Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc_[t] = + 14111.0777879204 + 0.589027002576448total_size_compendium[t] + 2313.68682092777compendiums_reviewed[t] + 885.193971317317logins[t] -86.0470269104531t + 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) | 14111.0777879204 | 10702.735772 | 1.3185 | 0.188414 | 0.094207 |
total_size_compendium | 0.589027002576448 | 0.0927 | 6.3541 | 0 | 0 |
compendiums_reviewed | 2313.68682092777 | 369.734483 | 6.2577 | 0 | 0 |
logins | 885.193971317317 | 89.298769 | 9.9127 | 0 | 0 |
t | -86.0470269104531 | 35.651064 | -2.4136 | 0.016429 | 0.008215 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.865250409474624 |
R-squared | 0.748658271096004 |
Adjusted R-squared | 0.745118246745244 |
F-TEST (value) | 211.48393257102 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 284 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 41569.7201610532 |
Sum Squared Residuals | 490763824132.191 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 199145.394766909 | 11761.6052330908 |
2 | 120982 | 178234.320554294 | -57252.3205542936 |
3 | 176508 | 198535.201888741 | -22027.2018887415 |
4 | 179321 | 221565.167227071 | -42244.1672270715 |
5 | 123185 | 122585.376412307 | 599.623587693143 |
6 | 52746 | 136231.20803801 | -83485.2080380096 |
7 | 385534 | 222990.180705001 | 162543.819294999 |
8 | 33170 | 84436.4946808094 | -51266.4946808094 |
9 | 101645 | 104650.352593083 | -3005.35259308306 |
10 | 149061 | 180784.622598216 | -31723.6225982161 |
11 | 165446 | 134166.703362065 | 31279.2966379353 |
12 | 237213 | 214347.315767461 | 22865.6842325394 |
13 | 173326 | 234925.581146564 | -61599.5811465642 |
14 | 133131 | 165044.33002136 | -31913.3300213603 |
15 | 258873 | 205863.171695673 | 53009.8283043268 |
16 | 180083 | 181544.528599595 | -1461.52859959489 |
17 | 324799 | 315240.519784551 | 9558.48021544871 |
18 | 230964 | 207714.066003974 | 23249.9339960262 |
19 | 236785 | 249313.607560604 | -12528.6075606039 |
20 | 135473 | 160591.48262679 | -25118.4826267902 |
21 | 202925 | 217207.468625305 | -14282.4686253049 |
22 | 215147 | 205196.321744897 | 9950.6782551031 |
23 | 344297 | 187782.181477919 | 156514.818522081 |
24 | 153935 | 137712.007818629 | 16222.9921813709 |
25 | 132943 | 195031.579735239 | -62088.5797352385 |
26 | 174724 | 212685.886563049 | -37961.8865630495 |
27 | 174415 | 220775.24818604 | -46360.2481860396 |
28 | 225548 | 232825.328211558 | -7277.32821155838 |
29 | 223632 | 195381.706849487 | 28250.2931505129 |
30 | 124817 | 122878.62906466 | 1938.37093533974 |
31 | 221698 | 173498.313525228 | 48199.6864747722 |
32 | 210767 | 214645.964146973 | -3878.96414697287 |
33 | 170266 | 206920.519980191 | -36654.5199801907 |
34 | 260561 | 230183.78219501 | 30377.2178049903 |
35 | 84853 | 144200.949377284 | -59347.9493772843 |
36 | 294424 | 215307.692300688 | 79116.307699312 |
37 | 101011 | 87341.3359501161 | 13669.6640498839 |
38 | 215641 | 158473.555810408 | 57167.4441895923 |
39 | 325107 | 228341.94646132 | 96765.0535386798 |
40 | 7176 | 26555.6796485629 | -19379.6796485629 |
41 | 167542 | 166457.209367405 | 1084.7906325953 |
42 | 106408 | 87752.0855572682 | 18655.9144427318 |
43 | 96560 | 130563.738357907 | -34003.7383579071 |
44 | 265769 | 262562.409194037 | 3206.59080596309 |
45 | 269651 | 180251.889325668 | 89399.1106743322 |
46 | 149112 | 176384.893438357 | -27272.8934383574 |
47 | 175824 | 174612.726759675 | 1211.27324032527 |
48 | 152871 | 173163.847108438 | -20292.8471084382 |
49 | 111665 | 134114.034478407 | -22449.0344784074 |
50 | 116408 | 196196.007283334 | -79788.0072833335 |
51 | 362301 | 253045.845289261 | 109255.154710739 |
52 | 78800 | 126427.376477131 | -47627.3764771314 |
53 | 183167 | 207022.786323316 | -23855.7863233155 |
54 | 277965 | 260400.696235505 | 17564.3037644951 |
55 | 150629 | 166850.079385885 | -16221.0793858847 |
56 | 168809 | 175061.56858003 | -6252.56858002966 |
57 | 24188 | 43210.5105146811 | -19022.5105146811 |
58 | 329267 | 396806.318686737 | -67539.3186867371 |
59 | 65029 | 84902.3814501639 | -19873.3814501639 |
60 | 101097 | 116665.030839266 | -15568.0308392663 |
61 | 218946 | 159768.88807514 | 59177.1119248598 |
62 | 244052 | 255331.110725742 | -11279.1107257415 |
63 | 341570 | 274968.132650069 | 66601.8673499308 |
64 | 103597 | 97698.7613314315 | 5898.23866856854 |
65 | 233328 | 261261.853340667 | -27933.8533406667 |
66 | 256462 | 244319.07526865 | 12142.9247313498 |
