Multiple Linear Regression - Estimated Regression Equation |
Writing[t] = -6205.27612550534 -4.81381898591468Pageviews[t] + 0.257927180354649TimeRFC[t] + 1505.51932351416Reviews[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) | -6205.27612550534 | 3833.668568 | -1.6186 | 0.106634 | 0.053317 |
Pageviews | -4.81381898591468 | 4.422889 | -1.0884 | 0.277343 | 0.138672 |
TimeRFC | 0.257927180354649 | 0.045266 | 5.698 | 0 | 0 |
Reviews | 1505.51932351416 | 212.221944 | 7.0941 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.790825704342487 |
R-squared | 0.62540529464879 |
Adjusted R-squared | 0.621462192487199 |
F-TEST (value) | 158.607428623239 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 285 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 24871.3018883103 |
Sum Squared Residuals | 176295772421.548 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 112285 | 86532.9560849507 | 25752.0439150493 |
2 | 84786 | 62970.6023677976 | 21815.3976322024 |
3 | 83123 | 89165.5258696219 | -6042.52586962193 |
4 | 101193 | 74756.448650889 | 26436.551349111 |
5 | 38361 | 54351.6577974846 | -15990.6577974846 |
6 | 68504 | 44314.0551503708 | 24189.9448496292 |
7 | 119182 | 115463.369939285 | 3718.63006071474 |
8 | 22807 | 27663.589426339 | -4856.589426339 |
9 | 17140 | 30834.3724490885 | -13694.3724490885 |
10 | 116174 | 63764.8342620044 | 52409.1657379956 |
11 | 57635 | 67178.6417225729 | -9543.64172257286 |
12 | 66198 | 103696.561710347 | -37498.5617103468 |
13 | 71701 | 97546.4011873254 | -25845.4011873254 |
14 | 57793 | 66689.0335600535 | -8896.03356005355 |
15 | 80444 | 110258.057652815 | -29814.057652815 |
16 | 53855 | 84253.2771857838 | -30398.2771857838 |
17 | 97668 | 128875.979809589 | -31207.9798095889 |
18 | 133824 | 90319.8216733804 | 43504.1783266196 |
19 | 101481 | 91179.771846021 | 10301.228153979 |
20 | 99645 | 58376.7207500982 | 41268.2792499018 |
21 | 114789 | 91273.6852629804 | 23515.3147370196 |
22 | 99052 | 94199.8217689369 | 4852.17823106311 |
23 | 67654 | 116971.275828064 | -49317.2758280636 |
24 | 65553 | 65263.8683074258 | 289.131692574192 |
25 | 97500 | 80594.5779565912 | 16905.4220434088 |
26 | 69112 | 77941.6947846866 | -8829.69478468656 |
27 | 82753 | 75116.9227022311 | 7636.07729776891 |
28 | 85323 | 87318.6803231929 | -1995.68032319287 |
29 | 72654 | 93272.5972486048 | -20618.5972486048 |
30 | 30727 | 57743.9170318873 | -27016.9170318873 |
31 | 77873 | 91936.1615782497 | -14063.1615782497 |
32 | 117478 | 92777.6637799199 | 24700.3362200801 |
33 | 74007 | 93341.744573595 | -19334.744573595 |
34 | 90183 | 117405.098161373 | -27222.0981613732 |
35 | 61542 | 56961.4466929195 | 4580.5533070805 |
36 | 101494 | 107613.329545737 | -6119.32954573656 |
37 | 27570 | 35429.301555659 | -7859.30155565902 |
38 | 55813 | 88252.2084931304 | -32439.2084931304 |
39 | 79215 | 119032.965204059 | -39817.9652040587 |
40 | 1423 | -5249.7610106605 | 6672.7610106605 |
41 | 55461 | 71946.9859239838 | -16485.9859239838 |
42 | 31081 | 38153.5563880543 | -7072.5563880543 |
43 | 22996 | 35662.8234675354 | -12666.8234675354 |
44 | 83122 | 98355.8704452163 | -15233.8704452163 |
45 | 70106 | 95287.0649354235 | -25181.0649354235 |
46 | 60578 | 78574.4415771818 | -17996.4415771818 |
47 | 39992 | 56247.9600035123 | -16255.9600035123 |
48 | 79892 | 68721.3392633669 | 11170.6607366331 |
49 | 49810 | 59075.2109427998 | -9265.21094279977 |
50 | 71570 | 72430.5586508362 | -860.558650836153 |
51 | 100708 | 117691.724052326 | -16983.7240523256 |
52 | 33032 | 48843.8022687396 | -15811.8022687396 |
53 | 82875 | 90939.6227723573 | -8064.62277235734 |
54 | 139077 | 107967.694739337 | 31109.3052606631 |
55 | 71595 | 74082.1028772307 | -2487.1028772307 |
56 | 72260 | 72567.4226196339 | -307.422619633951 |
57 | 5950 | 3667.88958995591 | 2282.11041004409 |
58 | 115762 | 126591.352210116 | -10829.3522101156 |
59 | 32551 | 34085.3369835116 | -1534.33698351159 |
60 | 31701 | 35358.81471336 | -3657.81471336 |
61 | 80670 | 82604.8064314631 | -1934.80643146314 |
62 | 143558 | 112664.39042323 | 30893.6095767703 |
63 | 117105 | 90929.1917991039 | 26175.8082008961 |
64 | 23789 | 39250.5484415848 | -15461.5484415848 |
65 | 120733 | 83162.4697226267 | 37570.5302773733 |
66 | 105195 | 103138.755866395 | 2056.24413360518 |
67 | 73107 | 80608.144575903 | -7501.14457590305 |
68 | 132068 | 116187.908646977 | 15880.0913530228 |
