Multiple Linear Regression - Estimated Regression Equation |
time_in_rfc[t] = -76.2881199518274 + 788.302624205547logins[t] + 414.546111797971compendiums_reviewed[t] + 329.858621503493feedback_messages_p1[t] + 1077.78301504691`blogged_computations\r`[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) | -76.2881199518274 | 5569.112296 | -0.0137 | 0.98908 | 0.49454 |
logins | 788.302624205547 | 80.921969 | 9.7415 | 0 | 0 |
compendiums_reviewed | 414.546111797971 | 1169.522705 | 0.3545 | 0.723259 | 0.36163 |
feedback_messages_p1 | 329.858621503493 | 311.474027 | 1.059 | 0.290489 | 0.145244 |
`blogged_computations\r` | 1077.78301504691 | 96.714172 | 11.144 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.892694868039812 |
R-squared | 0.796904127424618 |
Adjusted R-squared | 0.794043622177077 |
F-TEST (value) | 278.588591337065 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 284 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 37367.6124943528 |
Sum Squared Residuals | 396560123641.985 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 179583.641851105 | 31323.3581488949 |
2 | 120982 | 154141.954582503 | -33159.9545825033 |
3 | 176508 | 171071.145477795 | 5436.85452220499 |
4 | 179321 | 237183.194507752 | -57862.194507752 |
5 | 123185 | 115817.585307361 | 7367.41469263868 |
6 | 52746 | 63725.1971637869 | -10979.1971637869 |
7 | 385534 | 244889.378586919 | 140644.621413081 |
8 | 33170 | 44753.2997838924 | -11583.2997838924 |
9 | 101645 | 90216.2240818671 | 11428.7759181329 |
10 | 149061 | 124717.758049206 | 24343.2419507942 |
11 | 165446 | 141345.231111842 | 24100.7688881581 |
12 | 237213 | 212141.166745785 | 25071.8332542153 |
13 | 173326 | 234980.242192861 | -61654.2421928608 |
14 | 133131 | 135795.195756202 | -2664.19575620209 |
15 | 258873 | 221743.495758164 | 37129.5042418364 |
16 | 180083 | 176828.203622154 | 3254.79637784551 |
17 | 324799 | 370800.11013175 | -46001.1101317505 |
18 | 230964 | 202337.601946071 | 28626.3980539291 |
19 | 236785 | 227835.545879262 | 8949.45412073767 |
20 | 135473 | 159184.445969983 | -23711.4459699826 |
21 | 202925 | 232729.227100693 | -29804.2271006932 |
22 | 215147 | 213955.922531406 | 1191.07746859408 |
23 | 344297 | 193330.164375533 | 150966.835624467 |
24 | 153935 | 119547.919339937 | 34387.0806600633 |
25 | 132943 | 188537.050411829 | -55594.0504118291 |
26 | 174724 | 261661.19413281 | -86937.1941328096 |
27 | 174415 | 209206.381202176 | -34791.3812021763 |
28 | 225548 | 227288.276813018 | -1740.27681301811 |
29 | 223632 | 225549.369404248 | -1917.3694042479 |
30 | 124817 | 123811.840393256 | 1005.15960674424 |
31 | 221698 | 203806.754547996 | 17891.2454520039 |
32 | 210767 | 207573.500562691 | 3193.49943730929 |
33 | 170266 | 164430.091649909 | 5835.9083500913 |
34 | 260561 | 254165.827766201 | 6395.17223379942 |
35 | 84853 | 115027.255386036 | -30174.2553860364 |
36 | 294424 | 231517.863174171 | 62906.1368258291 |
37 | 101011 | 81601.2393259992 | 19409.7606740008 |
38 | 215641 | 165886.595441291 | 49754.4045587086 |
39 | 325107 | 228283.877489539 | 96823.1225104605 |
40 | 7176 | 13324.8564915425 | -6148.85649154247 |
41 | 167542 | 162772.905218102 | 4769.09478189782 |
42 | 106408 | 80116.7722570948 | 26291.2277429052 |
43 | 96560 | 129961.247413394 | -33401.2474133939 |
44 | 265769 | 272651.009102529 | -6882.00910252922 |
45 | 269651 | 217355.112123633 | 52295.8878763673 |
46 | 149112 | 161155.525143562 | -12043.5251435617 |
47 | 175824 | 180385.336483954 | -4561.33648395422 |
48 | 152871 | 152838.039387919 | 32.9606120806193 |
49 | 111665 | 114672.126456573 | -3007.12645657259 |
50 | 116408 | 120283.751497008 | -3875.75149700834 |
51 | 362301 | 230970.128793141 | 131330.871206859 |
52 | 78800 | 92414.688267653 | -13614.688267653 |
53 | 183167 | 215346.172411024 | -32179.1724110241 |
54 | 277965 | 259343.925128877 | 18621.0748711226 |
55 | 150629 | 180143.357136838 | -29514.3571368384 |
56 | 168809 | 184393.802688934 | -15584.8026889345 |
57 | 24188 | 33081.7268865903 | -8893.72688659035 |
58 | 329267 | 352905.889594614 | -23638.8895946143 |
59 | 65029 | 65520.657460625 | -491.657460625011 |
60 | 101097 | 105664.864163964 | -4567.8641639636 |
61 | 218946 | 161802.196980559 | 57143.8030194411 |
62 | 244052 | 235380.934934453 | 8671.06506554653 |
63 | 341570 | 268764.314229026 | 72805.6857709739 |
64 | 103597 | 89345.1212061303 | 14251.8787938697 |
65 | 233328 | 250037.859290713 | -16709.8592907127 |