67 | 206161 | 179039.927011784 | 27121.0729882165 |
68 | 311473 | 273113.322117071 | 38359.6778829292 |
69 | 235800 | 232475.568711654 | 3324.43128834632 |
70 | 177939 | 191545.25039324 | -13606.2503932403 |
71 | 207176 | 195255.123660358 | 11920.8763396416 |
72 | 196553 | 181579.378287793 | 14973.6217122074 |
73 | 174184 | 145091.372909646 | 29092.6270903545 |
74 | 143246 | 224220.220399113 | -80974.2203991126 |
75 | 187559 | 241358.710838829 | -53799.7108388288 |
76 | 187681 | 181983.875704845 | 5697.12429515483 |
77 | 119016 | 153065.560236328 | -34049.5602363284 |
78 | 182192 | 187240.666673007 | -5048.66667300688 |
79 | 73566 | 102176.979369762 | -28610.9793697615 |
80 | 194979 | 198251.292181554 | -3272.29218155414 |
81 | 167488 | 161081.582418175 | 6406.41758182542 |
82 | 143756 | 167137.727889421 | -23381.7278894211 |
83 | 275541 | 193945.911668913 | 81595.0883310874 |
84 | 243199 | 194329.190080362 | 48869.8099196378 |
85 | 182999 | 296432.482310071 | -113433.482310071 |
86 | 135649 | 153438.575533134 | -17789.5755331336 |
87 | 152299 | 166040.519165262 | -13741.5191652618 |
88 | 120221 | 116012.814103893 | 4208.18589610662 |
89 | 346485 | 236546.227439109 | 109938.772560891 |
90 | 145790 | 145080.555686781 | 709.444313219455 |
91 | 193339 | 206166.691629391 | -12827.6916293908 |
92 | 80953 | 80185.9821023974 | 767.01789760257 |
93 | 122774 | 110887.102359981 | 11886.8976400189 |
94 | 130585 | 170010.46881954 | -39425.4688195401 |
95 | 112611 | 104233.854604799 | 8377.14539520063 |
96 | 286468 | 253245.8337692 | 33222.1662307999 |
97 | 241066 | 222088.408149686 | 18977.5918503139 |
98 | 148446 | 246553.252083712 | -98107.2520837115 |
99 | 204713 | 169025.430063927 | 35687.5699360735 |
100 | 182079 | 198212.577865496 | -16133.577865496 |
101 | 140344 | 140639.310511218 | -295.31051121771 |
102 | 220516 | 167122.581305185 | 53393.4186948151 |
103 | 243060 | 193973.24825512 | 49086.7517448796 |
104 | 162765 | 169127.450278294 | -6362.45027829368 |
105 | 182613 | 186020.489359769 | -3407.48935976892 |
106 | 232138 | 226810.858491322 | 5327.14150867796 |
107 | 265318 | 297068.766622557 | -31750.7666225572 |
108 | 85574 | 97795.3463903835 | -12221.3463903835 |
109 | 310839 | 237651.368664847 | 73187.6313351533 |
110 | 225060 | 246519.994376278 | -21459.9943762781 |
111 | 232317 | 205190.085303133 | 27126.9146968675 |
112 | 144966 | 228074.123779975 | -83108.1237799745 |
113 | 43287 | 86510.4603058289 | -43223.4603058289 |
114 | 155754 | 128517.411097778 | 27236.5889022218 |
115 | 164709 | 224125.593058704 | -59416.5930587042 |
116 | 201940 | 160072.211790372 | 41867.7882096285 |
117 | 235454 | 195286.099470263 | 40167.9005297374 |
118 | 220801 | 138156.840638426 | 82644.1593615738 |
119 | 99466 | 214771.961783915 | -115305.961783915 |
120 | 92661 | 117867.542119568 | -25206.5421195679 |
121 | 133328 | 122755.298021163 | 10572.7019788367 |
122 | 61361 | 107368.043119663 | -46007.0431196631 |
123 | 125930 | 128326.334814949 | -2396.33481494894 |
124 | 100750 | 219560.283785641 | -118810.283785641 |
125 | 224549 | 190412.36562362 | 34136.6343763801 |
126 | 82316 | 67239.0380343409 | 15076.9619656591 |
127 | 102010 | 106289.059600391 | -4279.05960039076 |
128 | 101523 | 127139.947868428 | -25616.9478684283 |
129 | 243511 | 222725.44814606 | 20785.5518539401 |
130 | 22938 | 14778.5743626717 | 8159.42563732832 |
131 | 41566 | 62593.9851008814 | -21027.9851008814 |
132 | 152474 | 172949.190118985 | -20475.1901189848 |
133 | 61857 | 65068.3249607971 | -3211.3249607971 |
134 | 99923 | 137891.347913364 | -37968.3479133637 |
135 | 132487 | 146074.422482371 | -13587.4224823706 |
136 | 317394 | 204104.38049667 | 113289.61950333 |
137 | 21054 | 16989.3567294682 | 4064.64327053179 |
138 | 209641 | 152118.891657962 | 57522.1083420377 |
139 | 22648 | 75164.0234416946 | -52516.0234416946 |
140 | 31414 | 45707.3792112773 | -14293.3792112773 |
141 | 46698 | 77950.0141773933 | -31252.0141773933 |
142 | 131698 | 142043.187662961 | -10345.187662961 |
143 | 91735 | 84190.5589562053 | 7544.44104379473 |
144 | 244749 | 207310.194837043 | 37438.8051629566 |
145 | 184510 | 202750.333989728 | -18240.3339897279 |
146 | 79863 | 102289.761229891 | -22426.7612298913 |
147 | 128423 | 200635.125222474 | -72212.1252224738 |
148 | 97839 | 146372.896856707 | -48533.8968567065 |
149 | 38214 | 55063.694264077 | -16849.694264077 |
150 | 151101 | 159521.617423362 | -8420.61742336224 |
151 | 272458 | 213403.686406671 | 59054.3135933288 |
