Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -21842.6579919239 + 75.4788608676633pageviews[t] + 942.873496840887compendiums_reviewed[t] + 432.052937981401`feedback_messages_p120 `[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) | -21842.6579919239 | 4809.304189 | -4.5418 | 8e-06 | 4e-06 |
pageviews | 75.4788608676633 | 3.49101 | 21.6209 | 0 | 0 |
compendiums_reviewed | 942.873496840887 | 453.783943 | 2.0778 | 0.038623 | 0.019311 |
`feedback_messages_p120 ` | 432.052937981401 | 124.294242 | 3.476 | 0.000588 | 0.000294 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.922863158317152 |
R-squared | 0.851676408979109 |
Adjusted R-squared | 0.850115108020995 |
F-TEST (value) | 545.491504730489 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 31877.6763984842 |
Sum Squared Residuals | 289613081981.446 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 154085.547793901 | 56821.452206099 |
2 | 120982 | 114650.382625705 | 6331.61737429544 |
3 | 176508 | 169650.115247825 | 6857.88475217499 |
4 | 179321 | 214885.085329952 | -35564.0853299518 |
5 | 123185 | 88941.7124173917 | 34243.2875826083 |
6 | 52746 | 67862.4711663653 | -15116.4711663653 |
7 | 385534 | 282653.830422796 | 102880.169577204 |
8 | 33170 | 32636.886968706 | 533.11303129404 |
9 | 101645 | 94917.7642708738 | 6727.2357291262 |
10 | 149061 | 162336.012911721 | -13275.0129117205 |
11 | 165446 | 136266.43649655 | 29179.5635034501 |
12 | 237213 | 200273.7568303 | 36939.2431696997 |
13 | 173326 | 196428.507687479 | -23102.5076874792 |
14 | 133131 | 148960.787302931 | -15829.7873029306 |
15 | 258873 | 234519.114908985 | 24353.8850910149 |
16 | 180083 | 152997.72811305 | 27085.2718869496 |
17 | 324799 | 400067.366706701 | -75268.3667067008 |
18 | 230964 | 184896.571421398 | 46067.4285786025 |
19 | 236785 | 200492.687594035 | 36292.3124059654 |
20 | 135473 | 106555.026201088 | 28917.9737989118 |
21 | 202925 | 212047.097736798 | -9122.09773679821 |
22 | 215147 | 208249.704251895 | 6897.29574810544 |
23 | 344297 | 222328.870280595 | 121968.129719405 |
24 | 153935 | 130105.836478085 | 23829.1635219148 |
25 | 132943 | 179621.918368387 | -46678.9183683873 |
26 | 174724 | 251890.728540608 | -77166.7285406077 |
27 | 174415 | 218693.569622897 | -44278.5696228965 |
28 | 225548 | 225525.677341139 | 22.322658860499 |
29 | 223632 | 184752.894062826 | 38879.1059371739 |
30 | 124817 | 128960.635385876 | -4143.63538587637 |
31 | 221698 | 193565.686473985 | 28132.3135260145 |
32 | 210767 | 195199.004824105 | 15567.9951758951 |
33 | 170266 | 189649.608619165 | -19383.6086191647 |
34 | 260561 | 217619.174735221 | 42941.8252647791 |
35 | 84853 | 114448.75787348 | -29595.7578734797 |
36 | 294424 | 247920.89856103 | 46503.1014389703 |
37 | 101011 | 69836.7377075752 | 31174.2622924248 |
38 | 215641 | 194507.15428454 | 21133.8457154597 |
39 | 325107 | 267464.185709724 | 57642.8142902756 |
40 | 7176 | -7803.58987053854 | 14979.5898705385 |
41 | 167542 | 147944.318018946 | 19597.6819810536 |
42 | 106408 | 72632.7443196891 | 33775.2556803109 |
43 | 96560 | 145937.800633385 | -49377.8006333848 |
44 | 265769 | 250910.727877338 | 14858.2721226621 |
45 | 269651 | 253964.900949044 | 15686.0990509558 |
46 | 149112 | 152136.955294527 | -3024.95529452651 |
47 | 175824 | 234226.770233888 | -58402.7702338881 |
48 | 152871 | 147829.828917925 | 5041.17108207456 |
49 | 111665 | 128111.611921108 | -16446.6119211081 |
50 | 116408 | 186753.17842352 | -70345.1784235195 |
51 | 362301 | 382903.796696514 | -20602.7966965141 |
52 | 78800 | 100477.141109227 | -21677.1411092266 |
53 | 183167 | 212754.508074996 | -29587.5080749956 |
54 | 277965 | 326982.646843026 | -49017.6468430255 |
55 | 150629 | 187389.438062031 | -36760.438062031 |
56 | 168809 | 156301.695645461 | 12507.3043545391 |
57 | 24188 | 22390.7215516704 | 1797.27844832955 |
58 | 329267 | 245470.693237112 | 83796.3067628876 |
59 | 65029 | 77640.566653619 | -12611.566653619 |
60 | 101097 | 96702.6988884431 | 4394.3011115569 |
61 | 218946 | 224504.036223421 | -5558.03622342053 |
62 | 244052 | 252327.135398295 | -8275.13539829514 |
63 | 341570 | 385729.150934493 | -44159.1509344929 |
64 | 103597 | 98346.4052034606 | 5250.59479653943 |
65 | 233328 | 251967.250771209 | -18639.2507712089 |
66 | 256462 | 213652.271199101 | 42809.7288008993 |
67 | 206161 | 180853.145654676 | 25307.8543453239 |
68 | 311473 | 307328.817899035 | 4144.1821009652 |
69 | 235800 | 213365.416376863 | 22434.5836231375 |