66 | 256462 | 271663.957116273 | -15201.9571162726 |
67 | 206161 | 183629.087958377 | 22531.9120416231 |
68 | 311473 | 290081.942704906 | 21391.0572950937 |
69 | 235800 | 224434.059912941 | 11365.9400870585 |
70 | 177939 | 185276.318549202 | -7337.31854920237 |
71 | 207176 | 169298.830439528 | 37877.1695604721 |
72 | 196553 | 137682.209305716 | 58870.7906942836 |
73 | 174184 | 161993.925748611 | 12190.074251389 |
74 | 143246 | 199158.244457774 | -55912.2444577742 |
75 | 187559 | 235596.629465136 | -48037.6294651359 |
76 | 187681 | 218567.901927356 | -30886.9019273563 |
77 | 119016 | 205666.387513422 | -86650.3875134217 |
78 | 182192 | 191614.671302309 | -9422.67130230867 |
79 | 73566 | 87422.7414493184 | -13856.7414493184 |
80 | 194979 | 187642.084378848 | 7336.91562115182 |
81 | 167488 | 155676.945774241 | 11811.0542257592 |
82 | 143756 | 206988.755013021 | -63232.7550130206 |
83 | 275541 | 230181.673570715 | 45359.3264292846 |
84 | 243199 | 201123.336272312 | 42075.6637276876 |
85 | 182999 | 204618.832883642 | -21619.8328836421 |
86 | 135649 | 193586.134531491 | -57937.1345314913 |
87 | 152299 | 162449.07140861 | -10150.0714086096 |
88 | 120221 | 123371.406060492 | -3150.4060604917 |
89 | 346485 | 262291.313443419 | 84193.6865565813 |
90 | 145790 | 125354.470091998 | 20435.5299080021 |
91 | 193339 | 212396.432056504 | -19057.4320565043 |
92 | 80953 | 84995.0555189668 | -4042.0555189668 |
93 | 122774 | 100900.504948889 | 21873.4950511108 |
94 | 130585 | 156373.521587668 | -25788.5215876679 |
95 | 112611 | 115842.032877865 | -3231.03287786516 |
96 | 286468 | 223509.06585235 | 62958.9341476505 |
97 | 241066 | 216170.490421882 | 24895.5095781184 |
98 | 148446 | 279008.229482603 | -130562.229482603 |
99 | 204713 | 183105.216734591 | 21607.7832654092 |
100 | 182079 | 237814.36182658 | -55735.3618265802 |
101 | 140344 | 118311.095054264 | 22032.9049457358 |
102 | 220516 | 208589.154699357 | 11926.8453006429 |
103 | 243060 | 161064.194928251 | 81995.8050717494 |
104 | 162765 | 145670.663130536 | 17094.3368694643 |
105 | 182613 | 162231.233102053 | 20381.7668979471 |
106 | 232138 | 241432.437733583 | -9294.43773358255 |
107 | 265318 | 297909.514059946 | -32591.5140599465 |
108 | 85574 | 101038.413484802 | -15464.4134848022 |
109 | 310839 | 252525.586503025 | 58313.4134969746 |
110 | 225060 | 242583.729111795 | -17523.729111795 |
111 | 232317 | 224912.657361456 | 7404.34263854423 |
112 | 144966 | 208981.054753438 | -64015.0547534376 |
113 | 43287 | 56267.4660654451 | -12980.4660654451 |
114 | 155754 | 160796.433918779 | -5042.43391877898 |
115 | 164709 | 223933.793075891 | -59224.793075891 |
116 | 201940 | 199461.665664625 | 2478.3343353755 |
117 | 235454 | 274382.983363104 | -38928.9833631041 |
118 | 220801 | 145224.993223471 | 75576.0067765286 |
119 | 99466 | 109068.46263981 | -9602.46263981012 |
120 | 92661 | 113012.414426685 | -20351.4144266855 |
121 | 133328 | 137656.099767212 | -4328.09976721187 |
122 | 61361 | 107562.194930354 | -46201.1949303536 |
123 | 125930 | 128402.050415003 | -2472.05041500276 |
124 | 100750 | 197827.050384596 | -97077.0503845956 |
125 | 224549 | 148983.514084504 | 75565.4859154958 |
126 | 82316 | 71259.4846175081 | 11056.5153824919 |
127 | 102010 | 93763.7059128038 | 8246.29408719618 |
128 | 101523 | 134769.193136311 | -33246.1931363114 |
129 | 243511 | 267777.362228437 | -24266.3622284367 |
130 | 22938 | 21154.6804144645 | 1783.31958553552 |
131 | 41566 | 43120.1291075498 | -1554.12910754981 |
132 | 152474 | 219246.468070845 | -66772.4680708455 |
133 | 61857 | 59535.7699491551 | 2321.23005084485 |
134 | 99923 | 142393.794063473 | -42470.7940634732 |
135 | 132487 | 168551.146090008 | -36064.1460900079 |
136 | 317394 | 244184.955488812 | 73209.0445111879 |
137 | 21054 | 16847.6859275245 | 4206.31407247546 |
138 | 209641 | 138831.634405048 | 70809.365594952 |
139 | 22648 | 46088.4436125263 | -23440.4436125263 |
140 | 31414 | 45864.390442769 | -14450.390442769 |
141 | 46698 | 73028.0399515097 | -26330.0399515097 |
142 | 131698 | 148446.136093147 | -16748.1360931465 |
143 | 91735 | 65940.5769716822 | 25794.4230283178 |
144 | 244749 | 235017.687409938 | 9731.31259006189 |
145 | 184510 | 173919.149748068 | 10590.8502519317 |
146 | 79863 | 92886.5929983171 | -13023.5929983171 |
147 | 128423 | 148446.388677034 | -20023.3886770336 |
148 | 97839 | 95470.5937299868 | 2368.40627001317 |
149 | 38214 | 56193.0810187653 | -17979.0810187653 |
150 | 151101 | 134603.573906764 | 16497.4260932362 |