69 | 149193 | 77331.5092717938 | 71861.4907282062 |
70 | 46821 | 83856.7252994843 | -37035.7252994843 |
71 | 87011 | 86001.4614456255 | 1009.53855437454 |
72 | 95260 | 82249.4032599214 | 13010.5967400786 |
73 | 55183 | 69673.1003738075 | -14490.1003738075 |
74 | 106671 | 64189.3092835308 | 42481.6907164692 |
75 | 73511 | 85447.4282621018 | -11936.4282621018 |
76 | 92945 | 75533.5658678506 | 17411.4341321494 |
77 | 78664 | 53015.2071382696 | 25648.7928617304 |
78 | 70054 | 91654.5153686033 | -21600.5153686033 |
79 | 22618 | 43097.5989108688 | -20479.5989108688 |
80 | 74011 | 95823.9314602487 | -21812.9314602487 |
81 | 83737 | 72395.1844788925 | 11341.8155211075 |
82 | 69094 | 75201.2685581108 | -6107.26855811079 |
83 | 93133 | 105607.112895719 | -12474.112895719 |
84 | 95536 | 89819.4703338786 | 5716.52966612138 |
85 | 225920 | 84952.4408348528 | 140967.559165147 |
86 | 62133 | 67011.1545091444 | -4878.15450914436 |
87 | 61370 | 75923.290231296 | -14553.290231296 |
88 | 43836 | 51108.0448571674 | -7272.04485716738 |
89 | 106117 | 126075.314865047 | -19958.314865047 |
90 | 38692 | 64201.6303053176 | -25509.6303053176 |
91 | 84651 | 88441.3649072342 | -3790.36490723422 |
92 | 56622 | 22530.8349761121 | 34091.1650238879 |
93 | 15986 | 53631.8826769934 | -37645.8826769934 |
94 | 95364 | 66062.4398918632 | 29301.5601081368 |
95 | 26706 | 48439.9996618933 | -21733.9996618933 |
96 | 89691 | 96881.9555245534 | -7190.9555245534 |
97 | 67267 | 114054.418568289 | -46787.4185682893 |
98 | 126846 | 75526.4001023203 | 51319.5998976797 |
99 | 41140 | 87203.8596339542 | -46063.8596339542 |
100 | 102860 | 82612.714951159 | 20247.285048841 |
101 | 51715 | 60564.5528907189 | -8849.55289071892 |
102 | 55801 | 87078.6249094724 | -31277.6249094724 |
103 | 111813 | 90692.2242250701 | 21120.7757749299 |
104 | 120293 | 71282.8984237676 | 49010.1015762324 |
105 | 138599 | 76460.0029272776 | 62138.9970727224 |
106 | 161647 | 92354.3969989689 | 69292.6030010311 |
107 | 115929 | 126612.143103244 | -10683.1431032444 |
108 | 24266 | 41272.6637081309 | -17006.6637081309 |
109 | 162901 | 96405.6994381662 | 66495.3005618338 |
110 | 109825 | 104029.11811911 | 5795.88188089013 |
111 | 129838 | 94232.2189597316 | 35605.7810402684 |
112 | 37510 | 72665.9916448327 | -35155.9916448327 |
113 | 43750 | 30666.5658477549 | 13083.4341522451 |
114 | 40652 | 55687.8139012867 | -15035.8139012867 |
115 | 87771 | 75444.0070534267 | 12326.9929465733 |
116 | 85872 | 82856.6062666195 | 3015.39373338053 |
117 | 89275 | 92385.3144633564 | -3110.31446335636 |
118 | 44418 | 67514.1955034636 | -23096.1955034636 |
119 | 192565 | 49869.3754427866 | 142695.624557213 |
120 | 35232 | 35634.3706454733 | -402.370645473269 |
121 | 40909 | 50640.0532594983 | -9731.05325949829 |
122 | 13294 | 21862.9044974495 | -8568.9044974495 |
123 | 32387 | 41895.0892574812 | -9508.08925748122 |
124 | 140867 | 58779.9648796938 | 82087.0351203062 |
125 | 120662 | 91638.9529256235 | 29023.0470743766 |
126 | 21233 | 26066.7258534568 | -4833.72585345678 |
127 | 44332 | 34358.3567687209 | 9973.64323127914 |
128 | 61056 | 46978.5123728679 | 14077.4876271321 |
129 | 101338 | 110476.576968812 | -9138.57696881243 |
130 | 1168 | -665.626362508857 | 1833.62636250886 |
131 | 13497 | 14402.0827164624 | -905.082716462428 |
132 | 65567 | 73572.3516519496 | -8005.35165194965 |
133 | 25162 | 23758.7139658132 | 1403.28603418676 |
134 | 32334 | 47635.692460928 | -15301.692460928 |
135 | 40735 | 75493.4647501732 | -34758.4647501732 |
136 | 91413 | 110801.265913652 | -19388.2659136517 |
137 | 855 | -2637.82521786752 | 3492.82521786752 |
138 | 97068 | 75613.6269821003 | 21454.3730178997 |
139 | 44339 | 16223.4420895838 | 28115.5579104162 |
140 | 14116 | 11779.9981815932 | 2336.00181840675 |
141 | 10288 | 21560.1033596485 | -11272.1033596485 |
142 | 65622 | 48261.6136473301 | 17360.3863526699 |
143 | 16563 | 39500.511652373 | -22937.511652373 |
144 | 76643 | 93611.7835720984 | -16968.7835720984 |
145 | 110681 | 93874.6475709186 | 16806.3524290814 |
146 | 29011 | 40284.6312796258 | -11273.6312796258 |
147 | 92696 | 78332.4023916768 | 14363.5976083232 |
148 | 94785 | 49684.3990315822 | 45100.6009684178 |
149 | 8773 | 12961.058548681 | -4188.05854868101 |
150 | 83209 | 78437.5931758088 | 4771.40682419124 |
151 | 93815 | 118418.157119067 | -24603.1571190669 |
152 | 86687 | 97674.7929403474 | -10987.7929403474 |
