Multiple Linear Regression - Estimated Regression Equation |
blogged[t] = -1.15481169699967 + 0.000266360655514927time[t] + 0.000289310453466096size[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) | -1.15481169699967 | 2.212555 | -0.5219 | 0.602119 | 0.30106 |
time | 0.000266360655514927 | 2e-05 | 12.9959 | 0 | 0 |
size | 0.000289310453466096 | 4.2e-05 | 6.9301 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.85724458405966 |
R-squared | 0.73486827689962 |
Adjusted R-squared | 0.733014208905911 |
F-TEST (value) | 396.354545460634 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 286 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 19.0662890392621 |
Sum Squared Residuals | 103967.686030404 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 79 | 87.5077393431278 | -8.50773934312777 |
2 | 58 | 55.5995092360837 | 2.4004907639163 |
3 | 60 | 69.9083277100915 | -9.90832771009146 |
4 | 108 | 75.8854401281873 | 32.1145598718127 |
5 | 49 | 42.7550639580196 | 6.24493604198042 |
6 | 0 | 32.7135707430322 | -32.7135707430322 |
7 | 121 | 136.016875731289 | -15.0168757312887 |
8 | 1 | 14.2786747586317 | -13.2786747586317 |
9 | 20 | 30.878198305224 | -10.878198305224 |
10 | 43 | 72.1595265956812 | -29.1595265956812 |
11 | 69 | 59.5879013008415 | 9.41209869915853 |
12 | 78 | 81.1811718782115 | -3.18117187821146 |
13 | 86 | 65.7562641047532 | 20.2437358952468 |
14 | 44 | 51.0261677695242 | -7.02616776952424 |
15 | 104 | 91.0720603967428 | 12.9279396032572 |
16 | 63 | 62.3930287015116 | 0.606971298488379 |
17 | 158 | 113.61523622272 | 44.38476377728 |
18 | 102 | 99.0815928679969 | 2.91840713200308 |
19 | 77 | 91.2749102472954 | -14.2749102472953 |
20 | 82 | 63.7582055232033 | 18.2417944767967 |
21 | 115 | 86.1060819662867 | 28.8939180337133 |
22 | 101 | 84.8086632917942 | 16.1913367082058 |
23 | 80 | 110.125372333619 | -30.1253723336186 |
24 | 50 | 58.8125839657537 | -8.81258396575369 |
25 | 83 | 62.4637421420657 | 20.5362578579343 |
26 | 123 | 65.3796115371394 | 57.6203884628606 |
27 | 73 | 69.2437899903163 | 3.75621000968373 |
28 | 81 | 83.607137254169 | -2.60713725416892 |
29 | 105 | 79.4315161032403 | 25.5684838967597 |
30 | 47 | 40.9811685460598 | 6.01883145394024 |
31 | 105 | 80.426285852114 | 24.573714147886 |
32 | 94 | 88.9728380362051 | 5.02716196379489 |
33 | 44 | 65.6083504045704 | -21.6083504045704 |
34 | 114 | 94.3392716895583 | 19.6607283104417 |
35 | 38 | 39.251432932619 | -1.25143293261896 |
36 | 107 | 106.631433106415 | 0.368566893584688 |
37 | 30 | 33.7268336792789 | -3.72683367927893 |
38 | 71 | 72.430750758198 | -1.43075075819803 |
39 | 84 | 108.358629506809 | -24.3586295068087 |
40 | 0 | 1.16828114225769 | -1.16828114225769 |
41 | 59 | 59.5172323089655 | -0.517232308965468 |
42 | 33 | 36.1801511392125 | -3.18015113921246 |
43 | 42 | 31.2179563874281 | 10.7820436125719 |
44 | 96 | 93.683656871556 | 2.31634312844406 |
45 | 106 | 90.9520040739502 | 15.0479959260498 |
46 | 56 | 56.0886070182114 | -0.0886070182113705 |
47 | 57 | 57.247887853273 | -0.247887853273051 |
48 | 59 | 62.6775988205362 | -3.67759882053617 |
49 | 39 | 42.998904588221 | -3.99890458822096 |
50 | 34 | 50.5576486447505 | -16.5576486447505 |
51 | 76 | 124.483797304378 | -48.4837973043777 |
52 | 20 | 29.3909108564687 | -9.3909108564687 |
53 | 91 | 71.6102743227058 | 19.3897256772942 |
54 | 115 | 113.120557849911 | 1.87944215008858 |
55 | 85 | 59.6800093984635 | 25.3199906015365 |
56 | 76 | 64.7148375672798 | 11.2851624327202 |
57 | 8 | 7.00931703671866 | 0.990682963281337 |
58 | 79 | 120.040118976576 | -41.0401189765762 |
59 | 21 | 25.5836999412554 | -4.58369994125545 |
60 | 30 | 34.9448821789217 | -4.94488217892166 |
61 | 76 | 80.5024626664816 | -4.50246266648162 |
62 | 101 | 105.383869081415 | -4.38386908141527 |
63 | 94 | 123.705698060381 | -29.7056980603813 |
64 | 27 | 33.3217595098852 | -6.32175950988523 |
65 | 92 | 95.9239063113095 | -3.92390631130954 |
66 | 123 | 97.5905878900357 | 25.4094121099643 |
67 | 75 | 74.9089867261592 | 0.0910132738408125 |
68 | 128 | 120.017993726562 | 7.98200627343826 |
69 | 105 | 104.816125357388 | 0.183874642612461 |
70 | 55 | 59.7869417264071 | -4.7869417264071 |
71 | 56 | 79.2019153364994 | -23.2019153364994 |
72 | 41 | 78.7588880236062 | -37.7588880236062 |
73 | 72 | 61.205971476832 | 10.794028523168 |
