5.77659956116589e-05 |
133 | 0.999920154803698 | 0.000159690392604129 | 7.98451963020646e-05 |
134 | 0.999896651880571 | 0.000206696238857629 | 0.000103348119428815 |
135 | 0.999875842031936 | 0.000248315936128812 | 0.000124157968064406 |
136 | 0.999985167794717 | 2.96644105659922e-05 | 1.48322052829961e-05 |
137 | 0.999978768728998 | 4.24625420042659e-05 | 2.1231271002133e-05 |
138 | 0.999974997704498 | 5.00045910035178e-05 | 2.50022955017589e-05 |
139 | 0.999984366256895 | 3.12674862090867e-05 | 1.56337431045433e-05 |
140 | 0.99997883118148 | 4.23376370401387e-05 | 2.11688185200693e-05 |
141 | 0.999970969208414 | 5.80615831722953e-05 | 2.90307915861476e-05 |
142 | 0.999958558973645 | 8.28820527095049e-05 | 4.14410263547525e-05 |
143 | 0.99994263277864 | 0.000114734442719227 | 5.73672213596133e-05 |
144 | 0.999956501260176 | 8.69974796471417e-05 | 4.34987398235709e-05 |
145 | 0.999959068582329 | 8.18628353429755e-05 | 4.09314176714878e-05 |
146 | 0.999948400104909 | 0.000103199790180939 | 5.15998950904694e-05 |
147 | 0.999977463967646 | 4.50720647088624e-05 | 2.25360323544312e-05 |
148 | 0.999987952184238 | 2.40956315237866e-05 | 1.20478157618933e-05 |
149 | 0.999982643621071 | 3.4712757857881e-05 | 1.73563789289405e-05 |
150 | 0.999982475261838 | 3.50494763241421e-05 | 1.75247381620711e-05 |
151 | 0.999981417835573 | 3.71643288541536e-05 | 1.85821644270768e-05 |
152 | 0.99998296668838 | 3.4066623239395e-05 | 1.70333116196975e-05 |
153 | 0.999977173775542 | 4.56524489161163e-05 | 2.28262244580581e-05 |
154 | 0.999992990600317 | 1.40187993656765e-05 | 7.00939968283824e-06 |
155 | 0.999991165334189 | 1.76693316210746e-05 | 8.83466581053731e-06 |
156 | 0.99998714994415 | 2.57001116998796e-05 | 1.28500558499398e-05 |
157 | 0.999981890833245 | 3.62183335092043e-05 | 1.81091667546022e-05 |
158 | 0.999976676114854 | 4.66477702912594e-05 | 2.33238851456297e-05 |
159 | 0.999983330352027 | 3.33392959456246e-05 | 1.66696479728123e-05 |
160 | 0.999981463665953 | 3.7072668094989e-05 | 1.85363340474945e-05 |
161 | 0.999998015502427 | 3.96899514692054e-06 | 1.98449757346027e-06 |
162 | 0.999999866035506 | 2.67928989060015e-07 | 1.33964494530008e-07 |
163 | 0.999999793987349 | 4.12025302601424e-07 | 2.06012651300712e-07 |
164 | 0.999999927019543 | 1.45960913507883e-07 | 7.29804567539416e-08 |
165 | 0.999999890126705 | 2.19746589938839e-07 | 1.09873294969419e-07 |
166 | 0.999999854948806 | 2.90102388674286e-07 | 1.45051194337143e-07 |
167 | 0.999999792087255 | 4.15825489492843e-07 | 2.07912744746422e-07 |
168 | 0.999999691724814 | 6.1655037180053e-07 | 3.08275185900265e-07 |
169 | 0.999999546716848 | 9.06566304169653e-07 | 4.53283152084826e-07 |
170 | 0.999999965230063 | 6.95398745746408e-08 | 3.47699372873204e-08 |
171 | 0.99999999898312 | 2.03376072640542e-09 | 1.01688036320271e-09 |
172 | 0.999999998440481 | 3.11903862653619e-09 | 1.55951931326809e-09 |
173 | 0.99999999943778 | 1.12443941879063e-09 | 5.62219709395317e-10 |
174 | 0.999999999704229 | 5.91541386694085e-10 | 2.95770693347042e-10 |
175 | 0.999999999996558 | 6.88327748111379e-12 | 3.4416387405569e-12 |
176 | 0.99999999999863 | 2.7402860864808e-12 | 1.3701430432404e-12 |
177 | 0.999999999997657 | 4.68631719144048e-12 | 2.34315859572024e-12 |
178 | 0.999999999995766 | 8.46752524770795e-12 | 4.23376262385398e-12 |
179 | 0.999999999992301 | 1.53987811341574e-11 | 7.6993905670787e-12 |
180 | 0.99999999999692 | 6.16013911548275e-12 | 3.08006955774138e-12 |
181 | 0.999999999994322 | 1.13566428620728e-11 | 5.67832143103638e-12 |
182 | 0.999999999990669 | 1.86617144803581e-11 | 9.33085724017906e-12 |
183 | 0.999999999982463 | 3.50741458080643e-11 | 1.75370729040322e-11 |