70 | 177939 | 200938.598415201 | -22999.5984152007 |
71 | 207176 | 205069.022972278 | 2106.9770277216 |
72 | 196553 | 140810.997700376 | 55742.0022996242 |
73 | 174184 | 136813.022832981 | 37370.9771670193 |
74 | 143246 | 161464.80783087 | -18218.8078308701 |
75 | 187559 | 233480.464008919 | -45921.4640089187 |
76 | 187681 | 182227.369246355 | 5453.63075364464 |
77 | 119016 | 127522.545426237 | -8506.5454262373 |
78 | 182192 | 222151.013989015 | -39959.0139890148 |
79 | 73566 | 96193.6020349937 | -22627.6020349937 |
80 | 194979 | 214106.028365726 | -19127.028365726 |
81 | 167488 | 141562.453251613 | 25925.5467483865 |
82 | 143756 | 169618.770194855 | -25862.7701948547 |
83 | 275541 | 199122.499902937 | 76418.5000970626 |
84 | 243199 | 188804.462404169 | 54394.5375958314 |
85 | 182999 | 168517.795473962 | 14481.2045260377 |
86 | 135649 | 161870.302725597 | -26221.3027255969 |
87 | 152299 | 158793.337758085 | -6494.33775808462 |
88 | 120221 | 135590.278647904 | -15369.2786479036 |
89 | 346485 | 286116.627780925 | 60368.3722190745 |
90 | 145790 | 144850.953548811 | 939.046451189508 |
91 | 193339 | 165920.920260625 | 27418.0797393748 |
92 | 80953 | 63032.3682631681 | 17920.6317368319 |
93 | 122774 | 155439.994528089 | -32665.9945280892 |
94 | 130585 | 131285.057134989 | -700.057134988894 |
95 | 112611 | 99278.3690505367 | 13332.6309494633 |
96 | 286468 | 278468.835826932 | 7999.16417306753 |
97 | 241066 | 212329.125220454 | 28736.8747795457 |
98 | 148446 | 261023.149020728 | -112577.149020728 |
99 | 204713 | 181361.472860087 | 23351.5271399125 |
100 | 182079 | 182983.041856451 | -904.041856451305 |
101 | 140344 | 144072.01165547 | -3728.01165547034 |
102 | 220516 | 244289.408348208 | -23773.4083482081 |
103 | 243060 | 198674.661710618 | 44385.3382893816 |
104 | 162765 | 155023.771141874 | 7741.22885812607 |
105 | 182613 | 150661.601307611 | 31951.3986923892 |
106 | 232138 | 171490.615007923 | 60647.3849920768 |
107 | 265318 | 330284.14281195 | -64966.14281195 |
108 | 85574 | 110879.321728351 | -25305.3217283509 |
109 | 310839 | 252248.164829179 | 58590.8351708213 |
110 | 225060 | 226469.615997676 | -1409.61599767598 |
111 | 232317 | 198781.529921885 | 33535.4700781151 |
112 | 144966 | 134923.036272974 | 10042.9637270258 |
113 | 43287 | 69161.6007211959 | -25874.6007211959 |
114 | 155754 | 141968.107514654 | 13785.8924853455 |
115 | 164709 | 152277.299595659 | 12431.700404341 |
116 | 201940 | 199149.716491906 | 2790.28350809351 |
117 | 235454 | 215878.104172416 | 19575.8958275844 |
118 | 220801 | 184326.035466046 | 36474.9645339541 |
119 | 99466 | 95623.6095544709 | 3842.39044552907 |
120 | 92661 | 131911.750691193 | -39250.7506911933 |
121 | 133328 | 141221.165251437 | -7893.16525143702 |
122 | 61361 | 91602.5690695744 | -30241.5690695744 |
123 | 125930 | 178661.832140961 | -52731.8321409607 |
124 | 100750 | 143312.89091705 | -42562.8909170497 |
125 | 224549 | 162386.33941562 | 62162.6605843803 |
126 | 82316 | 66953.4585834094 | 15362.5414165906 |
127 | 102010 | 92829.1679969573 | 9180.83200304273 |
128 | 101523 | 132498.275566625 | -30975.2755666253 |
129 | 243511 | 212014.757580085 | 31496.242419915 |
130 | 22938 | 8612.45010417332 | 14325.5498958267 |
131 | 41566 | 55748.0459254337 | -14182.0459254337 |
132 | 152474 | 165333.25945204 | -12859.2594520404 |
133 | 61857 | 41494.3348726294 | 20362.6651273706 |
134 | 99923 | 186345.389872525 | -86422.3898725251 |
135 | 132487 | 159055.676979107 | -26568.6769791067 |
136 | 317394 | 223586.633102672 | 93807.3668973278 |
137 | 21054 | 7367.66116386179 | 13686.3388361382 |
138 | 209641 | 158193.657842611 | 51447.342157389 |
139 | 22648 | 49309.0734684381 | -26661.0734684381 |
140 | 31414 | 23478.8149542166 | 7935.18504578338 |
141 | 46698 | 65055.5331145245 | -18357.5331145245 |
142 | 131698 | 148669.463490101 | -16971.4634901007 |
143 | 91735 | 95552.4628233472 | -3817.46282334722 |
144 | 244749 | 262675.70075351 | -17926.7007535099 |
145 | 184510 | 197578.743752575 | -13068.7437525751 |
146 | 79863 | 133440.401922895 | -53577.4019228946 |
147 | 128423 | 156709.435930465 | -28286.4359304646 |
148 | 97839 | 115196.743506431 | -17357.7435064307 |
149 | 38214 | 37645.4346532454 | 568.565346754631 |
150 | 151101 | 174856.136713122 | -23755.1367131217 |
151 | 272458 | 247256.330697825 | 25201.6693021753 |
152 | 172494 | 162613.275175623 | 9880.72482437704 |
153 | 108043 | 115031.043900091 | -6988.04390009137 |
154 | 328107 | 292862.391285965 | 35244.6087140355 |