153 | 34553 | 35898.7839717656 | -1345.78397176558 |
154 | 105547 | 126511.180316102 | -20964.180316102 |
155 | 103487 | 106224.576976657 | -2737.57697665738 |
156 | 213688 | 138026.835781355 | 75661.164218645 |
157 | 71220 | 76398.7396832872 | -5178.73968328716 |
158 | 23517 | 33764.055568052 | -10247.055568052 |
159 | 56926 | 53384.2943446777 | 3541.70565532229 |
160 | 91721 | 89070.5572790848 | 2650.44272091522 |
161 | 115168 | 127358.590418946 | -12190.5904189461 |
162 | 111194 | 55697.2750056218 | 55496.7249943782 |
163 | 51009 | 42127.8907854959 | 8881.10921450407 |
164 | 135777 | 117523.722020209 | 18253.2779797906 |
165 | 51513 | 65127.0304511765 | -13614.0304511765 |
166 | 74163 | 92320.0650197725 | -18157.0650197725 |
167 | 51633 | 76481.0753493567 | -24848.0753493568 |
168 | 75345 | 64985.2415501913 | 10359.7584498087 |
169 | 33416 | 49283.171009899 | -15867.171009899 |
170 | 83305 | 76116.573997017 | 7188.42600298305 |
171 | 98952 | 101650.022153463 | -2698.02215346273 |
172 | 102372 | 83078.2890938416 | 19293.7109061584 |
173 | 37238 | 60302.9713002023 | -23064.9713002023 |
174 | 103772 | 107019.800270206 | -3247.80027020632 |
175 | 123969 | 75855.6583768997 | 48113.3416231003 |
176 | 27142 | 40874.8449507734 | -13732.8449507734 |
177 | 135400 | 82826.4088673737 | 52573.5911326263 |
178 | 21399 | 40125.9979079103 | -18726.9979079103 |
179 | 130115 | 101224.525787268 | 28890.4742127323 |
180 | 24874 | 43857.0758710906 | -18983.0758710906 |
181 | 34988 | 17098.7564287265 | 17889.2435712735 |
182 | 45549 | 32654.8875857414 | 12894.1124142586 |
183 | 6023 | -3413.30223054057 | 9436.30223054057 |
184 | 64466 | 77889.658897446 | -13423.658897446 |
185 | 54990 | 107925.224070226 | -52935.2240702255 |
186 | 1644 | -5075.34502100533 | 6719.34502100533 |
187 | 6179 | 11075.4525280899 | -4896.45252808987 |
188 | 3926 | -852.657045322102 | 4778.6570453221 |
189 | 32755 | 44392.415922346 | -11637.415922346 |
190 | 34777 | 62335.3236748625 | -27558.3236748625 |
191 | 73224 | 62942.5198646989 | 10281.4801353011 |
192 | 27114 | 39802.6056896617 | -12688.6056896617 |
193 | 20760 | 24233.8289482873 | -3473.82894828728 |
194 | 37636 | 38869.5710052558 | -1233.57100525582 |
195 | 65461 | 56584.5461188005 | 8876.45388119948 |
196 | 30080 | 35700.426435652 | -5620.426435652 |
197 | 24094 | 36816.7486483283 | -12722.7486483283 |
198 | 69008 | 27288.944718576 | 41719.055281424 |
199 | 54968 | 38316.1470931318 | 16651.8529068682 |
200 | 46090 | 31227.7888232893 | 14862.2111767107 |
201 | 27507 | 34126.1967878751 | -6619.19678787511 |
202 | 10672 | 40363.2240509973 | -29691.2240509973 |
203 | 34029 | 44607.6566110927 | -10578.6566110926 |
204 | 46300 | 41429.0983843289 | 4870.90161567113 |
205 | 24760 | 36720.1857482817 | -11960.1857482817 |
206 | 18779 | 32576.7482658243 | -13797.7482658243 |
207 | 21280 | 32812.7284448155 | -11532.7284448155 |
208 | 40662 | 57271.5017318878 | -16609.5017318878 |
209 | 28987 | 49540.2171290243 | -20553.2171290243 |
210 | 22827 | 53110.1609983124 | -30283.1609983124 |
211 | 18513 | 23930.021300832 | -5417.02130083196 |
212 | 30594 | 44775.1206187658 | -14181.1206187658 |
213 | 24006 | 31591.4174078502 | -7585.41740785019 |
214 | 27913 | 35529.2836718727 | -7616.28367187266 |
215 | 42744 | 38295.9460844386 | 4448.05391556137 |
216 | 12934 | 37156.8959989085 | -24222.8959989085 |
217 | 22574 | 23631.1825937658 | -1057.1825937658 |
218 | 41385 | 24402.6596509263 | 16982.3403490737 |
219 | 18653 | 31457.9628108521 | -12804.9628108521 |
220 | 18472 | 35912.1995335883 | -17440.1995335883 |
221 | 30976 | 38795.7201692133 | -7819.7201692133 |
222 | 63339 | 45978.7229233933 | 17360.2770766067 |
223 | 25568 | 34833.5391925947 | -9265.5391925947 |
224 | 33747 | 35036.540377812 | -1289.54037781203 |
225 | 4154 | 25932.4982514854 | -21778.4982514854 |
226 | 19474 | 38119.9401215406 | -18645.9401215406 |
227 | 35130 | 19445.7972341361 | 15684.2027658639 |
228 | 39067 | 31524.9916328894 | 7542.00836711055 |
229 | 13310 | 24961.8765918418 | -11651.8765918418 |
230 | 65892 | 40759.1737558464 | 25132.8262441536 |
231 | 4143 | 24560.8522796697 | -20417.8522796697 |
232 | 28579 | 30287.9663475876 | -1708.96634758759 |
233 | 51776 | 31822.5356972144 | 19953.4643027856 |
234 | 21152 | 28736.2711506512 | -7584.27115065115 |
235 | 38084 | 37655.3233534981 | 428.676646501938 |
236 | 27717 | 32257.0924308892 | -4540.09243088916 |