74 | 67 | 67.8613221445736 | -0.861322144573586 |
75 | 75 | 70.0710272354708 | 4.92897276452919 |
76 | 114 | 75.7259825881038 | 38.2740174118962 |
77 | 118 | 53.3046855912219 | 64.6953144087781 |
78 | 77 | 67.6413233596899 | 9.3586766403101 |
79 | 22 | 24.9839001231076 | -2.98390012310764 |
80 | 66 | 72.1920785261246 | -6.19207852612462 |
81 | 69 | 67.683391215775 | 1.316608784225 |
82 | 105 | 57.1257471689907 | 47.8742528310093 |
83 | 116 | 99.182820146897 | 16.8171798531031 |
84 | 88 | 91.2633968459122 | -3.26339684591215 |
85 | 73 | 112.949939548637 | -39.949939548637 |
86 | 99 | 52.9524712681537 | 46.0475287318463 |
87 | 62 | 57.1666323064826 | 4.83336769351741 |
88 | 53 | 43.5495457078002 | 9.45045429219978 |
89 | 118 | 121.835917419552 | -3.83591741955171 |
90 | 30 | 48.8719083360318 | -18.8719083360318 |
91 | 100 | 74.8335102759594 | 25.1664897240406 |
92 | 49 | 36.7892189450576 | 12.2107810549424 |
93 | 24 | 36.172268332299 | -12.172268332299 |
94 | 67 | 61.2176965877579 | 5.78230341224206 |
95 | 46 | 36.5666530514574 | 9.43334694854262 |
96 | 57 | 101.097536448878 | -44.0975364488782 |
97 | 75 | 82.5167323586657 | -7.51673235866573 |
98 | 135 | 75.0832359519297 | 59.9167640480703 |
99 | 68 | 65.2749092310229 | 2.72509076897713 |
100 | 124 | 77.1023433420255 | 46.8976566579745 |
101 | 33 | 51.1889982415865 | -18.1889982415865 |
102 | 98 | 73.7257872283917 | 24.2742127716083 |
103 | 58 | 95.9354789658632 | -37.9354789658632 |
104 | 68 | 77.0014027766846 | -9.00140277668462 |
105 | 81 | 87.5842462284953 | -6.58424622849526 |
106 | 131 | 107.443785024359 | 23.5562149756414 |
107 | 110 | 103.054936262781 | 6.94506373721906 |
108 | 37 | 28.659142501843 | 8.34085749815698 |
109 | 130 | 128.769430282685 | 1.23056971731457 |
110 | 93 | 90.565837985104 | 2.43416201489607 |
111 | 118 | 98.2887873673928 | 19.7112126326072 |
112 | 39 | 48.3104621998906 | -9.31046219989057 |
113 | 13 | 23.0324743374167 | -10.0324743374167 |
114 | 74 | 52.0929743963761 | 21.9070256036239 |
115 | 81 | 68.1102533233813 | 12.8897466766187 |
116 | 109 | 77.4777263377254 | 31.5222736622746 |
117 | 151 | 87.3890608197978 | 63.6109391802022 |
118 | 51 | 70.5084791234089 | -19.5084791234089 |
119 | 28 | 81.050084736147 | -53.050084736147 |
120 | 40 | 33.7194189001865 | 6.28058109981348 |
121 | 56 | 46.1939231223391 | 9.8060768776609 |
122 | 27 | 19.0354376544301 | 7.96456234556993 |
123 | 37 | 41.7578833084016 | -4.7578833084016 |
124 | 83 | 66.4353199945379 | 16.5646800054621 |
125 | 54 | 93.5649850743479 | -39.5649850743479 |
126 | 27 | 26.9138608808127 | 0.0861391191872893 |
127 | 28 | 38.8423497951371 | -10.8423497951371 |
128 | 59 | 43.5510601796683 | 15.4489398203317 |
129 | 133 | 93.0250806214431 | 39.9749193785569 |
130 | 12 | 5.29288362885013 | 6.70711637114987 |
131 | 0 | 13.8215585005657 | -13.8215585005657 |
132 | 106 | 58.4274813943949 | 47.5725186056051 |
133 | 23 | 22.6010890013011 | 0.398910998698896 |
134 | 44 | 34.8153082863912 | 9.18469171360883 |
135 | 71 | 45.9195737921479 | 25.0804262078521 |
136 | 116 | 109.833198682201 | 6.16680131779852 |
137 | 4 | 4.70050598192512 | -0.700505981925115 |
138 | 62 | 82.7680895828523 | -20.7680895828523 |
139 | 12 | 17.7054606253356 | -5.70546062533565 |
140 | 18 | 11.2965482964737 | 6.70345170352633 |
141 | 14 | 14.2601241394956 | -0.260124139495606 |
142 | 60 | 52.9094844903574 | 7.09051550964259 |
143 | 7 | 28.0716320774211 | -21.0716320774211 |
144 | 98 | 86.2103134646253 | 11.7896865353747 |
145 | 64 | 80.0125631521406 | -16.0125631521406 |
146 | 29 | 28.5107348998939 | 0.489265100106108 |
147 | 32 | 59.8699445606871 | -27.8699445606871 |
148 | 25 | 52.3279398097092 | -27.3279398097093 |
149 | 16 | 11.5620150011058 | 4.43798499889417 |
150 | 48 | 63.1657832344218 | -15.1657832344218 |
151 | 100 | 98.5589399752083 | 1.44106002479174 |
152 | 46 | 69.8702584950077 | -23.8702584950077 |
153 | 45 | 37.6201367054137 | 7.37986329458635 |
154 | 129 | 116.775834334023 | 12.2241656659773 |
155 | 130 | 95.5294458991212 | 34.4705541008788 |
156 | 136 | 154.177796732923 | -18.1777967329226 |
157 | 59 | 61.538857780047 | -2.53885778004697 |
158 | 25 | 31.9829148053013 | -6.98291480530133 |
159 | 32 | 38.0720632235512 | -6.07206322355121 |
160 | 63 | 86.4420817969172 | -23.4420817969171 |
