Multiple Linear Regression - Estimated Regression Equation |
blogged_computations[t] = -10.6339045263867 + 0.0230934853764542pageviews[t] + 0.000185846535369001time_in_rfc[t] -0.128707569236972logins[t] -0.00958630889416367compendium_views_info[t] -0.134327999939109compendium_views_pr[t] -1.21814328038904shared_compendiums[t] + 1.18192273860584`compendiums_reviewed `[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) | -10.6339045263867 | 2.822956 | -3.7669 | 0.000201 | 0.000101 |
pageviews | 0.0230934853764542 | 0.006572 | 3.514 | 0.000514 | 0.000257 |
time_in_rfc | 0.000185846535369001 | 3.6e-05 | 5.1102 | 1e-06 | 0 |
logins | -0.128707569236972 | 0.050597 | -2.5438 | 0.011502 | 0.005751 |
compendium_views_info | -0.00958630889416367 | 0.014987 | -0.6396 | 0.522938 | 0.261469 |
compendium_views_pr | -0.134327999939109 | 0.025916 | -5.1832 | 0 | 0 |
shared_compendiums | -1.21814328038904 | 0.428102 | -2.8455 | 0.004761 | 0.002381 |
`compendiums_reviewed ` | 1.18192273860584 | 0.162732 | 7.263 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.875040465384068 |
R-squared | 0.765695816059567 |
Adjusted R-squared | 0.759859057029022 |
F-TEST (value) | 131.185099822105 |
F-TEST (DF numerator) | 7 |
F-TEST (DF denominator) | 281 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 18.0823638531757 |
Sum Squared Residuals | 91879.0989877368 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 79 | 71.2278750950762 | 7.7721249049238 |
2 | 58 | 42.6968857516837 | 15.3031142483163 |
3 | 60 | 68.7725176592637 | -8.77251765926373 |
4 | 108 | 68.3567935224381 | 39.6432064775619 |
5 | 49 | 44.7412620577009 | 4.25873794229912 |
6 | 0 | 27.3779345195329 | -27.3779345195329 |
7 | 121 | 129.208993937093 | -8.20899393709255 |
8 | 1 | 16.1008415083225 | -15.1008415083225 |
9 | 20 | 25.2990897982875 | -5.2990897982875 |
10 | 43 | 57.4474283580062 | -14.4474283580062 |
11 | 69 | 66.0906056598696 | 2.90939434013037 |
12 | 78 | 92.0705418021102 | -14.0705418021102 |
13 | 86 | 77.2145185110573 | 8.78548148894265 |
14 | 44 | 53.6492807168441 | -9.64928071684414 |
15 | 104 | 103.57747632537 | 0.422523674630397 |
16 | 63 | 68.393464300012 | -5.39346430001196 |
17 | 158 | 150.505678207719 | 7.49432179228135 |
18 | 102 | 83.8081235472597 | 18.1918764527403 |
19 | 77 | 82.371165008621 | -5.37116500862104 |
20 | 82 | 52.3861217365784 | 29.6138782634216 |
21 | 115 | 85.3661279051746 | 29.6338720948255 |
22 | 101 | 91.4384015056988 | 9.56159849430119 |
23 | 80 | 108.930742000735 | -28.9307420007347 |
24 | 50 | 54.020717396828 | -4.02071739682799 |
25 | 83 | 65.6134885052868 | 17.3865114947132 |
26 | 123 | 80.8676836004641 | 42.1323163995359 |
27 | 73 | 78.9897825959395 | -5.98978259593955 |
28 | 81 | 82.301372650074 | -1.30137265007404 |
29 | 105 | 86.4594222780398 | 18.5405777219603 |