152 | 172494 | 197611.533278271 | -25117.5332782707 |
153 | 108043 | 108572.174405308 | -529.174405307512 |
154 | 328107 | 215428.636478311 | 112678.363521689 |
155 | 250579 | 223121.624847022 | 27457.3751529783 |
156 | 351067 | 314765.077933341 | 36301.9220666594 |
157 | 158015 | 139947.114303437 | 18067.885696563 |
158 | 98866 | 60379.2157114318 | 38486.7842885682 |
159 | 85439 | 127955.183697274 | -42516.1836972743 |
160 | 229242 | 344736.901549701 | -115494.901549701 |
161 | 351619 | 283684.00313828 | 67934.9968617203 |
162 | 84207 | 160748.957748948 | -76541.9577489479 |
163 | 120445 | 171602.968526226 | -51157.9685262263 |
164 | 324598 | 262953.433922661 | 61644.5660773391 |
165 | 131069 | 158974.46703751 | -27905.4670375096 |
166 | 204271 | 161668.466440662 | 42602.5335593384 |
167 | 165543 | 161730.041923219 | 3812.95807678126 |
168 | 141722 | 189713.194244964 | -47991.1942449644 |
169 | 116048 | 122178.207141012 | -6130.20714101211 |
170 | 250047 | 161899.052116177 | 88147.9478838231 |
171 | 299775 | 213500.154869084 | 86274.8451309164 |
172 | 195838 | 190643.1489941 | 5194.85100590025 |
173 | 173260 | 125513.773086828 | 47746.2269131721 |
174 | 254488 | 223968.290852385 | 30519.7091476149 |
175 | 104389 | 206768.824928309 | -102379.824928309 |
176 | 136084 | 71587.9197671911 | 64496.0802328089 |
177 | 199476 | 214636.566435522 | -15160.5664355221 |
178 | 92499 | 81371.8656848472 | 11127.1343151528 |
179 | 224330 | 239054.794046704 | -14724.7940467042 |
180 | 135781 | 73106.699209951 | 62674.300790049 |
181 | 74408 | 94649.2465080278 | -20241.2465080278 |
182 | 81240 | 123035.587893288 | -41795.5878932876 |
183 | 14688 | 10764.1212129986 | 3923.87878700144 |
184 | 181633 | 167624.822204536 | 14008.1777954644 |
185 | 271856 | 207364.364101177 | 64491.6358988234 |
186 | 7199 | 3500.66103139836 | 3698.33896860164 |
187 | 46660 | 30932.1951355707 | 15727.8048644293 |
188 | 17547 | 6986.41341838467 | 10560.5865816153 |
189 | 133368 | 86027.7412735041 | 47340.2587264959 |
190 | 95227 | 122381.308038013 | -27154.3080380129 |
191 | 152601 | 138824.803210179 | 13776.1967898206 |
192 | 98146 | 88301.361577436 | 9844.63842256401 |
193 | 79619 | 73246.0979645401 | 6372.9020354599 |
194 | 59194 | 102556.071649363 | -43362.071649363 |
195 | 139942 | 123969.461011777 | 15972.5389882228 |
196 | 118612 | 83446.957282701 | 35165.042717299 |
197 | 72880 | 84523.2807377372 | -11643.2807377372 |
198 | 65475 | 83732.7620092189 | -18257.7620092189 |
199 | 99643 | 117383.700088587 | -17740.700088587 |
200 | 71965 | 89737.0182646009 | -17772.0182646009 |
201 | 77272 | 102263.424581356 | -24991.4245813557 |
202 | 49289 | 75362.8436808002 | -26073.8436808002 |
203 | 135131 | 109815.635616632 | 25315.3643833682 |
204 | 108446 | 116273.748752289 | -7827.74875228863 |
205 | 89746 | 84569.0915991936 | 5176.90840080636 |
206 | 44296 | 75850.3140272385 | -31554.3140272385 |
207 | 77648 | 87456.9436190416 | -9808.94361904164 |
208 | 181528 | 104983.775755289 | 76544.2242447109 |
209 | 134019 | 101763.018143837 | 32255.9818561631 |
210 | 124064 | 95795.7904376415 | 28268.2095623585 |
211 | 92630 | 60777.0654286274 | 31852.9345713726 |
212 | 121848 | 87745.0410368757 | 34102.9589631244 |
213 | 52915 | 63962.3216549864 | -11047.3216549864 |
214 | 81872 | 88991.2425961234 | -7119.24259612342 |
215 | 58981 | 105870.117049063 | -46889.1170490628 |
216 | 53515 | 78829.9364838821 | -25314.9364838821 |
217 | 60812 | 77762.0319145358 | -16950.0319145358 |
218 | 56375 | 76363.4562346484 | -19988.4562346484 |
219 | 65490 | 62747.1560774149 | 2742.84392258506 |
220 | 80949 | 58128.5253064516 | 22820.4746935484 |
221 | 76302 | 87055.1348019105 | -10753.1348019105 |
222 | 104011 | 131903.797612853 | -27892.7976128528 |
223 | 98104 | 97115.9835956712 | 988.016404328808 |
224 | 67989 | 74949.8741902898 | -6960.87419028982 |
225 | 30989 | 48922.7064559855 | -17933.7064559855 |
226 | 135458 | 105600.115082168 | 29857.8849178323 |
227 | 73504 | 62448.5180223586 | 11055.4819776414 |
228 | 63123 | 94899.8902844079 | -31776.8902844079 |
229 | 61254 | 75356.7962033045 | -14102.7962033045 |
230 | 74914 | 112903.044873142 | -37989.0448731417 |
231 | 31774 | 56366.6907393503 | -24592.6907393503 |
232 | 81437 | 77010.9566543744 | 4426.04334562559 |
233 | 87186 | 107065.359368235 | -19879.3593682347 |
234 | 50090 | 63471.7280314898 | -13381.7280314898 |
235 | 65745 | 111825.234549386 | -46080.2345493863 |