161 | 95 | 125.821961939287 | -30.821961939287 |
162 | 14 | 53.444206584655 | -39.4442065846549 |
163 | 36 | 45.6844343773479 | -9.68443437734787 |
164 | 113 | 124.587029802101 | -11.5870298021009 |
165 | 47 | 48.6600624500854 | -1.66006245008537 |
166 | 92 | 74.7110769260962 | 17.2889230739038 |
167 | 70 | 57.8772969427229 | 12.1227030572771 |
168 | 19 | 58.3924492402899 | -39.3924492402899 |
169 | 50 | 39.4234077672197 | 10.5765922327803 |
170 | 41 | 89.5488784585346 | -48.5488784585346 |
171 | 91 | 107.321301801365 | -16.3213018013649 |
172 | 111 | 80.6260160999639 | 30.3739839000361 |
173 | 41 | 55.7681781436872 | -14.7681781436871 |
174 | 120 | 96.653103180767 | 23.3468968192331 |
175 | 135 | 62.5158383772866 | 72.4841616227134 |
176 | 27 | 42.9450760760705 | -15.9450760760705 |
177 | 87 | 91.1503818218054 | -4.15038182180544 |
178 | 25 | 29.6742369711966 | -4.67423697119659 |
179 | 131 | 96.241503807405 | 34.7584961925949 |
180 | 45 | 42.2082126889884 | 2.79178731101163 |
181 | 29 | 28.7869461044268 | 0.213053895573179 |
182 | 58 | 33.6621298019602 | 24.3378701980398 |
183 | 4 | 4.50001047242988 | -0.500010472429875 |
184 | 47 | 65.8757609392885 | -18.8757609392885 |
185 | 109 | 87.166112504767 | 21.8338874952329 |
186 | 7 | 1.23834504755054 | 5.76165495244946 |
187 | 12 | 13.0612257812938 | -1.06122578129385 |
188 | 0 | 4.65485156562865 | -4.65485156562865 |
189 | 37 | 43.8455401109971 | -6.84554011099715 |
190 | 37 | 34.2712640859108 | 2.72873591408925 |
191 | 46 | 60.6765593398352 | -14.6765593398352 |
192 | 15 | 32.8317848344481 | -17.8317848344481 |
193 | 42 | 26.0586423483995 | 15.9413576516005 |
194 | 7 | 25.5006291722009 | -18.5006291722009 |
195 | 54 | 55.0587827514144 | -1.05878275141443 |
196 | 54 | 39.1412168151971 | 14.8587831848029 |
197 | 14 | 25.2281989427404 | -11.2281989427404 |
198 | 16 | 36.2498879956286 | -20.2498879956286 |
199 | 33 | 41.2889801065986 | -8.28898010659862 |
200 | 32 | 31.3481516773845 | 0.651848322615543 |
201 | 21 | 27.3854715194417 | -6.38547151944171 |
202 | 15 | 15.0613598120658 | -0.0613598120657616 |
203 | 38 | 44.6837154643858 | -6.68371546438578 |
204 | 22 | 41.1260099464524 | -19.1260099464524 |
205 | 28 | 29.9133185206635 | -1.91331852066354 |
206 | 10 | 16.0768609053294 | -6.07686090532937 |
207 | 31 | 25.6840869321819 | 5.31591306781806 |
208 | 32 | 58.9610470361525 | -26.9610470361525 |
209 | 32 | 42.9288191090771 | -10.9288191090771 |
210 | 43 | 38.4950463900749 | 4.50495360992514 |
211 | 27 | 28.8741802483659 | -1.87418024836589 |
212 | 37 | 40.1518654695249 | -3.15186546952495 |
213 | 20 | 19.8848491354798 | 0.115150864520182 |
214 | 32 | 28.7281905789176 | 3.27180942108239 |
215 | 0 | 26.9216921488811 | -26.9216921488811 |
216 | 5 | 16.8414201880122 | -11.8414201880122 |
217 | 26 | 21.5740066627177 | 4.42599333728225 |
218 | 10 | 25.8343833743488 | -15.8343833743488 |
219 | 27 | 21.685655521176 | 5.31434447882398 |
220 | 11 | 25.7509597027039 | -14.7509597027039 |
221 | 29 | 28.1307196466661 | 0.869280353333883 |
222 | 25 | 44.8742612558525 | -19.8742612558525 |
223 | 55 | 32.3733237258579 | 22.6266762741421 |
224 | 23 | 26.7181427839251 | -3.71814278392508 |
225 | 5 | 8.30123428045057 | -3.30123428045057 |
226 | 43 | 40.5599017485401 | 2.44009825145988 |
227 | 23 | 28.5872381562335 | -5.58723815623351 |
228 | 34 | 26.9611634466291 | 7.03883655337093 |
229 | 36 | 19.0115660315454 | 16.9884339684546 |
230 | 35 | 37.8625748500336 | -2.86257485003362 |
231 | 0 | 8.50714498004167 | -8.50714498004167 |
232 | 37 | 28.805004455777 | 8.19499554422297 |
233 | 28 | 37.0474464533854 | -9.04744645338539 |
234 | 16 | 18.3066882494579 | -2.30668824945791 |
235 | 26 | 27.375168909632 | -1.37516890963204 |
236 | 38 | 21.9541363586073 | 16.0458636413927 |
237 | 23 | 50.5628643876409 | -27.5628643876409 |
238 | 22 | 14.5003317181587 | 7.49966828184126 |
239 | 30 | 24.0969897367668 | 5.90301026323325 |
240 | 16 | 13.8110108992706 | 2.18898910072938 |
241 | 18 | 33.9914998452755 | -15.9914998452755 |
242 | 28 | 49.9712582981964 | -21.9712582981964 |
243 | 32 | 17.5809466655827 | 14.4190533344173 |
244 | 21 | 20.7411881868568 | 0.258811813143232 |
245 | 23 | 26.3578839090625 | -3.35788390906251 |
246 | 29 | 33.4159722368139 | -4.41597223681394 |
247 | 50 | 39.4172432119015 | 10.5827567880985 |
