Multiple Linear Regression - Estimated Regression Equation |
logins[t] = + 14.2039599180035 + 0.000294507829170254time_in_rfc[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) | 14.2039599180035 | 2.724097 | 5.2142 | 0 | 0 |
time_in_rfc | 0.000294507829170254 | 1.7e-05 | 17.3737 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.715963924794207 |
R-squared | 0.512604341606724 |
Adjusted R-squared | 0.510906098894553 |
F-TEST (value) | 301.843981388981 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 287 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 23.6869725126457 |
Sum Squared Residuals | 161027.855375857 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 56 | 76.3177226448144 | -20.3177226448144 |
2 | 56 | 49.8341061066792 | 6.16589389332079 |
3 | 54 | 66.1869478291868 | -12.1869478291868 |
4 | 89 | 67.0153983526427 | 21.9846016473573 |
5 | 40 | 50.4829068543413 | -10.4829068543413 |
6 | 25 | 29.7380698754178 | -4.73806987541776 |
7 | 92 | 127.746741329328 | -35.7467413293284 |
8 | 18 | 23.9727846115809 | -5.97278461158086 |
9 | 63 | 44.139208214014 | 18.860791785986 |
10 | 44 | 58.1035914419508 | -14.1035914419508 |
11 | 33 | 62.9291022229054 | -29.9291022229054 |
12 | 84 | 84.0650455989671 | -0.0650455989670901 |
13 | 88 | 65.249823916767 | 22.750176083233 |
14 | 55 | 53.4120817232687 | 1.58791827673134 |
15 | 60 | 90.4440851787948 | -30.4440851787948 |
16 | 66 | 67.2398133184705 | -1.23981331847045 |
17 | 154 | 109.859808324673 | 44.140191675327 |
18 | 53 | 82.2246661744822 | -29.2246661744822 |
19 | 119 | 83.9389962480822 | 35.0610037519178 |
20 | 41 | 54.1018190591854 | -13.1018190591854 |
21 | 61 | 73.9669611523774 | -12.9669611523774 |
22 | 58 | 77.5664358404963 | -19.5664358404963 |
23 | 75 | 115.602121977835 | -40.6021219778346 |
24 | 33 | 59.5390226013266 | -26.5390226013266 |
25 | 40 | 53.3567142513847 | -13.3567142513847 |
26 | 92 | 65.6615458619471 | 26.3384541380529 |
27 | 100 | 65.5705429427335 | 34.4294570572666 |
28 | 112 | 80.6296117716961 | 31.3703882283039 |
29 | 73 | 80.0653347710059 | -7.06533477100586 |
30 | 40 | 50.9635436315472 | -10.9635436315472 |
31 | 45 | 79.4957566293906 | -34.4957566293906 |
32 | 60 | 76.2764915487305 | -16.2764915487305 |
33 | 62 | 64.3486299595061 | -2.34862995950606 |
34 | 75 | 90.9412143944342 | -15.9412143944342 |
35 | 31 | 39.1938327465871 | -8.19383274658712 |
36 | 77 | 100.914133013627 | -23.9141330136265 |
37 | 34 | 43.9524902503201 | -9.95249025032009 |
38 | 46 | 77.7119227081064 | -31.7119227081064 |
39 | 99 | 109.950516736057 | -10.9505167360574 |
40 | 17 | 16.3173481001293 | 0.68265189987074 |
41 | 66 | 63.5463906328463 | 2.45360936715371 |
42 | 30 | 45.5419490043519 | -15.541949004352 |
43 | 76 | 42.6416359026833 | 33.3583640973167 |
44 | 146 | 92.4750111687529 | 53.5249888312471 |
45 | 67 | 93.6182905615918 | -26.6182905615918 |
46 | 56 | 58.1186113412385 | -2.1186113412385 |
47 | 107 | 65.9855044740343 | 41.0144955259657 |
48 | 58 | 59.2256662710895 | -1.22566627108949 |
49 | 34 | 47.0901766623 | -13.0901766623 |
50 | 61 | 48.4870272960545 | 12.5129727039455 |
51 | 119 | 120.904440934216 | -1.90444093421588 |
52 | 42 | 37.4111768566196 | 4.58882314338044 |
53 | 66 | 68.1480754636315 | -2.14807546363151 |
54 | 89 | 96.0668286533133 | -7.06682865331329 |
55 | 44 | 58.5653797180898 | -14.5653797180898 |
56 | 66 | 63.919532052405 | 2.080467947595 |
57 | 24 | 21.3275152899736 | 2.67248471002637 |
58 | 259 | 111.175669305406 | 147.824330694594 |
59 | 17 | 33.355509541116 | -16.355509541116 |
60 | 64 | 43.9778179236287 | 20.0221820763713 |
61 | 41 | 78.6852710835141 | -37.6852710835141 |
62 | 68 | 86.0791846426625 | -18.0791846426625 |
63 | 168 | 114.798999127687 | 53.2010008723127 |
64 | 43 | 44.7140874965544 | -1.71408749655437 |
65 | 132 | 82.9208826826407 | 49.0791173173593 |
66 | 105 | 89.7340268026653 | 15.2659731973347 |
67 | 71 | 74.9199884875723 | -3.91998848757234 |
68 | 112 | 105.93519699315 | 6.06480300684982 |
69 | 94 | 83.6489060363495 | 10.3510939636505 |
70 | 82 | 66.6083885327294 | 15.3916114672706 |
71 | 70 | 75.2189139341802 | -5.21891393418015 |
72 | 57 | 72.0903572649045 | -15.0903572649045 |
73 | 53 | 65.5025116341951 | -12.5025116341951 |
74 | 103 | 56.3910284153258 | 46.6089715846742 |
75 | 121 | 69.4415538493473 | 51.5584461506527 |