30 | 47 | 54.7764964357764 | -7.77649643577643 |
31 | 105 | 83.8983929644809 | 21.1016070355191 |
32 | 94 | 85.8518104092916 | 8.14818959070842 |
33 | 44 | 79.327748427437 | -35.327748427437 |
34 | 114 | 105.277557493497 | 8.72244250650268 |
35 | 38 | 43.4037390823007 | -5.4037390823007 |
36 | 107 | 109.930712508712 | -2.93071250871162 |
37 | 30 | 30.4830879683564 | -0.483087968356428 |
38 | 71 | 89.0343366167028 | -18.0343366167028 |
39 | 84 | 123.48876892536 | -39.4887689253597 |
40 | 0 | -7.99827980811732 | 7.99827980811732 |
41 | 59 | 64.4975702265081 | -5.4975702265081 |
42 | 33 | 33.7941301322403 | -0.794130132240333 |
43 | 42 | 36.8787421372064 | 5.12125786279361 |
44 | 96 | 99.8528725017711 | -3.85287250177111 |
45 | 106 | 101.241252142121 | 4.75874785787911 |
46 | 56 | 60.6254631133728 | -4.62546311337277 |
47 | 57 | 71.2110819720989 | -14.2110819720989 |
48 | 59 | 54.2128243937287 | 4.78717560627128 |
49 | 39 | 50.6300857445842 | -11.6300857445842 |
50 | 34 | 77.4898670095941 | -43.4898670095941 |
51 | 76 | 66.8999669003026 | 9.10003309969744 |
52 | 20 | 37.2784308396932 | -17.2784308396932 |
53 | 91 | 89.0862847277919 | 1.91371527220812 |
54 | 115 | 118.282680881792 | -3.28268088179203 |
55 | 85 | 72.2574206075823 | 12.7425793924177 |
56 | 76 | 69.91472472717 | 6.08527527283004 |
57 | 8 | 2.17805417286618 | 5.82194582713382 |
58 | 79 | 88.7422013274312 | -9.74220132743125 |
59 | 21 | 26.3635303914043 | -5.36353039140431 |
60 | 30 | 25.866219016337 | 4.13378098366302 |
61 | 76 | 88.8064549168733 | -12.8064549168733 |
62 | 101 | 107.028326857973 | -6.02832685797289 |
63 | 94 | 125.402148921688 | -31.4021489216882 |
64 | 27 | 33.9585307300981 | -6.95853073009811 |
65 | 92 | 74.8840417944591 | 17.1159582055409 |
66 | 123 | 95.2728748623517 | 27.7271251376483 |
67 | 75 | 63.3209277901231 | 11.6790722098769 |
68 | 128 | 123.336087214415 | 4.66391278558524 |
69 | 105 | 69.7739100877264 | 35.2260899122736 |
70 | 55 | 76.1246002970783 | -21.1246002970783 |
71 | 56 | 80.1402296350628 | -24.1402296350628 |
72 | 41 | 67.1722306530934 | -26.1722306530934 |
73 | 72 | 65.8939808794045 | 6.10601912059552 |
74 | 67 | 53.0102169869265 | 13.9897830130735 |
75 | 75 | 76.7705491165989 | -1.77054911659885 |
76 | 114 | 73.6394694678432 | 40.3605305321568 |
77 | 118 | 44.0227844640417 | 73.9772155359583 |
78 | 77 | 80.6452971710169 | -3.64529717101691 |
79 | 22 | 30.4877643038815 | -8.48776430388146 |
80 | 66 | 84.815325386568 | -18.815325386568 |
81 | 69 | 61.4818482763847 | 7.51815172361531 |
82 | 105 | 71.0071536444308 | 33.9928463555692 |
83 | 116 | 91.8433800482192 | 24.1566199517808 |
84 | 88 | 85.0660829821773 | 2.93391701782268 |
85 | 73 | 70.2515831503344 | 2.74841684966564 |
86 | 99 | 64.4520386813829 | 34.5479613186171 |
87 | 62 | 69.0345235304451 | -7.0345235304451 |
88 | 53 | 54.7543296885008 | -1.75432968850076 |