248 | 12 | 30.3679327829807 | -18.3679327829807 |
249 | 21 | 32.0736686659146 | -11.0736686659146 |
250 | 18 | 18.5733859753018 | -0.573385975301781 |
251 | 27 | 52.1428607630505 | -25.1428607630505 |
252 | 41 | 38.4246730794583 | 2.57532692054169 |
253 | 13 | 5.1258648428091 | 7.8741351571909 |
254 | 12 | 33.5289267392016 | -21.5289267392015 |
255 | 21 | 27.2038999970328 | -6.20389999703282 |
256 | 8 | 7.73159864142281 | 0.268401358577186 |
257 | 26 | 14.5633947364408 | 11.4366052635592 |
258 | 27 | 30.8594332678879 | -3.85943326788794 |
259 | 13 | 19.5730719801606 | -6.57307198016061 |
260 | 16 | 13.3376133052296 | 2.66238669477038 |
261 | 2 | 7.89508239528836 | -5.89508239528836 |
262 | 42 | 26.3157084755701 | 15.6842915244299 |
263 | 5 | 9.90450093364577 | -4.90450093364578 |
264 | 37 | 18.6588895195283 | 18.3411104804717 |
265 | 17 | 22.640294497697 | -5.64029449769704 |
266 | 38 | 28.4112399188485 | 9.58876008115151 |
267 | 37 | 22.243536772604 | 14.756463227396 |
268 | 29 | 22.2603771881678 | 6.73962281183217 |
269 | 32 | 37.4767527919732 | -5.47675279197324 |
270 | 35 | 33.5394565895452 | 1.46054341045477 |
271 | 17 | 33.8169560251183 | -16.8169560251183 |
272 | 20 | 25.9442916015264 | -5.94429160152643 |
273 | 7 | 11.2124767299925 | -4.21247672999254 |
274 | 46 | 35.2281871234091 | 10.7718128765909 |
275 | 24 | 21.0716786093099 | 2.92832139069015 |
276 | 40 | 23.9065330999962 | 16.0934669000038 |
277 | 3 | 22.45073665534 | -19.45073665534 |
278 | 10 | 5.77365402693434 | 4.22634597306566 |
279 | 37 | 28.3551540586212 | 8.64484594137883 |
280 | 17 | 27.0495723793459 | -10.0495723793459 |
281 | 28 | 26.9181233771065 | 1.08187662289347 |
282 | 19 | 46.364440535536 | -27.364440535536 |
283 | 29 | 32.3643939321544 | -3.3643939321544 |
284 | 8 | 11.1406780748346 | -3.14067807483455 |
285 | 10 | 21.7728425776927 | -11.7728425776927 |
286 | 15 | 23.0797775533745 | -8.07977755337445 |
287 | 15 | 16.2446446200115 | -1.24464462001154 |
288 | 28 | 24.5055706289406 | 3.49442937105943 |
289 | 17 | 23.8187847115031 | -6.81878471150311 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.787367064101253 | 0.425265871797493 | 0.212632935898747 |
7 | 0.846173001192172 | 0.307653997615655 | 0.153826998807828 |
8 | 0.761986745256808 | 0.476026509486384 | 0.238013254743192 |
9 | 0.657490975703479 | 0.685018048593041 | 0.34250902429652 |
10 | 0.682856707982315 | 0.63428658403537 | 0.317143292017685 |
11 | 0.632962678985063 | 0.734074642029874 | 0.367037321014937 |
12 | 0.535638797849614 | 0.928722404300772 | 0.464361202150386 |
13 | 0.58735157464171 | 0.82529685071658 | 0.41264842535829 |
14 | 0.499524403529544 | 0.999048807059088 | 0.500475596470456 |
15 | 0.442696886039138 | 0.885393772078276 | 0.557303113960862 |
16 | 0.360015252963106 | 0.720030505926213 | 0.639984747036894 |
17 | 0.551525379636967 | 0.896949240726067 | 0.448474620363033 |
18 | 0.480585703516382 | 0.961171407032763 | 0.519414296483618 |
19 | 0.464403082358313 | 0.928806164716626 | 0.535596917641687 |
20 | 0.523517767821236 | 0.952964464357529 | 0.476482232178764 |
21 | 0.601030500273664 | 0.797938999452672 | 0.398969499726336 |
22 | 0.560793581303148 | 0.878412837393705 | 0.439206418696852 |
23 | 0.727787352814314 | 0.544425294371373 | 0.272212647185686 |
24 | 0.679803773201061 | 0.640392453597878 | 0.320196226798939 |
25 | 0.67237871616511 | 0.655242567669779 | 0.327621283834889 |
26 | 0.931392168695715 | 0.137215662608569 | 0.0686078313042847 |
27 | 0.910034231982367 | 0.179931536035267 | 0.0899657680176333 |
28 | 0.88696959990735 | 0.2260608001853 | 0.11303040009265 |
29 | 0.893649353537425 | 0.21270129292515 | 0.106350646462575 |
30 | 0.869060331038785 | 0.261879337922429 | 0.130939668961215 |
31 | 0.869661549902723 | 0.260676900194554 | 0.130338450097277 |
32 | 0.839491709026743 | 0.321016581946514 | 0.160508290973257 |
33 | 0.85540915140754 | 0.289181697184922 | 0.144590848592461 |
34 | 0.840223830826456 | 0.319552338347088 | 0.159776169173544 |
35 | 0.806491900710131 | 0.387016198579738 | 0.193508099289869 |
36 | 0.774589721090794 | 0.450820557818411 | 0.225410278909206 |
37 | 0.73482506987718 | 0.53034986024564 | 0.26517493012282 |
38 | 0.693433724222567 | 0.613132551554865 | 0.306566275777433 |
39 | 0.740355496054668 | 0.519289007890665 | 0.259644503945332 |