184 | 0.999999999978863 | 4.22733105301344e-11 | 2.11366552650672e-11 |
185 | 0.999999999999962 | 7.53274666363173e-14 | 3.76637333181587e-14 |
186 | 0.999999999999939 | 1.21065838279293e-13 | 6.05329191396463e-14 |
187 | 0.999999999999875 | 2.49248942596698e-13 | 1.24624471298349e-13 |
188 | 0.999999999999779 | 4.42460966314291e-13 | 2.21230483157145e-13 |
189 | 0.999999999999875 | 2.5016079334797e-13 | 1.25080396673985e-13 |
190 | 0.999999999999803 | 3.93409610707302e-13 | 1.96704805353651e-13 |
191 | 0.999999999999706 | 5.88440206609109e-13 | 2.94220103304554e-13 |
192 | 0.999999999999501 | 9.98818127269115e-13 | 4.99409063634557e-13 |
193 | 0.999999999999086 | 1.82733219539315e-12 | 9.13666097696574e-13 |
194 | 0.999999999999257 | 1.48498650696909e-12 | 7.42493253484545e-13 |
195 | 0.99999999999883 | 2.33971674063985e-12 | 1.16985837031992e-12 |
196 | 0.999999999999184 | 1.63297360250954e-12 | 8.16486801254768e-13 |
197 | 0.99999999999842 | 3.1589226718556e-12 | 1.5794613359278e-12 |
198 | 0.999999999998643 | 2.71482541927536e-12 | 1.35741270963768e-12 |
199 | 0.999999999997261 | 5.47878859218956e-12 | 2.73939429609478e-12 |
200 | 0.999999999995548 | 8.90479134978268e-12 | 4.45239567489134e-12 |
201 | 0.99999999999107 | 1.78593513972437e-11 | 8.92967569862183e-12 |
202 | 0.999999999988676 | 2.26473425830376e-11 | 1.13236712915188e-11 |
203 | 0.999999999994733 | 1.05330665254007e-11 | 5.26653326270035e-12 |
204 | 0.999999999990339 | 1.93211080954142e-11 | 9.66055404770712e-12 |
205 | 0.999999999981761 | 3.64779100185033e-11 | 1.82389550092517e-11 |
206 | 0.999999999980277 | 3.94464062191025e-11 | 1.97232031095512e-11 |
207 | 0.999999999960798 | 7.84049028486023e-11 | 3.92024514243012e-11 |
208 | 0.999999999999493 | 1.01431999003397e-12 | 5.07159995016987e-13 |
209 | 0.999999999999821 | 3.58746489510873e-13 | 1.79373244755436e-13 |
210 | 0.999999999999879 | 2.41998776716515e-13 | 1.20999388358258e-13 |
211 | 0.999999999999898 | 2.03126214952508e-13 | 1.01563107476254e-13 |
212 | 0.999999999999941 | 1.17863408002273e-13 | 5.89317040011367e-14 |
213 | 0.999999999999908 | 1.83914212635076e-13 | 9.19571063175381e-14 |
214 | 0.999999999999799 | 4.01754795145471e-13 | 2.00877397572735e-13 |
215 | 0.999999999999859 | 2.81982321519858e-13 | 1.40991160759929e-13 |
216 | 0.999999999999785 | 4.29135604460532e-13 | 2.14567802230266e-13 |
217 | 0.999999999999515 | 9.68979983879735e-13 | 4.84489991939867e-13 |
218 | 0.999999999999244 | 1.51220393980369e-12 | 7.56101969901845e-13 |
219 | 0.999999999998304 | 3.39225911225586e-12 | 1.69612955612793e-12 |
220 | 0.999999999996561 | 6.87828807816489e-12 | 3.43914403908245e-12 |
221 | 0.999999999992877 | 1.42461620552131e-11 | 7.12308102760655e-12 |
222 | 0.99999999998553 | 2.89409598706986e-11 | 1.44704799353493e-11 |
223 | 0.999999999977235 | 4.55304273278085e-11 | 2.27652136639042e-11 |
224 | 0.999999999958119 | 8.37627160109646e-11 | 4.18813580054823e-11 |
225 | 0.999999999949405 | 1.01190389433977e-10 | 5.05951947169887e-11 |
226 | 0.999999999998026 | 3.94883902309339e-12 | 1.97441951154669e-12 |
227 | 0.999999999995919 | 8.16288993823778e-12 | 4.08144496911889e-12 |
228 | 0.999999999993553 | 1.28932590963873e-11 | 6.44662954819364e-12 |
229 | 0.999999999984898 | 3.02033619872237e-11 | 1.51016809936119e-11 |
230 | 0.999999999993679 | 1.26430881755591e-11 | 6.32154408777956e-12 |
231 | 0.999999999992292 | 1.54163119696774e-11 | 7.70815598483868e-12 |
232 | 0.999999999982762 | 3.44749984073904e-11 | 1.72374992036952e-11 |
233 | 0.999999999960005 | 7.99910080999078e-11 | 3.99955040499539e-11 |
234 | 0.999999999941555 | 1.16889175458242e-10 | 5.84445877291212e-11 |