76 | 62 | 69.477483804506 | -7.47748380450604 |
77 | 52 | 49.2551037145305 | 2.74489628546948 |
78 | 52 | 67.8609303301905 | -15.8609303301905 |
79 | 32 | 35.8697228787425 | -3.86972287874246 |
80 | 62 | 71.6268019417906 | -9.62680194179056 |
81 | 45 | 63.5304872100711 | -18.5304872100711 |
82 | 46 | 56.5412274082026 | -10.5412274082026 |
83 | 63 | 95.3529416754046 | -32.3529416754046 |
84 | 75 | 85.8279694643802 | -10.8279694643802 |
85 | 88 | 68.0985981483309 | 19.9014018516691 |
86 | 46 | 54.1536524371194 | -8.15365243711936 |
87 | 53 | 59.0572077928041 | -6.0572077928041 |
88 | 37 | 49.6099856486807 | -12.6099856486807 |
89 | 90 | 116.246505108059 | -26.2465051080591 |
90 | 63 | 57.1402563327349 | 5.85974366726509 |
91 | 78 | 71.1438091019513 | 6.85619089804866 |
92 | 25 | 38.0452522128231 | -13.0452522128231 |
93 | 45 | 50.3618641365523 | -5.36186413655234 |
94 | 46 | 52.6622647902012 | -6.66226479020119 |
95 | 41 | 47.368781068695 | -6.36878106869504 |
96 | 144 | 98.571028724748 | 45.428971275252 |
97 | 82 | 85.1997842647601 | -3.19978426476008 |
98 | 91 | 57.9224691270111 | 33.0775308729889 |
99 | 71 | 74.4935411509338 | -3.49354115093382 |
100 | 63 | 67.8276509454943 | -4.82765094549428 |
101 | 53 | 55.5363666950737 | -2.53636669507371 |
102 | 62 | 79.1476483753113 | -17.1476483753114 |
103 | 63 | 85.7870328761256 | -22.7870328761256 |
104 | 32 | 62.1395267329 | -30.1395267329 |
105 | 39 | 67.9849181262712 | -28.9849181262712 |
106 | 62 | 82.570418365928 | -20.5704183659281 |
107 | 117 | 92.3421881377971 | 24.6578118622029 |
108 | 34 | 39.4061728914189 | -5.40617289141887 |
109 | 92 | 105.748479029456 | -13.7484790294562 |
110 | 93 | 80.485891951061 | 12.514108048939 |
111 | 54 | 82.6231352673495 | -28.6231352673495 |
112 | 144 | 56.8975818814986 | 87.1024181185014 |
113 | 14 | 26.9523203192963 | -12.9523203192963 |
114 | 61 | 60.0747323425873 | 0.92526765741267 |
115 | 109 | 62.712049952807 | 46.287950047193 |
116 | 38 | 73.6768709406447 | -35.6768709406447 |
117 | 73 | 83.5470063274566 | -10.5470063274566 |
118 | 75 | 79.2315831066249 | -4.23158310662487 |
119 | 50 | 43.497475654252 | 6.50252434574795 |
120 | 61 | 41.4933498767485 | 19.5066501232515 |
121 | 55 | 53.4700997656152 | 1.5299002343848 |
122 | 77 | 32.2752548237195 | 44.7247451762805 |
123 | 75 | 51.2913308454137 | 23.7086691545863 |
124 | 72 | 43.8756237069067 | 28.1243762930933 |
125 | 50 | 80.335398450355 | -30.335398450355 |
126 | 32 | 38.4466663839822 | -6.44666638398218 |
127 | 53 | 44.2467035716612 | 8.75329642833883 |
128 | 42 | 44.1032782588553 | -2.10327825885526 |
129 | 71 | 85.9198559070814 | -14.9198559070814 |
130 | 10 | 20.9593805035108 | -10.9593805035108 |
131 | 35 | 26.4454723452943 | 8.55452765470568 |
132 | 65 | 59.1087466629089 | 5.89125333709111 |
133 | 25 | 32.4213307069879 | -7.42133070698795 |
134 | 66 | 43.6320657321829 | 22.3679342678172 |
135 | 41 | 53.222418681283 | -12.222418681283 |
136 | 86 | 107.678977849667 | -21.6789778496673 |
137 | 16 | 20.4045277533541 | -4.40452775335405 |
138 | 42 | 75.9448757330848 | -33.9448757330848 |
139 | 19 | 20.8739732330514 | -1.87397323305144 |
140 | 19 | 23.4556288635579 | -4.45562886355789 |
141 | 45 | 27.9568865245961 | 17.0431134754039 |
142 | 65 | 52.9900520040677 | 12.0099479959323 |
143 | 35 | 41.2206356269368 | -6.22063562693681 |
144 | 95 | 86.2844565995941 | 8.71554340040588 |
145 | 49 | 68.5435994782072 | -19.5435994782072 |
146 | 37 | 37.7242386790276 | -0.724238679027547 |
147 | 64 | 52.0255388635351 | 11.9744611364649 |
148 | 38 | 43.018311416192 | -5.01831141619204 |
149 | 34 | 25.4582821019156 | 8.54171789808438 |
150 | 32 | 58.7043874134581 | -26.7043874134581 |
151 | 65 | 94.4449740380727 | -29.4449740380727 |
152 | 52 | 65.0047934028974 | -13.0047934028974 |
153 | 62 | 46.0234693050453 | 15.9765306949547 |
154 | 65 | 110.834040223568 | -45.8340402235682 |
155 | 83 | 88.0014372436567 | -5.00143724365671 |
156 | 95 | 117.595939981317 | -22.5959399813172 |
157 | 29 | 60.7406145443413 | -31.7406145443413 |
158 | 18 | 43.3207709567499 | -25.3207709567499 |
159 | 33 | 39.3664143344809 | -6.36641433448088 |
160 | 247 | 81.717523692651 | 165.282476307349 |
161 | 139 | 117.758508303019 | 21.2414916969808 |
162 | 29 | 39.0035806889431 | -10.0035806889431 |