237 | 32928 | 55775.5297772256 | -22847.5297772256 |
238 | 11342 | 28116.4179031324 | -16774.4179031324 |
239 | 19499 | 33328.4869844417 | -13829.4869844417 |
240 | 16380 | 24801.579369171 | -8421.57936917096 |
241 | 36874 | 34877.0253508453 | 1996.97464915472 |
242 | 48259 | 53272.4509862309 | -5013.45098623093 |
243 | 16734 | 27794.575713108 | -11060.575713108 |
244 | 28207 | 25202.3989987318 | 3004.60100126819 |
245 | 30143 | 30665.7132118453 | -522.713211845275 |
246 | 41369 | 36215.8974362133 | 5153.10256378675 |
247 | 45833 | 34853.1667057374 | 10979.8332942626 |
248 | 29156 | 35340.3834809176 | -6184.38348091758 |
249 | 35944 | 26407.5388689636 | 9536.46113103643 |
250 | 36278 | 9101.25602283578 | 27176.7439771642 |
251 | 45588 | 58067.1548891036 | -12479.1548891036 |
252 | 45097 | 46375.8437864309 | -1278.84378643087 |
253 | 3895 | -777.79160418211 | 4672.79160418211 |
254 | 28394 | 40690.7207802036 | -12296.7207802036 |
255 | 18632 | 36127.4180353164 | -17495.4180353164 |
256 | 2325 | 5676.49037027477 | -3351.49037027477 |
257 | 25139 | 14466.8045894542 | 10672.1954105458 |
258 | 27975 | 36800.6530640742 | -8825.65306407419 |
259 | 14483 | 30970.4138811446 | -16487.4138811446 |
260 | 13127 | 15490.8890900068 | -2363.88909000684 |
261 | 5839 | 22228.205378783 | -16389.205378783 |
262 | 24069 | 35270.1515073744 | -11201.1515073744 |
263 | 3738 | 11545.0774513484 | -7807.07745134841 |
264 | 18625 | 26894.567820773 | -8269.56782077305 |
265 | 36341 | 24666.3567765088 | 11674.6432234912 |
266 | 24548 | 32499.3561423341 | -7951.35614233414 |
267 | 21792 | 33451.0787387001 | -11659.0787387001 |
268 | 26263 | 24038.5776016681 | 2224.42239833194 |
269 | 23686 | 45252.4390614321 | -21566.4390614321 |
270 | 49303 | 40601.7769432918 | 8701.22305670818 |
271 | 25659 | 42042.720111022 | -16383.720111022 |
272 | 28904 | 32791.7762670541 | -3887.77626705409 |
273 | 2781 | 2751.71092616254 | 29.2890738374564 |
274 | 29236 | 39431.0353218134 | -10195.0353218134 |
275 | 19546 | 21623.4597249788 | -2077.45972497884 |
276 | 22818 | 35027.9136339154 | -12209.9136339154 |
277 | 32689 | 22595.9613002391 | 10093.0386997609 |
278 | 5752 | 531.496903066607 | 5220.50309693339 |
279 | 22197 | 31717.2996579617 | -9520.29965796166 |
280 | 20055 | 37552.9885612878 | -17497.9885612878 |
281 | 25272 | 38229.0538345147 | -12957.0538345147 |
282 | 82206 | 33769.7269075953 | 48436.2730924047 |
283 | 32073 | 28138.1654399742 | 3934.83456002582 |
284 | 5444 | 7656.1578989023 | -2212.1578989023 |
285 | 20154 | 31348.133187188 | -11194.133187188 |
286 | 36944 | 32463.8263764131 | 4480.17362358686 |
287 | 8019 | 22520.4694686183 | -14501.4694686183 |
288 | 30884 | 28929.2162636989 | 1954.78373630114 |
289 | 19540 | 32288.2269043381 | -12748.2269043381 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
7 | 0.560672117428831 | 0.878655765142339 | 0.439327882571169 |
8 | 0.4357472716456 | 0.8714945432912 | 0.5642527283544 |
9 | 0.311424031066136 | 0.622848062132272 | 0.688575968933864 |
10 | 0.531725320904845 | 0.93654935819031 | 0.468274679095155 |
11 | 0.478575669385442 | 0.957151338770884 | 0.521424330614558 |
12 | 0.709363246460827 | 0.581273507078346 | 0.290636753539173 |
13 | 0.730339656450204 | 0.539320687099593 | 0.269660343549796 |
14 | 0.676240869700105 | 0.647518260599791 | 0.323759130299895 |
15 | 0.660630059975597 | 0.678739880048807 | 0.339369940024403 |
16 | 0.651593960281246 | 0.696812079437508 | 0.348406039718754 |
17 | 0.630879884115891 | 0.738240231768217 | 0.369120115884109 |
18 | 0.771755231508025 | 0.456489536983951 | 0.228244768491975 |
19 | 0.72340951701751 | 0.553180965964981 | 0.27659048298249 |
20 | 0.754781437896692 | 0.490437124206616 | 0.245218562103308 |
21 | 0.763124727058461 | 0.473750545883078 | 0.236875272941539 |
22 | 0.712238129809181 | 0.575523740381637 | 0.287761870190819 |
23 | 0.816623281279366 | 0.366753437441267 | 0.183376718720634 |
24 | 0.772601399845317 | 0.454797200309367 | 0.227398600154683 |
25 | 0.746359176683771 | 0.507281646632457 | 0.253640823316229 |
26 | 0.706165493881379 | 0.587669012237242 | 0.293834506118621 |
27 | 0.65263577511798 | 0.69472844976404 | 0.34736422488202 |
28 | 0.594869356751799 | 0.810261286496403 | 0.405130643248201 |
29 | 0.559879108959896 | 0.880241782080207 | 0.440120891040104 |
30 | 0.609520764759647 | 0.780958470480706 | 0.390479235240353 |