155 | 250579 | 213394.06044208 | 37184.9395579202 |
156 | 351067 | 310264.350898253 | 40802.6491017475 |
157 | 158015 | 132270.273929422 | 25744.726070578 |
158 | 98866 | 87272.3545680054 | 11593.6454319946 |
159 | 85439 | 110415.720071656 | -24976.7200716564 |
160 | 229242 | 223797.509886642 | 5444.49011335759 |
161 | 351619 | 348817.560704148 | 2801.4392958521 |
162 | 84207 | 128201.514647456 | -43994.5146474558 |
163 | 120445 | 124391.828333968 | -3946.82833396771 |
164 | 324598 | 316643.267432165 | 7954.73256783453 |
165 | 131069 | 162088.892962741 | -31019.8929627407 |
166 | 204271 | 168757.953078902 | 35513.0469210977 |
167 | 165543 | 175603.600661206 | -10060.6006612059 |
168 | 141722 | 113441.929413822 | 28280.070586178 |
169 | 116048 | 90020.4612247734 | 26027.5387752266 |
170 | 250047 | 166856.580199197 | 83190.4198008028 |
171 | 299775 | 302300.697022747 | -2525.69702274709 |
172 | 195838 | 173588.419016156 | 22249.5809838435 |
173 | 173260 | 185257.296469979 | -11997.2964699789 |
174 | 254488 | 239986.728454732 | 14501.2715452677 |
175 | 104389 | 184089.550727631 | -79700.550727631 |
176 | 136084 | 127159.03151255 | 8924.96848744983 |
177 | 199476 | 219823.825164759 | -20347.8251647586 |
178 | 92499 | 91427.1618340136 | 1071.83816598641 |
179 | 224330 | 215370.231846976 | 8959.768153024 |
180 | 135781 | 105018.39176308 | 30762.60823692 |
181 | 74408 | 94594.8474419023 | -20186.8474419023 |
182 | 81240 | 136328.5791591 | -55088.5791590996 |
183 | 14688 | -6218.53379231762 | 20906.5337923176 |
184 | 181633 | 162146.137513251 | 19486.8624867488 |
185 | 271856 | 233538.367105144 | 38317.6328948563 |
186 | 7199 | -10445.3500009068 | 17644.3500009068 |
187 | 46660 | 24265.3777373111 | 22394.6222626889 |
188 | 17547 | -8529.05336081691 | 26076.0533608169 |
189 | 133368 | 141580.18838457 | -8212.18838457038 |
190 | 95227 | 94885.4016066942 | 341.598393305846 |
191 | 152601 | 120141.879702982 | 32459.1202970179 |
192 | 98146 | 91762.2128407597 | 6383.78715924029 |
193 | 79619 | 106741.909068709 | -27122.9090687091 |
194 | 59194 | 129345.128895102 | -70151.1288951023 |
195 | 139942 | 137253.443801288 | 2688.55619871193 |
196 | 118612 | 113946.942100699 | 4665.05789930134 |
197 | 72880 | 93705.2486823805 | -20825.2486823805 |
198 | 65475 | 56784.1109086327 | 8690.88909136732 |
199 | 99643 | 120259.383842318 | -20616.383842318 |
200 | 71965 | 74689.6107166163 | -2724.61071661628 |
201 | 77272 | 71798.6664052676 | 5473.33359473235 |
202 | 49289 | 55498.1363938438 | -6209.13639384376 |
203 | 135131 | 122082.533293478 | 13048.4667065218 |
204 | 108446 | 115259.589012123 | -6813.58901212349 |
205 | 89746 | 133695.323919905 | -43949.3239199051 |
206 | 44296 | 56606.7320044905 | -12310.7320044905 |
207 | 77648 | 95642.1843914186 | -17994.1843914186 |
208 | 181528 | 135705.855416087 | 45822.1445839134 |
209 | 134019 | 111298.922469434 | 22720.0775305664 |
210 | 124064 | 127084.617811378 | -3020.6178113781 |
211 | 92630 | 87021.6278398912 | 5608.37216010885 |
212 | 121848 | 111378.914618322 | 10469.0853816785 |
213 | 52915 | 62568.2006241783 | -9653.20062417832 |
214 | 81872 | 74018.805859981 | 7853.19414001899 |
215 | 58981 | 109904.718354521 | -50923.7183545206 |
216 | 53515 | 89751.20395714 | -36236.20395714 |
217 | 60812 | 93982.1711371968 | -33170.1711371968 |
218 | 56375 | 62645.4256979226 | -6270.42569792256 |
219 | 65490 | 62530.3706146064 | 2959.62938539364 |
220 | 80949 | 62121.7681181454 | 18827.2318818546 |
221 | 76302 | 101495.878290954 | -25193.8782909541 |
222 | 104011 | 154780.143618647 | -50769.1436186473 |
223 | 98104 | 169073.386596472 | -70969.3865964716 |
224 | 67989 | 72968.6793278546 | -4979.67932785456 |
225 | 30989 | 34619.4990327753 | -3630.49903277526 |
226 | 135458 | 138089.745316024 | -2631.74531602439 |
227 | 73504 | 46361.2251331695 | 27142.7748668305 |
228 | 63123 | 85096.6669403134 | -21973.6669403134 |
229 | 61254 | 93837.0880923393 | -32583.0880923393 |
230 | 74914 | 143495.441654927 | -68581.4416549267 |
231 | 31774 | 61893.4041643896 | -30119.4041643896 |
232 | 81437 | 96270.6459504617 | -14833.6459504617 |
233 | 87186 | 123464.558933188 | -36278.5589331881 |
234 | 50090 | 65745.4119855078 | -15655.4119855078 |
235 | 65745 | 89997.713626396 | -24252.713626396 |
236 | 56653 | 67247.8899979735 | -10594.8899979735 |
237 | 158399 | 113425.348752922 | 44973.6512470779 |
238 | 46455 | 50394.5366566884 | -3939.53665668838 |