163 | 118 | 49.6759554024148 | 68.3240445975852 |
164 | 110 | 109.80061225101 | 0.199387748990234 |
165 | 67 | 52.8048065795196 | 14.1951934204804 |
166 | 42 | 74.3633686904406 | -32.3633686904406 |
167 | 65 | 62.9576694823349 | 2.04233051766505 |
168 | 94 | 55.9421984836703 | 38.0578015163297 |
169 | 64 | 48.3810044775532 | 15.6189955224468 |
170 | 81 | 87.8447590785381 | -6.84475907853813 |
171 | 95 | 102.490044407517 | -7.49004440751654 |
172 | 67 | 71.8797841670478 | -4.87978416704781 |
173 | 63 | 65.2303864000418 | -2.2303864000418 |
174 | 83 | 89.1526683478832 | -6.15266834788323 |
175 | 45 | 44.9473376972572 | 0.0526623027427928 |
176 | 30 | 54.2817633428084 | -24.2817633428084 |
177 | 70 | 72.9512036495692 | -2.95120364956919 |
178 | 32 | 41.4456396084229 | -9.44563960842288 |
179 | 83 | 80.2709012357667 | 2.7290987642333 |
180 | 31 | 54.1925274705698 | -23.1925274705698 |
181 | 67 | 36.1176984709038 | 30.8823015290962 |
182 | 66 | 38.129775959795 | 27.870224040205 |
183 | 10 | 18.5296909128562 | -8.52969091285621 |
184 | 70 | 67.6963004536843 | 2.30369954631566 |
185 | 103 | 94.2676803249122 | 8.73231967508779 |
186 | 5 | 16.3241217802002 | -11.3241217802002 |
187 | 20 | 27.9456952270876 | -7.94569522708759 |
188 | 5 | 19.371688796454 | -14.371688796454 |
189 | 36 | 53.481880078782 | -17.481880078782 |
190 | 34 | 42.2490569663993 | -8.24905696639934 |
191 | 48 | 59.1461491572135 | -11.1461491572135 |
192 | 40 | 43.1087253197473 | -3.10872531974731 |
193 | 43 | 37.65237876871 | 5.34762123129 |
194 | 31 | 31.6370563579076 | -0.637056357907558 |
195 | 42 | 55.4179745477473 | -13.4179745477473 |
196 | 46 | 49.1361225515457 | -3.13612255154574 |
197 | 33 | 35.6676905079317 | -2.66769050793166 |
198 | 18 | 33.4868600329259 | -15.4868600329259 |
199 | 55 | 43.5496035400152 | 11.4503964599848 |
200 | 35 | 35.3982158442409 | -0.398215844240879 |
201 | 59 | 36.9611688936474 | 22.0388311063526 |
202 | 19 | 28.7199563099762 | -9.71995630997618 |
203 | 66 | 54.0010973816092 | 11.9989026183908 |
204 | 60 | 46.1421559602009 | 13.8578440397991 |
205 | 36 | 40.6348595547172 | -4.63485955471717 |
206 | 25 | 27.2494787189291 | -2.24947871892911 |
207 | 47 | 37.0719038374154 | 9.92809616258457 |
208 | 54 | 67.6653771316215 | -13.6653771316215 |
209 | 53 | 53.6736046755719 | -0.673604675571849 |
210 | 40 | 50.741779236182 | -10.741779236182 |
211 | 40 | 41.4842201340442 | -1.48422013404418 |
212 | 39 | 50.0891498867407 | -11.0891498867407 |
213 | 14 | 29.7878416985475 | -15.7878416985475 |
214 | 45 | 38.3159049078306 | 6.68409509216941 |
215 | 36 | 31.5743261902943 | 4.42567380970571 |
216 | 28 | 29.9645463960497 | -1.96454639604968 |
217 | 44 | 32.113570025505 | 11.886429974495 |
218 | 30 | 30.8068387874766 | -0.806838787476611 |
219 | 22 | 33.4912776503635 | -11.4912776503635 |
220 | 17 | 38.0440741815064 | -21.0440741815064 |
221 | 31 | 36.6754962993523 | -5.67549629935227 |
222 | 55 | 44.8360137378309 | 10.1639862621691 |
223 | 54 | 43.0963559909222 | 10.9036440090778 |
224 | 21 | 34.2272527154599 | -13.2272527154599 |
225 | 14 | 23.3304630361605 | -9.33046303616053 |
226 | 81 | 54.0974014417478 | 26.9025985582522 |
227 | 35 | 35.8514633933339 | -0.8514633933339 |
228 | 43 | 32.7941776187175 | 10.2058223812825 |
229 | 46 | 32.2437424859983 | 13.7562575140017 |
230 | 30 | 36.266719432464 | -6.26671943246396 |
231 | 23 | 23.5616516820592 | -0.561651682059182 |
232 | 38 | 38.1877940021415 | -0.187794002141527 |
233 | 54 | 39.8809195120413 | 14.1190804879587 |
234 | 20 | 28.9558570811416 | -8.95585708114156 |
235 | 53 | 33.5663771468019 | 19.4336228531981 |
236 | 45 | 30.8887119639859 | 14.1112880360141 |
237 | 39 | 60.8537055507426 | -21.8537055507426 |
238 | 20 | 27.8853211221077 | -7.88532112210768 |
239 | 24 | 35.8868043328343 | -11.8868043328343 |
240 | 31 | 25.5115880189954 | 5.48841198100456 |
241 | 35 | 41.2689349109207 | -6.26893491092073 |
242 | 151 | 55.2954592908125 | 95.7045407091875 |
243 | 52 | 29.5666663188407 | 22.4333336811593 |
244 | 30 | 29.390845144826 | 0.609154855173971 |
245 | 31 | 34.9817817737941 | -3.98178177379414 |
246 | 29 | 39.1947162700746 | -10.1947162700746 |
247 | 57 | 44.4022037054631 | 12.5977962945369 |
248 | 40 | 39.7313095348228 | 0.26869046517717 |
249 | 44 | 39.4459314483569 | 4.55406855164315 |