89 | 118 | 131.851089796996 | -13.8510897969957 |
90 | 30 | 51.5228972827635 | -21.5228972827635 |
91 | 100 | 81.3839379912295 | 18.6160620087705 |
92 | 49 | 22.3865700219157 | 26.6134299780843 |
93 | 24 | 44.3771463166526 | -20.3771463166526 |
94 | 67 | 49.7168913583962 | 17.2831086416038 |
95 | 46 | 43.0812872956299 | 2.91871270437015 |
96 | 57 | 80.0341820886211 | -23.0341820886211 |
97 | 75 | 105.849389018945 | -30.8493890189445 |
98 | 135 | 89.4357132189093 | 45.5642867810907 |
99 | 68 | 86.1143604119782 | -18.1143604119782 |
100 | 124 | 75.8425868104898 | 48.1574131895102 |
101 | 33 | 49.8994919859707 | -16.8994919859707 |
102 | 98 | 96.1477953303722 | 1.85220466962784 |
103 | 58 | 78.8772502917279 | -20.877250291728 |
104 | 68 | 65.8363449665981 | 2.16365503340189 |
105 | 81 | 67.2246719999784 | 13.7753280000216 |
106 | 131 | 87.789109759648 | 43.210890240352 |
107 | 110 | 115.81053259439 | -5.81053259439047 |
108 | 37 | 42.6025607660435 | -5.60256076604345 |
109 | 130 | 99.1020990392796 | 30.8979009607204 |
110 | 93 | 90.9904214741849 | 2.0095785258151 |
111 | 118 | 91.8468504392306 | 26.1531495607694 |
112 | 39 | 55.2679906739531 | -16.2679906739531 |
113 | 13 | 19.2675914886611 | -6.26759148866111 |
114 | 74 | 54.6025986582782 | 19.3974013417218 |
115 | 81 | 65.9871633353148 | 15.0128366646852 |
116 | 109 | 84.8694865672168 | 24.1305134327832 |
117 | 151 | 97.0093448736962 | 53.9906551263038 |
118 | 51 | 69.3566318718336 | -18.3566318718336 |
119 | 28 | 41.8684993795748 | -13.8684993795748 |
120 | 40 | 31.5933756783207 | 8.40662432167926 |
121 | 56 | 51.9602382583005 | 4.0397617416995 |
122 | 27 | 21.811378759761 | 5.188621240239 |
123 | 37 | 31.6797712101989 | 5.32022878980112 |
124 | 83 | 50.9620221365462 | 32.0379778634538 |
125 | 54 | 78.0123258370514 | -24.0123258370514 |
126 | 27 | 19.8364200549301 | 7.16357994506991 |
127 | 28 | 26.3190841919145 | 1.68091580808552 |
128 | 59 | 44.9670874181777 | 14.0329125818223 |
129 | 133 | 105.506160066078 | 27.4938399339216 |
130 | 12 | -0.131800438815999 | 12.131800438816 |
131 | 0 | 6.8699175222501 | -6.8699175222501 |
132 | 106 | 72.6473795424666 | 33.3526204575334 |
133 | 23 | 12.8136683274809 | 10.1863316725191 |
134 | 44 | 53.5371840704902 | -9.53718407049018 |
135 | 71 | 66.2983354383111 | 4.7016645616889 |
136 | 116 | 111.54814369056 | 4.45185630944025 |
137 | 4 | -1.5114909362576 | 5.5114909362576 |
138 | 62 | 71.6823081701122 | -9.68230817011224 |
139 | 12 | 13.1383476925786 | -1.13834769257857 |
140 | 18 | 7.71071378557417 | 10.2892862144258 |
141 | 14 | 18.7645716347808 | -4.76457163478078 |
142 | 60 | 52.0690828353324 | 7.93091716466764 |
143 | 7 | 29.9349774212778 | -22.9349774212778 |
144 | 98 | 92.9366771601875 | 5.06332283981249 |
145 | 64 | 79.9804850455192 | -15.9804850455192 |