31 | 0.560873974139633 | 0.878252051720735 | 0.439126025860367 |
32 | 0.581922197559653 | 0.836155604880695 | 0.418077802440347 |
33 | 0.544886785999844 | 0.910226428000312 | 0.455113214000156 |
34 | 0.507678488011586 | 0.984643023976827 | 0.492321511988414 |
35 | 0.453300415285848 | 0.906600830571696 | 0.546699584714152 |
36 | 0.401683470914093 | 0.803366941828185 | 0.598316529085907 |
37 | 0.388451880607773 | 0.776903761215547 | 0.611548119392227 |
38 | 0.407911318943784 | 0.815822637887568 | 0.592088681056216 |
39 | 0.417907288303349 | 0.835814576606698 | 0.582092711696651 |
40 | 0.389372790980715 | 0.778745581961431 | 0.610627209019285 |
41 | 0.36077417739614 | 0.72154835479228 | 0.63922582260386 |
42 | 0.32741151655388 | 0.65482303310776 | 0.67258848344612 |
43 | 0.312054415900041 | 0.624108831800082 | 0.687945584099959 |
44 | 0.273789421808412 | 0.547578843616823 | 0.726210578191588 |
45 | 0.252398151030122 | 0.504796302060243 | 0.747601848969878 |
46 | 0.231576798879934 | 0.463153597759869 | 0.768423201120066 |
47 | 0.206373598437142 | 0.412747196874283 | 0.793626401562858 |
48 | 0.182623693251312 | 0.365247386502624 | 0.817376306748688 |
49 | 0.158277175943597 | 0.316554351887194 | 0.841722824056403 |
50 | 0.131397232131589 | 0.262794464263178 | 0.868602767868411 |
51 | 0.111990372185427 | 0.223980744370855 | 0.888009627814573 |
52 | 0.10422034247751 | 0.208440684955019 | 0.89577965752249 |
53 | 0.0852376879707855 | 0.170475375941571 | 0.914762312029215 |
54 | 0.129696199635435 | 0.25939239927087 | 0.870303800364565 |
55 | 0.107253211087712 | 0.214506422175423 | 0.892746788912288 |
56 | 0.0881385349884679 | 0.176277069976936 | 0.911861465011532 |
57 | 0.0724484046779134 | 0.144896809355827 | 0.927551595322087 |
58 | 0.0599118351599392 | 0.119823670319878 | 0.940088164840061 |
59 | 0.0482482443626065 | 0.096496488725213 | 0.951751755637393 |
60 | 0.0385768377424244 | 0.0771536754848488 | 0.961423162257576 |
61 | 0.0304914429981863 | 0.0609828859963726 | 0.969508557001814 |
62 | 0.044799080980015 | 0.0895981619600301 | 0.955200919019985 |
63 | 0.0525919988082755 | 0.105183997616551 | 0.947408001191725 |
64 | 0.0469930335248544 | 0.0939860670497089 | 0.953006966475146 |
65 | 0.068156800463938 | 0.136313600927876 | 0.931843199536062 |
66 | 0.0573857403567282 | 0.114771480713456 | 0.942614259643272 |
67 | 0.0467289995087531 | 0.0934579990175062 | 0.953271000491247 |
68 | 0.0440416069879587 | 0.0880832139759174 | 0.955958393012041 |
69 | 0.189783445164679 | 0.379566890329358 | 0.810216554835321 |
70 | 0.225191509291194 | 0.450383018582388 | 0.774808490708806 |
71 | 0.196671945304494 | 0.393343890608988 | 0.803328054695506 |
72 | 0.183159582530874 | 0.366319165061747 | 0.816840417469126 |
73 | 0.165355887118035 | 0.330711774236069 | 0.834644112881965 |
74 | 0.220773024653315 | 0.44154604930663 | 0.779226975346685 |
75 | 0.198431620870274 | 0.396863241740547 | 0.801568379129726 |
76 | 0.18574599925359 | 0.371491998507181 | 0.81425400074641 |
77 | 0.185009258035571 | 0.370018516071143 | 0.814990741964429 |
78 | 0.175189477631041 | 0.350378955262081 | 0.824810522368959 |
79 | 0.171039296397439 | 0.342078592794878 | 0.828960703602561 |
80 | 0.160487597173066 | 0.320975194346131 | 0.839512402826934 |
81 | 0.143883096714181 | 0.287766193428362 | 0.856116903285819 |
82 | 0.123999360371197 | 0.247998720742393 | 0.876000639628803 |
83 | 0.108466224315853 | 0.216932448631707 | 0.891533775684146 |
84 | 0.0933891538807884 | 0.186778307761577 | 0.906610846119212 |
85 | 0.948972475590674 | 0.102055048818653 | 0.0510275244093264 |
86 | 0.939149258616831 | 0.121701482766338 | 0.0608507413831691 |
87 | 0.931285307103061 | 0.137429385793878 | 0.0687146928969389 |
88 | 0.920261053934493 | 0.159477892131013 | 0.0797389460655067 |
89 | 0.913536298139896 | 0.172927403720207 | 0.0864637018601037 |
90 | 0.914561385558473 | 0.170877228883055 | 0.0854386144415274 |
91 | 0.89998320389178 | 0.20003359221644 | 0.10001679610822 |
92 | 0.905805990656936 | 0.188388018686129 | 0.0941940093430644 |
93 | 0.9255888881079 | 0.148822223784199 | 0.0744111118920996 |
94 | 0.929253907243467 | 0.141492185513067 | 0.0707460927565333 |
95 | 0.927732147719667 | 0.144535704560666 | 0.0722678522803329 |
96 | 0.915871267269094 | 0.168257465461812 | 0.0841287327309059 |
97 | 0.941239991387824 | 0.117520017224351 | 0.0587600086121757 |