236 | 56653 | 91610.132353444 | -34957.132353444 |
237 | 158399 | 89282.3412090555 | 69116.6587909445 |
238 | 46455 | 57349.1850285731 | -10894.1850285731 |
239 | 73624 | 65608.607146948 | 8015.39285305203 |
240 | 38395 | 67568.055877295 | -29173.055877295 |
241 | 91899 | 80780.6173055278 | 11118.3826944722 |
242 | 139526 | 203965.264301326 | -64439.2643013256 |
243 | 52164 | 86107.5037531394 | -33943.5037531394 |
244 | 51567 | 68677.722515952 | -17110.722515952 |
245 | 70551 | 72930.9125582746 | -2379.91255827463 |
246 | 84856 | 82314.2683615083 | 2541.73163849169 |
247 | 102538 | 105015.695429128 | -2477.69542912845 |
248 | 86678 | 80058.1475678562 | 6619.85243214382 |
249 | 85709 | 75942.7576150651 | 9766.24238493493 |
250 | 34662 | 49980.012868275 | -15318.012868275 |
251 | 150580 | 138426.882878696 | 12153.1171213039 |
252 | 99611 | 98559.7899772656 | 1051.21002273442 |
253 | 19349 | 6686.26066002925 | 12662.7393399707 |
254 | 99373 | 106393.548633512 | -7020.54863351181 |
255 | 86230 | 81425.0477314933 | 4804.95226850672 |
256 | 30837 | 19525.9594185747 | 11311.0405814253 |
257 | 31706 | 41448.9315261061 | -9742.93152610609 |
258 | 89806 | 82586.1111722713 | 7219.88882772873 |
259 | 62088 | 71012.1359413301 | -8924.13594133011 |
260 | 40151 | 45964.8148105757 | -5813.81481057573 |
261 | 27634 | 49815.0009935267 | -22181.0009935267 |
262 | 76990 | 68976.9608437339 | 8013.03915626613 |
263 | 37460 | 27582.1798189427 | 9877.8201810573 |
264 | 54157 | 53889.2783754927 | 267.721624507307 |
265 | 49862 | 77858.2383890105 | -27996.2383890105 |
266 | 84337 | 61088.6622362255 | 23248.3377637745 |
267 | 64175 | 82797.1076150025 | -18622.1076150026 |
268 | 59382 | 77658.837190266 | -18276.837190266 |
269 | 119308 | 68490.9294063981 | 50817.0705936019 |
270 | 76702 | 111881.106664156 | -35179.1066641564 |
271 | 103425 | 109174.223030185 | -5749.22303018457 |
272 | 70344 | 69535.943282476 | 808.056717523993 |
273 | 43410 | 11390.6958114886 | 32019.3041885114 |
274 | 104838 | 88148.4795911741 | 16689.5204088259 |
275 | 62215 | 48998.3726147503 | 13216.6273852497 |
276 | 69304 | 74318.3852425719 | -5014.38524257188 |
277 | 53117 | 56769.2642410606 | -3652.26424106061 |
278 | 19764 | 8827.78892329748 | 10936.2110767025 |
279 | 86680 | 63011.218259919 | 23668.781740081 |
280 | 84105 | 58867.4021717826 | 25237.5978282174 |
281 | 77945 | 66481.682659169 | 11463.3173408309 |
282 | 89113 | 105181.550347336 | -16068.5503473363 |
283 | 91005 | 59772.8124243043 | 31232.1875756957 |
284 | 40248 | 16298.235972166 | 23949.764027834 |
285 | 64187 | 62378.1516887789 | 1808.84831122112 |
286 | 50857 | 76125.4514909342 | -25268.4514909342 |
287 | 56613 | 38721.9159044431 | 17891.0840955569 |
288 | 62792 | 73208.1352953036 | -10416.1352953036 |
289 | 72535 | 50164.77937443 | 22370.22062557 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.983415027804107 | 0.0331699443917857 | 0.0165849721958928 |
9 | 0.96679921995158 | 0.0664015600968397 | 0.0332007800484199 |
10 | 0.977315639628427 | 0.0453687207431461 | 0.022684360371573 |
11 | 0.978156269775514 | 0.043687460448972 | 0.021843730224486 |
12 | 0.964255540263174 | 0.0714889194736518 | 0.0357444597368259 |
13 | 0.973216309336482 | 0.0535673813270368 | 0.0267836906635184 |
14 | 0.959200259781037 | 0.0815994804379264 | 0.0407997402189632 |
15 | 0.974074022811359 | 0.0518519543772827 | 0.0259259771886414 |
16 | 0.959280411494241 | 0.0814391770115181 | 0.0407195885057591 |
17 | 0.96027367185277 | 0.0794526562944593 | 0.0397263281472297 |
18 | 0.952176981063131 | 0.0956460378737383 | 0.0478230189368691 |
19 | 0.966219293903372 | 0.0675614121932566 | 0.0337807060966283 |
20 | 0.961260225459462 | 0.0774795490810761 | 0.0387397745405381 |
21 | 0.946181145356858 | 0.107637709286284 | 0.0538188546431418 |
22 | 0.928128375367329 | 0.143743249265342 | 0.071871624632671 |
23 | 0.997008462582141 | 0.00598307483571751 | 0.00299153741785876 |
24 | 0.995297935612904 | 0.0094041287741923 | 0.00470206438709615 |
25 | 0.996112743713907 | 0.00777451257218612 | 0.00388725628609306 |
26 | 0.997118700418667 | 0.00576259916266633 | 0.00288129958133316 |
27 | 0.998376020139493 | 0.0032479597210132 | 0.0016239798605066 |
28 | 0.997862792432853 | 0.00427441513429431 | 0.00213720756714716 |
29 | 0.997194512842047 | 0.00561097431590549 | 0.00280548715795274 |
30 | 0.995861243100879 | 0.00827751379824179 | 0.00413875689912089 |
31 | 0.996026154272381 | 0.00794769145523786 | 0.00397384572761893 |