151 | 272458 | 230204.263448978 | 42253.736551022 |
152 | 172494 | 162745.622386283 | 9748.37761371658 |
153 | 108043 | 120914.721384263 | -12871.7213842631 |
154 | 328107 | 259641.302797232 | 68465.6972027681 |
155 | 250579 | 269706.591254543 | -19127.5912545427 |
156 | 351067 | 296121.491912457 | 54945.5080875431 |
157 | 158015 | 138477.791294429 | 19537.2087055707 |
158 | 98866 | 62609.9063989655 | 36256.0936010345 |
159 | 85439 | 106339.342727039 | -20900.3427270387 |
160 | 229242 | 314968.75405293 | -85726.7540529297 |
161 | 351619 | 277947.800771518 | 73671.1992284819 |
162 | 84207 | 87253.9991549961 | -3046.99915499609 |
163 | 120445 | 157838.006535465 | -37393.006535465 |
164 | 324598 | 268625.459903959 | 55972.5400960413 |
165 | 131069 | 151127.045263837 | -20058.0452638373 |
166 | 204271 | 189579.19418938 | 14691.8058106204 |
167 | 165543 | 177807.410557129 | -12264.4105571289 |
168 | 141722 | 140989.65336068 | 732.346639320185 |
169 | 116048 | 137294.54943027 | -21246.5494302699 |
170 | 250047 | 138847.120196732 | 111199.879803268 |
171 | 299775 | 225324.679595 | 74450.3204050001 |
172 | 195838 | 223488.431932169 | -27650.4319321687 |
173 | 173260 | 128540.180268454 | 44719.8197315459 |
174 | 254488 | 260332.883080382 | -5844.88308038212 |
175 | 104389 | 249352.372538892 | -144963.372538892 |
176 | 136084 | 74884.8211625328 | 61199.1788374672 |
177 | 199476 | 201060.810798465 | -1584.81079846454 |
178 | 92499 | 82975.7633699098 | 9523.23663009017 |
179 | 224330 | 270209.344516877 | -45879.3445168771 |
180 | 135781 | 94168.3296833667 | 41612.6703166333 |
181 | 74408 | 96133.5593228637 | -21725.5593228637 |
182 | 81240 | 143940.770113138 | -62700.7701131379 |
183 | 14688 | 12117.8701822913 | 2570.12981770874 |
184 | 181633 | 154481.529000964 | 27151.4709990356 |
185 | 271856 | 262424.654310871 | 9431.34568912933 |
186 | 7199 | 11409.7061064043 | -4210.70610640426 |
187 | 46660 | 35643.7704262642 | 11016.2295737358 |
188 | 17547 | 5599.20559888785 | 11947.7944011122 |
189 | 133368 | 95924.2674731745 | 37443.7325268255 |
190 | 95227 | 116483.755224195 | -21256.7552241951 |
191 | 152601 | 125327.34604502 | 27273.6539549797 |
192 | 98146 | 77100.2322367767 | 21045.7677632233 |
193 | 79619 | 96841.9634427742 | -17222.9634427742 |
194 | 59194 | 68243.3707391792 | -9049.37073917924 |
195 | 139942 | 129380.278061077 | 10561.7219389232 |
196 | 118612 | 115193.68257978 | 3418.31742022043 |
197 | 72880 | 73972.2920479148 | -1092.29204791485 |
198 | 65475 | 53569.5765065503 | 11905.4234934497 |
199 | 99643 | 107995.007249201 | -8352.00724920071 |
200 | 71965 | 87683.210554419 | -15718.210554419 |
201 | 77272 | 95821.1237246411 | -18549.1237246411 |
202 | 49289 | 66086.5688830739 | -16797.5688830739 |
203 | 135131 | 118917.148616576 | 16213.8513834241 |
204 | 108446 | 100410.765826216 | 8035.23417378402 |
205 | 89746 | 89362.3229118727 | 383.677088127266 |
206 | 44296 | 63769.2851058808 | -19473.2851058808 |
207 | 77648 | 97469.1810061471 | -19821.1810061471 |
208 | 181528 | 103735.223769129 | 77792.7762308707 |
209 | 134019 | 105755.165097541 | 28263.8349024593 |
210 | 124064 | 115948.05964715 | 8115.94035285023 |
211 | 92630 | 73768.0857940251 | 18861.9142059749 |
212 | 121848 | 98703.7214575891 | 23144.2785424109 |
213 | 52915 | 62407.825194465 | -9492.82519446496 |
214 | 81872 | 97630.0760157899 | -15758.0760157899 |
215 | 58981 | 67854.3014796191 | -8873.30147961909 |
216 | 53515 | 65532.6735849008 | -12017.6735849008 |
217 | 60812 | 85173.1335078671 | -24361.1335078671 |
218 | 56375 | 55902.7926637284 | 472.207336271566 |
219 | 65490 | 73450.4833408208 | -7960.48334082078 |
220 | 80949 | 51934.5833575391 | 29014.4166424609 |
221 | 76302 | 88976.9781370053 | -12674.9781370053 |
222 | 104011 | 108372.504739389 | -4361.50473938868 |
223 | 98104 | 130588.072334524 | -32484.0723345236 |
224 | 67989 | 72148.868473555 | -4159.86847355499 |
225 | 30989 | 45826.5338569634 | -14837.5338569634 |
226 | 135458 | 130928.661261458 | 4529.33873854224 |
227 | 73504 | 63451.6013934943 | 10052.3986065057 |
228 | 63123 | 99943.0173952845 | -36820.0173952845 |
229 | 61254 | 94313.6701820068 | -33059.6701820068 |
230 | 74914 | 100517.032639524 | -25603.032639524 |
231 | 31774 | 46872.6251565718 | -15098.6251565718 |
232 | 81437 | 93373.1942829547 | -11936.1942829547 |
233 | 87186 | 98349.8283541368 | -11163.8283541367 |
234 | 50090 | 59773.0937956847 | -9683.09379568471 |