239 | 73624 | 90645.6340238061 | -17021.6340238061 |
240 | 38395 | 58618.4880286818 | -20223.4880286818 |
241 | 91899 | 88150.8400120197 | 3748.15998798029 |
242 | 139526 | 158634.078810918 | -19108.0788109183 |
243 | 52164 | 67374.0358893307 | -15210.0358893307 |
244 | 51567 | 57370.4103283598 | -5803.41032835983 |
245 | 70551 | 73895.7675703579 | -3344.76757035787 |
246 | 84856 | 92092.7505594856 | -7236.75055948559 |
247 | 102538 | 136735.820266703 | -34197.820266703 |
248 | 86678 | 67115.6882714621 | 19562.3117285379 |
249 | 85709 | 74035.4533257759 | 11673.5466742241 |
250 | 34662 | 28654.2424756767 | 6007.7575243233 |
251 | 150580 | 150116.058340913 | 463.941659086542 |
252 | 99611 | 101025.473658534 | -1414.473658534 |
253 | 19349 | -4143.47738246178 | 23492.4773824618 |
254 | 99373 | 113396.726477667 | -14023.7264776669 |
255 | 86230 | 103789.388077106 | -17559.388077106 |
256 | 30837 | 16490.3522247988 | 14346.6477752012 |
257 | 31706 | 38542.1544076169 | -6836.15440761687 |
258 | 89806 | 77097.7907620654 | 12708.2092379346 |
259 | 62088 | 55552.4770083628 | 6535.52299163718 |
260 | 40151 | 29497.0064395481 | 10653.9935604519 |
261 | 27634 | 44214.9994847235 | -16580.9994847235 |
262 | 76990 | 85479.277375815 | -8489.27737581497 |
263 | 37460 | 29224.9377993425 | 8235.06220065746 |
264 | 54157 | 59380.375842246 | -5223.37584224603 |
265 | 49862 | 62768.4639875457 | -12906.4639875457 |
266 | 84337 | 71164.807556785 | 13172.192443215 |
267 | 64175 | 83267.6428122753 | -19092.6428122753 |
268 | 59382 | 49053.3117674368 | 10328.6882325632 |
269 | 119308 | 71665.9429938895 | 47642.0570061105 |
270 | 76702 | 88110.7421047044 | -11408.7421047044 |
271 | 103425 | 126220.989322854 | -22795.9893228536 |
272 | 70344 | 70320.3416774655 | 23.6583225345008 |
273 | 43410 | 39118.9280739033 | 4291.07192609675 |
274 | 104838 | 101831.450982567 | 3006.54901743298 |
275 | 62215 | 49713.025816031 | 12501.974183969 |
276 | 69304 | 95626.014313062 | -26322.014313062 |
277 | 53117 | 49792.4962800522 | 3324.50371994783 |
278 | 19764 | 3282.7761009675 | 16481.2238990325 |
279 | 86680 | 98951.4606184117 | -12271.4606184117 |
280 | 84105 | 76731.5315631967 | 7373.46843680333 |
281 | 77945 | 92044.7137432919 | -14099.7137432919 |
282 | 89113 | 69264.8178558995 | 19848.1821441005 |
283 | 91005 | 87682.1815924761 | 3322.81840752385 |
284 | 40248 | 24806.0450994357 | 15441.9549005643 |
285 | 64187 | 65031.6052855658 | -844.605285565796 |
286 | 50857 | 84479.2518918828 | -33622.2518918828 |
287 | 56613 | 66410.863850132 | -9797.86385013204 |
288 | 62792 | 71472.641974562 | -8680.64197456199 |
289 | 72535 | 77571.4841544959 | -5036.48415449595 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.943216298397142 | 0.113567403205716 | 0.056783701602858 |
8 | 0.914012518131949 | 0.171974963736103 | 0.0859874818680515 |
9 | 0.890558324792685 | 0.21888335041463 | 0.109441675207315 |
10 | 0.867484032290754 | 0.265031935418492 | 0.132515967709246 |
11 | 0.802230488428638 | 0.395539023142724 | 0.197769511571362 |
12 | 0.761618678109577 | 0.476762643780846 | 0.238381321890423 |
13 | 0.707187978586553 | 0.585624042826895 | 0.292812021413447 |
14 | 0.67388519670891 | 0.65222960658218 | 0.32611480329109 |
15 | 0.591275371196972 | 0.817449257606056 | 0.408724628803028 |
16 | 0.507843499408732 | 0.984313001182537 | 0.492156500591268 |
17 | 0.93578101076542 | 0.12843797846916 | 0.0642189892345802 |
18 | 0.947990294824859 | 0.104019410350282 | 0.0520097051751411 |
19 | 0.931340525038545 | 0.13731894992291 | 0.068659474961455 |
20 | 0.908505779181543 | 0.182988441636915 | 0.0914942208184573 |
21 | 0.877612957582347 | 0.244774084835306 | 0.122387042417653 |
22 | 0.840778712859251 | 0.318442574281498 | 0.159221287140749 |
23 | 0.989441219907889 | 0.0211175601842211 | 0.0105587800921106 |
24 | 0.984738533277332 | 0.0305229334453369 | 0.0152614667226685 |
25 | 0.983221224001698 | 0.0335575519966049 | 0.0167787759983024 |
26 | 0.997904217469631 | 0.00419156506073874 | 0.00209578253036937 |
27 | 0.998630424953413 | 0.0027391500931737 | 0.00136957504658685 |
28 | 0.998036450856609 | 0.00392709828678128 | 0.00196354914339064 |
29 | 0.998281924356389 | 0.00343615128722176 | 0.00171807564361088 |
30 | 0.997642849943927 | 0.00471430011214591 | 0.00235715005607296 |
31 | 0.997096567471829 | 0.00580686505634118 | 0.00290343252817059 |
32 | 0.996243608446459 | 0.00751278310708257 | 0.00375639155354128 |
33 | 0.994747499194607 | 0.0105050016107863 | 0.00525250080539313 |