250 | 25 | 24.4121902927029 | 0.587809707297126 |
251 | 77 | 58.5509488344604 | 18.4490511655396 |
252 | 35 | 43.5401792894817 | -8.54017928948173 |
253 | 11 | 19.9023919046188 | -8.90239190461877 |
254 | 63 | 43.4700864261392 | 19.5299135738608 |
255 | 44 | 39.5993700273546 | 4.40062997264544 |
256 | 19 | 23.2856978461267 | -4.28569784612665 |
257 | 13 | 23.5416251496756 | -10.5416251496756 |
258 | 42 | 40.6525300244674 | 1.34746997553261 |
259 | 38 | 32.4893620155263 | 5.51063798447372 |
260 | 29 | 26.0287437670184 | 2.9712562329816 |
261 | 20 | 22.3423892692943 | -2.34238926929433 |
262 | 27 | 36.8781176858214 | -9.8781176858214 |
263 | 20 | 25.2362231987212 | -5.23622319872125 |
264 | 19 | 30.153620422377 | -11.153620422377 |
265 | 37 | 28.8887092960907 | 8.11129070390925 |
266 | 26 | 39.0418667067353 | -13.0418667067353 |
267 | 42 | 33.1039998550046 | 8.8960001449954 |
268 | 49 | 31.6924238297916 | 17.3075761702084 |
269 | 30 | 49.3411000006482 | -19.3411000006482 |
270 | 49 | 36.7932994310204 | 12.2067005689796 |
271 | 67 | 44.6634321499371 | 22.3365678500629 |
272 | 28 | 34.9208186531559 | -6.9208186531559 |
273 | 19 | 26.9885447822843 | -7.98854478228426 |
274 | 49 | 45.0795717125547 | 3.92042828744535 |
275 | 27 | 32.5267645098309 | -5.5267645098309 |
276 | 30 | 34.6145305108188 | -4.61453051081883 |
277 | 22 | 29.8473322800399 | -7.84733228003992 |
278 | 12 | 20.0246126537244 | -8.02461265372443 |
279 | 31 | 39.7318985504812 | -8.73189855048117 |
280 | 20 | 38.9735408903678 | -18.9735408903678 |
281 | 20 | 37.159372662679 | -17.159372662679 |
282 | 39 | 40.4484360988524 | -1.4484360988524 |
283 | 29 | 41.0056449116425 | -12.0056449116425 |
284 | 16 | 26.0573110264479 | -10.0573110264479 |
285 | 27 | 33.1075339489546 | -6.10753394895464 |
286 | 21 | 29.1817445861152 | -8.18174458611515 |
287 | 19 | 30.8769316508191 | -11.8769316508191 |
288 | 35 | 32.6966955272621 | 2.30330447273786 |
289 | 14 | 35.5660853068679 | -21.5660853068679 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
5 | 0.408122375589139 | 0.816244751178278 | 0.591877624410861 |
6 | 0.264196238647165 | 0.528392477294329 | 0.735803761352835 |
7 | 0.186402792998619 | 0.372805585997237 | 0.813597207001381 |
8 | 0.129125406057226 | 0.258250812114453 | 0.870874593942774 |
9 | 0.130869184887883 | 0.261738369775767 | 0.869130815112117 |
10 | 0.0872205424157599 | 0.17444108483152 | 0.91277945758424 |
11 | 0.100837882787203 | 0.201675765574406 | 0.899162117212797 |
12 | 0.0821268380492132 | 0.164253676098426 | 0.917873161950787 |
13 | 0.135373669675396 | 0.270747339350791 | 0.864626330324604 |
14 | 0.0913109709720982 | 0.182621941944196 | 0.908689029027902 |
15 | 0.0792926868436778 | 0.158585373687356 | 0.920707313156322 |
16 | 0.0533765507756042 | 0.106753101551208 | 0.946623449224396 |
17 | 0.364674844385947 | 0.729349688771894 | 0.635325155614053 |
18 | 0.372208734710265 | 0.74441746942053 | 0.627791265289735 |
19 | 0.506023637359396 | 0.987952725281209 | 0.493976362640604 |
20 | 0.451342950956614 | 0.902685901913228 | 0.548657049043386 |
21 | 0.394812004610452 | 0.789624009220903 | 0.605187995389548 |
22 | 0.359042502833001 | 0.718085005666002 | 0.640957497166999 |
23 | 0.408357503395066 | 0.816715006790132 | 0.591642496604934 |
24 | 0.404319459637906 | 0.808638919275813 | 0.595680540362094 |
25 | 0.353822584767305 | 0.707645169534609 | 0.646177415232695 |
26 | 0.404182072849577 | 0.808364145699154 | 0.595817927150423 |
27 | 0.503056879363133 | 0.993886241273735 | 0.496943120636867 |
28 | 0.577503109411565 | 0.84499378117687 | 0.422496890588435 |
29 | 0.521240027033448 | 0.957519945933105 | 0.478759972966552 |
30 | 0.474882194179676 | 0.949764388359352 | 0.525117805820324 |
31 | 0.508983963224588 | 0.982032073550824 | 0.491016036775412 |
32 | 0.467018594910846 | 0.934037189821692 | 0.532981405089154 |
33 | 0.412979943919335 | 0.82595988783867 | 0.587020056080665 |
34 | 0.369175664707318 | 0.738351329414636 | 0.630824335292682 |
35 | 0.325251613778493 | 0.650503227556986 | 0.674748386221507 |
36 | 0.299417141268197 | 0.598834282536393 | 0.700582858731803 |
37 | 0.261509439130849 | 0.523018878261698 | 0.738490560869151 |
38 | 0.272083107535865 | 0.544166215071729 | 0.727916892464135 |
39 | 0.233054303877113 | 0.466108607754225 | 0.766945696122888 |
