Multiple Linear Regression - Estimated Regression Equation |
AantalurenRFC[t] = -7081.37227599415 + 902.658854908956`#logins`[t] + 2572.50240248841`totaal#peer_reviews`[t] + 0.618965929905458`totaal#karakterscompendium`[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) | -7081.37227599415 | 6171.385201 | -1.1475 | 0.252157 | 0.126078 |
`#logins` | 902.658854908956 | 89.755432 | 10.0569 | 0 | 0 |
`totaal#peer_reviews` | 2572.50240248841 | 356.825759 | 7.2094 | 0 | 0 |
`totaal#karakterscompendium` | 0.618965929905458 | 0.092641 | 6.6813 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.862266052270733 |
R-squared | 0.743502744898554 |
Adjusted R-squared | 0.740802773792223 |
F-TEST (value) | 275.374333879039 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 41920.1572240093 |
Sum Squared Residuals | 500830380780.413 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 210907 | 190143.185112994 | 20763.814887006 |
2 | 120982 | 167977.236201547 | -46995.2362015471 |
3 | 176508 | 190867.602175181 | -14359.6021751806 |
4 | 179321 | 213065.357230478 | -33744.3572304782 |
5 | 123185 | 109364.186812212 | 13820.8131877876 |
6 | 52746 | 124771.803623672 | -72025.803623672 |
7 | 385534 | 214045.399895832 | 171488.600104168 |
8 | 33170 | 69588.2863205123 | -36418.2863205123 |
9 | 101645 | 88692.7380492221 | 12952.2619507779 |
10 | 149061 | 171428.427745535 | -22367.4277455353 |
11 | 165446 | 122693.031368313 | 42752.9686316872 |
12 | 237213 | 207471.369458799 | 29741.6305412007 |
13 | 173326 | 229923.188805635 | -56597.1888056354 |
14 | 133131 | 155511.834805677 | -22380.8348056769 |
15 | 258873 | 199770.350383394 | 59102.6496166056 |
16 | 180083 | 173293.603987661 | 6789.39601233859 |
17 | 324799 | 313288.868738947 | 11510.1312610533 |
18 | 230964 | 200767.115712501 | 30196.8842874991 |
19 | 236785 | 242895.887468048 | -6110.88746804814 |
20 | 135473 | 150772.056117936 | -15299.0561179359 |
21 | 202925 | 211641.384490953 | -8716.38449095264 |
22 | 215147 | 199192.741087304 | 15954.2589126964 |
23 | 344297 | 179668.634938654 | 164628.365061346 |
24 | 153935 | 127594.003601304 | 26340.9963986958 |
25 | 132943 | 189701.753783194 | -56758.7537831944 |
26 | 174724 | 206206.297407862 | -31482.2974078618 |
27 | 174415 | 214153.375289509 | -39738.3752895086 |
28 | 225548 | 226576.023988273 | -1028.02398827307 |
29 | 223632 | 188675.654085828 | 34956.3459141716 |
30 | 124817 | 112356.508110779 | 12460.4918892206 |
31 | 221698 | 166631.589336554 | 55066.4106634458 |
32 | 210767 | 209830.622619071 | 936.377380928963 |
33 | 170266 | 202736.389207388 | -32470.3892073877 |
34 | 260561 | 227055.849605843 | 33505.1503941568 |
35 | 84853 | 136168.525559078 | -51315.5255590776 |
36 | 294424 | 210137.266923938 | 84286.7330760624 |
37 | 101011 | 74116.4507107532 | 26894.5492892468 |
38 | 215641 | 151307.35737526 | 64333.6426247396 |
39 | 325107 | 223923.326987036 | 101183.673012964 |
40 | 7176 | 9144.61677571355 | -1968.61677571355 |
41 | 167542 | 158852.648856159 | 8689.3511438409 |
42 | 106408 | 75251.5070735038 | 31156.4929264962 |
43 | 96560 | 119486.982063495 | -22926.9820634954 |
44 | 265769 | 258476.583445944 | 7292.41655405595 |
45 | 269651 | 173965.06855951 | 95685.9314404897 |
46 | 149112 | 171000.825787815 | -21888.8257878147 |
47 | 175824 | 165706.858717811 | 10117.1412821886 |
48 | 152871 | 166753.334650408 | -13882.3346504077 |
49 | 111665 | 126469.789029177 | -14804.7890291768 |
50 | 116408 | 192607.803173834 | -76199.8031738339 |
51 | 362301 | 250134.934011696 | 112166.065988304 |
52 | 78800 | 118161.044691518 | -39361.0446915178 |
53 | 183167 | 204118.50728596 | -20951.5072859599 |
54 | 277965 | 259666.784141412 | 18298.2158585876 |
55 | 150629 | 161843.062373699 | -11214.0623736988 |
56 | 168809 | 169250.657512641 | -441.657512640882 |
57 | 24188 | 28555.2971347119 | -4367.29713471189 |
58 | 329267 | 398687.598820189 | -69420.5988201891 |
59 | 65029 | 74716.8314866021 | -9687.83148660209 |
60 | 101097 | 106325.66701695 | -5228.66701694971 |
61 | 218946 | 154462.19201291 | 64483.8079870897 |
62 | 244052 | 256347.046532673 | -12295.0465326728 |
63 | 341570 | 271071.871022546 | 70498.1289774543 |
64 | 103597 | 87617.5774314265 | 15979.4225685735 |
65 | 233328 | 258829.277456939 | -25501.2774569392 |
66 | 256462 | 242847.512572945 | 13614.4874270547 |
67 | 206161 | 174288.215929816 | 31872.7840701844 |
68 | 311473 | 273517.103199123 | 37955.8968008774 |