34 | 0.997093795485529 | 0.00581240902894147 | 0.00290620451447074 |
35 | 0.996857327789326 | 0.00628534442134824 | 0.00314267221067412 |
36 | 0.997114837216243 | 0.00577032556751471 | 0.00288516278375735 |
37 | 0.996080607207696 | 0.00783878558460824 | 0.00391939279230412 |
38 | 0.994642166077214 | 0.010715667845571 | 0.00535783392278552 |
39 | 0.996210316774653 | 0.00757936645069394 | 0.00378968322534697 |
40 | 0.995427775079792 | 0.0091444498404164 | 0.0045722249202082 |
41 | 0.993771406556774 | 0.0124571868864524 | 0.00622859344322619 |
42 | 0.992058584466793 | 0.0158828310664138 | 0.00794141553320691 |
43 | 0.997772802958805 | 0.00445439408239057 | 0.00222719704119529 |
44 | 0.996904310561773 | 0.00619137887645392 | 0.00309568943822696 |
45 | 0.995786211821026 | 0.00842757635794837 | 0.00421378817897419 |
46 | 0.994257392744466 | 0.0114852145110689 | 0.00574260725553447 |
47 | 0.998288720567169 | 0.00342255886566163 | 0.00171127943283082 |
48 | 0.997599468455968 | 0.00480106308806452 | 0.00240053154403226 |
49 | 0.99715949964998 | 0.00568100070004092 | 0.00284050035002046 |
50 | 0.998896956503238 | 0.00220608699352387 | 0.00110304349676194 |
51 | 0.998624055044875 | 0.00275188991024953 | 0.00137594495512477 |
52 | 0.998416426654267 | 0.00316714669146683 | 0.00158357334573342 |
53 | 0.998333893123071 | 0.00333221375385808 | 0.00166610687692904 |
54 | 0.998753343553686 | 0.00249331289262768 | 0.00124665644631384 |
55 | 0.998889310142678 | 0.0022213797146435 | 0.00111068985732175 |
56 | 0.998470717698147 | 0.00305856460370567 | 0.00152928230185284 |
57 | 0.998098338910583 | 0.00380332217883404 | 0.00190166108941702 |
58 | 0.999648607027327 | 0.000702785945346057 | 0.000351392972673028 |
59 | 0.999574160429375 | 0.000851679141249526 | 0.000425839570624763 |
60 | 0.999402456418358 | 0.00119508716328399 | 0.000597543581641993 |
61 | 0.999174222272854 | 0.00165155545429224 | 0.000825777727146119 |
62 | 0.998880770116992 | 0.00223845976601559 | 0.0011192298830078 |
63 | 0.9990959943795 | 0.00180801124100034 | 0.00090400562050017 |
64 | 0.998755401661353 | 0.00248919667729395 | 0.00124459833864697 |
65 | 0.998468179307379 | 0.00306364138524159 | 0.00153182069262079 |
66 | 0.998670481830402 | 0.00265903633919576 | 0.00132951816959788 |
67 | 0.998400016488935 | 0.00319996702213015 | 0.00159998351106507 |
68 | 0.997851846520126 | 0.00429630695974762 | 0.00214815347987381 |
69 | 0.997468764453036 | 0.00506247109392727 | 0.00253123554696364 |
70 | 0.996921933098663 | 0.00615613380267322 | 0.00307806690133661 |
71 | 0.995923081646954 | 0.00815383670609156 | 0.00407691835304578 |
72 | 0.997235001133601 | 0.00552999773279816 | 0.00276499886639908 |
73 | 0.997267976919849 | 0.0054640461603018 | 0.0027320230801509 |
74 | 0.996968061022483 | 0.00606387795503445 | 0.00303193897751723 |
75 | 0.997677445718201 | 0.00464510856359886 | 0.00232255428179943 |
76 | 0.99691254807652 | 0.00617490384696017 | 0.00308745192348008 |
77 | 0.996147274943242 | 0.00770545011351595 | 0.00385272505675798 |
78 | 0.996650564581355 | 0.00669887083728945 | 0.00334943541864473 |
79 | 0.996393178828022 | 0.00721364234395606 | 0.00360682117197803 |
80 | 0.995773841444578 | 0.00845231711084297 | 0.00422615855542149 |
81 | 0.99524015523563 | 0.00951968952874028 | 0.00475984476437014 |
82 | 0.994907813178006 | 0.0101843736439876 | 0.00509218682199381 |
83 | 0.998426102985404 | 0.00314779402919292 | 0.00157389701459646 |
84 | 0.998977004063883 | 0.00204599187223488 | 0.00102299593611744 |
85 | 0.998695263258849 | 0.00260947348230149 | 0.00130473674115075 |
86 | 0.998635061525937 | 0.00272987694812679 | 0.00136493847406339 |
87 | 0.998200641955098 | 0.00359871608980467 | 0.00179935804490234 |
88 | 0.99785090211647 | 0.004298195767061 | 0.0021490978835305 |
89 | 0.999031920051771 | 0.00193615989645791 | 0.000968079948228957 |
90 | 0.998724450726896 | 0.00255109854620766 | 0.00127554927310383 |
91 | 0.998637406249575 | 0.00272518750085005 | 0.00136259375042502 |
92 | 0.998265263596201 | 0.00346947280759765 | 0.00173473640379882 |
93 | 0.998348587068877 | 0.00330282586224518 | 0.00165141293112259 |
94 | 0.997859401646709 | 0.00428119670658281 | 0.0021405983532914 |
95 | 0.997294374515887 | 0.00541125096822576 | 0.00270562548411288 |
96 | 0.996508003986457 | 0.00698399202708535 | 0.00349199601354268 |
97 | 0.996462198165475 | 0.00707560366904993 | 0.00353780183452497 |
98 | 0.999862190457318 | 0.000275619085364647 | 0.000137809542682323 |