235 | 65745 | 103830.691557688 | -38085.6915576881 |
236 | 56653 | 106245.300815681 | -49592.3008156812 |
237 | 158399 | 86668.1743307583 | 71730.8256692417 |
238 | 46455 | 68548.8022364906 | -22093.8022364906 |
239 | 73624 | 79334.7009891775 | -5710.70098917754 |
240 | 38395 | 69019.4524146582 | -30624.4524146582 |
241 | 91899 | 72594.2483437623 | 19304.7516562377 |
242 | 139526 | 185548.92511045 | -46022.92511045 |
243 | 52164 | 103148.194385229 | -50984.1943852287 |
244 | 51567 | 70481.9622915668 | -18914.9622915668 |
245 | 70551 | 73180.6598146572 | -2629.65981465716 |
246 | 84856 | 83188.0069596689 | 1667.99304033114 |
247 | 102538 | 124096.103936282 | -21558.1039362818 |
248 | 86678 | 70069.0633745086 | 16608.9366254914 |
249 | 85709 | 74582.2766391967 | 11126.7233608033 |
250 | 34662 | 48775.5380998958 | -14113.5380998958 |
251 | 150580 | 126221.435394487 | 24358.5646055129 |
252 | 99611 | 107127.424033706 | -7516.42403370581 |
253 | 19349 | 23680.4832967239 | -4331.48329672391 |
254 | 99373 | 93731.8241461755 | 5641.1758538245 |
255 | 86230 | 84411.1304733559 | 1818.86952664414 |
256 | 30837 | 30129.7896300731 | 707.210369926916 |
257 | 31706 | 52894.9413920313 | -21188.9413920313 |
258 | 89806 | 89216.5358249317 | 589.464175068275 |
259 | 62088 | 69654.9286314389 | -7566.92863143888 |
260 | 40151 | 55634.841603067 | -15483.841603067 |
261 | 27634 | 43939.7268517266 | -16305.7268517266 |
262 | 76990 | 95952.439528371 | -18962.439528371 |
263 | 37460 | 30907.5332735528 | 6552.46672644721 |
264 | 54157 | 79139.8491563508 | -24982.8491563508 |
265 | 49862 | 71029.231357811 | -21167.231357811 |
266 | 84337 | 85321.2044290385 | -984.204429038538 |
267 | 64175 | 104122.044414032 | -39947.0444140317 |
268 | 59382 | 88305.0047256991 | -28923.0047256991 |
269 | 119308 | 84815.9607881962 | 34492.0392118038 |
270 | 76702 | 107078.941981253 | -30376.9419812531 |
271 | 103425 | 104007.930316044 | -582.930316044166 |
272 | 70344 | 71295.5352237327 | -951.535223732701 |
273 | 43410 | 23850.0648215903 | 19559.9351784097 |
274 | 104838 | 115542.390101765 | -10704.3901017653 |
275 | 62215 | 64414.4810728431 | -2199.48107284311 |
276 | 69304 | 97320.7322159933 | -28016.7322159933 |
277 | 53117 | 41307.4858314543 | 11809.5141685457 |
278 | 19764 | 23629.1347166077 | -3865.13471660767 |
279 | 86680 | 87195.3586705089 | -515.358670508889 |
280 | 84105 | 62830.0285397526 | 21274.9714602474 |
281 | 77945 | 78813.3201438994 | -868.320143899419 |
282 | 89113 | 71132.9577997775 | 17980.0422002225 |
283 | 91005 | 71464.6888867832 | 19540.3111132168 |
284 | 40248 | 27435.0231359529 | 12812.976864047 |
285 | 64187 | 58739.8265845476 | 5447.17341545238 |
286 | 50857 | 64355.6965767757 | -13498.6965767757 |
287 | 56613 | 50556.5396533865 | 6056.4603466135 |
288 | 62792 | 83701.9371157348 | -20909.9371157348 |
289 | 72535 | 57025.9494397143 | 15509.0505602857 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.991844950304106 | 0.0163100993917882 | 0.0081550496958941 |
9 | 0.985253054079 | 0.029493891842001 | 0.0147469459210005 |
10 | 0.971999795697292 | 0.0560004086054163 | 0.0280002043027082 |
11 | 0.961373614378976 | 0.0772527712420483 | 0.0386263856210242 |
12 | 0.952365799058695 | 0.0952684018826103 | 0.0476342009413051 |
13 | 0.952030669696729 | 0.0959386606065426 | 0.0479693303032713 |
14 | 0.925741471461366 | 0.148517057077269 | 0.0742585285386344 |
15 | 0.896966360619749 | 0.206067278760502 | 0.103033639380251 |
16 | 0.858215785599414 | 0.283568428801171 | 0.141784214400586 |
17 | 0.843539164914871 | 0.312921670170258 | 0.156460835085129 |
18 | 0.803298955107441 | 0.393402089785119 | 0.196701044892559 |
19 | 0.778235201374422 | 0.443529597251155 | 0.221764798625578 |
20 | 0.846360171904078 | 0.307279656191844 | 0.153639828095922 |
21 | 0.841858687632072 | 0.316282624735855 | 0.158141312367928 |
22 | 0.796042668291002 | 0.407914663417996 | 0.203957331708998 |
23 | 0.991760729855945 | 0.0164785402881098 | 0.00823927014405489 |
24 | 0.988235392575656 | 0.0235292148486883 | 0.0117646074243442 |
25 | 0.984948646517297 | 0.0301027069654056 | 0.0150513534827028 |
26 | 0.997703837100755 | 0.00459232579848954 | 0.00229616289924477 |
27 | 0.997212519998871 | 0.00557496000225825 | 0.00278748000112913 |
28 | 0.995731696285218 | 0.00853660742956503 | 0.00426830371478252 |
29 | 0.993660424791088 | 0.012679150417825 | 0.00633957520891249 |
30 | 0.990745789563996 | 0.0185084208720077 | 0.00925421043600384 |