69 | 235800 | 229281.499323066 | 6518.50067693384 |
70 | 177939 | 188527.344120227 | -10588.3441202265 |
71 | 207176 | 192281.668974266 | 14894.3310257342 |
72 | 196553 | 177935.446608774 | 18617.5533912258 |
73 | 174184 | 139228.504006364 | 34955.4959936363 |
74 | 143246 | 221375.769355761 | -78129.7693557605 |
75 | 187559 | 240251.240130852 | -52692.2401308525 |
76 | 187681 | 178443.332353099 | 9237.66764690054 |
77 | 119016 | 147714.779346588 | -28698.779346588 |
78 | 182192 | 186118.023532405 | -3926.02353240504 |
79 | 73566 | 94971.0377409276 | -21405.0377409276 |
80 | 194979 | 197593.86026613 | -2614.86026613049 |
81 | 167488 | 157398.693537078 | 10089.3064629222 |
82 | 143756 | 164672.848695312 | -20916.8486953116 |
83 | 275541 | 192324.868815273 | 83216.1311847273 |
84 | 243199 | 191781.638191301 | 51417.3618086991 |
85 | 182999 | 299654.471524841 | -116655.471524841 |
86 | 135649 | 150074.217247286 | -14425.217247286 |
87 | 152299 | 163638.065434596 | -11339.0654345961 |
88 | 120221 | 110045.048713718 | 10175.9512862821 |
89 | 346485 | 237595.823544149 | 108889.176455851 |
90 | 145790 | 140620.227807871 | 5169.77219212923 |
91 | 193339 | 205759.687426426 | -12420.6874264258 |
92 | 80953 | 71112.2071997439 | 9840.79280025613 |
93 | 122774 | 105173.123210099 | 17600.8767899006 |
94 | 130585 | 168070.571661486 | -37485.5716614859 |
95 | 112611 | 97907.7929490964 | 14703.2070509036 |
96 | 286468 | 253019.74572221 | 33448.2542777901 |
97 | 241066 | 224335.243145469 | 16730.7568545307 |
98 | 148446 | 248756.52475758 | -100310.52475758 |
99 | 204713 | 167364.24406097 | 37348.7559390301 |
100 | 182079 | 198345.550415463 | -16266.5504154631 |
101 | 140344 | 137081.930161452 | 3262.06983854841 |
102 | 220516 | 165742.471462645 | 54773.5285373552 |
103 | 243060 | 193597.142775953 | 49462.857224047 |
104 | 162765 | 168291.046956885 | -5526.04695688525 |
105 | 182613 | 185940.449254097 | -3327.44925409727 |
106 | 232138 | 228685.036876929 | 3452.96312307053 |
107 | 265318 | 304055.939965761 | -38737.939965761 |
108 | 85574 | 92651.4064982529 | -7077.40649825286 |
109 | 310839 | 238533.468982881 | 72305.5310171193 |
110 | 225060 | 250316.432984431 | -25256.4329844306 |
111 | 232317 | 206920.083578272 | 25396.9164217281 |
112 | 144966 | 228438.991741278 | -83472.9917412784 |
113 | 43287 | 81513.1567733749 | -38226.1567733749 |
114 | 155754 | 124593.068905737 | 31160.9310942629 |
115 | 164709 | 225383.276019955 | -60674.2760199548 |
116 | 201940 | 160119.081020528 | 41820.9189794715 |
117 | 235454 | 196390.984404299 | 39063.0155957014 |
118 | 220801 | 134416.31376151 | 86384.6862384904 |
119 | 99466 | 216410.300018932 | -116944.300018932 |
120 | 92661 | 113520.766358184 | -20859.7663581843 |
121 | 133328 | 119336.190020269 | 13991.809979731 |
122 | 61361 | 101521.92145402 | -40160.9214540195 |
123 | 125930 | 124397.032256329 | 1532.9677436714 |
124 | 100750 | 222277.011000095 | -121527.011000095 |
125 | 224549 | 192484.811980847 | 32064.1880191532 |
126 | 82316 | 60671.2386956591 | 21644.7613043409 |
127 | 102010 | 101642.075871099 | 367.924128901379 |
128 | 101523 | 125216.936301235 | -23693.9363012347 |
129 | 243511 | 227777.276731814 | 15733.7232681856 |
130 | 22938 | 5240.67088171337 | 17697.3291182866 |
131 | 41566 | 56018.392424149 | -14452.392424149 |
132 | 152474 | 174495.269298828 | -22021.2692988283 |
133 | 61857 | 59357.0462523834 | 2499.9537476166 |
134 | 99923 | 136820.31658777 | -36897.3165877703 |
135 | 132487 | 147751.304419555 | -15264.3044195547 |
136 | 317394 | 206876.396273764 | 110517.603726236 |
137 | 21054 | 7890.38527261827 | 13163.6147273817 |
138 | 209641 | 152652.142173967 | 56988.8578260331 |
139 | 22648 | 70956.0075657034 | -48308.0075657035 |
140 | 31414 | 39386.4882537287 | -7972.48825372873 |
141 | 46698 | 73348.7289141256 | -26650.7289141256 |
142 | 131698 | 141086.781192624 | -9388.78119262377 |
143 | 91735 | 81068.6635876348 | 10666.3364123652 |
144 | 244749 | 211003.203988218 | 33745.7960117817 |
145 | 184510 | 208556.775801947 | -24046.7758019472 |
146 | 79863 | 100868.87880287 | -21005.8788028695 |
147 | 128423 | 205819.551571255 | -77396.5515712551 |
148 | 97839 | 147628.407536357 | -49789.4075363569 |
149 | 38214 | 49619.2361138782 | -11405.2361138782 |
150 | 151101 | 163344.83122969 | -12243.8312296902 |
151 | 272458 | 220277.34531417 | 52180.6546858297 |
152 | 172494 | 204130.791051988 | -31636.7910519878 |
153 | 108043 | 106285.640139222 | 1757.35986077784 |