40 | 0.195912767834981 | 0.391825535669963 | 0.804087232165019 |
41 | 0.165912352952706 | 0.331824705905411 | 0.834087647047294 |
42 | 0.146504907915825 | 0.293009815831651 | 0.853495092084175 |
43 | 0.18868263590823 | 0.37736527181646 | 0.81131736409177 |
44 | 0.433291552421263 | 0.866583104842527 | 0.566708447578737 |
45 | 0.423154354052031 | 0.846308708104061 | 0.576845645947969 |
46 | 0.377666435249403 | 0.755332870498806 | 0.622333564750597 |
47 | 0.490843149871905 | 0.98168629974381 | 0.509156850128095 |
48 | 0.445058421209724 | 0.890116842419449 | 0.554941578790276 |
49 | 0.413320197315164 | 0.826640394630329 | 0.586679802684836 |
50 | 0.382808571812186 | 0.765617143624373 | 0.617191428187814 |
51 | 0.345802655319687 | 0.691605310639374 | 0.654197344680313 |
52 | 0.306327488804756 | 0.612654977609513 | 0.693672511195244 |
53 | 0.268404737028728 | 0.536809474057456 | 0.731595262971272 |
54 | 0.234049468494891 | 0.468098936989782 | 0.765950531505109 |
55 | 0.21182945471408 | 0.423658909428161 | 0.78817054528592 |
56 | 0.182432503479327 | 0.364865006958653 | 0.817567496520674 |
57 | 0.154996393490606 | 0.309992786981213 | 0.845003606509394 |
58 | 0.997804123431124 | 0.00439175313775214 | 0.00219587656887607 |
59 | 0.997289228462245 | 0.00542154307550952 | 0.00271077153775476 |
60 | 0.997046605286177 | 0.0059067894276455 | 0.00295339471382275 |
61 | 0.99795498213572 | 0.00409003572856037 | 0.00204501786428018 |
62 | 0.997610570493883 | 0.00477885901223493 | 0.00238942950611746 |
63 | 0.999139599976181 | 0.00172080004763859 | 0.000860400023819296 |
64 | 0.998808580943513 | 0.00238283811297455 | 0.00119141905648728 |
65 | 0.999511963543612 | 0.000976072912776543 | 0.000488036456388272 |
66 | 0.999385051070852 | 0.00122989785829645 | 0.000614948929148226 |
67 | 0.999152807107304 | 0.00169438578539159 | 0.000847192892695795 |
68 | 0.998849075761957 | 0.00230184847608527 | 0.00115092423804263 |
69 | 0.998499567168415 | 0.00300086566317043 | 0.00150043283158521 |
70 | 0.998191550102249 | 0.00361689979550293 | 0.00180844989775146 |
71 | 0.99760244144348 | 0.00479511711304024 | 0.00239755855652012 |
72 | 0.997123486739847 | 0.0057530265203057 | 0.00287651326015285 |
73 | 0.996427215312154 | 0.00714556937569236 | 0.00357278468784618 |
74 | 0.998333595256672 | 0.00333280948665665 | 0.00166640474332832 |
75 | 0.999397265457407 | 0.00120546908518519 | 0.000602734542592597 |
76 | 0.999196865014807 | 0.00160626997038665 | 0.000803134985193326 |
77 | 0.998909845590904 | 0.00218030881819171 | 0.00109015440909585 |
78 | 0.998699523795729 | 0.00260095240854278 | 0.00130047620427139 |
79 | 0.998256378237761 | 0.00348724352447873 | 0.00174362176223937 |
80 | 0.997778076200151 | 0.00444384759969872 | 0.00222192379984936 |
81 | 0.997476313147387 | 0.00504737370522522 | 0.00252368685261261 |
82 | 0.996813406113776 | 0.00637318777244865 | 0.00318659388622433 |
83 | 0.997477581255816 | 0.00504483748836804 | 0.00252241874418402 |
84 | 0.996863406272685 | 0.00627318745463089 | 0.00313659372731545 |
85 | 0.996570608018675 | 0.00685878396264921 | 0.0034293919813246 |
86 | 0.99563069406245 | 0.00873861187510038 | 0.00436930593755019 |
87 | 0.994409886251186 | 0.0111802274976277 | 0.00559011374881387 |
88 | 0.993202572309968 | 0.0135948553800647 | 0.00679742769003236 |
89 | 0.993656043137228 | 0.0126879137255437 | 0.00634395686277183 |
90 | 0.992018182813876 | 0.0159636343722485 | 0.00798181718612425 |
91 | 0.990056673602044 | 0.0198866527959119 | 0.00994332639795596 |
92 | 0.98812669839035 | 0.0237466032192993 | 0.0118733016096496 |
93 | 0.985217139844992 | 0.0295657203100156 | 0.0147828601550078 |
94 | 0.981812367543883 | 0.0363752649122341 | 0.018187632456117 |
95 | 0.97773047273796 | 0.0445390545240799 | 0.02226952726204 |
96 | 0.986837803226095 | 0.0263243935478099 | 0.0131621967739049 |
97 | 0.98365925369561 | 0.0326814926087793 | 0.0163407463043896 |
98 | 0.986747475618175 | 0.0265050487636496 | 0.0132525243818248 |
99 | 0.983551348246727 | 0.0328973035065469 | 0.0164486517532734 |
100 | 0.979777662199263 | 0.0404446756014743 | 0.0202223378007372 |
101 | 0.975155823050747 | 0.0496883538985069 | 0.0248441769492535 |
102 | 0.972512880948462 | 0.0549742381030752 | 0.0274871190515376 |
103 | 0.971929877965004 | 0.0561402440699926 | 0.0280701220349963 |