40 | 0.699558585442944 | 0.600882829114112 | 0.300441414557056 |
41 | 0.655516977813267 | 0.688966044373465 | 0.344483022186732 |
42 | 0.609863870508628 | 0.780272258982744 | 0.390136129491372 |
43 | 0.581986152383416 | 0.836027695233169 | 0.418013847616584 |
44 | 0.534830203396586 | 0.930339593206828 | 0.465169796603414 |
45 | 0.509220283840786 | 0.981559432318428 | 0.490779716159214 |
46 | 0.462412370055573 | 0.924824740111146 | 0.537587629944427 |
47 | 0.415989202241248 | 0.831978404482497 | 0.584010797758752 |
48 | 0.376371176880447 | 0.752742353760895 | 0.623628823119553 |
49 | 0.335604593386415 | 0.671209186772831 | 0.664395406613585 |
50 | 0.3328060226764 | 0.6656120453528 | 0.6671939773236 |
51 | 0.6015671519892 | 0.7968656960216 | 0.3984328480108 |
52 | 0.568160071107645 | 0.86367985778471 | 0.431839928892355 |
53 | 0.560785011240337 | 0.878429977519326 | 0.439214988759663 |
54 | 0.518739194949012 | 0.962521610101977 | 0.481260805050988 |
55 | 0.54063700987047 | 0.918725980259059 | 0.459362990129529 |
56 | 0.508224175667972 | 0.983551648664057 | 0.491775824332029 |
57 | 0.465337208630401 | 0.930674417260802 | 0.534662791369599 |
58 | 0.621781565689038 | 0.756436868621923 | 0.378218434310962 |
59 | 0.585408491663406 | 0.829183016673188 | 0.414591508336594 |
60 | 0.547117622263529 | 0.905764755472942 | 0.452882377736471 |
61 | 0.508095744137346 | 0.983808511725307 | 0.491904255862654 |
62 | 0.474412849496637 | 0.948825698993275 | 0.525587150503363 |
63 | 0.522873840677353 | 0.954252318645294 | 0.477126159322647 |
64 | 0.486429441349517 | 0.972858882699034 | 0.513570558650483 |
65 | 0.448986233813698 | 0.897972467627397 | 0.551013766186302 |
66 | 0.479775398085252 | 0.959550796170504 | 0.520224601914748 |
67 | 0.439528216542656 | 0.879056433085312 | 0.560471783457344 |
68 | 0.406122245001715 | 0.81224449000343 | 0.593877754998285 |
69 | 0.369630243340046 | 0.739260486680092 | 0.630369756659954 |
70 | 0.334097623112117 | 0.668195246224234 | 0.665902376887883 |
71 | 0.355205557479742 | 0.710411114959485 | 0.644794442520258 |
72 | 0.47532107868326 | 0.95064215736652 | 0.52467892131674 |
73 | 0.449893563872783 | 0.899787127745565 | 0.550106436127217 |
74 | 0.412824971741699 | 0.825649943483397 | 0.587175028258301 |
75 | 0.377745917220752 | 0.755491834441504 | 0.622254082779248 |
76 | 0.484822760068733 | 0.969645520137465 | 0.515177239931267 |
77 | 0.803018801944767 | 0.393962396110466 | 0.196981198055233 |
78 | 0.781265632732903 | 0.437468734534194 | 0.218734367267097 |
79 | 0.754077949245008 | 0.491844101509984 | 0.245922050754992 |
80 | 0.727232526340554 | 0.545534947318892 | 0.272767473659446 |
81 | 0.695471834723314 | 0.609056330553373 | 0.304528165276686 |
82 | 0.827405904516026 | 0.345188190967948 | 0.172594095483974 |
83 | 0.823332854056909 | 0.353334291886182 | 0.176667145943091 |
84 | 0.799304012448148 | 0.401391975103705 | 0.200695987551852 |
85 | 0.88679001155131 | 0.226419976897381 | 0.11320998844869 |
86 | 0.943518979191497 | 0.112962041617006 | 0.0564810208085032 |
87 | 0.932823206907252 | 0.134353586185496 | 0.067176793092748 |
88 | 0.922090169842072 | 0.155819660315856 | 0.0779098301579279 |
89 | 0.908289974269268 | 0.183420051461464 | 0.091710025730732 |
90 | 0.910958357428212 | 0.178083285143576 | 0.089041642571788 |
91 | 0.918857210633019 | 0.162285578733962 | 0.0811427893669811 |
92 | 0.908393098747037 | 0.183213802505926 | 0.091606901252963 |
93 | 0.902183379125882 | 0.195633241748237 | 0.0978166208741185 |
94 | 0.886892648691978 | 0.226214702616044 | 0.113107351308022 |
95 | 0.871598962545886 | 0.256802074908227 | 0.128401037454114 |
96 | 0.931886384265622 | 0.136227231468756 | 0.0681136157343781 |
97 | 0.92152086045539 | 0.156958279089221 | 0.0784791395446103 |
98 | 0.983246608960143 | 0.0335067820797139 | 0.016753391039857 |
99 | 0.979318298769122 | 0.0413634024617566 | 0.0206817012308783 |
100 | 0.992716744136205 | 0.0145665117275904 | 0.0072832558637952 |
101 | 0.992833849982068 | 0.0143323000358641 | 0.00716615001793203 |
102 | 0.993734877571731 | 0.0125302448565375 | 0.00626512242826875 |
103 | 0.996985619488235 | 0.0060287610235292 | 0.0030143805117646 |
104 | 0.996404873140725 | 0.00719025371854997 | 0.00359512685927499 |
105 | 0.995564707319388 | 0.00887058536122346 | 0.00443529268061173 |