154 | 328107 | 222394.048798844 | 105712.951201156 |
155 | 250579 | 229649.331164135 | 20929.668835865 |
156 | 351067 | 326699.418681973 | 24367.5813180273 |
157 | 158015 | 142926.062521373 | 15088.9374786269 |
158 | 98866 | 57165.2401183031 | 41700.7598816969 |
159 | 85439 | 129971.691731475 | -44532.6917314751 |
160 | 229242 | 352395.113420517 | -123153.113420517 |
161 | 351619 | 292573.372871239 | 59045.627128761 |
162 | 84207 | 165096.104200925 | -80889.1042009254 |
163 | 120445 | 172165.244161625 | -51720.2441616247 |
164 | 324598 | 271435.027720836 | 53162.9722791644 |
165 | 131069 | 162456.635024778 | -31387.6350247781 |
166 | 204271 | 166772.253976855 | 37498.7460231451 |
167 | 165543 | 165870.598031526 | -327.5980315257 |
168 | 141722 | 193862.112941362 | -52140.1129413616 |
169 | 116048 | 122822.208001668 | -6774.20800166805 |
170 | 250047 | 163901.995007197 | 86145.0049928032 |
171 | 299775 | 219666.710113502 | 80108.2898864977 |
172 | 195838 | 196509.125656328 | -671.125656328224 |
173 | 173260 | 126857.739333346 | 46402.2606666538 |
174 | 254488 | 232398.238856646 | 22089.7611433535 |
175 | 104389 | 215743.462061384 | -111354.462061384 |
176 | 136084 | 70240.8978731178 | 65843.1021268822 |
177 | 199476 | 222232.811356461 | -22756.811356461 |
178 | 92499 | 81354.0062599308 | 11144.9937400692 |
179 | 224330 | 248703.658348146 | -24373.658348146 |
180 | 135781 | 72312.2444014896 | 63468.7555985104 |
181 | 74408 | 93060.6677758569 | -18652.6677758569 |
182 | 81240 | 124419.932131564 | -43179.9321315636 |
183 | 14688 | 5673.24806891596 | 9014.75193108404 |
184 | 181633 | 173182.07727957 | 8450.9227204296 |
185 | 271856 | 215112.015157201 | 56743.9848427993 |
186 | 7199 | -1550.4980126848 | 8749.4980126848 |
187 | 46660 | 27658.9073155128 | 19001.0926844872 |
188 | 17547 | 2434.48464184785 | 15112.5153581521 |
189 | 133368 | 86848.6139745961 | 46519.3860254039 |
190 | 95227 | 127454.883814862 | -32227.8838148617 |
191 | 152601 | 143309.471670755 | 9291.52832924511 |
192 | 98146 | 89540.1649861237 | 8605.83501387631 |
193 | 79619 | 72880.2176173008 | 6738.78238269922 |
194 | 59194 | 105936.511623827 | -46742.5116238272 |
195 | 139942 | 127943.481222468 | 11998.5187775317 |
196 | 118612 | 83929.4590512349 | 34682.5409487651 |
197 | 72880 | 86497.2806984233 | -13617.2806984233 |
198 | 65475 | 85322.6192356322 | -19847.6192356322 |
199 | 99643 | 120320.724821345 | -20677.7248213446 |
200 | 71965 | 91627.363392488 | -19662.363392488 |
201 | 77272 | 104361.434437358 | -27089.4344373583 |
202 | 49289 | 78414.808030949 | -29125.808030949 |
203 | 135131 | 112144.439814076 | 22986.5601859241 |
204 | 108446 | 119468.822415469 | -11022.8224154689 |
205 | 89746 | 87044.9861699788 | 2701.01383002117 |
206 | 44296 | 78558.7083441926 | -34262.7083441926 |
207 | 77648 | 89675.2273329295 | -12027.2273329295 |
208 | 181528 | 107990.63697072 | 73537.3630292802 |
209 | 134019 | 105006.555689141 | 29012.4443108586 |
210 | 124064 | 99749.170057061 | 24314.829942939 |
211 | 92630 | 61063.9174006111 | 31566.0825993889 |
212 | 121848 | 90791.5075672857 | 31056.4924327143 |
213 | 52915 | 66719.7910508331 | -13804.7910508331 |
214 | 81872 | 91975.5106361745 | -10103.5106361745 |
215 | 58981 | 111038.981465841 | -52057.9814658406 |
216 | 53515 | 82793.8338535989 | -29278.8338535989 |
217 | 60812 | 80050.6854740351 | -19238.6854740351 |
218 | 56375 | 79056.8296127613 | -22681.8296127613 |
219 | 65490 | 65482.732462344 | 7.26753765601664 |
220 | 80949 | 60857.4053544863 | 20091.5946455137 |
221 | 76302 | 91524.1889207032 | -15222.1889207032 |
222 | 104011 | 138364.600633025 | -34353.6006330253 |
223 | 98104 | 101220.467627215 | -3116.46762721522 |
224 | 67989 | 79067.7501584048 | -11078.7501584048 |
225 | 30989 | 51859.5770078615 | -20870.5770078615 |
226 | 135458 | 108957.766320471 | 26500.2336795289 |
227 | 73504 | 64263.4775808169 | 9240.52241918309 |
228 | 63123 | 99646.6413110105 | -36523.6413110105 |
229 | 61254 | 78694.4052116972 | -17440.4052116972 |
230 | 74914 | 119950.851681838 | -45036.8516818385 |
231 | 31774 | 59976.6980768132 | -28202.6980768132 |
232 | 81437 | 80924.125156152 | 512.874843847979 |
233 | 87186 | 112297.321913201 | -25111.3219132006 |
234 | 50090 | 67796.7130138482 | -17706.7130138482 |
235 | 65745 | 118354.795960957 | -52609.7959609566 |
236 | 56653 | 96999.1981188898 | -40346.1981188899 |
237 | 158399 | 94808.6764501735 | 63590.3235498265 |
238 | 46455 | 61724.6572414757 | -15269.6572414757 |