32 | 0.994444098739451 | 0.0111118025210973 | 0.00555590126054866 |
33 | 0.992975163552508 | 0.0140496728949845 | 0.00702483644749225 |
34 | 0.991514049698357 | 0.0169719006032859 | 0.00848595030164295 |
35 | 0.992593901000797 | 0.0148121979984066 | 0.00740609899920331 |
36 | 0.994425557640421 | 0.0111488847191574 | 0.00557444235957871 |
37 | 0.992133780165229 | 0.0157324396695424 | 0.00786621983477118 |
38 | 0.993336187202183 | 0.013327625595635 | 0.00666381279781748 |
39 | 0.995944394745399 | 0.00811121050920244 | 0.00405560525460122 |
40 | 0.995679726731246 | 0.0086405465375088 | 0.0043202732687544 |
41 | 0.994262737192358 | 0.0114745256152838 | 0.00573726280764192 |
42 | 0.992130448466271 | 0.0157391030674578 | 0.00786955153372892 |
43 | 0.993279142332755 | 0.0134417153344899 | 0.00672085766724494 |
44 | 0.992921571617414 | 0.0141568567651712 | 0.00707842838258562 |
45 | 0.995861928874029 | 0.00827614225194277 | 0.00413807112597139 |
46 | 0.995391516242132 | 0.00921696751573595 | 0.00460848375786798 |
47 | 0.994242618136487 | 0.0115147637270266 | 0.00575738186351328 |
48 | 0.993789402512276 | 0.0124211949754488 | 0.00621059748772438 |
49 | 0.992263488185332 | 0.0154730236293356 | 0.00773651181466781 |
50 | 0.996275480696813 | 0.00744903860637328 | 0.00372451930318664 |
51 | 0.998322340006266 | 0.00335531998746824 | 0.00167765999373412 |
52 | 0.998265117132574 | 0.00346976573485278 | 0.00173488286742639 |
53 | 0.997876731917179 | 0.00424653616564161 | 0.00212326808282081 |
54 | 0.997281415189112 | 0.00543716962177649 | 0.00271858481088825 |
55 | 0.996377820742231 | 0.00724435851553781 | 0.00362217925776891 |
56 | 0.995270842564343 | 0.00945831487131369 | 0.00472915743565684 |
57 | 0.993918273700217 | 0.0121634525995656 | 0.00608172629978281 |
58 | 0.998803877267294 | 0.00239224546541165 | 0.00119612273270582 |
59 | 0.99840839693008 | 0.00318320613983939 | 0.00159160306991969 |
60 | 0.997877267321824 | 0.00424546535635145 | 0.00212273267817573 |
61 | 0.998177981674177 | 0.00364403665164674 | 0.00182201832582337 |
62 | 0.997806542457014 | 0.00438691508597285 | 0.00219345754298643 |
63 | 0.997966429895406 | 0.00406714020918836 | 0.00203357010459418 |
64 | 0.997260537838504 | 0.00547892432299295 | 0.00273946216149648 |
65 | 0.997450369479823 | 0.00509926104035488 | 0.00254963052017744 |
66 | 0.996601163268857 | 0.00679767346228613 | 0.00339883673114307 |
67 | 0.995841624111891 | 0.00831675177621832 | 0.00415837588810916 |
68 | 0.995121089178677 | 0.00975782164264506 | 0.00487891082132253 |
69 | 0.994383315097754 | 0.011233369804493 | 0.00561668490224648 |
70 | 0.992715203973479 | 0.0145695920530425 | 0.00728479602652123 |
71 | 0.990631186991733 | 0.0187376260165336 | 0.00936881300826678 |
72 | 0.988103822969727 | 0.0237923540605451 | 0.0118961770302725 |
73 | 0.986312218743135 | 0.0273755625137307 | 0.0136877812568653 |
74 | 0.994151564063593 | 0.0116968718728142 | 0.00584843593640709 |
75 | 0.99473377302821 | 0.0105324539435802 | 0.00526622697179008 |
76 | 0.993141690673828 | 0.0137166186523449 | 0.00685830932617244 |
77 | 0.992502936497862 | 0.0149941270042751 | 0.00749706350213756 |
78 | 0.990405538667275 | 0.0191889226654501 | 0.00959446133272507 |
79 | 0.988528660757537 | 0.0229426784849254 | 0.0114713392424627 |
80 | 0.985520361372009 | 0.0289592772559813 | 0.0144796386279906 |
81 | 0.981825070353027 | 0.0363498592939468 | 0.0181749296469734 |
82 | 0.978374877380422 | 0.0432502452391564 | 0.0216251226195782 |
83 | 0.987857306179645 | 0.0242853876407103 | 0.0121426938203551 |
84 | 0.9881459803281 | 0.0237080393438002 | 0.0118540196719001 |
85 | 0.998340974180659 | 0.00331805163868098 | 0.00165902581934049 |
86 | 0.997864878826995 | 0.00427024234601028 | 0.00213512117300514 |
87 | 0.997227547130907 | 0.00554490573818513 | 0.00277245286909256 |
88 | 0.996389365092733 | 0.00722126981453342 | 0.00361063490726671 |
89 | 0.99926670680361 | 0.00146658639278087 | 0.000733293196390435 |
90 | 0.99900486192421 | 0.00199027615157933 | 0.000995138075789665 |
91 | 0.998695463018979 | 0.00260907396204271 | 0.00130453698102136 |
92 | 0.998257504094212 | 0.00348499181157682 | 0.00174249590578841 |
93 | 0.99774808784381 | 0.00450382431237939 | 0.00225191215618969 |
94 | 0.997626731384095 | 0.00474653723180942 | 0.00237326861590471 |
95 | 0.996924157642209 | 0.00615168471558195 | 0.00307584235779097 |
96 | 0.996582200893069 | 0.00683559821386272 | 0.00341779910693136 |