31 | 0.987333944720331 | 0.025332110559338 | 0.012666055279669 |
32 | 0.982706609609411 | 0.0345867807811773 | 0.0172933903905886 |
33 | 0.979392762452871 | 0.0412144750942584 | 0.0206072375471292 |
34 | 0.974673431909721 | 0.0506531361805587 | 0.0253265680902794 |
35 | 0.969843485317075 | 0.0603130293658506 | 0.0301565146829253 |
36 | 0.979185930776087 | 0.0416281384478254 | 0.0208140692239127 |
37 | 0.972311009642231 | 0.0553779807155372 | 0.0276889903577686 |
38 | 0.975693581618276 | 0.0486128367634473 | 0.0243064183817236 |
39 | 0.995112236691384 | 0.00977552661723232 | 0.00488776330861616 |
40 | 0.994767717175855 | 0.0104645656482902 | 0.00523228282414508 |
41 | 0.992709496351715 | 0.0145810072965709 | 0.00729050364828547 |
42 | 0.990397177830988 | 0.019205644338023 | 0.00960282216901152 |
43 | 0.993812799326512 | 0.0123744013469768 | 0.00618720067348842 |
44 | 0.99150162599548 | 0.0169967480090393 | 0.00849837400451966 |
45 | 0.991719975513379 | 0.0165600489732415 | 0.00828002448662073 |
46 | 0.989136810851427 | 0.0217263782971455 | 0.0108631891485727 |
47 | 0.98546696086732 | 0.0290660782653593 | 0.0145330391326797 |
48 | 0.981689563241513 | 0.0366208735169739 | 0.018310436758487 |
49 | 0.976105055586858 | 0.047789888826284 | 0.023894944413142 |
50 | 0.976589501708325 | 0.0468209965833507 | 0.0234104982916753 |
51 | 0.998740796944121 | 0.00251840611175849 | 0.00125920305587924 |
52 | 0.998292015476902 | 0.003415969046196 | 0.001707984523098 |
53 | 0.9980714930034 | 0.00385701399320017 | 0.00192850699660009 |
54 | 0.997423241103037 | 0.00515351779392588 | 0.00257675889696294 |
55 | 0.997131139779787 | 0.0057377204404255 | 0.00286886022021275 |
56 | 0.996366266603538 | 0.00726746679292478 | 0.00363373339646239 |
57 | 0.995523033391507 | 0.00895393321698608 | 0.00447696660849304 |
58 | 0.994767693115082 | 0.0104646137698363 | 0.00523230688491817 |
59 | 0.993010821893144 | 0.013978356213711 | 0.00698917810685552 |
60 | 0.990996850189432 | 0.0180062996211355 | 0.00900314981056777 |
61 | 0.992594756793848 | 0.0148104864123048 | 0.00740524320615241 |
62 | 0.990392254179422 | 0.0192154916411556 | 0.00960774582057781 |
63 | 0.993279877006829 | 0.0134402459863414 | 0.00672012299317069 |
64 | 0.991303856595735 | 0.0173922868085307 | 0.00869614340426533 |
65 | 0.990181416503149 | 0.0196371669937031 | 0.00981858349685153 |
66 | 0.989025953308183 | 0.0219480933836331 | 0.0109740466918165 |
67 | 0.986594588162678 | 0.0268108236746435 | 0.0134054118373217 |
68 | 0.983654552397753 | 0.0326908952044933 | 0.0163454476022467 |
69 | 0.980304566896835 | 0.0393908662063303 | 0.0196954331031652 |
70 | 0.975229786234161 | 0.0495404275316789 | 0.0247702137658394 |
71 | 0.975401457352339 | 0.0491970852953223 | 0.0245985426476611 |
72 | 0.982065427577583 | 0.0358691448448336 | 0.0179345724224168 |
73 | 0.977641934916234 | 0.0447161301675316 | 0.0223580650837658 |
74 | 0.983827647553962 | 0.0323447048920756 | 0.0161723524460378 |
75 | 0.985382926573865 | 0.0292341468522708 | 0.0146170734261354 |
76 | 0.986146982159542 | 0.0277060356809165 | 0.0138530178404582 |
77 | 0.996322142773163 | 0.00735571445367303 | 0.00367785722683652 |
78 | 0.995218972186885 | 0.00956205562622906 | 0.00478102781311453 |
79 | 0.99401975462531 | 0.01196049074938 | 0.00598024537468998 |
80 | 0.99234797605568 | 0.01530404788864 | 0.00765202394432002 |
81 | 0.990322894082975 | 0.0193542118340497 | 0.00967710591702483 |
82 | 0.993787730610522 | 0.012424538778956 | 0.00621226938947801 |
83 | 0.99421324636776 | 0.0115735072644791 | 0.00578675363223953 |
84 | 0.994293184309967 | 0.0114136313800656 | 0.00570681569003278 |
85 | 0.993205684027857 | 0.0135886319442854 | 0.00679431597214268 |
86 | 0.995254580453195 | 0.00949083909361083 | 0.00474541954680541 |
87 | 0.993948389651477 | 0.0121032206970469 | 0.00605161034852343 |
88 | 0.992254766775083 | 0.0154904664498334 | 0.00774523322491671 |
89 | 0.997081953581111 | 0.00583609283777815 | 0.00291804641888907 |
90 | 0.996430693163062 | 0.00713861367387603 | 0.00356930683693801 |
91 | 0.995721885231012 | 0.0085562295379759 | 0.00427811476898795 |
92 | 0.994566371051891 | 0.0108672578962172 | 0.00543362894810861 |
93 | 0.99347663456652 | 0.0130467308669608 | 0.00652336543348041 |
94 | 0.992575948618377 | 0.0148481027632468 | 0.00742405138162339 |
95 | 0.990601022631315 | 0.0187979547373702 | 0.00939897736868512 |
96 | 0.993655110652035 | 0.0126897786959301 | 0.00634488934796505 |