239 | 73624 | 70384.1977513503 | 3239.80224864968 |
240 | 38395 | 72199.7525978495 | -33804.7525978495 |
241 | 91899 | 85922.9733824794 | 5976.02661752066 |
242 | 139526 | 213113.342078822 | -73587.3420788223 |
243 | 52164 | 91374.7024901241 | -39210.7024901241 |
244 | 51567 | 73472.5989909556 | -21905.5989909556 |
245 | 70551 | 78146.0782886499 | -7595.07828864988 |
246 | 84856 | 88434.2769129275 | -3578.27691292747 |
247 | 102538 | 111326.783956499 | -8788.78395649936 |
248 | 86678 | 85659.0886100138 | 1018.9113899862 |
249 | 85709 | 80608.7527494058 | 5100.2472505942 |
250 | 34662 | 53374.9595167704 | -18712.9595167704 |
251 | 150580 | 147235.831219271 | 3344.16878072947 |
252 | 99611 | 106447.744639022 | -6836.74463902241 |
253 | 19349 | 7831.24982747451 | 11517.7501725255 |
254 | 99373 | 113666.097441797 | -14293.0974417971 |
255 | 86230 | 87900.7313883014 | -1670.73138830141 |
256 | 30837 | 21798.2513642598 | 9038.74863574018 |
257 | 31706 | 45938.4013745997 | -14232.4013745997 |
258 | 89806 | 89305.9099591018 | 500.090040898219 |
259 | 62088 | 77344.1862131815 | -15256.1862131815 |
260 | 40151 | 50373.4219006302 | -10222.4219006302 |
261 | 27634 | 55745.9853267175 | -28111.9853267175 |
262 | 76990 | 75920.8486157451 | 1069.15138425486 |
263 | 37460 | 31293.0162855904 | 6166.98371440956 |
264 | 54157 | 60184.9224490913 | -6027.92244909135 |
265 | 49862 | 84825.8798491692 | -34963.8798491692 |
266 | 84337 | 67597.1672337957 | 16739.8327662043 |
267 | 64175 | 90623.8484194732 | -26448.8484194732 |
268 | 59382 | 84274.8426615127 | -24892.8426615127 |
269 | 119308 | 75819.2588268298 | 43488.7411731702 |
270 | 76702 | 121688.33930893 | -44986.3393089301 |
271 | 103425 | 118156.36344563 | -14731.3634456299 |
272 | 70344 | 77243.7053392586 | -6899.70533925856 |
273 | 43410 | 14362.9926208315 | 29047.0073791685 |
274 | 104838 | 96405.0379810752 | 8432.96201892475 |
275 | 62215 | 55113.7488973638 | 7101.25110263615 |
276 | 69304 | 82999.5036071371 | -13695.5036071371 |
277 | 53117 | 63880.5286445433 | -10763.5286445433 |
278 | 19764 | 12455.8308167063 | 7308.16918329368 |
279 | 86680 | 70655.2726071327 | 16024.7273928673 |
280 | 84105 | 67117.707388742 | 16987.2926112581 |
281 | 77945 | 75491.8574500355 | 2453.14254996445 |
282 | 89113 | 115020.069934101 | -25907.069934101 |
283 | 91005 | 67245.3552135958 | 23759.6447864042 |
284 | 40248 | 21020.8295349081 | 19227.1704650919 |
285 | 64187 | 70925.0945976769 | -6738.09459767685 |
286 | 50857 | 86191.5890412894 | -35334.5890412894 |
287 | 56613 | 45902.6625890488 | 10710.3374109512 |
288 | 62792 | 82215.3674623456 | -19423.3674623456 |
289 | 72535 | 58810.4844028985 | 13724.5155971015 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.989947292729841 | 0.0201054145403176 | 0.0100527072701588 |
8 | 0.977104268598365 | 0.0457914628032691 | 0.0228957314016346 |
9 | 0.962544575012528 | 0.0749108499749446 | 0.0374554249874723 |
10 | 0.95439295111673 | 0.0912140977665409 | 0.0456070488832705 |
11 | 0.976661516997833 | 0.0466769660043334 | 0.0233384830021667 |
12 | 0.96505380053135 | 0.0698923989372996 | 0.0349461994686498 |
13 | 0.961847673193901 | 0.0763046536121986 | 0.0381523268060993 |
14 | 0.940617246348546 | 0.118765507302907 | 0.0593827536514535 |
15 | 0.977768483222728 | 0.0444630335545435 | 0.0222315167772717 |
16 | 0.966555598955096 | 0.0668888020898085 | 0.0334444010449042 |
17 | 0.962712994932818 | 0.0745740101343642 | 0.0372870050671821 |
18 | 0.94589728152763 | 0.108205436944741 | 0.0541027184723705 |
19 | 0.950024556503419 | 0.0999508869931613 | 0.0499754434965807 |
20 | 0.937905877368557 | 0.124188245262886 | 0.0620941226314429 |
21 | 0.91598297798685 | 0.168034044026299 | 0.0840170220131495 |
22 | 0.892833849589029 | 0.214332300821941 | 0.107166150410971 |
23 | 0.997465809912565 | 0.00506838017486979 | 0.0025341900874349 |
24 | 0.996584980088898 | 0.00683003982220498 | 0.00341501991110249 |
25 | 0.996078052244037 | 0.00784389551192511 | 0.00392194775596256 |
26 | 0.995926673545187 | 0.00814665290962619 | 0.00407332645481309 |
27 | 0.997017374142624 | 0.005965251714751 | 0.0029826258573755 |
28 | 0.996020766882707 | 0.00795846623458627 | 0.00397923311729313 |
29 | 0.995139659470466 | 0.00972068105906718 | 0.00486034052953359 |
30 | 0.993268674788706 | 0.0134626504225883 | 0.00673132521129416 |
31 | 0.994670752726759 | 0.0106584945464828 | 0.00532924727324138 |