106 | 0.996200333505675 | 0.00759933298864915 | 0.00379966649432458 |
107 | 0.995292188990137 | 0.00941562201972667 | 0.00470781100986333 |
108 | 0.994147013929117 | 0.0117059721417651 | 0.00585298607088256 |
109 | 0.992603963119757 | 0.0147920737604864 | 0.0073960368802432 |
110 | 0.990719223296089 | 0.0185615534078226 | 0.00928077670391129 |
111 | 0.99105227634884 | 0.017895447302319 | 0.0089477236511595 |
112 | 0.989525918344186 | 0.0209481633116279 | 0.0104740816558139 |
113 | 0.988275060678563 | 0.0234498786428734 | 0.0117249393214367 |
114 | 0.988767411663718 | 0.0224651766725641 | 0.0112325883362821 |
115 | 0.987358601991361 | 0.0252827960172776 | 0.0126413980086388 |
116 | 0.99153655670344 | 0.0169268865931219 | 0.00846344329656096 |
117 | 0.99949935209889 | 0.00100129580221866 | 0.000500647901109328 |
118 | 0.999507583994308 | 0.000984832011384704 | 0.000492416005692352 |
119 | 0.999937725238412 | 0.000124549523175736 | 6.22747615878679e-05 |
120 | 0.999915369487063 | 0.000169261025874214 | 8.46305129371068e-05 |
121 | 0.999891567072325 | 0.000216865855349259 | 0.00010843292767463 |
122 | 0.999855921448814 | 0.00028815710237176 | 0.00014407855118588 |
123 | 0.999808038443585 | 0.000383923112830963 | 0.000191961556415482 |
124 | 0.999805269332525 | 0.000389461334949119 | 0.000194730667474559 |
125 | 0.999927813985697 | 0.000144372028605821 | 7.21860143029105e-05 |
126 | 0.99990007094271 | 0.000199858114579763 | 9.99290572898814e-05 |
127 | 0.999878199477524 | 0.000243601044952811 | 0.000121800522476406 |
128 | 0.999864951537314 | 0.000270096925372791 | 0.000135048462686396 |
129 | 0.999965956436881 | 6.80871262376424e-05 | 3.40435631188212e-05 |
130 | 0.999953204130032 | 9.35917399364612e-05 | 4.67958699682306e-05 |
131 | 0.999948185770345 | 0.000103628459309406 | 5.18142296547031e-05 |
132 | 0.999994034446553 | 1.19311068940292e-05 | 5.96555344701462e-06 |
133 | 0.999991351618738 | 1.72967625243744e-05 | 8.64838126218721e-06 |
134 | 0.999988572409942 | 2.2855180116958e-05 | 1.1427590058479e-05 |
135 | 0.999992005895819 | 1.598820836239e-05 | 7.99410418119502e-06 |
136 | 0.99998965088098 | 2.06982380403413e-05 | 1.03491190201707e-05 |
137 | 0.99998524287215 | 2.9514255700079e-05 | 1.47571278500395e-05 |
138 | 0.999985311090432 | 2.93778191358434e-05 | 1.46889095679217e-05 |
139 | 0.99997994665826 | 4.01066834801392e-05 | 2.00533417400696e-05 |
140 | 0.99997243627244 | 5.51274551192504e-05 | 2.75637275596252e-05 |
141 | 0.999961105453045 | 7.77890939097049e-05 | 3.88945469548524e-05 |
142 | 0.999949177336632 | 0.000101645326736561 | 5.08226633682804e-05 |
143 | 0.999955714848847 | 8.85703023056763e-05 | 4.42851511528382e-05 |
144 | 0.999950330745264 | 9.93385094726315e-05 | 4.96692547363157e-05 |
145 | 0.999941922242034 | 0.000116155515931927 | 5.80777579659636e-05 |
146 | 0.999918853424424 | 0.000162293151152461 | 8.11465755762305e-05 |
147 | 0.999944212602612 | 0.000111574794775443 | 5.57873973877213e-05 |
148 | 0.99996285820574 | 7.42835885208737e-05 | 3.71417942604368e-05 |
149 | 0.999948266741772 | 0.000103466516457029 | 5.17332582285143e-05 |
150 | 0.999940390102075 | 0.000119219795849759 | 5.96098979248794e-05 |
151 | 0.999919285920428 | 0.00016142815914356 | 8.07140795717801e-05 |
152 | 0.999932155396688 | 0.000135689206624187 | 6.78446033120936e-05 |
153 | 0.999911416505366 | 0.000177166989268987 | 8.85834946344935e-05 |
154 | 0.99991202435771 | 0.000175951284581065 | 8.79756422905323e-05 |
155 | 0.999976755015497 | 4.64899690061758e-05 | 2.32449845030879e-05 |
156 | 0.999971595155454 | 5.68096890922114e-05 | 2.84048445461057e-05 |
157 | 0.999959559760284 | 8.0880479431161e-05 | 4.04402397155805e-05 |
158 | 0.999944958939874 | 0.000110082120252942 | 5.50410601264708e-05 |
159 | 0.999925150774225 | 0.000149698451549203 | 7.48492257746017e-05 |
160 | 0.999930079968808 | 0.000139840062384699 | 6.99200311923497e-05 |
161 | 0.999948675219428 | 0.000102649561143698 | 5.1324780571849e-05 |
162 | 0.999992029876796 | 1.59402464076661e-05 | 7.97012320383305e-06 |
163 | 0.999989419927546 | 2.11601449073598e-05 | 1.05800724536799e-05 |
164 | 0.999985960005744 | 2.80799885126842e-05 | 1.40399942563421e-05 |
165 | 0.999979538511263 | 4.09229774739677e-05 | 2.04614887369838e-05 |