98 | 0.966877535536826 | 0.0662449289263471 | 0.0331224644631736 |
99 | 0.979371205822342 | 0.0412575883553153 | 0.0206287941776576 |
100 | 0.977814852241234 | 0.044370295517532 | 0.022185147758766 |
101 | 0.973666745536968 | 0.0526665089260638 | 0.0263332544630319 |
102 | 0.976574811302749 | 0.0468503773945025 | 0.0234251886972512 |
103 | 0.975121609119983 | 0.0497567817600343 | 0.0248783908800172 |
104 | 0.98573713984412 | 0.0285257203117605 | 0.0142628601558803 |
105 | 0.99547841740757 | 0.00904316518485919 | 0.0045215825924296 |
106 | 0.99922317069361 | 0.00155365861277946 | 0.000776829306389728 |
107 | 0.999013102388212 | 0.00197379522357677 | 0.000986897611788385 |
108 | 0.998892285073186 | 0.00221542985362767 | 0.00110771492681383 |
109 | 0.999816170933526 | 0.00036765813294807 | 0.000183829066474035 |
110 | 0.999753026593967 | 0.000493946812066574 | 0.000246973406033287 |
111 | 0.999823868628774 | 0.000352262742451313 | 0.000176131371225657 |
112 | 0.999876181449893 | 0.000247637100214622 | 0.000123818550107311 |
113 | 0.999837158898898 | 0.000325682202204493 | 0.000162841101102246 |
114 | 0.999805846545376 | 0.000388306909248554 | 0.000194153454624277 |
115 | 0.999750433279684 | 0.000499133440632512 | 0.000249566720316256 |
116 | 0.999659233434253 | 0.000681533131494584 | 0.000340766565747292 |
117 | 0.999538338937102 | 0.000923322125795593 | 0.000461661062897796 |
118 | 0.999533556164129 | 0.000932887671741876 | 0.000466443835870938 |
119 | 0.999999999313089 | 1.37382152995167e-09 | 6.86910764975835e-10 |
120 | 0.999999998857852 | 2.28429619236212e-09 | 1.14214809618106e-09 |
121 | 0.999999998300211 | 3.39957862042873e-09 | 1.69978931021436e-09 |
122 | 0.999999997501899 | 4.99620181179708e-09 | 2.49810090589854e-09 |
123 | 0.999999996351171 | 7.29765847338177e-09 | 3.64882923669089e-09 |
124 | 0.999999999989937 | 2.01266951156274e-11 | 1.00633475578137e-11 |
125 | 0.999999999994006 | 1.19884043458896e-11 | 5.99420217294482e-12 |
126 | 0.999999999989987 | 2.00255957033076e-11 | 1.00127978516538e-11 |
127 | 0.999999999984113 | 3.1773674423499e-11 | 1.58868372117495e-11 |
128 | 0.999999999976787 | 4.64268524336047e-11 | 2.32134262168024e-11 |
129 | 0.999999999960644 | 7.87118351068813e-11 | 3.93559175534407e-11 |
130 | 0.999999999934911 | 1.30177724077529e-10 | 6.50888620387643e-11 |
131 | 0.999999999889853 | 2.20294303740832e-10 | 1.10147151870416e-10 |
132 | 0.999999999820337 | 3.59324959827798e-10 | 1.79662479913899e-10 |
133 | 0.999999999702109 | 5.95782654393636e-10 | 2.97891327196818e-10 |
134 | 0.999999999641398 | 7.17204240141604e-10 | 3.58602120070802e-10 |
135 | 0.999999999824712 | 3.50576063851024e-10 | 1.75288031925512e-10 |
136 | 0.999999999768378 | 4.63243201170677e-10 | 2.31621600585338e-10 |
137 | 0.999999999628876 | 7.42248019941745e-10 | 3.71124009970872e-10 |
138 | 0.999999999641219 | 7.1756114169279e-10 | 3.58780570846395e-10 |
139 | 0.999999999710901 | 5.78197853389803e-10 | 2.89098926694902e-10 |
140 | 0.999999999526604 | 9.46791744953931e-10 | 4.73395872476966e-10 |
141 | 0.999999999311403 | 1.37719304857874e-09 | 6.8859652428937e-10 |
142 | 0.999999999112645 | 1.77470986262537e-09 | 8.87354931312684e-10 |
143 | 0.999999999122296 | 1.75540712012983e-09 | 8.77703560064914e-10 |
144 | 0.999999998938635 | 2.12272923010134e-09 | 1.06136461505067e-09 |
145 | 0.999999998664511 | 2.67097779905047e-09 | 1.33548889952524e-09 |
146 | 0.999999998169576 | 3.66084833425084e-09 | 1.83042416712542e-09 |
147 | 0.999999997498296 | 5.00340776991495e-09 | 2.50170388495747e-09 |
148 | 0.999999999483437 | 1.0331260961811e-09 | 5.16563048090548e-10 |
149 | 0.999999999151022 | 1.69795535079619e-09 | 8.48977675398093e-10 |
150 | 0.99999999860245 | 2.79509973889682e-09 | 1.39754986944841e-09 |
151 | 0.99999999857343 | 2.85313944519721e-09 | 1.42656972259861e-09 |
152 | 0.999999997750417 | 4.49916627601432e-09 | 2.24958313800716e-09 |
153 | 0.999999996251916 | 7.49616724062179e-09 | 3.74808362031089e-09 |
154 | 0.99999999599276 | 8.01447969395196e-09 | 4.00723984697598e-09 |
155 | 0.999999993318695 | 1.33626102182929e-08 | 6.68130510914646e-09 |
156 | 0.999999999990139 | 1.97225398099278e-11 | 9.8612699049639e-12 |
157 | 0.99999999998262 | 3.47609408051739e-11 | 1.73804704025869e-11 |
158 | 0.999999999971719 | 5.65614640969216e-11 | 2.82807320484608e-11 |
159 | 0.999999999950613 | 9.87749329239461e-11 | 4.93874664619731e-11 |