32 | 0.992325615557604 | 0.0153487688847918 | 0.0076743844423959 |
33 | 0.989809887974008 | 0.0203802240519842 | 0.0101901120259921 |
34 | 0.988812334310738 | 0.0223753313785238 | 0.0111876656892619 |
35 | 0.988445536657269 | 0.0231089266854623 | 0.0115544633427312 |
36 | 0.99290964908875 | 0.0141807018225004 | 0.00709035091125018 |
37 | 0.990575111342525 | 0.0188497773149497 | 0.00942488865747485 |
38 | 0.993862688502166 | 0.0122746229956685 | 0.00613731149783424 |
39 | 0.997537600399676 | 0.00492479920064881 | 0.00246239960032441 |
40 | 0.996647005784343 | 0.00670598843131331 | 0.00335299421565665 |
41 | 0.995278408916187 | 0.00944318216762535 | 0.00472159108381268 |
42 | 0.994003040199793 | 0.0119939196004145 | 0.00599695980020725 |
43 | 0.99370386728215 | 0.0125922654357007 | 0.00629613271785037 |
44 | 0.992488564257217 | 0.0150228714855663 | 0.00751143574278317 |
45 | 0.996927801689423 | 0.00614439662115362 | 0.00307219831057681 |
46 | 0.996018323330295 | 0.00796335333941053 | 0.00398167666970526 |
47 | 0.994744976613915 | 0.0105100467721697 | 0.00525502338608486 |
48 | 0.993437949766864 | 0.0131241004662714 | 0.00656205023313571 |
49 | 0.991322506853901 | 0.0173549862921979 | 0.00867749314609893 |
50 | 0.994769820259642 | 0.0104603594807161 | 0.00523017974035806 |
51 | 0.998040987949935 | 0.0039180241001301 | 0.00195901205006505 |
52 | 0.997723298682882 | 0.00455340263423561 | 0.0022767013171178 |
53 | 0.99704254750477 | 0.00591490499045918 | 0.00295745249522959 |
54 | 0.996128517940483 | 0.00774296411903411 | 0.00387148205951706 |
55 | 0.994784926126965 | 0.0104301477460708 | 0.00521507387303542 |
56 | 0.993135985445663 | 0.0137280291086748 | 0.00686401455433739 |
57 | 0.991023570389957 | 0.0179528592200863 | 0.00897642961004314 |
58 | 0.998043157388631 | 0.0039136852227386 | 0.0019568426113693 |
59 | 0.997372153631162 | 0.00525569273767665 | 0.00262784636883833 |
60 | 0.996504018469529 | 0.00699196306094153 | 0.00349598153047076 |
61 | 0.997165471255787 | 0.00566905748842519 | 0.0028345287442126 |
62 | 0.996572692485286 | 0.00685461502942701 | 0.0034273075147135 |
63 | 0.99693680208163 | 0.00612639583674068 | 0.00306319791837034 |
64 | 0.995988593071651 | 0.0080228138566976 | 0.0040114069283488 |
65 | 0.996224909182549 | 0.00755018163490126 | 0.00377509081745063 |
66 | 0.995070644112013 | 0.00985871177597477 | 0.00492935588798739 |
67 | 0.994145920372065 | 0.0117081592558693 | 0.00585407962793463 |
68 | 0.993267901100522 | 0.0134641977989557 | 0.00673209889947784 |
69 | 0.992358296794986 | 0.0152834064100271 | 0.00764170320501354 |
70 | 0.990127483294988 | 0.0197450334100232 | 0.00987251670501161 |
71 | 0.987536193467296 | 0.0249276130654085 | 0.0124638065327043 |
72 | 0.984494052525836 | 0.0310118949483289 | 0.0155059474741644 |
73 | 0.982673411881205 | 0.0346531762375906 | 0.0173265881187953 |
74 | 0.992241302319267 | 0.0155173953614662 | 0.00775869768073312 |
75 | 0.993034929365779 | 0.0139301412684426 | 0.00696507063422132 |
76 | 0.991094716358158 | 0.0178105672836839 | 0.00890528364184193 |
77 | 0.990442921801431 | 0.019114156397138 | 0.00955707819856902 |
78 | 0.98777950228904 | 0.024440995421919 | 0.0122204977109595 |
79 | 0.985307250304317 | 0.0293854993913669 | 0.0146927496956835 |
80 | 0.981484360004586 | 0.0370312799908269 | 0.0185156399954135 |
81 | 0.977034685627144 | 0.0459306287457111 | 0.0229653143728555 |
82 | 0.9729375535957 | 0.0541248928086 | 0.0270624464043 |
83 | 0.984146278331088 | 0.0317074433378237 | 0.0158537216689118 |
84 | 0.98471846249183 | 0.0305630750163407 | 0.0152815375081704 |
85 | 0.997914318902204 | 0.00417136219559205 | 0.00208568109779603 |
86 | 0.997345960386857 | 0.00530807922628544 | 0.00265403961314272 |
87 | 0.996588441526148 | 0.00682311694770446 | 0.00341155847385223 |
88 | 0.995580434510997 | 0.00883913097800596 | 0.00441956548900298 |
89 | 0.999023454848179 | 0.00195309030364188 | 0.000976545151820939 |
90 | 0.998693707947865 | 0.00261258410426972 | 0.00130629205213486 |
91 | 0.998308852444095 | 0.00338229511180912 | 0.00169114755590456 |
92 | 0.997774355080529 | 0.00445128983894177 | 0.00222564491947089 |
93 | 0.997169763588244 | 0.00566047282351202 | 0.00283023641175601 |
94 | 0.997024032353876 | 0.00595193529224819 | 0.0029759676461241 |
95 | 0.996198306071691 | 0.00760338785661795 | 0.00380169392830897 |
96 | 0.995821723592262 | 0.00835655281547515 | 0.00417827640773757 |
97 | 0.994870179897639 | 0.0102596402047212 | 0.00512982010236062 |