97 | 0.992911700995322 | 0.0141765980093566 | 0.00708829900467829 |
98 | 0.999616231182311 | 0.000767537635377059 | 0.00038376881768853 |
99 | 0.999527763819713 | 0.000944472360574183 | 0.000472236180287091 |
100 | 0.999652823004649 | 0.000694353990702767 | 0.000347176995351384 |
101 | 0.999566316936072 | 0.000867366127856072 | 0.000433683063928036 |
102 | 0.999427374870275 | 0.00114525025945037 | 0.000572625129725187 |
103 | 0.999812323768822 | 0.000375352462356528 | 0.000187676231178264 |
104 | 0.999754303028951 | 0.000491393942097806 | 0.000245696971048903 |
105 | 0.999694727567557 | 0.000610544864886649 | 0.000305272432443324 |
106 | 0.999587079814368 | 0.000825840371264289 | 0.000412920185632145 |
107 | 0.999529995776921 | 0.000940008446157374 | 0.000470004223078687 |
108 | 0.999408121450034 | 0.00118375709993225 | 0.000591878549966125 |
109 | 0.99962266339492 | 0.000754673210160363 | 0.000377336605080182 |
110 | 0.999512253697979 | 0.000975492604041522 | 0.000487746302020761 |
111 | 0.999351156732042 | 0.00129768653591668 | 0.00064884326795834 |
112 | 0.999643892162173 | 0.000712215675654724 | 0.000356107837827362 |
113 | 0.999543118540597 | 0.000913762918805298 | 0.000456881459402649 |
114 | 0.999391184918637 | 0.00121763016272526 | 0.000608815081362632 |
115 | 0.999598777102297 | 0.000802445795405638 | 0.000401222897702819 |
116 | 0.999455959320599 | 0.00108808135880167 | 0.000544040679400833 |
117 | 0.999457662157091 | 0.0010846756858176 | 0.000542337842908798 |
118 | 0.99977333332182 | 0.000453333356360638 | 0.000226666678180319 |
119 | 0.999700217668295 | 0.000599564663410797 | 0.000299782331705398 |
120 | 0.999633041498126 | 0.00073391700374758 | 0.00036695850187379 |
121 | 0.999507811864948 | 0.000984376270103785 | 0.000492188135051893 |
122 | 0.999600220924543 | 0.000799558150914104 | 0.000399779075457052 |
123 | 0.999463908651679 | 0.00107218269664106 | 0.000536091348320529 |
124 | 0.999917550157973 | 0.000164899684054529 | 8.24498420272645e-05 |
125 | 0.99997211479563 | 5.57704087401029e-05 | 2.78852043700515e-05 |
126 | 0.999961013728152 | 7.79725436965284e-05 | 3.89862718482642e-05 |
127 | 0.999945560735034 | 0.000108878529932852 | 5.44392649664261e-05 |
128 | 0.999943990244358 | 0.000112019511284694 | 5.60097556423471e-05 |
129 | 0.99993129364355 | 0.000137412712899563 | 6.87063564497816e-05 |
130 | 0.999904245586163 | 0.000191508827674992 | 9.57544138374961e-05 |
131 | 0.99986780833353 | 0.000264383332940143 | 0.000132191666470071 |
132 | 0.999943426634386 | 0.000113146731228388 | 5.65733656141939e-05 |
133 | 0.999920909932602 | 0.000158180134795818 | 7.90900673979092e-05 |
134 | 0.999931949786583 | 0.000136100426833496 | 6.80502134167481e-05 |
135 | 0.99993439382938 | 0.000131212341240516 | 6.56061706202581e-05 |
136 | 0.999975998394368 | 4.80032112643586e-05 | 2.40016056321793e-05 |
137 | 0.99996598236672 | 6.80352665595296e-05 | 3.40176332797648e-05 |
138 | 0.999987639980726 | 2.47200385486423e-05 | 1.23600192743211e-05 |
139 | 0.999984298332685 | 3.1403334630409e-05 | 1.57016673152045e-05 |
140 | 0.999978551010384 | 4.28979792328732e-05 | 2.14489896164366e-05 |
141 | 0.999974834014917 | 5.03319701649203e-05 | 2.51659850824602e-05 |
142 | 0.999966739935896 | 6.652012820784e-05 | 3.326006410392e-05 |
143 | 0.999959565346979 | 8.08693060426474e-05 | 4.04346530213237e-05 |
144 | 0.999944135517434 | 0.000111728965131738 | 5.58644825658691e-05 |
145 | 0.999922876718938 | 0.00015424656212492 | 7.712328106246e-05 |
146 | 0.999894562031356 | 0.000210875937289076 | 0.000105437968644538 |
147 | 0.999867904234351 | 0.000264191531298613 | 0.000132095765649307 |
148 | 0.999816649533038 | 0.000366700933923882 | 0.000183350466961941 |
149 | 0.999764279232265 | 0.000471441535469916 | 0.000235720767734958 |
150 | 0.999693507915534 | 0.000612984168931165 | 0.000306492084465582 |
151 | 0.999724618559803 | 0.000550762880393257 | 0.000275381440196628 |
152 | 0.999629819250313 | 0.000740361499374167 | 0.000370180749687084 |
153 | 0.999514055832685 | 0.000971888334629565 | 0.000485944167314783 |
154 | 0.999791475267891 | 0.000417049464217127 | 0.000208524732108564 |
155 | 0.999729188899033 | 0.000541622201934737 | 0.000270811100967368 |
156 | 0.999858282336114 | 0.000283435327772456 | 0.000141717663886228 |
157 | 0.999827306999113 | 0.000345386001773973 | 0.000172693000886987 |
158 | 0.999828509947425 | 0.000342980105149913 | 0.000171490052574957 |
159 | 0.99978189132849 | 0.000436217343020244 | 0.000218108671510122 |