97 | 0.995770041246046 | 0.00845991750790813 | 0.00422995875395406 |
98 | 0.998654054412739 | 0.00269189117452211 | 0.00134594558726105 |
99 | 0.998541990444362 | 0.0029160191112764 | 0.0014580095556382 |
100 | 0.998126604078012 | 0.00374679184397616 | 0.00187339592198808 |
101 | 0.997531942324602 | 0.00493611535079703 | 0.00246805767539851 |
102 | 0.997913114655459 | 0.00417377068908219 | 0.0020868853445411 |
103 | 0.998124752272472 | 0.00375049545505628 | 0.00187524772752814 |
104 | 0.997546027243279 | 0.00490794551344151 | 0.00245397275672075 |
105 | 0.996802048322004 | 0.00639590335599248 | 0.00319795167799624 |
106 | 0.995874987312134 | 0.008250025375733 | 0.0041250126878665 |
107 | 0.995390348843735 | 0.00921930231252974 | 0.00460965115626487 |
108 | 0.994197226604225 | 0.0116055467915507 | 0.00580277339577533 |
109 | 0.996552048001926 | 0.00689590399614787 | 0.00344795199807394 |
110 | 0.99581824375433 | 0.00836351249133989 | 0.00418175624566994 |
111 | 0.995193808670978 | 0.00961238265804412 | 0.00480619132902206 |
112 | 0.997725673549127 | 0.00454865290174589 | 0.00227432645087295 |
113 | 0.997725820793365 | 0.00454835841327065 | 0.00227417920663533 |
114 | 0.997365831618988 | 0.00526833676202365 | 0.00263416838101182 |
115 | 0.99792442614734 | 0.00415114770531948 | 0.00207557385265974 |
116 | 0.997952687853918 | 0.00409462429216444 | 0.00204731214608222 |
117 | 0.997934148280724 | 0.00413170343855268 | 0.00206585171927634 |
118 | 0.999100284355346 | 0.00179943128930806 | 0.000899715644654029 |
119 | 0.99987807141446 | 0.000243857171079323 | 0.000121928585539661 |
120 | 0.999847571736855 | 0.000304856526290513 | 0.000152428263145256 |
121 | 0.999794659782206 | 0.000410680435588292 | 0.000205340217794146 |
122 | 0.999800777586656 | 0.000398444826687755 | 0.000199222413343877 |
123 | 0.999725838848578 | 0.000548322302843231 | 0.000274161151421616 |
124 | 0.999978869860078 | 4.22602798438132e-05 | 2.11301399219066e-05 |
125 | 0.999975823789881 | 4.83524202381729e-05 | 2.41762101190864e-05 |
126 | 0.999967223980421 | 6.55520391570216e-05 | 3.27760195785108e-05 |
127 | 0.999953397255177 | 9.32054896465239e-05 | 4.6602744823262e-05 |
128 | 0.999942368415183 | 0.000115263169634695 | 5.76315848173475e-05 |
129 | 0.999926161537959 | 0.00014767692408226 | 7.38384620411299e-05 |
130 | 0.999897950571264 | 0.000204098857471793 | 0.000102049428735896 |
131 | 0.999868017477596 | 0.000263965044807344 | 0.000131982522403672 |
132 | 0.999828738736274 | 0.000342522527452504 | 0.000171261263726252 |
133 | 0.999764741037499 | 0.000470517925001554 | 0.000235258962500777 |
134 | 0.9997430558987 | 0.000513888202599389 | 0.000256944101299694 |
135 | 0.999655948227131 | 0.000688103545737258 | 0.000344051772868629 |
136 | 0.999963272063296 | 7.34558734077361e-05 | 3.67279367038681e-05 |
137 | 0.999947935397142 | 0.000104129205716238 | 5.20646028581189e-05 |
138 | 0.999961725388043 | 7.65492239139155e-05 | 3.82746119569578e-05 |
139 | 0.999970968351258 | 5.8063297483962e-05 | 2.9031648741981e-05 |
140 | 0.999960746945122 | 7.85061097553411e-05 | 3.92530548776706e-05 |
141 | 0.999954657550883 | 9.06848982343224e-05 | 4.53424491171612e-05 |
142 | 0.999937640994398 | 0.00012471801120385 | 6.23590056019249e-05 |
143 | 0.999913132394597 | 0.000173735210806229 | 8.68676054031144e-05 |
144 | 0.999911488039588 | 0.000177023920824515 | 8.85119604122575e-05 |
145 | 0.999885370359031 | 0.000229259281937629 | 0.000114629640968815 |
146 | 0.999856373670592 | 0.00028725265881576 | 0.00014362632940788 |
147 | 0.999933267291197 | 0.000133465417606802 | 6.67327088034008e-05 |
148 | 0.999951243754889 | 9.75124902216877e-05 | 4.87562451108439e-05 |
149 | 0.999937493121336 | 0.000125013757327457 | 6.25068786637284e-05 |
150 | 0.999916859049313 | 0.000166281901374564 | 8.3140950687282e-05 |
151 | 0.999943960110956 | 0.000112079778088665 | 5.60398890443326e-05 |
152 | 0.999931979720915 | 0.000136040558170173 | 6.80202790850866e-05 |
153 | 0.999904664870523 | 0.000190670258953038 | 9.53351294765188e-05 |
154 | 0.999992543517375 | 1.49129652506594e-05 | 7.45648262532971e-06 |
155 | 0.999991104127457 | 1.77917450862154e-05 | 8.89587254310772e-06 |
156 | 0.999990608565779 | 1.87828684420653e-05 | 9.39143422103264e-06 |
157 | 0.999987160994869 | 2.56780102613622e-05 | 1.28390051306811e-05 |
158 | 0.999985668962708 | 2.86620745833958e-05 | 1.43310372916979e-05 |
159 | 0.999986890949954 | 2.62181000920432e-05 | 1.31090500460216e-05 |