98 | 0.998403676339268 | 0.00319264732146391 | 0.00159632366073196 |
99 | 0.998285329332532 | 0.0034293413349362 | 0.0017146706674681 |
100 | 0.997819655575911 | 0.0043606888481784 | 0.0021803444240892 |
101 | 0.997156235813311 | 0.00568752837337878 | 0.00284376418668939 |
102 | 0.997605117053239 | 0.00478976589352167 | 0.00239488294676084 |
103 | 0.997841578666073 | 0.00431684266785357 | 0.00215842133392679 |
104 | 0.997183583593765 | 0.00563283281247068 | 0.00281641640623534 |
105 | 0.996340555862051 | 0.00731888827589811 | 0.00365944413794905 |
106 | 0.995296893818789 | 0.00940621236242122 | 0.00470310618121061 |
107 | 0.994834648278405 | 0.0103307034431897 | 0.00516535172159486 |
108 | 0.993538795974209 | 0.0129224080515817 | 0.00646120402579083 |
109 | 0.996102196436896 | 0.00779560712620806 | 0.00389780356310403 |
110 | 0.995319453650975 | 0.00936109269804971 | 0.00468054634902485 |
111 | 0.994646543123136 | 0.0107069137537286 | 0.00535345687686428 |
112 | 0.997488853304805 | 0.00502229339038924 | 0.00251114669519462 |
113 | 0.997474269751604 | 0.00505146049679218 | 0.00252573024839609 |
114 | 0.99710619599634 | 0.00578760800731994 | 0.00289380400365997 |
115 | 0.997777558727714 | 0.00444488254457288 | 0.00222244127228644 |
116 | 0.997793494597207 | 0.00441301080558616 | 0.00220650540279308 |
117 | 0.997766181057886 | 0.00446763788422892 | 0.00223381894211446 |
118 | 0.999044507370619 | 0.0019109852587611 | 0.000955492629380549 |
119 | 0.999874323046563 | 0.000251353906874265 | 0.000125676953437132 |
120 | 0.999844625952828 | 0.000310748094343165 | 0.000155374047171582 |
121 | 0.999793259666531 | 0.00041348066693826 | 0.00020674033346913 |
122 | 0.999800246941875 | 0.000399506116249144 | 0.000199753058124572 |
123 | 0.999728756230181 | 0.000542487539638813 | 0.000271243769819406 |
124 | 0.99998045015422 | 3.90996915590277e-05 | 1.95498457795138e-05 |
125 | 0.999976741871401 | 4.65162571975055e-05 | 2.32581285987528e-05 |
126 | 0.999969058112957 | 6.1883774086717e-05 | 3.09418870433585e-05 |
127 | 0.99995611977427 | 8.77604514594027e-05 | 4.38802257297013e-05 |
128 | 0.999945521070144 | 0.000108957859711956 | 5.44789298559778e-05 |
129 | 0.999928750834759 | 0.000142498330482882 | 7.12491652414412e-05 |
130 | 0.999903212752305 | 0.000193574495390713 | 9.67872476953564e-05 |
131 | 0.999873594440024 | 0.000252811119951787 | 0.000126405559975894 |
132 | 0.999838049588322 | 0.000323900823355662 | 0.000161950411677831 |
133 | 0.999777204255296 | 0.000445591489407823 | 0.000222795744703912 |
134 | 0.999758021980985 | 0.000483956038030679 | 0.00024197801901534 |
135 | 0.999679337857198 | 0.000641324285603388 | 0.000320662142801694 |
136 | 0.999963615787399 | 7.27684252017134e-05 | 3.63842126008567e-05 |
137 | 0.999949168359745 | 0.000101663280509301 | 5.08316402546506e-05 |
138 | 0.999962711112391 | 7.45777752187321e-05 | 3.7288887609366e-05 |
139 | 0.99996961914206 | 6.07617158810693e-05 | 3.03808579405346e-05 |
140 | 0.999957732949649 | 8.45341007012498e-05 | 4.22670503506249e-05 |
141 | 0.999948553775256 | 0.000102892449488844 | 5.14462247444222e-05 |
142 | 0.999928596250793 | 0.000142807498413499 | 7.14037492067494e-05 |
143 | 0.999902879172585 | 0.000194241654829454 | 9.71208274147272e-05 |
144 | 0.999901796860909 | 0.000196406278181939 | 9.82031390909694e-05 |
145 | 0.999874343915657 | 0.000251312168685356 | 0.000125656084342678 |
146 | 0.999838448047084 | 0.000323103905832426 | 0.000161551952916213 |
147 | 0.999925651317304 | 0.000148697365391624 | 7.4348682695812e-05 |
148 | 0.999941132200137 | 0.000117735599726641 | 5.88677998633205e-05 |
149 | 0.999919514476272 | 0.000160971047455587 | 8.04855237277934e-05 |
150 | 0.999890403067424 | 0.000219193865152324 | 0.000109596932576162 |
151 | 0.999921534096464 | 0.000156931807072105 | 7.84659035360523e-05 |
152 | 0.999905215816348 | 0.000189568367303775 | 9.47841836518875e-05 |
153 | 0.999868101360242 | 0.000263797279516362 | 0.000131898639758181 |
154 | 0.999988085655305 | 2.38286893909505e-05 | 1.19143446954753e-05 |
155 | 0.999985966830809 | 2.80663383821595e-05 | 1.40331691910797e-05 |
156 | 0.999983714113859 | 3.2571772282027e-05 | 1.62858861410135e-05 |
157 | 0.999978795697148 | 4.24086057047328e-05 | 2.12043028523664e-05 |
158 | 0.999979259401542 | 4.14811969167326e-05 | 2.07405984583663e-05 |
159 | 0.999979186021713 | 4.1627956574076e-05 | 2.0813978287038e-05 |
160 | 0.999999376613809 | 1.24677238236025e-06 | 6.23386191180127e-07 |