104 | 0.974548943066395 | 0.0509021138672109 | 0.0254510569336054 |
105 | 0.976478381341041 | 0.0470432373179187 | 0.0235216186589594 |
106 | 0.975120665068546 | 0.0497586698629075 | 0.0248793349314538 |
107 | 0.97526920325039 | 0.0494615934992201 | 0.02473079674961 |
108 | 0.970043434502643 | 0.0599131309947151 | 0.0299565654973575 |
109 | 0.966122769686184 | 0.0677544606276324 | 0.0338772303138162 |
110 | 0.961210767797037 | 0.077578464405926 | 0.038789232202963 |
111 | 0.964034230218761 | 0.0719315395624786 | 0.0359657697812393 |
112 | 0.997833331901236 | 0.00433333619752834 | 0.00216666809876417 |
113 | 0.997361419360508 | 0.00527716127898378 | 0.00263858063949189 |
114 | 0.996584137164674 | 0.00683172567065138 | 0.00341586283532569 |
115 | 0.998385323201795 | 0.00322935359641024 | 0.00161467679820512 |
116 | 0.998831616244175 | 0.00233676751165001 | 0.00116838375582501 |
117 | 0.998532844359348 | 0.00293431128130444 | 0.00146715564065222 |
118 | 0.99808700806592 | 0.00382598386815949 | 0.00191299193407975 |
119 | 0.997562079368373 | 0.00487584126325318 | 0.00243792063162659 |
120 | 0.997365236377968 | 0.0052695272440637 | 0.00263476362203185 |
121 | 0.996596373047707 | 0.00680725390458691 | 0.00340362695229345 |
122 | 0.998260673789873 | 0.00347865242025404 | 0.00173932621012702 |
123 | 0.998261810393014 | 0.00347637921397254 | 0.00173818960698627 |
124 | 0.998439090581508 | 0.00312181883698368 | 0.00156090941849184 |
125 | 0.998674719284624 | 0.00265056143075252 | 0.00132528071537626 |
126 | 0.99829400003485 | 0.00341199993030075 | 0.00170599996515037 |
127 | 0.997847623366642 | 0.00430475326671559 | 0.0021523766333578 |
128 | 0.997210027416171 | 0.00557994516765806 | 0.00278997258382903 |
129 | 0.996731444232925 | 0.00653711153414927 | 0.00326855576707463 |
130 | 0.9960265290853 | 0.00794694182940011 | 0.00397347091470006 |
131 | 0.995069005801984 | 0.00986198839603204 | 0.00493099419801602 |
132 | 0.993820448081317 | 0.0123591038373655 | 0.00617955191868276 |
133 | 0.992372865106929 | 0.0152542697861425 | 0.00762713489307125 |
134 | 0.99216618015559 | 0.0156676396888204 | 0.00783381984441022 |
135 | 0.990739738843213 | 0.0185205223135737 | 0.00926026115678686 |
136 | 0.990373427749222 | 0.0192531445015551 | 0.00962657225077754 |
137 | 0.988084738882316 | 0.0238305222353687 | 0.0119152611176844 |
138 | 0.990675997235788 | 0.0186480055284238 | 0.00932400276421188 |
139 | 0.98836745218657 | 0.02326509562686 | 0.01163254781343 |
140 | 0.985667090457395 | 0.02866581908521 | 0.014332909542605 |
141 | 0.984119241250551 | 0.0317615174988975 | 0.0158807587494487 |
142 | 0.98141686876504 | 0.0371662624699203 | 0.0185831312349601 |
143 | 0.977575231541926 | 0.0448495369161477 | 0.0224247684580739 |
144 | 0.973334177177363 | 0.0533316456452734 | 0.0266658228226367 |
145 | 0.971812681651161 | 0.0563746366976785 | 0.0281873183488393 |
146 | 0.965928806376381 | 0.0681423872472371 | 0.0340711936236185 |
147 | 0.960832198221657 | 0.0783356035566853 | 0.0391678017783426 |
148 | 0.953552026825243 | 0.0928959463495147 | 0.0464479731747574 |
149 | 0.945980098061325 | 0.10803980387735 | 0.0540199019386748 |
150 | 0.948866118578349 | 0.102267762843302 | 0.051133881421651 |
151 | 0.954898632926654 | 0.090202734146692 | 0.045101367073346 |
152 | 0.949495809510125 | 0.10100838097975 | 0.0505041904898751 |
153 | 0.944318086099009 | 0.111363827801981 | 0.0556819139009905 |
154 | 0.970473838963704 | 0.0590523220725911 | 0.0295261610362955 |
155 | 0.965486324722247 | 0.0690273505555067 | 0.0345136752777533 |
156 | 0.970405321921419 | 0.0591893561571613 | 0.0295946780785807 |
157 | 0.976845645583891 | 0.0463087088322186 | 0.0231543544161093 |
158 | 0.978196415463085 | 0.0436071690738302 | 0.0218035845369151 |
159 | 0.973838695773148 | 0.052322608453704 | 0.026161304226852 |
160 | 0.999999999905763 | 1.8847374682381e-10 | 9.42368734119049e-11 |
161 | 0.999999999888236 | 2.23527251915891e-10 | 1.11763625957945e-10 |
162 | 0.999999999826146 | 3.47708401981639e-10 | 1.73854200990819e-10 |
163 | 0.999999999999614 | 7.71146630435002e-13 | 3.85573315217501e-13 |
164 | 0.999999999999265 | 1.47086525965936e-12 | 7.35432629829679e-13 |
165 | 0.99999999999898 | 2.03999623518633e-12 | 1.01999811759317e-12 |
166 | 0.999999999999681 | 6.38308647848781e-13 | 3.1915432392439e-13 |