166 | 0.99998136416647 | 3.72716670603524e-05 | 1.86358335301762e-05 |
167 | 0.999979627092389 | 4.07458152226179e-05 | 2.0372907611309e-05 |
168 | 0.999996191287994 | 7.61742401206076e-06 | 3.80871200603038e-06 |
169 | 0.999995446106378 | 9.10778724462974e-06 | 4.55389362231487e-06 |
170 | 0.999999658208037 | 6.83583926280452e-07 | 3.41791963140226e-07 |
171 | 0.999999628945194 | 7.42109611650534e-07 | 3.71054805825267e-07 |
172 | 0.999999814473273 | 3.71053453345095e-07 | 1.85526726672548e-07 |
173 | 0.999999764573392 | 4.70853216830576e-07 | 2.35426608415288e-07 |
174 | 0.999999847649518 | 3.04700963595051e-07 | 1.52350481797526e-07 |
175 | 0.999999999992383 | 1.52334599339443e-11 | 7.61672996697216e-12 |
176 | 0.999999999991625 | 1.67497346516309e-11 | 8.37486732581543e-12 |
177 | 0.999999999985245 | 2.95103974452509e-11 | 1.47551987226254e-11 |
178 | 0.99999999997353 | 5.29394896475153e-11 | 2.64697448237576e-11 |
179 | 0.999999999999948 | 1.04025090028287e-13 | 5.20125450141436e-14 |
180 | 0.999999999999899 | 2.01604874084694e-13 | 1.00802437042347e-13 |
181 | 0.999999999999806 | 3.88776935407509e-13 | 1.94388467703755e-13 |
182 | 0.999999999999978 | 4.39265739207853e-14 | 2.19632869603927e-14 |
183 | 0.999999999999956 | 8.81537429690081e-14 | 4.4076871484504e-14 |
184 | 0.999999999999934 | 1.31252027244364e-13 | 6.56260136221821e-14 |
185 | 0.999999999999997 | 5.62954474891394e-15 | 2.81477237445697e-15 |
186 | 0.999999999999994 | 1.21477545927521e-14 | 6.07387729637606e-15 |
187 | 0.999999999999988 | 2.42407405198141e-14 | 1.21203702599071e-14 |
188 | 0.999999999999982 | 3.55565245491476e-14 | 1.77782622745738e-14 |
189 | 0.999999999999963 | 7.33198953972181e-14 | 3.66599476986091e-14 |
190 | 0.999999999999937 | 1.25854059835896e-13 | 6.29270299179479e-14 |
191 | 0.999999999999883 | 2.33479318284964e-13 | 1.16739659142482e-13 |
192 | 0.999999999999886 | 2.28145625087444e-13 | 1.14072812543722e-13 |
193 | 0.999999999999913 | 1.74189487482098e-13 | 8.70947437410492e-14 |
194 | 0.999999999999922 | 1.57008785348966e-13 | 7.85043926744832e-14 |
195 | 0.999999999999915 | 1.69471111843221e-13 | 8.47355559216105e-14 |
196 | 0.999999999999965 | 7.07042545333373e-14 | 3.53521272666686e-14 |
197 | 0.999999999999947 | 1.05974423357989e-13 | 5.29872116789947e-14 |
198 | 0.99999999999993 | 1.4150986741628e-13 | 7.07549337081402e-14 |
199 | 0.999999999999855 | 2.9098216422301e-13 | 1.45491082111505e-13 |
200 | 0.999999999999737 | 5.26979655287109e-13 | 2.63489827643555e-13 |
201 | 0.999999999999472 | 1.05629500493665e-12 | 5.28147502468326e-13 |
202 | 0.999999999998919 | 2.16261330016658e-12 | 1.08130665008329e-12 |
203 | 0.999999999997828 | 4.34394107464273e-12 | 2.17197053732136e-12 |
204 | 0.999999999997058 | 5.8837484558131e-12 | 2.94187422790655e-12 |
205 | 0.999999999993936 | 1.21288268433375e-11 | 6.06441342166873e-12 |
206 | 0.99999999998993 | 2.01379750528862e-11 | 1.00689875264431e-11 |
207 | 0.999999999982256 | 3.54887575432676e-11 | 1.77443787716338e-11 |
208 | 0.999999999983367 | 3.32666468710666e-11 | 1.66333234355333e-11 |
209 | 0.999999999969019 | 6.19617445624697e-11 | 3.09808722812348e-11 |
210 | 0.999999999952133 | 9.573449845722e-11 | 4.786724922861e-11 |
211 | 0.999999999902888 | 1.94223768471825e-10 | 9.71118842359124e-11 |
212 | 0.99999999981275 | 3.74501661240016e-10 | 1.87250830620008e-10 |
213 | 0.999999999625697 | 7.48605357587586e-10 | 3.74302678793793e-10 |
214 | 0.999999999346783 | 1.30643363203666e-09 | 6.5321681601833e-10 |
215 | 0.999999999787367 | 4.25266791190838e-10 | 2.12633395595419e-10 |
216 | 0.999999999778488 | 4.43023452917461e-10 | 2.21511726458731e-10 |
217 | 0.999999999579371 | 8.41257735460061e-10 | 4.2062886773003e-10 |
218 | 0.999999999542184 | 9.15632998365971e-10 | 4.57816499182986e-10 |
219 | 0.99999999915325 | 1.69350132139072e-09 | 8.46750660695362e-10 |
220 | 0.999999999093292 | 1.81341538740454e-09 | 9.06707693702269e-10 |
221 | 0.999999998246925 | 3.50614927302966e-09 | 1.75307463651483e-09 |
222 | 0.999999997602517 | 4.79496689730101e-09 | 2.3974834486505e-09 |
223 | 0.999999999618096 | 7.63808326771642e-10 | 3.81904163385821e-10 |
224 | 0.999999999212106 | 1.57578881241974e-09 | 7.87894406209868e-10 |
225 | 0.999999998787614 | 2.42477159793064e-09 | 1.21238579896532e-09 |