161 | 0.999999710584715 | 5.78830570095567e-07 | 2.89415285047783e-07 |
162 | 0.999999908545412 | 1.82909175803774e-07 | 9.14545879018868e-08 |
163 | 0.999999952921561 | 9.41568782550454e-08 | 4.70784391275227e-08 |
164 | 0.999999977364909 | 4.52701821847071e-08 | 2.26350910923536e-08 |
165 | 0.999999969522558 | 6.09548841214551e-08 | 3.04774420607276e-08 |
166 | 0.999999982880102 | 3.42397952375502e-08 | 1.71198976187751e-08 |
167 | 0.999999973693339 | 5.26133209598593e-08 | 2.63066604799297e-08 |
168 | 0.999999981740485 | 3.6519029319289e-08 | 1.82595146596445e-08 |
169 | 0.999999970129066 | 5.97418683678888e-08 | 2.98709341839444e-08 |
170 | 0.999999996768431 | 6.4631371853674e-09 | 3.2315685926837e-09 |
171 | 0.999999999869458 | 2.61083046806707e-10 | 1.30541523403353e-10 |
172 | 0.999999999815734 | 3.68531121551785e-10 | 1.84265560775892e-10 |
173 | 0.999999999905854 | 1.88291080447667e-10 | 9.41455402238336e-11 |
174 | 0.999999999959444 | 8.11121875765001e-11 | 4.055609378825e-11 |
175 | 0.999999999996756 | 6.48812704930327e-12 | 3.24406352465164e-12 |
176 | 0.999999999999485 | 1.02921371598217e-12 | 5.14606857991084e-13 |
177 | 0.999999999999047 | 1.90686396538587e-12 | 9.53431982692934e-13 |
178 | 0.999999999998383 | 3.23443779295683e-12 | 1.61721889647842e-12 |
179 | 0.999999999997187 | 5.6257916591253e-12 | 2.81289582956265e-12 |
180 | 0.999999999999554 | 8.92063339317734e-13 | 4.46031669658867e-13 |
181 | 0.999999999999326 | 1.34726890133107e-12 | 6.73634450665535e-13 |
182 | 0.999999999999443 | 1.11421961975959e-12 | 5.57109809879796e-13 |
183 | 0.99999999999889 | 2.2193170267877e-12 | 1.10965851339385e-12 |
184 | 0.999999999998642 | 2.71654327775108e-12 | 1.35827163887554e-12 |
185 | 0.999999999999985 | 2.9746456526282e-14 | 1.4873228263141e-14 |
186 | 0.999999999999972 | 5.56301743987329e-14 | 2.78150871993665e-14 |
187 | 0.999999999999943 | 1.13997689742897e-13 | 5.69988448714486e-14 |
188 | 0.999999999999884 | 2.31333761904133e-13 | 1.15666880952067e-13 |
189 | 0.999999999999967 | 6.64907972402136e-14 | 3.32453986201068e-14 |
190 | 0.999999999999937 | 1.25441949113299e-13 | 6.27209745566495e-14 |
191 | 0.999999999999944 | 1.11083535167427e-13 | 5.55417675837137e-14 |
192 | 0.999999999999905 | 1.89711752808709e-13 | 9.48558764043544e-14 |
193 | 0.999999999999803 | 3.9392981771818e-13 | 1.9696490885909e-13 |
194 | 0.999999999999772 | 4.56660480147042e-13 | 2.28330240073521e-13 |
195 | 0.999999999999804 | 3.92828045115934e-13 | 1.96414022557967e-13 |
196 | 0.999999999999847 | 3.06461146144097e-13 | 1.53230573072048e-13 |
197 | 0.999999999999684 | 6.32682391034784e-13 | 3.16341195517392e-13 |
198 | 0.999999999999394 | 1.21226938476701e-12 | 6.06134692383505e-13 |
199 | 0.999999999998798 | 2.40331099974029e-12 | 1.20165549987014e-12 |
200 | 0.999999999997752 | 4.49648839366086e-12 | 2.24824419683043e-12 |
201 | 0.999999999996461 | 7.07817199078083e-12 | 3.53908599539042e-12 |
202 | 0.999999999993941 | 1.21188620570616e-11 | 6.05943102853078e-12 |
203 | 0.999999999993937 | 1.21258054673209e-11 | 6.06290273366045e-12 |
204 | 0.99999999998785 | 2.43003189055978e-11 | 1.21501594527989e-11 |
205 | 0.999999999977784 | 4.44316489071912e-11 | 2.22158244535956e-11 |
206 | 0.999999999970934 | 5.81316864240422e-11 | 2.90658432120211e-11 |
207 | 0.999999999942739 | 1.14521187743219e-10 | 5.72605938716097e-11 |
208 | 0.999999999999597 | 8.05494381634322e-13 | 4.02747190817161e-13 |
209 | 0.999999999999824 | 3.52450970253932e-13 | 1.76225485126966e-13 |
210 | 0.999999999999919 | 1.61143577683811e-13 | 8.05717888419055e-14 |
211 | 0.999999999999913 | 1.73737189067701e-13 | 8.68685945338504e-14 |
212 | 0.99999999999997 | 6.07806261612905e-14 | 3.03903130806452e-14 |
213 | 0.999999999999932 | 1.36801196808554e-13 | 6.84005984042769e-14 |
214 | 0.999999999999843 | 3.13373243268063e-13 | 1.56686621634031e-13 |
215 | 0.999999999999858 | 2.8415640454642e-13 | 1.4207820227321e-13 |
216 | 0.999999999999757 | 4.86995675402441e-13 | 2.43497837701221e-13 |
217 | 0.999999999999527 | 9.4663564727445e-13 | 4.73317823637225e-13 |
218 | 0.99999999999915 | 1.70060243176526e-12 | 8.5030121588263e-13 |
219 | 0.999999999998084 | 3.83298622583205e-12 | 1.91649311291602e-12 |
220 | 0.999999999997481 | 5.0372793139042e-12 | 2.5186396569521e-12 |
221 | 0.999999999994351 | 1.12985348529216e-11 | 5.64926742646079e-12 |
222 | 0.999999999988401 | 2.31984975588257e-11 | 1.15992487794129e-11 |