160 | 0.99999953069347 | 9.38613060056793e-07 | 4.69306530028396e-07 |
161 | 0.999999814629543 | 3.70740913853998e-07 | 1.85370456926999e-07 |
162 | 0.999999949847582 | 1.00304836381663e-07 | 5.01524181908316e-08 |
163 | 0.999999979655407 | 4.0689186306001e-08 | 2.03445931530005e-08 |
164 | 0.999999991776387 | 1.64472255697343e-08 | 8.22361278486717e-09 |
165 | 0.999999989615012 | 2.07699763156262e-08 | 1.03849881578131e-08 |
166 | 0.999999993319595 | 1.33608094746064e-08 | 6.68040473730322e-09 |
167 | 0.999999988980929 | 2.20381412004456e-08 | 1.10190706002228e-08 |
168 | 0.999999993371624 | 1.32567520935302e-08 | 6.62837604676512e-09 |
169 | 0.999999989737887 | 2.05242262549329e-08 | 1.02621131274664e-08 |
170 | 0.999999998777195 | 2.4456105136358e-09 | 1.2228052568179e-09 |
171 | 0.999999999952407 | 9.51854825150342e-11 | 4.75927412575171e-11 |
172 | 0.999999999926986 | 1.4602728314407e-10 | 7.30136415720348e-11 |
173 | 0.999999999952242 | 9.55160848063299e-11 | 4.77580424031649e-11 |
174 | 0.999999999978038 | 4.39243246366609e-11 | 2.19621623183304e-11 |
175 | 0.999999999998465 | 3.06957079652417e-12 | 1.53478539826208e-12 |
176 | 0.999999999999634 | 7.31387984993372e-13 | 3.65693992496686e-13 |
177 | 0.999999999999296 | 1.40869066958131e-12 | 7.04345334790653e-13 |
178 | 0.999999999998692 | 2.61601416003475e-12 | 1.30800708001737e-12 |
179 | 0.999999999997614 | 4.77292356235982e-12 | 2.38646178117991e-12 |
180 | 0.999999999999487 | 1.02642255211358e-12 | 5.13211276056789e-13 |
181 | 0.999999999999299 | 1.4020132408099e-12 | 7.0100662040495e-13 |
182 | 0.999999999999512 | 9.76266128118126e-13 | 4.88133064059063e-13 |
183 | 0.999999999999082 | 1.83530400354547e-12 | 9.17652001772734e-13 |
184 | 0.999999999998757 | 2.48602343806471e-12 | 1.24301171903235e-12 |
185 | 0.999999999999984 | 3.20138133879498e-14 | 1.60069066939749e-14 |
186 | 0.999999999999975 | 5.0509096798994e-14 | 2.5254548399497e-14 |
187 | 0.999999999999948 | 1.04393666705604e-13 | 5.21968333528018e-14 |
188 | 0.999999999999908 | 1.83558393616556e-13 | 9.17791968082779e-14 |
189 | 0.999999999999963 | 7.31553381273855e-14 | 3.65776690636927e-14 |
190 | 0.999999999999929 | 1.42917191176046e-13 | 7.14585955880228e-14 |
191 | 0.99999999999993 | 1.41096785953928e-13 | 7.05483929769638e-14 |
192 | 0.99999999999987 | 2.6021662362552e-13 | 1.3010831181276e-13 |
193 | 0.999999999999726 | 5.48313079953058e-13 | 2.74156539976529e-13 |
194 | 0.9999999999997 | 6.00416759420648e-13 | 3.00208379710324e-13 |
195 | 0.99999999999971 | 5.79509195388453e-13 | 2.89754597694226e-13 |
196 | 0.999999999999744 | 5.11430857151211e-13 | 2.55715428575605e-13 |
197 | 0.999999999999471 | 1.05798469874475e-12 | 5.28992349372376e-13 |
198 | 0.999999999999013 | 1.97330687443271e-12 | 9.86653437216357e-13 |
199 | 0.999999999998056 | 3.88837504295844e-12 | 1.94418752147922e-12 |
200 | 0.9999999999965 | 6.99944133089437e-12 | 3.49972066544719e-12 |
201 | 0.999999999994794 | 1.04120608808421e-11 | 5.20603044042104e-12 |
202 | 0.999999999991357 | 1.72861123709213e-11 | 8.64305618546065e-12 |
203 | 0.999999999990256 | 1.94870429422104e-11 | 9.74352147110522e-12 |
204 | 0.999999999980145 | 3.97095812403197e-11 | 1.98547906201598e-11 |
205 | 0.999999999962338 | 7.53230342494896e-11 | 3.76615171247448e-11 |
206 | 0.999999999953654 | 9.26914083627285e-11 | 4.63457041813642e-11 |
207 | 0.999999999910514 | 1.78972190757068e-10 | 8.94860953785339e-11 |
208 | 0.999999999999179 | 1.64120230231601e-12 | 8.20601151158007e-13 |
209 | 0.999999999999642 | 7.16658961465655e-13 | 3.58329480732827e-13 |
210 | 0.999999999999849 | 3.0103377262287e-13 | 1.50516886311435e-13 |
211 | 0.999999999999867 | 2.66712335238798e-13 | 1.33356167619399e-13 |
212 | 0.999999999999969 | 6.22408974288315e-14 | 3.11204487144157e-14 |
213 | 0.999999999999927 | 1.45766406076699e-13 | 7.28832030383493e-14 |
214 | 0.99999999999984 | 3.20754442726808e-13 | 1.60377221363404e-13 |
215 | 0.999999999999814 | 3.71641585382596e-13 | 1.85820792691298e-13 |
216 | 0.999999999999638 | 7.23248565822252e-13 | 3.61624282911126e-13 |
217 | 0.999999999999228 | 1.54356123585132e-12 | 7.71780617925661e-13 |
218 | 0.999999999998454 | 3.09105884401058e-12 | 1.54552942200529e-12 |
219 | 0.999999999996675 | 6.65026037938509e-12 | 3.32513018969254e-12 |
220 | 0.999999999996569 | 6.8622349074893e-12 | 3.43111745374465e-12 |
221 | 0.999999999992391 | 1.52185625035531e-11 | 7.60928125177654e-12 |