146 | 29 | 36.7179939829091 | -7.71799398290915 |
147 | 32 | 52.4757148947735 | -20.4757148947735 |
148 | 25 | 45.2292257344341 | -20.2292257344341 |
149 | 16 | 5.03358197319714 | 10.9664180268029 |
150 | 48 | 67.8619482878617 | -19.8619482878617 |
151 | 100 | 111.115480104242 | -11.1154801042422 |
152 | 46 | 80.4961240018595 | -34.4961240018595 |
153 | 45 | 41.2475292389137 | 3.75247076108633 |
154 | 129 | 123.38408151213 | 5.61591848787021 |
155 | 130 | 94.4217678250682 | 35.5782321749318 |
156 | 136 | 136.817179392746 | -0.817179392745748 |
157 | 59 | 65.571749940832 | -6.57174994083205 |
158 | 25 | 22.6556682715986 | 2.34433172840143 |
159 | 32 | 47.0371844147 | -15.0371844147 |
160 | 63 | 58.3420080541858 | 4.65799194581419 |
161 | 95 | 131.139881539805 | -36.1398815398047 |
162 | 14 | 34.0243486462071 | -20.0243486462071 |
163 | 36 | 34.1445616920503 | 1.8554383079497 |
164 | 113 | 123.938684624463 | -10.938684624463 |
165 | 47 | 58.3900848752837 | -11.3900848752837 |
166 | 92 | 81.7684819545432 | 10.2315180454568 |
167 | 70 | 62.0667016751315 | 7.93329832486853 |
168 | 19 | 51.5851811544941 | -32.5851811544941 |
169 | 50 | 39.9312106742738 | 10.0687893257262 |
170 | 41 | 77.1321020382181 | -36.1321020382181 |
171 | 91 | 109.802399639082 | -18.8023996390819 |
172 | 111 | 78.3332950342201 | 32.6667049657799 |
173 | 41 | 69.7845465743887 | -28.7845465743887 |
174 | 120 | 99.4073997711345 | 20.5926002288655 |
175 | 135 | 58.3764399526632 | 76.6235600473368 |
176 | 27 | 46.8779850924211 | -19.8779850924211 |
177 | 87 | 89.2095915494025 | -2.20959154940253 |
178 | 25 | 35.1907921410376 | -10.1907921410376 |
179 | 131 | 96.2769092067124 | 34.7230907932876 |
180 | 45 | 36.3654359427771 | 8.63456405722285 |
181 | 29 | 16.4473803083712 | 12.5526196916288 |
182 | 58 | 36.1654457715023 | 21.8345542284976 |
183 | 4 | -5.22575109033438 | 9.22575109033438 |
184 | 47 | 73.2681862139817 | -26.2681862139817 |
185 | 109 | 105.116819065665 | 3.8831809343353 |
186 | 7 | -7.16180373077361 | 14.1618037307736 |
187 | 12 | 8.8963191874978 | 3.1036808125022 |
188 | 0 | -4.6427283532804 | 4.6427283532804 |
189 | 37 | 52.6790595243986 | -15.6790595243986 |
190 | 37 | 48.9526052053522 | -11.9526052053522 |
191 | 46 | 58.8809608925606 | -12.8809608925606 |
192 | 15 | 36.6894896538219 | -21.6894896538219 |
193 | 42 | 19.3074842736771 | 22.6925157263229 |
194 | 7 | 11.8394135242874 | -4.83941352428741 |
195 | 54 | 55.8471468186715 | -1.84714681867147 |
196 | 54 | 35.6123225939916 | 18.3876774060084 |
197 | 14 | 33.0229447708613 | -19.0229447708613 |
198 | 16 | 20.9911656639013 | -4.99116566390131 |
199 | 33 | 40.8074012564137 | -7.80740125641371 |
200 | 32 | 25.7029776527743 | 6.29702234722568 |
201 | 21 | 24.6763611766027 | -3.67636117660267 |
202 | 15 | 28.0700344150782 | -13.0700344150782 |
203 | 38 | 39.192950459215 | -1.19295045921496 |