223 | 0.999999999977036 | 4.59285313616725e-11 | 2.29642656808362e-11 |
224 | 0.9999999999493 | 1.01400119301452e-10 | 5.07000596507258e-11 |
225 | 0.999999999919247 | 1.61505139754134e-10 | 8.0752569877067e-11 |
226 | 0.999999999965386 | 6.92272986414393e-11 | 3.46136493207197e-11 |
227 | 0.999999999929482 | 1.4103580825321e-10 | 7.05179041266052e-11 |
228 | 0.999999999901993 | 1.96013375889969e-10 | 9.80066879449847e-11 |
229 | 0.999999999798426 | 4.03148348772534e-10 | 2.01574174386267e-10 |
230 | 0.999999999780736 | 4.38527601599047e-10 | 2.19263800799524e-10 |
231 | 0.999999999742541 | 5.14918124684998e-10 | 2.57459062342499e-10 |
232 | 0.999999999459392 | 1.08121614286284e-09 | 5.40608071431418e-10 |
233 | 0.999999998889865 | 2.22027006459945e-09 | 1.11013503229973e-09 |
234 | 0.999999998051562 | 3.8968767986806e-09 | 1.9484383993403e-09 |
235 | 0.999999998599033 | 2.80193494326526e-09 | 1.40096747163263e-09 |
236 | 0.999999998633015 | 2.73396941614739e-09 | 1.36698470807369e-09 |
237 | 0.999999999994337 | 1.13256039551786e-11 | 5.66280197758928e-12 |
238 | 0.999999999989193 | 2.16136879633159e-11 | 1.08068439816579e-11 |
239 | 0.999999999973285 | 5.34302348342054e-11 | 2.67151174171027e-11 |
240 | 0.99999999998044 | 3.91203086789075e-11 | 1.95601543394537e-11 |
241 | 0.999999999962255 | 7.54899502337763e-11 | 3.77449751168882e-11 |
242 | 0.999999999966569 | 6.68622744379576e-11 | 3.34311372189788e-11 |
243 | 0.99999999998576 | 2.84807826630392e-11 | 1.42403913315196e-11 |
244 | 0.99999999997567 | 4.86598411447276e-11 | 2.43299205723638e-11 |
245 | 0.999999999933523 | 1.32953636869484e-10 | 6.6476818434742e-11 |
246 | 0.999999999835873 | 3.2825443943358e-10 | 1.6412721971679e-10 |
247 | 0.999999999572762 | 8.54476715244689e-10 | 4.27238357622345e-10 |
248 | 0.999999998951406 | 2.09718800809313e-09 | 1.04859400404656e-09 |
249 | 0.999999997723167 | 4.5536650661646e-09 | 2.2768325330823e-09 |
250 | 0.999999995952221 | 8.09555892955446e-09 | 4.04777946477723e-09 |
251 | 0.999999996383933 | 7.23213481021852e-09 | 3.61606740510926e-09 |
252 | 0.999999992056421 | 1.58871579980893e-08 | 7.94357899904463e-09 |
253 | 0.999999980836973 | 3.8326054579204e-08 | 1.9163027289602e-08 |
254 | 0.999999951498883 | 9.70022338615227e-08 | 4.85011169307613e-08 |
255 | 0.999999884381366 | 2.31237267375176e-07 | 1.15618633687588e-07 |
256 | 0.999999730049346 | 5.39901307129198e-07 | 2.69950653564599e-07 |
257 | 0.999999583832727 | 8.32334545215638e-07 | 4.16167272607819e-07 |
258 | 0.999999139881694 | 1.72023661132093e-06 | 8.60118305660467e-07 |
259 | 0.999998141496897 | 3.71700620624908e-06 | 1.85850310312454e-06 |
260 | 0.999996767936333 | 6.46412733348103e-06 | 3.23206366674052e-06 |
261 | 0.999998368919344 | 3.26216131281198e-06 | 1.63108065640599e-06 |
262 | 0.999995976129749 | 8.04774050286471e-06 | 4.02387025143236e-06 |
263 | 0.999991792071163 | 1.64158576741829e-05 | 8.20792883709143e-06 |
264 | 0.999982913239795 | 3.41735204108427e-05 | 1.70867602054213e-05 |
265 | 0.999981598971347 | 3.68020573051537e-05 | 1.84010286525768e-05 |
266 | 0.99996689548353 | 6.62090329397368e-05 | 3.31045164698684e-05 |
267 | 0.99995209673719 | 9.5806525620264e-05 | 4.7903262810132e-05 |
268 | 0.999938963759899 | 0.000122072480202814 | 6.10362401014071e-05 |
269 | 0.999994486329052 | 1.10273418955448e-05 | 5.51367094777242e-06 |
270 | 0.999994599670896 | 1.08006582073597e-05 | 5.40032910367983e-06 |
271 | 0.999988960171247 | 2.20796575067618e-05 | 1.10398287533809e-05 |
272 | 0.99996578998265 | 6.84200347008635e-05 | 3.42100173504317e-05 |
273 | 0.999897521608641 | 0.000204956782717898 | 0.000102478391358949 |
274 | 0.999717849203815 | 0.000564301592369577 | 0.000282150796184789 |
275 | 0.999180105181675 | 0.00163978963664911 | 0.000819894818324554 |
276 | 0.99821263787904 | 0.00357472424191942 | 0.00178736212095971 |
277 | 0.995656411833376 | 0.00868717633324813 | 0.00434358816662407 |
278 | 0.993128606597491 | 0.0137427868050186 | 0.00687139340250929 |
279 | 0.986732226164211 | 0.0265355476715782 | 0.0132677738357891 |
280 | 0.978079253936733 | 0.043841492126533 | 0.0219207460632665 |
281 | 0.95344190004838 | 0.0931161999032407 | 0.0465580999516204 |
282 | 0.880468169358636 | 0.239063661282728 | 0.119531830641364 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 214 | 0.77536231884058 | NOK |
5% type I error level | 261 | 0.945652173913043 | NOK |
10% type I error level | 270 | 0.978260869565217 | NOK |