99 | 0.999835908778082 | 0.000328182443836279 | 0.000164091221918139 |
100 | 0.999773100790354 | 0.000453798419291424 | 0.000226899209645712 |
101 | 0.999691241772186 | 0.000617516455628862 | 0.000308758227814431 |
102 | 0.99964302826247 | 0.000713943475060288 | 0.000356971737530144 |
103 | 0.999724382094347 | 0.000551235811306936 | 0.000275617905653468 |
104 | 0.999631317522859 | 0.000737364954281588 | 0.000368682477140794 |
105 | 0.999627101908885 | 0.000745796182230486 | 0.000372898091115243 |
106 | 0.999833462732724 | 0.000333074534552333 | 0.000166537267276166 |
107 | 0.999925188015167 | 0.000149623969665197 | 7.48119848325987e-05 |
108 | 0.999921494334298 | 0.000157011331404356 | 7.85056657021781e-05 |
109 | 0.999962146788873 | 7.57064222549665e-05 | 3.78532111274832e-05 |
110 | 0.999946062294034 | 0.000107875411931316 | 5.39377059656578e-05 |
111 | 0.999948638589702 | 0.000102722820596655 | 5.13614102983273e-05 |
112 | 0.9999292548268 | 0.000141490346400557 | 7.07451732002783e-05 |
113 | 0.999927064418921 | 0.000145871162157066 | 7.29355810785331e-05 |
114 | 0.999901376781923 | 0.000197246436153952 | 9.86232180769762e-05 |
115 | 0.99986905521827 | 0.000261889563459588 | 0.000130944781729794 |
116 | 0.999819044085172 | 0.000361911829656732 | 0.000180955914828366 |
117 | 0.999781005855968 | 0.000437988288063379 | 0.000218994144031689 |
118 | 0.99979043029597 | 0.000419139408060574 | 0.000209569704030287 |
119 | 0.999716745318182 | 0.000566509363636922 | 0.000283254681818461 |
120 | 0.999783776958019 | 0.000432446083962684 | 0.000216223041981342 |
121 | 0.999715029570972 | 0.000569940858055408 | 0.000284970429027704 |
122 | 0.999733594881692 | 0.000532810236616959 | 0.000266405118308479 |
123 | 0.999861735980119 | 0.000276528039762934 | 0.000138264019881467 |
124 | 0.999893151284966 | 0.000213697430067493 | 0.000106848715033746 |
125 | 0.999963682289854 | 7.26354202922719e-05 | 3.6317710146136e-05 |
126 | 0.999951891457599 | 9.62170848021215e-05 | 4.81085424010607e-05 |
127 | 0.999933719186951 | 0.000132561626099076 | 6.62808130495381e-05 |
128 | 0.999933604076384 | 0.000132791847232102 | 6.63959236160512e-05 |
129 | 0.999938349298314 | 0.000123301403371179 | 6.16507016855895e-05 |
130 | 0.999917148953065 | 0.000165702093870327 | 8.28510469351633e-05 |
131 | 0.999895687902362 | 0.000208624195276417 | 0.000104312097638208 |
132 | 0.999861754838067 | 0.000276490323865179 | 0.00013824516193259 |
133 | 0.999831399746182 | 0.000337200507635159 | 0.000168600253817579 |
134 | 0.999984134153916 | 3.17316921673954e-05 | 1.58658460836977e-05 |
135 | 0.999981757157174 | 3.64856856524448e-05 | 1.82428428262224e-05 |
136 | 0.999999340274213 | 1.31945157371026e-06 | 6.59725786855128e-07 |
137 | 0.999999049538825 | 1.90092235054838e-06 | 9.50461175274189e-07 |
138 | 0.999999592523783 | 8.14952433168489e-07 | 4.07476216584244e-07 |
139 | 0.999999561377207 | 8.77245585480538e-07 | 4.38622792740269e-07 |
140 | 0.999999347483555 | 1.30503289074963e-06 | 6.52516445374814e-07 |
141 | 0.999999157816474 | 1.6843670512949e-06 | 8.4218352564745e-07 |
142 | 0.999998874133933 | 2.25173213441944e-06 | 1.12586606720972e-06 |
143 | 0.999998311728782 | 3.37654243687026e-06 | 1.68827121843513e-06 |
144 | 0.999997733130864 | 4.53373827282449e-06 | 2.26686913641224e-06 |
145 | 0.999996744204902 | 6.51159019517799e-06 | 3.25579509758899e-06 |
146 | 0.999998584581106 | 2.83083778862075e-06 | 1.41541889431037e-06 |
147 | 0.999998372819522 | 3.25436095695027e-06 | 1.62718047847513e-06 |
148 | 0.999997817306915 | 4.36538617061273e-06 | 2.18269308530637e-06 |
149 | 0.999996735129623 | 6.52974075388561e-06 | 3.26487037694281e-06 |
150 | 0.999996002238428 | 7.99552314497161e-06 | 3.9977615724858e-06 |
151 | 0.999995826444186 | 8.34711162810141e-06 | 4.1735558140507e-06 |
152 | 0.999994506727571 | 1.09865448579463e-05 | 5.49327242897315e-06 |
153 | 0.999992078265094 | 1.58434698117609e-05 | 7.92173490588046e-06 |
154 | 0.999994023195874 | 1.19536082514125e-05 | 5.97680412570627e-06 |
155 | 0.999996163968271 | 7.67206345736056e-06 | 3.83603172868028e-06 |
156 | 0.999998315543331 | 3.36891333760575e-06 | 1.68445666880287e-06 |
157 | 0.99999865928581 | 2.68142837971177e-06 | 1.34071418985588e-06 |
158 | 0.999998077774774 | 3.84445045176391e-06 | 1.92222522588196e-06 |
159 | 0.999997554923299 | 4.89015340281787e-06 | 2.44507670140894e-06 |
160 | 0.999996739090457 | 6.52181908595554e-06 | 3.26090954297777e-06 |