204 | 22 | 33.305077799374 | -11.305077799374 |
205 | 28 | 33.4273203373725 | -5.42732033737254 |
206 | 10 | 25.4059933440401 | -15.4059933440401 |
207 | 31 | 32.4044624593288 | -1.40446245932881 |
208 | 32 | 55.6126477338753 | -23.6126477338753 |
209 | 32 | 46.2350070853841 | -14.2350070853841 |
210 | 43 | 51.0764981452648 | -8.07649814526477 |
211 | 27 | 22.0736344028949 | 4.92636559710506 |
212 | 37 | 46.7720209063813 | -9.7720209063813 |
213 | 20 | 23.8403408474624 | -3.84034084746239 |
214 | 32 | 28.6442034982495 | 3.35579650175051 |
215 | 0 | 31.176326178335 | -31.176326178335 |
216 | 5 | 27.3457002599803 | -22.3457002599803 |
217 | 26 | 23.5480088271179 | 2.45199117288206 |
218 | 10 | 7.49648008888528 | 2.50351991111472 |
219 | 27 | 22.6215667626402 | 4.37843323735978 |
220 | 11 | 28.8284044450359 | -17.8284044450359 |
221 | 29 | 39.488327030508 | -10.488327030508 |
222 | 25 | 44.8793770237806 | -19.8793770237806 |
223 | 55 | 41.7718448385061 | 13.2281551614939 |
224 | 23 | 29.4390299552823 | -6.43902995528235 |
225 | 5 | 14.7742067184316 | -9.77420671843161 |
226 | 43 | 34.8610300489586 | 8.13896995104142 |
227 | 23 | 13.7352396704981 | 9.26476032950188 |
228 | 34 | 25.6305531323508 | 8.36944686764921 |
229 | 36 | 24.0404214278082 | 11.9595785721918 |
230 | 35 | 47.6216263002792 | -12.6216263002792 |
231 | 0 | 17.610744779216 | -17.610744779216 |
232 | 37 | 31.3805266349167 | 5.61947336508329 |
233 | 28 | 37.7510863464075 | -9.7510863464075 |
234 | 16 | 21.644428563166 | -5.644428563166 |
235 | 26 | 28.8580294467112 | -2.8580294467112 |
236 | 38 | 24.1164386583765 | 13.8835613416235 |
237 | 23 | 53.8295194388134 | -30.8295194388134 |
238 | 22 | 23.9349285481885 | -1.93492854818846 |
239 | 30 | 28.2669524896378 | 1.7330475103622 |
240 | 16 | 18.6228744383945 | -2.62287443839448 |
241 | 18 | 33.3622465993383 | -15.3622465993383 |
242 | 28 | 46.6371526057507 | -18.6371526057507 |
243 | 32 | 19.5839506190482 | 12.4160493809518 |
244 | 21 | 17.8460933122997 | 3.15390668770034 |
245 | 23 | 24.3686387709749 | -1.36863877097485 |
246 | 29 | 35.4665444379709 | -6.46654443797092 |
247 | 50 | 40.5304022995494 | 9.46959770045063 |
248 | 12 | 26.1443734522047 | -14.1443734522047 |
249 | 21 | 21.2548302471956 | -0.254830247195628 |
250 | 18 | 8.90824251900293 | 9.09175748099707 |
251 | 27 | 48.5855646274002 | -21.5855646274002 |
252 | 41 | 37.201686052092 | 3.79831394790799 |
253 | 13 | -4.80226937795548 | 17.8022693779555 |
254 | 12 | 31.6074760363053 | -19.6074760363053 |
255 | 21 | 36.0984672626249 | -15.0984672626249 |
256 | 8 | 4.37531537991345 | 3.62468462008655 |
257 | 26 | 12.788832875257 | 13.211167124743 |
258 | 27 | 28.4664310852771 | -1.46643108527709 |
259 | 13 | 20.2264556098263 | -7.22645560982633 |
260 | 16 | 10.3613499011452 | 5.63865009885483 |