235 | 0.999999999941996 | 1.16008131144222e-10 | 5.80040655721108e-11 |
236 | 0.999999999924301 | 1.51398296495559e-10 | 7.56991482477796e-11 |
237 | 0.999999999998548 | 2.90470956078075e-12 | 1.45235478039038e-12 |
238 | 0.99999999999766 | 4.67970176403417e-12 | 2.33985088201709e-12 |
239 | 0.999999999993799 | 1.24015664175673e-11 | 6.20078320878365e-12 |
240 | 0.999999999994417 | 1.11660011699746e-11 | 5.58300058498728e-12 |
241 | 0.99999999998705 | 2.58998149705291e-11 | 1.29499074852646e-11 |
242 | 0.999999999992202 | 1.55963838058735e-11 | 7.79819190293673e-12 |
243 | 0.999999999985744 | 2.85111543988467e-11 | 1.42555771994233e-11 |
244 | 0.999999999975818 | 4.83633822633977e-11 | 2.41816911316988e-11 |
245 | 0.999999999936784 | 1.26432708424037e-10 | 6.32163542120187e-11 |
246 | 0.999999999833338 | 3.33323105488902e-10 | 1.66661552744451e-10 |
247 | 0.999999999700254 | 5.99492448759e-10 | 2.997462243795e-10 |
248 | 0.999999999322244 | 1.35551112207831e-09 | 6.77755561039155e-10 |
249 | 0.999999998982209 | 2.03558280584684e-09 | 1.01779140292342e-09 |
250 | 0.999999998028037 | 3.94392698994913e-09 | 1.97196349497457e-09 |
251 | 0.999999999755764 | 4.88471672302785e-10 | 2.44235836151393e-10 |
252 | 0.99999999934994 | 1.30011934681641e-09 | 6.50059673408205e-10 |
253 | 0.999999998345355 | 3.30929043591792e-09 | 1.65464521795896e-09 |
254 | 0.999999997334185 | 5.33162904080089e-09 | 2.66581452040044e-09 |
255 | 0.999999994382267 | 1.12354667504537e-08 | 5.61773337522684e-09 |
256 | 0.999999985112436 | 2.97751285021513e-08 | 1.48875642510756e-08 |
257 | 0.999999983878225 | 3.22435502039808e-08 | 1.61217751019904e-08 |
258 | 0.999999968781157 | 6.2437684958886e-08 | 3.1218842479443e-08 |
259 | 0.99999991690066 | 1.66198680762538e-07 | 8.30993403812689e-08 |
260 | 0.999999816378245 | 3.67243509404551e-07 | 1.83621754702275e-07 |
261 | 0.999999918038201 | 1.63923597693683e-07 | 8.19617988468414e-08 |
262 | 0.999999769722869 | 4.60554262819855e-07 | 2.30277131409928e-07 |
263 | 0.99999946141075 | 1.07717849973253e-06 | 5.38589249866264e-07 |
264 | 0.999998943091871 | 2.11381625717851e-06 | 1.05690812858926e-06 |
265 | 0.999998521164663 | 2.95767067364705e-06 | 1.47883533682353e-06 |
266 | 0.999996746152271 | 6.50769545721882e-06 | 3.25384772860941e-06 |
267 | 0.999993167031638 | 1.36659367231531e-05 | 6.83296836157653e-06 |
268 | 0.99998293359352 | 3.41328129602698e-05 | 1.70664064801349e-05 |
269 | 0.999996641087613 | 6.71782477314519e-06 | 3.3589123865726e-06 |
270 | 0.999992694269035 | 1.46114619296015e-05 | 7.30573096480074e-06 |
271 | 0.999991133079205 | 1.77338415910224e-05 | 8.86692079551119e-06 |
272 | 0.99997300201069 | 5.39959786199509e-05 | 2.69979893099754e-05 |
273 | 0.99992534688788 | 0.000149306224239494 | 7.46531121197471e-05 |
274 | 0.999956449510136 | 8.71009797273336e-05 | 4.35504898636668e-05 |
275 | 0.999865097877785 | 0.00026980424443039 | 0.000134902122215195 |
276 | 0.999596801194434 | 0.000806397611132984 | 0.000403198805566492 |
277 | 0.99904340990095 | 0.00191318019810099 | 0.000956590099050496 |
278 | 0.998903754861166 | 0.00219249027766777 | 0.00109624513883388 |
279 | 0.998117369883222 | 0.00376526023355599 | 0.001882630116778 |
280 | 0.996520970644143 | 0.00695805871171313 | 0.00347902935585656 |
281 | 0.991079175559556 | 0.0178416488808871 | 0.00892082444044356 |
282 | 0.972810229392987 | 0.0543795412140252 | 0.0271897706070126 |
283 | 0.987599528153746 | 0.0248009436925076 | 0.0124004718462538 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 248 | 0.892086330935252 | NOK |
5% type I error level | 271 | 0.974820143884892 | NOK |
10% type I error level | 276 | 0.992805755395683 | NOK |