167 | 0.999999999999384 | 1.23132218619398e-12 | 6.15661093096988e-13 |
168 | 0.99999999999989 | 2.19774002107605e-13 | 1.09887001053802e-13 |
169 | 0.99999999999986 | 2.80621432637506e-13 | 1.40310716318753e-13 |
170 | 0.999999999999756 | 4.88737979414934e-13 | 2.44368989707467e-13 |
171 | 0.999999999999611 | 7.7793969980013e-13 | 3.88969849900065e-13 |
172 | 0.999999999999305 | 1.390914125603e-12 | 6.954570628015e-13 |
173 | 0.999999999998693 | 2.6144404820675e-12 | 1.30722024103375e-12 |
174 | 0.999999999997948 | 4.10493992642094e-12 | 2.05246996321047e-12 |
175 | 0.999999999996078 | 7.8436035469617e-12 | 3.92180177348085e-12 |
176 | 0.99999999999756 | 4.8797425323019e-12 | 2.43987126615095e-12 |
177 | 0.999999999995789 | 8.42167114156817e-12 | 4.21083557078409e-12 |
178 | 0.999999999993164 | 1.36724052027022e-11 | 6.83620260135109e-12 |
179 | 0.99999999998751 | 2.49796866095029e-11 | 1.24898433047514e-11 |
180 | 0.999999999992299 | 1.54026409792603e-11 | 7.70132048963017e-12 |
181 | 0.999999999997229 | 5.54147722682161e-12 | 2.77073861341081e-12 |
182 | 0.999999999998677 | 2.64584003336843e-12 | 1.32292001668422e-12 |
183 | 0.999999999997537 | 4.92575491986889e-12 | 2.46287745993444e-12 |
184 | 0.999999999995324 | 9.35134797589704e-12 | 4.67567398794852e-12 |
185 | 0.999999999991421 | 1.71576017855761e-11 | 8.57880089278806e-12 |
186 | 0.999999999984943 | 3.01132260434278e-11 | 1.50566130217139e-11 |
187 | 0.999999999972962 | 5.40756410509173e-11 | 2.70378205254586e-11 |
188 | 0.999999999957959 | 8.40823855990641e-11 | 4.20411927995321e-11 |
189 | 0.999999999961282 | 7.7435198375052e-11 | 3.8717599187526e-11 |
190 | 0.999999999936646 | 1.26707013818262e-10 | 6.3353506909131e-11 |
191 | 0.999999999925333 | 1.49333301010051e-10 | 7.46666505050254e-11 |
192 | 0.99999999986479 | 2.70419608517345e-10 | 1.35209804258673e-10 |
193 | 0.999999999757858 | 4.84283259294387e-10 | 2.42141629647193e-10 |
194 | 0.999999999551424 | 8.9715111678553e-10 | 4.48575558392765e-10 |
195 | 0.999999999539023 | 9.21954205163162e-10 | 4.60977102581581e-10 |
196 | 0.99999999922026 | 1.55948078070158e-09 | 7.79740390350788e-10 |
197 | 0.999999998584128 | 2.83174330799416e-09 | 1.41587165399708e-09 |
198 | 0.999999998170493 | 3.65901444915353e-09 | 1.82950722457676e-09 |
199 | 0.999999997074584 | 5.85083111348206e-09 | 2.92541555674103e-09 |
200 | 0.99999999471401 | 1.05719808361463e-08 | 5.28599041807316e-09 |
201 | 0.999999995447719 | 9.10456170518464e-09 | 4.55228085259232e-09 |
202 | 0.999999992468436 | 1.50631271789802e-08 | 7.53156358949008e-09 |
203 | 0.999999987479677 | 2.50406459892943e-08 | 1.25203229946471e-08 |
204 | 0.999999981545485 | 3.69090298269853e-08 | 1.84545149134927e-08 |
205 | 0.999999968859384 | 6.22812319152581e-08 | 3.1140615957629e-08 |
206 | 0.999999945403924 | 1.09192152963838e-07 | 5.45960764819191e-08 |
207 | 0.999999917217607 | 1.65564785871802e-07 | 8.27823929359012e-08 |
208 | 0.999999939134644 | 1.21730712453705e-07 | 6.08653562268524e-08 |
209 | 0.999999903400081 | 1.93199837713464e-07 | 9.6599918856732e-08 |
210 | 0.999999892372374 | 2.15255252354698e-07 | 1.07627626177349e-07 |
211 | 0.999999817858856 | 3.64282288593695e-07 | 1.82141144296847e-07 |
212 | 0.999999808775548 | 3.82448903965061e-07 | 1.9122445198253e-07 |
213 | 0.999999743656869 | 5.12686262218171e-07 | 2.56343131109085e-07 |
214 | 0.999999572293324 | 8.55413351504741e-07 | 4.27706675752371e-07 |
215 | 0.999999304566424 | 1.39086715153707e-06 | 6.95433575768533e-07 |
216 | 0.999998821406325 | 2.35718734971802e-06 | 1.17859367485901e-06 |
217 | 0.999998438919251 | 3.1221614983159e-06 | 1.56108074915795e-06 |
218 | 0.999997392309943 | 5.21538011421056e-06 | 2.60769005710528e-06 |
219 | 0.999996261216286 | 7.47756742778308e-06 | 3.73878371389154e-06 |
220 | 0.9999968552637 | 6.28947260062329e-06 | 3.14473630031164e-06 |
221 | 0.999995077113019 | 9.84577396125319e-06 | 4.92288698062659e-06 |
222 | 0.999992117108591 | 1.57657828187467e-05 | 7.88289140937335e-06 |
223 | 0.9999877597537 | 2.44804926008772e-05 | 1.22402463004386e-05 |
224 | 0.999983920009211 | 3.21599815780386e-05 | 1.60799907890193e-05 |
225 | 0.999974540218796 | 5.09195624077737e-05 | 2.54597812038869e-05 |
226 | 0.999971890512316 | 5.62189753671221e-05 | 2.81094876835611e-05 |