160 | 0.999999999916313 | 1.67374662231838e-10 | 8.3687331115919e-11 |
161 | 0.999999999867034 | 2.65932079909664e-10 | 1.32966039954832e-10 |
162 | 0.999999999996685 | 6.63081499480221e-12 | 3.3154074974011e-12 |
163 | 0.999999999994549 | 1.09022510158704e-11 | 5.45112550793518e-12 |
164 | 0.999999999994815 | 1.03699495702541e-11 | 5.18497478512704e-12 |
165 | 0.999999999991951 | 1.60972406131544e-11 | 8.04862030657721e-12 |
166 | 0.999999999987088 | 2.58249907248766e-11 | 1.29124953624383e-11 |
167 | 0.999999999987202 | 2.55964701178894e-11 | 1.27982350589447e-11 |
168 | 0.999999999983032 | 3.39349818472937e-11 | 1.69674909236468e-11 |
169 | 0.999999999974233 | 5.15329773777846e-11 | 2.57664886888923e-11 |
170 | 0.999999999967672 | 6.46560919265508e-11 | 3.23280459632754e-11 |
171 | 0.999999999940742 | 1.18515280695305e-10 | 5.92576403476526e-11 |
172 | 0.999999999962766 | 7.4467862016462e-11 | 3.7233931008231e-11 |
173 | 0.99999999996356 | 7.28795549882739e-11 | 3.64397774941369e-11 |
174 | 0.999999999937786 | 1.24427264139647e-10 | 6.22136320698233e-11 |
175 | 0.999999999998549 | 2.90216625167578e-12 | 1.45108312583789e-12 |
176 | 0.999999999997965 | 4.06990886104466e-12 | 2.03495443052233e-12 |
177 | 0.999999999999995 | 9.82145173458692e-15 | 4.91072586729346e-15 |
178 | 0.999999999999993 | 1.41206336579552e-14 | 7.06031682897759e-15 |
179 | 1 | 4.64459022168508e-17 | 2.32229511084254e-17 |
180 | 1 | 7.1064960731547e-17 | 3.55324803657735e-17 |
181 | 1 | 1.27284428667514e-16 | 6.3642214333757e-17 |
182 | 1 | 2.20570272965996e-16 | 1.10285136482998e-16 |
183 | 1 | 4.93422564352899e-16 | 2.46711282176449e-16 |
184 | 1 | 8.67990899068592e-16 | 4.33995449534296e-16 |
185 | 1 | 3.00881296099459e-16 | 1.5044064804973e-16 |
186 | 1 | 6.80085083384368e-16 | 3.40042541692184e-16 |
187 | 0.999999999999999 | 1.33869704367014e-15 | 6.69348521835069e-16 |
188 | 0.999999999999999 | 2.98339720000585e-15 | 1.49169860000292e-15 |
189 | 0.999999999999997 | 5.32831970732721e-15 | 2.66415985366361e-15 |
190 | 0.999999999999996 | 8.11513873710921e-15 | 4.0575693685546e-15 |
191 | 0.999999999999998 | 4.716389549214e-15 | 2.358194774607e-15 |
192 | 0.999999999999995 | 9.24656958688624e-15 | 4.62328479344312e-15 |
193 | 0.999999999999991 | 1.75229499802392e-14 | 8.76147499011958e-15 |
194 | 0.999999999999981 | 3.78430064066151e-14 | 1.89215032033075e-14 |
195 | 0.999999999999985 | 2.93708865151012e-14 | 1.46854432575506e-14 |
196 | 0.99999999999997 | 6.09328149150799e-14 | 3.046640745754e-14 |
197 | 0.999999999999941 | 1.17594077963264e-13 | 5.87970389816322e-14 |
198 | 0.999999999999999 | 1.35543571343755e-15 | 6.77717856718775e-16 |
199 | 0.999999999999999 | 1.20142289896473e-15 | 6.00711449482365e-16 |
200 | 1 | 8.7681949549475e-16 | 4.38409747747375e-16 |
201 | 0.999999999999999 | 2.01075820522043e-15 | 1.00537910261022e-15 |
202 | 0.999999999999999 | 1.96739289227062e-15 | 9.83696446135309e-16 |
203 | 0.999999999999998 | 4.40697511919641e-15 | 2.20348755959821e-15 |
204 | 0.999999999999996 | 7.09606712346457e-15 | 3.54803356173229e-15 |
205 | 0.999999999999994 | 1.13550664585645e-14 | 5.67753322928226e-15 |
206 | 0.999999999999989 | 2.27861469364286e-14 | 1.13930734682143e-14 |
207 | 0.999999999999978 | 4.30082800892446e-14 | 2.15041400446223e-14 |
208 | 0.999999999999954 | 9.21715141820111e-14 | 4.60857570910055e-14 |
209 | 0.99999999999992 | 1.59622243887504e-13 | 7.98111219437518e-14 |
210 | 0.999999999999931 | 1.37733972966406e-13 | 6.88669864832028e-14 |
211 | 0.999999999999866 | 2.68147654578978e-13 | 1.34073827289489e-13 |
212 | 0.999999999999742 | 5.15416201616247e-13 | 2.57708100808123e-13 |
213 | 0.999999999999426 | 1.14859366462181e-12 | 5.74296832310904e-13 |
214 | 0.999999999998729 | 2.54108591425162e-12 | 1.27054295712581e-12 |
215 | 0.999999999997714 | 4.57199421261398e-12 | 2.28599710630699e-12 |
216 | 0.999999999997486 | 5.02819503086405e-12 | 2.51409751543202e-12 |
217 | 0.999999999994565 | 1.08708235786423e-11 | 5.43541178932113e-12 |
218 | 0.999999999995178 | 9.64371318291261e-12 | 4.8218565914563e-12 |
219 | 0.99999999999065 | 1.87003353736724e-11 | 9.35016768683621e-12 |
220 | 0.999999999983363 | 3.32737519445671e-11 | 1.66368759722835e-11 |
221 | 0.999999999964135 | 7.17307886373033e-11 | 3.58653943186516e-11 |
222 | 0.999999999974123 | 5.17545832039414e-11 | 2.58772916019707e-11 |