160 | 0.9999726428174 | 5.47143652004297e-05 | 2.73571826002148e-05 |
161 | 0.999992679111119 | 1.4641777761346e-05 | 7.32088888067298e-06 |
162 | 0.999989174252202 | 2.16514955958412e-05 | 1.08257477979206e-05 |
163 | 0.99999216489833 | 1.56702033395463e-05 | 7.83510166977317e-06 |
164 | 0.999997335827224 | 5.32834555135677e-06 | 2.66417277567839e-06 |
165 | 0.999996250389272 | 7.49922145632422e-06 | 3.74961072816211e-06 |
166 | 0.999996469985381 | 7.06002923750952e-06 | 3.53001461875476e-06 |
167 | 0.999994797338728 | 1.0405322543227e-05 | 5.2026612716135e-06 |
168 | 0.999992418073325 | 1.51638533504496e-05 | 7.58192667522478e-06 |
169 | 0.999989917722943 | 2.01645541136083e-05 | 1.00822770568041e-05 |
170 | 0.999999820828996 | 3.5834200770035e-07 | 1.79171003850175e-07 |
171 | 0.99999999289445 | 1.42111005843777e-08 | 7.10555029218887e-09 |
172 | 0.999999989289381 | 2.1421237765651e-08 | 1.07106188828255e-08 |
173 | 0.999999995069657 | 9.86068694879578e-09 | 4.93034347439789e-09 |
174 | 0.999999995236104 | 9.52779246833074e-09 | 4.76389623416537e-09 |
175 | 0.999999999996385 | 7.22944370355082e-12 | 3.61472185177541e-12 |
176 | 0.999999999999526 | 9.48479032506997e-13 | 4.74239516253498e-13 |
177 | 0.999999999999197 | 1.60507350345235e-12 | 8.02536751726175e-13 |
178 | 0.999999999998559 | 2.88206428988766e-12 | 1.44103214494383e-12 |
179 | 0.99999999999837 | 3.26089309616618e-12 | 1.63044654808309e-12 |
180 | 0.999999999999369 | 1.26191054271684e-12 | 6.3095527135842e-13 |
181 | 0.99999999999903 | 1.94045873021031e-12 | 9.70229365105155e-13 |
182 | 0.999999999999856 | 2.88012959654748e-13 | 1.44006479827374e-13 |
183 | 0.999999999999706 | 5.87657101480523e-13 | 2.93828550740261e-13 |
184 | 0.999999999999815 | 3.70325946541233e-13 | 1.85162973270617e-13 |
185 | 0.999999999999795 | 4.09718534839365e-13 | 2.04859267419683e-13 |
186 | 0.999999999999627 | 7.4548771603826e-13 | 3.7274385801913e-13 |
187 | 0.999999999999287 | 1.42593310482354e-12 | 7.12966552411771e-13 |
188 | 0.999999999998573 | 2.85398305893593e-12 | 1.42699152946797e-12 |
189 | 0.999999999999253 | 1.49454216244596e-12 | 7.4727108122298e-13 |
190 | 0.999999999998565 | 2.86927794729407e-12 | 1.43463897364704e-12 |
191 | 0.999999999999372 | 1.25693327013197e-12 | 6.28466635065984e-13 |
192 | 0.999999999999135 | 1.72911662404366e-12 | 8.64558312021832e-13 |
193 | 0.999999999998419 | 3.16098426303075e-12 | 1.58049213151538e-12 |
194 | 0.999999999996891 | 6.21706172155129e-12 | 3.10853086077565e-12 |
195 | 0.999999999995868 | 8.2632638978323e-12 | 4.13163194891615e-12 |
196 | 0.99999999999261 | 1.4779418432607e-11 | 7.38970921630351e-12 |
197 | 0.999999999985225 | 2.95502703731997e-11 | 1.47751351865998e-11 |
198 | 0.999999999973324 | 5.33522100494497e-11 | 2.66761050247249e-11 |
199 | 0.999999999947911 | 1.0417859711051e-10 | 5.20892985552551e-11 |
200 | 0.999999999907531 | 1.84937902942834e-10 | 9.24689514714172e-11 |
201 | 0.999999999846744 | 3.06512477765419e-10 | 1.53256238882709e-10 |
202 | 0.999999999712078 | 5.75844249723542e-10 | 2.87922124861771e-10 |
203 | 0.999999999632868 | 7.34264447193301e-10 | 3.6713222359665e-10 |
204 | 0.999999999372051 | 1.25589814372735e-09 | 6.27949071863676e-10 |
205 | 0.999999998841838 | 2.31632491617132e-09 | 1.15816245808566e-09 |
206 | 0.999999998227984 | 3.54403225459575e-09 | 1.77201612729788e-09 |
207 | 0.999999997071596 | 5.85680859064742e-09 | 2.92840429532371e-09 |
208 | 0.999999999987549 | 2.49019962748212e-11 | 1.24509981374106e-11 |
209 | 0.999999999994635 | 1.07292890263834e-11 | 5.36464451319171e-12 |
210 | 0.999999999993293 | 1.34147834053233e-11 | 6.70739170266163e-12 |
211 | 0.999999999991593 | 1.68144930288788e-11 | 8.4072465144394e-12 |
212 | 0.999999999995511 | 8.9772635507966e-12 | 4.4886317753983e-12 |
213 | 0.999999999990598 | 1.88047409497734e-11 | 9.40237047488669e-12 |
214 | 0.999999999980768 | 3.84646510653357e-11 | 1.92323255326679e-11 |
215 | 0.999999999963677 | 7.26464774640001e-11 | 3.63232387320001e-11 |
216 | 0.999999999938766 | 1.22468332920878e-10 | 6.12341664604392e-11 |
217 | 0.999999999908591 | 1.82817536101683e-10 | 9.14087680508413e-11 |
218 | 0.999999999808233 | 3.83534095363601e-10 | 1.91767047681801e-10 |
219 | 0.999999999605001 | 7.89997998403947e-10 | 3.94998999201974e-10 |
220 | 0.999999999603949 | 7.92101829778378e-10 | 3.96050914889189e-10 |
221 | 0.99999999919239 | 1.61522084249352e-09 | 8.07610421246758e-10 |