161 | 0.999995677103487 | 8.6457930255998e-06 | 4.3228965127999e-06 |
162 | 0.999996386589535 | 7.2268209300246e-06 | 3.6134104650123e-06 |
163 | 0.99999459801764 | 1.08039647192031e-05 | 5.40198235960154e-06 |
164 | 0.999993669054802 | 1.26618903953785e-05 | 6.33094519768923e-06 |
165 | 0.999992815755841 | 1.4368488318164e-05 | 7.18424415908202e-06 |
166 | 0.999996537892559 | 6.92421488289202e-06 | 3.46210744144601e-06 |
167 | 0.999994896937138 | 1.0206125723825e-05 | 5.10306286191249e-06 |
168 | 0.999995133051159 | 9.73389768281576e-06 | 4.86694884140788e-06 |
169 | 0.999995227617301 | 9.54476539869908e-06 | 4.77238269934954e-06 |
170 | 0.99999988983143 | 2.20337139335948e-07 | 1.10168569667974e-07 |
171 | 0.999999859309769 | 2.8138046277998e-07 | 1.4069023138999e-07 |
172 | 0.999999906504252 | 1.86991496449297e-07 | 9.34957482246485e-08 |
173 | 0.99999985455509 | 2.90889820413242e-07 | 1.45444910206621e-07 |
174 | 0.999999921813754 | 1.56372492726183e-07 | 7.81862463630913e-08 |
175 | 0.999999985858597 | 2.82828063089012e-08 | 1.41414031544506e-08 |
176 | 0.999999980254506 | 3.9490987490973e-08 | 1.97454937454865e-08 |
177 | 0.999999969634596 | 6.07308080326896e-08 | 3.03654040163448e-08 |
178 | 0.999999950800198 | 9.83996031751787e-08 | 4.91998015875893e-08 |
179 | 0.999999965339833 | 6.93203334489883e-08 | 3.46601667244941e-08 |
180 | 0.999999976628906 | 4.67421887544124e-08 | 2.33710943772062e-08 |
181 | 0.999999969217312 | 6.15653760338698e-08 | 3.07826880169349e-08 |
182 | 0.99999998828504 | 2.34299202856449e-08 | 1.17149601428225e-08 |
183 | 0.99999998109435 | 3.78113004051634e-08 | 1.89056502025817e-08 |
184 | 0.999999989041136 | 2.19177278154477e-08 | 1.09588639077238e-08 |
185 | 0.999999999898943 | 2.02114142946386e-10 | 1.01057071473193e-10 |
186 | 0.999999999826938 | 3.46123853647509e-10 | 1.73061926823755e-10 |
187 | 0.999999999704697 | 5.90606367167576e-10 | 2.95303183583788e-10 |
188 | 0.999999999483592 | 1.03281604092533e-09 | 5.16408020462664e-10 |
189 | 0.999999999133416 | 1.73316765280159e-09 | 8.66583826400795e-10 |
190 | 0.999999999302595 | 1.39481066611514e-09 | 6.97405333057568e-10 |
191 | 0.999999999965722 | 6.85569259039417e-11 | 3.42784629519708e-11 |
192 | 0.999999999950575 | 9.88501470536642e-11 | 4.94250735268321e-11 |
193 | 0.999999999943448 | 1.13103766112265e-10 | 5.65518830561323e-11 |
194 | 0.999999999990081 | 1.9836956962024e-11 | 9.918478481012e-12 |
195 | 0.999999999986835 | 2.63299311298256e-11 | 1.31649655649128e-11 |
196 | 0.999999999976973 | 4.60542968587162e-11 | 2.30271484293581e-11 |
197 | 0.999999999963504 | 7.29919008505298e-11 | 3.64959504252649e-11 |
198 | 0.999999999929689 | 1.40622529639962e-10 | 7.03112648199808e-11 |
199 | 0.999999999873913 | 2.52173201382988e-10 | 1.26086600691494e-10 |
200 | 0.999999999760576 | 4.78848259932207e-10 | 2.39424129966103e-10 |
201 | 0.999999999579087 | 8.41825966421979e-10 | 4.20912983210989e-10 |
202 | 0.999999999343452 | 1.31309678676326e-09 | 6.56548393381629e-10 |
203 | 0.999999999201484 | 1.59703152210999e-09 | 7.98515761054997e-10 |
204 | 0.999999998525791 | 2.94841799942036e-09 | 1.47420899971018e-09 |
205 | 0.999999998707511 | 2.58497832772464e-09 | 1.29248916386232e-09 |
206 | 0.999999997635725 | 4.72855005570592e-09 | 2.36427502785296e-09 |
207 | 0.999999996136576 | 7.72684708353801e-09 | 3.86342354176901e-09 |
208 | 0.999999999844576 | 3.10847526575224e-10 | 1.55423763287612e-10 |
209 | 0.999999999949781 | 1.00437371191855e-10 | 5.02186855959273e-11 |
210 | 0.999999999928314 | 1.43371088622807e-10 | 7.16855443114034e-11 |
211 | 0.999999999863103 | 2.73794255581078e-10 | 1.36897127790539e-10 |
212 | 0.999999999888542 | 2.22916122107272e-10 | 1.11458061053636e-10 |
213 | 0.999999999781053 | 4.37894185995776e-10 | 2.18947092997888e-10 |
214 | 0.999999999614916 | 7.70168603153719e-10 | 3.85084301576859e-10 |
215 | 0.999999999741204 | 5.17591164355689e-10 | 2.58795582177845e-10 |
216 | 0.999999999790452 | 4.19095860141695e-10 | 2.09547930070847e-10 |
217 | 0.999999999824531 | 3.50938932138836e-10 | 1.75469466069418e-10 |
218 | 0.999999999663161 | 6.73677274607598e-10 | 3.36838637303799e-10 |
219 | 0.999999999346839 | 1.30632188776717e-09 | 6.53160943883586e-10 |
220 | 0.999999999126604 | 1.746791230075e-09 | 8.733956150375e-10 |
221 | 0.999999998572528 | 2.85494445638858e-09 | 1.42747222819429e-09 |
222 | 0.999999998774848 | 2.45030474670985e-09 | 1.22515237335492e-09 |