222 | 0.999999999983558 | 3.28840441093904e-11 | 1.64420220546952e-11 |
223 | 0.999999999970867 | 5.82668964232421e-11 | 2.9133448211621e-11 |
224 | 0.999999999937121 | 1.25758616287926e-10 | 6.28793081439628e-11 |
225 | 0.999999999880204 | 2.39591573439937e-10 | 1.19795786719968e-10 |
226 | 0.999999999963763 | 7.24736821614462e-11 | 3.62368410807231e-11 |
227 | 0.999999999940222 | 1.19556332553026e-10 | 5.9778166276513e-11 |
228 | 0.999999999894194 | 2.11611336961853e-10 | 1.05805668480927e-10 |
229 | 0.999999999765236 | 4.69527966567743e-10 | 2.34763983283872e-10 |
230 | 0.999999999663269 | 6.73461891527904e-10 | 3.36730945763952e-10 |
231 | 0.999999999509433 | 9.81133454555898e-10 | 4.90566727277949e-10 |
232 | 0.999999999057174 | 1.88565283864396e-09 | 9.42826419321978e-10 |
233 | 0.99999999796791 | 4.06417948787617e-09 | 2.03208974393809e-09 |
234 | 0.999999996035192 | 7.92961691799721e-09 | 3.96480845899861e-09 |
235 | 0.999999996594699 | 6.81060246415458e-09 | 3.40530123207729e-09 |
236 | 0.999999996382702 | 7.23459611888824e-09 | 3.61729805944412e-09 |
237 | 0.999999999990327 | 1.93464385126257e-11 | 9.67321925631287e-12 |
238 | 0.999999999977858 | 4.42831255519234e-11 | 2.21415627759617e-11 |
239 | 0.999999999952214 | 9.55727589649275e-11 | 4.77863794824638e-11 |
240 | 0.999999999950162 | 9.9676537247967e-11 | 4.98382686239835e-11 |
241 | 0.999999999920137 | 1.59725180627291e-10 | 7.98625903136457e-11 |
242 | 0.999999999940797 | 1.1840577259981e-10 | 5.92028862999048e-11 |
243 | 0.999999999964467 | 7.10656241872195e-11 | 3.55328120936098e-11 |
244 | 0.999999999928022 | 1.4395688879712e-10 | 7.19784443985601e-11 |
245 | 0.999999999805461 | 3.89078826139361e-10 | 1.9453941306968e-10 |
246 | 0.999999999578251 | 8.43497095056995e-10 | 4.21748547528497e-10 |
247 | 0.999999998952469 | 2.09506157039956e-09 | 1.04753078519978e-09 |
248 | 0.999999997718371 | 4.56325729528917e-09 | 2.28162864764459e-09 |
249 | 0.999999995752044 | 8.49591116406434e-09 | 4.24795558203217e-09 |
250 | 0.999999990690267 | 1.86194649842545e-08 | 9.30973249212727e-09 |
251 | 0.999999993218217 | 1.35635650536006e-08 | 6.78178252680032e-09 |
252 | 0.999999990174079 | 1.9651841763279e-08 | 9.82592088163948e-09 |
253 | 0.999999974271025 | 5.14579490442105e-08 | 2.57289745221053e-08 |
254 | 0.99999993702387 | 1.25952259080242e-07 | 6.29761295401212e-08 |
255 | 0.999999870901502 | 2.58196996656283e-07 | 1.29098498328142e-07 |
256 | 0.999999675072964 | 6.49854072465125e-07 | 3.24927036232563e-07 |
257 | 0.999999274325138 | 1.45134972493504e-06 | 7.2567486246752e-07 |
258 | 0.999998807773294 | 2.38445341250606e-06 | 1.19222670625303e-06 |
259 | 0.999997153237264 | 5.69352547180543e-06 | 2.84676273590272e-06 |
260 | 0.999994004461988 | 1.19910760239896e-05 | 5.99553801199481e-06 |
261 | 0.999995582610193 | 8.83477961496324e-06 | 4.41738980748162e-06 |
262 | 0.999989829494055 | 2.03410118907743e-05 | 1.01705059453872e-05 |
263 | 0.999978196183646 | 4.36076327088061e-05 | 2.18038163544031e-05 |
264 | 0.999954229743279 | 9.15405134415882e-05 | 4.57702567207941e-05 |
265 | 0.999955391107839 | 8.92177843209983e-05 | 4.46088921604991e-05 |
266 | 0.999911689628714 | 0.000176620742572403 | 8.83103712862017e-05 |
267 | 0.999884298365754 | 0.000231403268492555 | 0.000115701634246277 |
268 | 0.999868360025789 | 0.000263279948421499 | 0.000131639974210749 |
269 | 0.999983050475299 | 3.38990494025117e-05 | 1.69495247012559e-05 |
270 | 0.999980925843309 | 3.8148313382636e-05 | 1.9074156691318e-05 |
271 | 0.999961096458896 | 7.78070822079341e-05 | 3.89035411039671e-05 |
272 | 0.999886765203392 | 0.000226469593215367 | 0.000113234796607684 |
273 | 0.999671889212646 | 0.000656221574708181 | 0.000328110787354091 |
274 | 0.99912683868336 | 0.00174632263327973 | 0.000873161316639867 |
275 | 0.997595722373712 | 0.00480855525257632 | 0.00240427762628816 |
276 | 0.995469062332623 | 0.00906187533475369 | 0.00453093766737684 |
277 | 0.991073852231981 | 0.0178522955360376 | 0.0089261477680188 |
278 | 0.99321542399074 | 0.0135691520185198 | 0.00678457600925989 |
279 | 0.97996921889153 | 0.0400615622169398 | 0.0200307811084699 |
280 | 0.948774984905888 | 0.102450030188224 | 0.0512250150941122 |
281 | 0.874973153079414 | 0.250053693841173 | 0.125026846920586 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 222 | 0.81021897810219 | NOK |
5% type I error level | 260 | 0.948905109489051 | NOK |
10% type I error level | 270 | 0.985401459854015 | NOK |