222 | 0.999999998395972 | 3.20805550295346e-09 | 1.60402775147673e-09 |
223 | 0.999999997170814 | 5.65837259262761e-09 | 2.82918629631381e-09 |
224 | 0.999999994301016 | 1.13979678031559e-08 | 5.69898390157795e-09 |
225 | 0.999999992140098 | 1.57198038286966e-08 | 7.8599019143483e-09 |
226 | 0.999999990881746 | 1.82365080370606e-08 | 9.11825401853032e-09 |
227 | 0.999999985428519 | 2.91429615854166e-08 | 1.45714807927083e-08 |
228 | 0.999999984217013 | 3.1565973225311e-08 | 1.57829866126555e-08 |
229 | 0.999999972554515 | 5.48909709288442e-08 | 2.74454854644221e-08 |
230 | 0.999999956868711 | 8.62625771648291e-08 | 4.31312885824146e-08 |
231 | 0.999999952325817 | 9.5348366232912e-08 | 4.7674183116456e-08 |
232 | 0.999999906701605 | 1.8659679066849e-07 | 9.32983953342451e-08 |
233 | 0.999999818429674 | 3.63140651405141e-07 | 1.81570325702571e-07 |
234 | 0.999999671906565 | 6.56186870818221e-07 | 3.2809343540911e-07 |
235 | 0.9999996739436 | 6.5211280075562e-07 | 3.2605640037781e-07 |
236 | 0.999999789539452 | 4.20921096564341e-07 | 2.10460548282171e-07 |
237 | 0.999999998938145 | 2.12370954649426e-09 | 1.06185477324713e-09 |
238 | 0.999999998633203 | 2.73359501685696e-09 | 1.36679750842848e-09 |
239 | 0.999999996846752 | 6.30649647409223e-09 | 3.15324823704611e-09 |
240 | 0.999999998097187 | 3.80562666291279e-09 | 1.90281333145639e-09 |
241 | 0.99999999741818 | 5.16363999596115e-09 | 2.58181999798058e-09 |
242 | 0.999999997746569 | 4.50686247536187e-09 | 2.25343123768094e-09 |
243 | 0.999999999758326 | 4.83348707654454e-10 | 2.41674353827227e-10 |
244 | 0.999999999659726 | 6.80547335122415e-10 | 3.40273667561207e-10 |
245 | 0.999999999127323 | 1.74535501304419e-09 | 8.72677506522093e-10 |
246 | 0.999999997934379 | 4.13124262889762e-09 | 2.06562131444881e-09 |
247 | 0.999999995227664 | 9.54467251494698e-09 | 4.77233625747349e-09 |
248 | 0.999999990293453 | 1.94130930946973e-08 | 9.70654654734864e-09 |
249 | 0.999999979670636 | 4.06587278522451e-08 | 2.03293639261226e-08 |
250 | 0.999999962253498 | 7.5493004894246e-08 | 3.7746502447123e-08 |
251 | 0.999999979652102 | 4.06957958121965e-08 | 2.03478979060983e-08 |
252 | 0.99999995193472 | 9.61305599583983e-08 | 4.80652799791991e-08 |
253 | 0.999999895907562 | 2.08184875829191e-07 | 1.04092437914595e-07 |
254 | 0.999999765979109 | 4.68041782033565e-07 | 2.34020891016782e-07 |
255 | 0.999999514316004 | 9.71367991068415e-07 | 4.85683995534208e-07 |
256 | 0.999998926236053 | 2.14752789356642e-06 | 1.07376394678321e-06 |
257 | 0.999998485808165 | 3.02838367084983e-06 | 1.51419183542492e-06 |
258 | 0.999996876239937 | 6.24752012504053e-06 | 3.12376006252026e-06 |
259 | 0.999992822163768 | 1.43556724637016e-05 | 7.1778362318508e-06 |
260 | 0.999989460301962 | 2.10793960761232e-05 | 1.05396980380616e-05 |
261 | 0.999989485606811 | 2.10287863782646e-05 | 1.05143931891323e-05 |
262 | 0.99997718380963 | 4.563238074044e-05 | 2.281619037022e-05 |
263 | 0.999948998691731 | 0.000102002616537338 | 5.10013082686691e-05 |
264 | 0.999929903900349 | 0.000140192199301172 | 7.00960996505862e-05 |
265 | 0.999909074057493 | 0.000181851885014428 | 9.09259425072141e-05 |
266 | 0.999800304415587 | 0.000399391168826559 | 0.00019969558441328 |
267 | 0.999869678394444 | 0.000260643211111865 | 0.000130321605555933 |
268 | 0.999852430140722 | 0.000295139718555132 | 0.000147569859277566 |
269 | 0.999978591597598 | 4.28168048040414e-05 | 2.14084024020207e-05 |
270 | 0.999974334137712 | 5.13317245761953e-05 | 2.56658622880976e-05 |
271 | 0.999924181938871 | 0.000151636122257267 | 7.58180611286334e-05 |
272 | 0.999781377905117 | 0.00043724418976648 | 0.00021862209488324 |
273 | 0.999417387807147 | 0.0011652243857053 | 0.000582612192852652 |
274 | 0.998439641741172 | 0.00312071651765659 | 0.0015603582588283 |
275 | 0.996016041409062 | 0.00796791718187558 | 0.00398395859093779 |
276 | 0.995943045357275 | 0.00811390928544924 | 0.00405695464272462 |
277 | 0.990175370718788 | 0.0196492585624242 | 0.00982462928121209 |
278 | 0.985792215612066 | 0.0284155687758689 | 0.0142077843879344 |
279 | 0.964145677147959 | 0.0717086457040823 | 0.0358543228520412 |
280 | 0.951382725499444 | 0.097234549001111 | 0.0486172745005555 |
281 | 0.875010522802337 | 0.249978954395327 | 0.124989477197663 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 196 | 0.715328467153285 | NOK |
5% type I error level | 255 | 0.930656934306569 | NOK |
10% type I error level | 264 | 0.963503649635037 | NOK |