223 | 0.999999999966871 | 6.62581239109335e-11 | 3.31290619554667e-11 |
224 | 0.999999999934488 | 1.31024138028083e-10 | 6.55120690140415e-11 |
225 | 0.999999999917737 | 1.64525466276303e-10 | 8.22627331381513e-11 |
226 | 0.999999999952138 | 9.57239116044165e-11 | 4.78619558022082e-11 |
227 | 0.999999999936008 | 1.27985063009249e-10 | 6.39925315046244e-11 |
228 | 0.999999999899724 | 2.00552564561717e-10 | 1.00276282280859e-10 |
229 | 0.999999999890258 | 2.1948496397526e-10 | 1.0974248198763e-10 |
230 | 0.999999999965233 | 6.95337441615526e-11 | 3.47668720807763e-11 |
231 | 0.999999999961644 | 7.67112518732818e-11 | 3.83556259366409e-11 |
232 | 0.999999999911164 | 1.77672478408951e-10 | 8.88362392044753e-11 |
233 | 0.999999999921752 | 1.56495268592994e-10 | 7.82476342964968e-11 |
234 | 0.99999999982185 | 3.56300886381328e-10 | 1.78150443190664e-10 |
235 | 0.999999999656391 | 6.87217927191842e-10 | 3.43608963595921e-10 |
236 | 0.999999999231462 | 1.5370753862183e-09 | 7.68537693109149e-10 |
237 | 0.999999999013661 | 1.97267790430747e-09 | 9.86338952153733e-10 |
238 | 0.999999998376745 | 3.24651061017276e-09 | 1.62325530508638e-09 |
239 | 0.999999997164689 | 5.67062262596149e-09 | 2.83531131298074e-09 |
240 | 0.999999993876688 | 1.22466248268484e-08 | 6.12331241342418e-09 |
241 | 0.999999987223224 | 2.55535512726844e-08 | 1.27767756363422e-08 |
242 | 0.999999972001122 | 5.59977555035634e-08 | 2.79988777517817e-08 |
243 | 0.99999994637229 | 1.07255420421374e-07 | 5.36277102106872e-08 |
244 | 0.999999894459271 | 2.1108145840682e-07 | 1.0554072920341e-07 |
245 | 0.999999780418064 | 4.39163872520124e-07 | 2.19581936260062e-07 |
246 | 0.999999636071173 | 7.27857654032396e-07 | 3.63928827016198e-07 |
247 | 0.999999501355018 | 9.97289964011834e-07 | 4.98644982005917e-07 |
248 | 0.999998955975347 | 2.08804930492414e-06 | 1.04402465246207e-06 |
249 | 0.999998392017614 | 3.21596477206617e-06 | 1.60798238603309e-06 |
250 | 0.99999930011563 | 1.3997687397946e-06 | 6.99884369897302e-07 |
251 | 0.999998510552634 | 2.97889473222214e-06 | 1.48944736611107e-06 |
252 | 0.99999730641939 | 5.3871612195428e-06 | 2.6935806097714e-06 |
253 | 0.999994339420456 | 1.13211590878994e-05 | 5.66057954394972e-06 |
254 | 0.999988807027853 | 2.23859442947777e-05 | 1.11929721473888e-05 |
255 | 0.999982741401239 | 3.45171975217806e-05 | 1.72585987608903e-05 |
256 | 0.999967377907152 | 6.52441856969214e-05 | 3.26220928484607e-05 |
257 | 0.99995109434198 | 9.78113160401481e-05 | 4.89056580200741e-05 |
258 | 0.99990483667684 | 0.00019032664632007 | 9.51633231600348e-05 |
259 | 0.999856163908955 | 0.000287672182089997 | 0.000143836091044998 |
260 | 0.999722425813939 | 0.000555148372121618 | 0.000277574186060809 |
261 | 0.999634897991831 | 0.000730204016337588 | 0.000365102008168794 |
262 | 0.999356611698376 | 0.00128677660324867 | 0.000643388301624335 |
263 | 0.998986811990559 | 0.00202637601888128 | 0.00101318800944064 |
264 | 0.998272581454578 | 0.00345483709084306 | 0.00172741854542153 |
265 | 0.997556523675284 | 0.00488695264943154 | 0.00244347632471577 |
266 | 0.995686346233389 | 0.00862730753322192 | 0.00431365376661096 |
267 | 0.993066949013662 | 0.0138661019726759 | 0.00693305098633797 |
268 | 0.988179376187875 | 0.0236412476242498 | 0.0118206238121249 |
269 | 0.988882768847724 | 0.0222344623045528 | 0.0111172311522764 |
270 | 0.986320694026713 | 0.0273586119465745 | 0.0136793059732873 |
271 | 0.978031470710732 | 0.0439370585785358 | 0.0219685292892679 |
272 | 0.96326804014989 | 0.07346391970022 | 0.03673195985011 |
273 | 0.940304490276533 | 0.119391019446935 | 0.0596955097234673 |
274 | 0.917719754133274 | 0.164560491733452 | 0.0822802458667262 |
275 | 0.874868575959033 | 0.250262848081934 | 0.125131424040967 |
276 | 0.814289640188377 | 0.371420719623245 | 0.185710359811623 |
277 | 0.755568270919712 | 0.488863458160576 | 0.244431729080288 |
278 | 0.667282896257654 | 0.665434207484693 | 0.332717103742346 |
279 | 0.594148227600927 | 0.811703544798145 | 0.405851772399073 |
280 | 0.585888309466083 | 0.828223381067833 | 0.414111690533917 |
281 | 0.535811209243112 | 0.928377581513777 | 0.464188790756888 |
282 | 0.920161126685898 | 0.159677746628205 | 0.0798388733141025 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 162 | 0.58695652173913 | NOK |
5% type I error level | 172 | 0.623188405797101 | NOK |
10% type I error level | 182 | 0.659420289855073 | NOK |