226 | 0.999999998462783 | 3.07443419794157e-09 | 1.53721709897079e-09 |
227 | 0.999999996927627 | 6.14474560733711e-09 | 3.07237280366855e-09 |
228 | 0.999999995305845 | 9.38831044571658e-09 | 4.69415522285829e-09 |
229 | 0.99999999637458 | 7.25083864908306e-09 | 3.62541932454153e-09 |
230 | 0.999999992953443 | 1.40931144605352e-08 | 7.04655723026761e-09 |
231 | 0.99999999324366 | 1.35126807520082e-08 | 6.75634037600411e-09 |
232 | 0.999999991809093 | 1.63818139058319e-08 | 8.19090695291593e-09 |
233 | 0.99999998350571 | 3.29885807340497e-08 | 1.64942903670248e-08 |
234 | 0.999999968109254 | 6.37814915435373e-08 | 3.18907457717687e-08 |
235 | 0.99999993613839 | 1.27723220418907e-07 | 6.38616102094536e-08 |
236 | 0.999999951330527 | 9.73389457896111e-08 | 4.86694728948056e-08 |
237 | 0.999999955467406 | 8.90651872126982e-08 | 4.45325936063491e-08 |
238 | 0.999999916175196 | 1.67649608422755e-07 | 8.38248042113775e-08 |
239 | 0.999999859644433 | 2.80711133002551e-07 | 1.40355566501275e-07 |
240 | 0.999999717651139 | 5.64697722637717e-07 | 2.82348861318858e-07 |
241 | 0.999999609814918 | 7.80370164919672e-07 | 3.90185082459836e-07 |
242 | 0.999999491933905 | 1.01613218991836e-06 | 5.08066094959178e-07 |
243 | 0.999999471066465 | 1.05786706946119e-06 | 5.28933534730596e-07 |
244 | 0.999998948072944 | 2.10385411143416e-06 | 1.05192705571708e-06 |
245 | 0.999997929063935 | 4.14187212939421e-06 | 2.07093606469711e-06 |
246 | 0.999995997083966 | 8.0058320675238e-06 | 4.0029160337619e-06 |
247 | 0.999997595363837 | 4.8092723266404e-06 | 2.4046361633202e-06 |
248 | 0.999997646249492 | 4.70750101550671e-06 | 2.35375050775335e-06 |
249 | 0.999995878170877 | 8.2436582453015e-06 | 4.12182912265075e-06 |
250 | 0.999991876345927 | 1.62473081461429e-05 | 8.12365407307145e-06 |
251 | 0.999993392851872 | 1.32142962562968e-05 | 6.6071481281484e-06 |
252 | 0.999990068680132 | 1.98626397353923e-05 | 9.93131986769614e-06 |
253 | 0.999981484919215 | 3.70301615701244e-05 | 1.85150807850622e-05 |
254 | 0.999990207332032 | 1.95853359360151e-05 | 9.79266796800754e-06 |
255 | 0.999983391362826 | 3.32172743478037e-05 | 1.66086371739018e-05 |
256 | 0.999967963652386 | 6.40726952273685e-05 | 3.20363476136842e-05 |
257 | 0.999968615574684 | 6.27688506317413e-05 | 3.13844253158706e-05 |
258 | 0.999939396863336 | 0.00012120627332713 | 6.06031366635649e-05 |
259 | 0.999904318951932 | 0.000191362096135847 | 9.56810480679236e-05 |
260 | 0.999816270662788 | 0.000367458674423874 | 0.000183729337211937 |
261 | 0.999713734028248 | 0.000572531943504577 | 0.000286265971752289 |
262 | 0.99976651094303 | 0.000466978113940218 | 0.000233489056970109 |
263 | 0.999655359835254 | 0.000689280329492445 | 0.000344640164746223 |
264 | 0.99979532949418 | 0.000409341011640636 | 0.000204670505820318 |
265 | 0.99958506928994 | 0.0008298614201204 | 0.0004149307100602 |
266 | 0.999458774446318 | 0.0010824511073645 | 0.000541225553682249 |
267 | 0.999618899667197 | 0.000762200665605967 | 0.000381100332802983 |
268 | 0.999499096919951 | 0.00100180616009791 | 0.000500903080048954 |
269 | 0.99908580002518 | 0.00182839994963835 | 0.000914199974819177 |
270 | 0.99900063815622 | 0.00199872368755774 | 0.000999361843778871 |
271 | 0.999570220283474 | 0.000859559433052225 | 0.000429779716526113 |
272 | 0.999025211491309 | 0.00194957701738277 | 0.000974788508691383 |
273 | 0.998239572468021 | 0.00352085506395757 | 0.00176042753197879 |
274 | 0.997437829749637 | 0.00512434050072524 | 0.00256217025036262 |
275 | 0.994821820765328 | 0.0103563584693433 | 0.00517817923467167 |
276 | 0.998468551319652 | 0.00306289736069595 | 0.00153144868034797 |
277 | 0.99834909588587 | 0.00330180822825892 | 0.00165090411412946 |
278 | 0.996366103538871 | 0.00726779292225723 | 0.00363389646112862 |
279 | 0.996775726715432 | 0.0064485465691352 | 0.0032242732845676 |
280 | 0.993849842164566 | 0.0123003156708688 | 0.00615015783543442 |
281 | 0.986211957914168 | 0.0275760841716636 | 0.0137880420858318 |
282 | 0.982473920689896 | 0.0350521586202077 | 0.0175260793101039 |
283 | 0.942489087680136 | 0.115021824639728 | 0.057510912319864 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 167 | 0.600719424460432 | NOK |
5% type I error level | 185 | 0.66546762589928 | NOK |
10% type I error level | 185 | 0.66546762589928 | NOK |