223 | 0.999999999846085 | 3.07830217170529e-10 | 1.53915108585264e-10 |
224 | 0.999999999672367 | 6.55266941045751e-10 | 3.27633470522876e-10 |
225 | 0.999999999310346 | 1.37930711827148e-09 | 6.89653559135738e-10 |
226 | 0.999999998815259 | 2.36948131144938e-09 | 1.18474065572469e-09 |
227 | 0.999999998877688 | 2.24462409783756e-09 | 1.12231204891878e-09 |
228 | 0.999999998492034 | 3.01593132274411e-09 | 1.50796566137205e-09 |
229 | 0.99999999841433 | 3.17133978513381e-09 | 1.5856698925669e-09 |
230 | 0.999999999943699 | 1.12602778837431e-10 | 5.63013894187157e-11 |
231 | 0.999999999968409 | 6.31817152977927e-11 | 3.15908576488964e-11 |
232 | 0.999999999935383 | 1.29233442584271e-10 | 6.46167212921354e-11 |
233 | 0.999999999965038 | 6.99238375152437e-11 | 3.49619187576219e-11 |
234 | 0.999999999928278 | 1.43444578285172e-10 | 7.17222891425861e-11 |
235 | 0.999999999859265 | 2.81470884181467e-10 | 1.40735442090734e-10 |
236 | 0.999999999698806 | 6.02387105895608e-10 | 3.01193552947804e-10 |
237 | 0.999999999998714 | 2.57182229420979e-12 | 1.2859111471049e-12 |
238 | 0.999999999997071 | 5.85748104848872e-12 | 2.92874052424436e-12 |
239 | 0.999999999993054 | 1.3891820450961e-11 | 6.94591022548051e-12 |
240 | 0.999999999993101 | 1.37982429199564e-11 | 6.89912145997818e-12 |
241 | 0.999999999987987 | 2.40250092500024e-11 | 1.20125046250012e-11 |
242 | 0.999999999968535 | 6.29296817233456e-11 | 3.14648408616728e-11 |
243 | 0.999999999946395 | 1.07209227491447e-10 | 5.36046137457236e-11 |
244 | 0.999999999892968 | 2.14064965159205e-10 | 1.07032482579603e-10 |
245 | 0.999999999726515 | 5.46970790765381e-10 | 2.7348539538269e-10 |
246 | 0.999999999297462 | 1.40507664051384e-09 | 7.02538320256918e-10 |
247 | 0.999999999325644 | 1.34871244819995e-09 | 6.74356224099976e-10 |
248 | 0.999999999160845 | 1.67830957856925e-09 | 8.39154789284627e-10 |
249 | 0.999999998073336 | 3.85332833506987e-09 | 1.92666416753494e-09 |
250 | 0.99999999507489 | 9.85021947474678e-09 | 4.92510973737339e-09 |
251 | 0.999999994800518 | 1.0398963197168e-08 | 5.19948159858398e-09 |
252 | 0.999999988646474 | 2.27070511254932e-08 | 1.13535255627466e-08 |
253 | 0.999999971604233 | 5.67915330323539e-08 | 2.8395766516177e-08 |
254 | 0.999999930989846 | 1.38020307949067e-07 | 6.90101539745335e-08 |
255 | 0.999999858592201 | 2.82815597514233e-07 | 1.41407798757116e-07 |
256 | 0.99999965374537 | 6.92509259682419e-07 | 3.46254629841209e-07 |
257 | 0.999999448567741 | 1.10286451829258e-06 | 5.51432259146289e-07 |
258 | 0.999999352411394 | 1.2951772126912e-06 | 6.475886063456e-07 |
259 | 0.999998656277536 | 2.68744492802967e-06 | 1.34372246401484e-06 |
260 | 0.999996781804446 | 6.43639110713333e-06 | 3.21819555356667e-06 |
261 | 0.999993630717428 | 1.2738565144316e-05 | 6.36928257215802e-06 |
262 | 0.999986891526206 | 2.62169475882197e-05 | 1.31084737941099e-05 |
263 | 0.999970174159139 | 5.96516817219866e-05 | 2.98258408609933e-05 |
264 | 0.9999329430649 | 0.000134113870199782 | 6.70569350998909e-05 |
265 | 0.999928206122055 | 0.000143587755890471 | 7.17938779452357e-05 |
266 | 0.999896453231551 | 0.000207093536898974 | 0.000103546768449487 |
267 | 0.999870762587317 | 0.000258474825366364 | 0.000129237412683182 |
268 | 0.999746261485752 | 0.000507477028495542 | 0.000253738514247771 |
269 | 0.999996552058112 | 6.89588377654041e-06 | 3.44794188827021e-06 |
270 | 0.999991310337536 | 1.73793249274686e-05 | 8.68966246373428e-06 |
271 | 0.999973721626138 | 5.25567477234199e-05 | 2.62783738617099e-05 |
272 | 0.999921162540945 | 0.000157674918110397 | 7.88374590551985e-05 |
273 | 0.999892036567298 | 0.000215926865403612 | 0.000107963432701806 |
274 | 0.999765420430477 | 0.000469159139046144 | 0.000234579569523072 |
275 | 0.999438914206501 | 0.00112217158699884 | 0.000561085793499422 |
276 | 0.998637565361935 | 0.00272486927613067 | 0.00136243463806534 |
277 | 0.996198485891242 | 0.00760302821751523 | 0.00380151410875762 |
278 | 0.991316123820934 | 0.0173677523581313 | 0.00868387617906566 |
279 | 0.982353265336977 | 0.0352934693260453 | 0.0176467346630226 |
280 | 0.967119564224521 | 0.0657608715509579 | 0.032880435775479 |
281 | 0.919436072582272 | 0.161127854835456 | 0.0805639274177281 |
282 | 0.970708515288545 | 0.0585829694229108 | 0.0292914847114554 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 246 | 0.891304347826087 | NOK |
5% type I error level | 257 | 0.931159420289855 | NOK |
10% type I error level | 259 | 0.938405797101449 | NOK |