227 | 0.999954978196643 | 9.00436067130991e-05 | 4.50218033565495e-05 |
228 | 0.999937693692019 | 0.00012461261596127 | 6.23063079806348e-05 |
229 | 0.999923718985454 | 0.000152562029091667 | 7.62810145458336e-05 |
230 | 0.99988576735073 | 0.000228465298540397 | 0.000114232649270198 |
231 | 0.999826616127688 | 0.000346767744623923 | 0.000173383872311962 |
232 | 0.999732252595047 | 0.000535494809906259 | 0.000267747404953129 |
233 | 0.999645956315744 | 0.000708087368512474 | 0.000354043684256237 |
234 | 0.999480074244101 | 0.00103985151179701 | 0.000519925755898505 |
235 | 0.999481773690816 | 0.00103645261836834 | 0.000518226309184171 |
236 | 0.999406501873725 | 0.00118699625255067 | 0.000593498126275337 |
237 | 0.999795167485133 | 0.000409665029733882 | 0.000204832514866941 |
238 | 0.999680623531435 | 0.000638752937129254 | 0.000319376468564627 |
239 | 0.999581621723723 | 0.000836756552554357 | 0.000418378276277179 |
240 | 0.999454809880655 | 0.00109038023869008 | 0.000545190119345039 |
241 | 0.999263141596372 | 0.00147371680725553 | 0.000736858403627764 |
242 | 0.99999999917438 | 1.65123936689699e-09 | 8.25619683448497e-10 |
243 | 0.999999999844895 | 3.10209488328991e-10 | 1.55104744164495e-10 |
244 | 0.999999999646275 | 7.07449775406391e-10 | 3.53724887703195e-10 |
245 | 0.999999999131498 | 1.73700350208409e-09 | 8.68501751042047e-10 |
246 | 0.999999998467573 | 3.06485444298328e-09 | 1.53242722149164e-09 |
247 | 0.999999997801078 | 4.39784341969753e-09 | 2.19892170984876e-09 |
248 | 0.999999994661313 | 1.06773739220981e-08 | 5.33868696104904e-09 |
249 | 0.999999988626419 | 2.27471620954872e-08 | 1.13735810477436e-08 |
250 | 0.999999976837796 | 4.63244073580777e-08 | 2.31622036790389e-08 |
251 | 0.99999997778105 | 4.44378999419654e-08 | 2.22189499709827e-08 |
252 | 0.999999954733357 | 9.05332861642295e-08 | 4.52666430821148e-08 |
253 | 0.99999989646309 | 2.07073819862875e-07 | 1.03536909931438e-07 |
254 | 0.999999960242173 | 7.9515655017838e-08 | 3.9757827508919e-08 |
255 | 0.999999925535717 | 1.48928566024598e-07 | 7.44642830122989e-08 |
256 | 0.999999818350776 | 3.63298448595824e-07 | 1.81649224297912e-07 |
257 | 0.999999626873891 | 7.46252218606154e-07 | 3.73126109303077e-07 |
258 | 0.999999215148597 | 1.56970280587968e-06 | 7.84851402939841e-07 |
259 | 0.999998689747809 | 2.62050438107705e-06 | 1.31025219053852e-06 |
260 | 0.999997470981932 | 5.05803613530261e-06 | 2.52901806765131e-06 |
261 | 0.999994290057941 | 1.14198841177612e-05 | 5.70994205888058e-06 |
262 | 0.999988101249637 | 2.37975007268702e-05 | 1.18987503634351e-05 |
263 | 0.999973480223086 | 5.30395538281557e-05 | 2.65197769140778e-05 |
264 | 0.999948820682886 | 0.000102358634227699 | 5.11793171138493e-05 |
265 | 0.99993279853519 | 0.000134402929620836 | 6.72014648104182e-05 |
266 | 0.999882321351739 | 0.00023535729652251 | 0.000117678648261255 |
267 | 0.999857752034322 | 0.000284495931356654 | 0.000142247965678327 |
268 | 0.999951175721718 | 9.76485565647287e-05 | 4.88242782823643e-05 |
269 | 0.999970237817833 | 5.95243643330249e-05 | 2.97621821665124e-05 |
270 | 0.999980739870329 | 3.8520259341905e-05 | 1.92601296709525e-05 |
271 | 0.999999631729545 | 7.36540909218755e-07 | 3.68270454609378e-07 |
272 | 0.999998677170117 | 2.64565976515513e-06 | 1.32282988257756e-06 |
273 | 0.999995352881746 | 9.2942365088477e-06 | 4.64711825442385e-06 |
274 | 0.999997051913916 | 5.89617216848215e-06 | 2.94808608424108e-06 |
275 | 0.999990283287501 | 1.94334249985386e-05 | 9.7167124992693e-06 |
276 | 0.999972896289548 | 5.42074209040327e-05 | 2.71037104520163e-05 |
277 | 0.999903049673132 | 0.000193900653735258 | 9.69503268676289e-05 |
278 | 0.999662723962766 | 0.000674552074468276 | 0.000337276037234138 |
279 | 0.998947712721133 | 0.00210457455773367 | 0.00105228727886684 |
280 | 0.997860354052003 | 0.00427929189599459 | 0.00213964594799729 |
281 | 0.995566281498836 | 0.00886743700232784 | 0.00443371850116392 |
282 | 0.991666909964073 | 0.0166661800718531 | 0.00833309003592656 |
283 | 0.972518596205247 | 0.0549628075895052 | 0.0274814037947526 |
284 | 0.929204421649367 | 0.141591156701266 | 0.070795578350633 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 171 | 0.610714285714286 | NOK |
5% type I error level | 204 | 0.728571428571429 | NOK |
10% type I error level | 222 | 0.792857142857143 | NOK |