261 | 2 | 14.8522452349577 | -12.8522452349577 |
262 | 42 | 24.8806454197809 | 17.1193545802191 |
263 | 5 | 9.93541483109755 | -4.93541483109755 |
264 | 37 | 24.6440844824993 | 12.3559155175007 |
265 | 17 | 18.8452019445542 | -1.84520194455418 |
266 | 38 | 30.6458267467358 | 7.35417325326419 |
267 | 37 | 27.3890968207684 | 9.61090317923159 |
268 | 29 | 14.5772247570104 | 14.4227752429896 |
269 | 32 | 34.1768329943731 | -2.17683299437311 |
270 | 35 | 32.6452112387534 | 2.35478876124657 |
271 | 17 | 37.94340894254 | -20.94340894254 |
272 | 20 | 25.0154471667282 | -5.01544716672819 |
273 | 7 | 2.87503792670674 | 4.12496207329326 |
274 | 46 | 33.6929948992216 | 12.3070051007784 |
275 | 24 | 19.7006492915134 | 4.29935070848657 |
276 | 40 | 29.1314673986545 | 10.8685326013455 |
277 | 3 | 15.7789795067643 | -12.7789795067643 |
278 | 10 | -4.04918406899066 | 14.0491840689907 |
279 | 37 | 32.5325935407429 | 4.46740645925712 |
280 | 17 | 30.8959916646873 | -13.8959916646873 |
281 | 28 | 32.3750169807377 | -4.37501698073765 |
282 | 19 | 30.1553973383782 | -11.1553973383782 |
283 | 29 | 30.0401129152814 | -1.04011291528141 |
284 | 8 | 4.16818714859379 | 3.8318128514062 |
285 | 10 | 24.4393545847033 | -14.4393545847033 |
286 | 15 | 35.4739262270503 | -20.4739262270503 |
287 | 15 | 22.1071433921718 | -7.10714339217176 |
288 | 28 | 23.8753373457012 | 4.12466265429882 |
289 | 17 | 31.536580068029 | -14.536580068029 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
11 | 0.333657445599509 | 0.667314891199017 | 0.666342554400491 |
12 | 0.742513182784122 | 0.514973634431756 | 0.257486817215878 |
13 | 0.67897119538867 | 0.642057609222661 | 0.32102880461133 |
14 | 0.566115957022866 | 0.867768085954269 | 0.433884042977134 |
15 | 0.459281381845841 | 0.918562763691681 | 0.540718618154159 |
16 | 0.354093416810071 | 0.708186833620143 | 0.645906583189929 |
17 | 0.267324858052302 | 0.534649716104604 | 0.732675141947698 |
18 | 0.394719661268862 | 0.789439322537723 | 0.605280338731138 |
19 | 0.346428682188103 | 0.692857364376207 | 0.653571317811897 |
20 | 0.636554630978744 | 0.726890738042512 | 0.363445369021256 |
21 | 0.717645663390747 | 0.564708673218505 | 0.282354336609253 |
22 | 0.648898813842111 | 0.702202372315779 | 0.351101186157889 |
23 | 0.728453489222828 | 0.543093021554344 | 0.271546510777172 |
24 | 0.668675483898286 | 0.662649032203429 | 0.331324516101714 |
25 | 0.630062119721015 | 0.73987576055797 | 0.369937880278985 |
26 | 0.671036257174758 | 0.657927485650484 | 0.328963742825242 |
27 | 0.63650290618452 | 0.726994187630961 | 0.36349709381548 |
28 | 0.575090576947132 | 0.849818846105736 | 0.424909423052868 |
29 | 0.574494040412614 | 0.851011919174773 | 0.425505959587386 |
30 | 0.524859214625744 | 0.950281570748511 | 0.475140785374256 |
31 | 0.475638164205938 | 0.951276328411877 | 0.524361835794062 |
32 | 0.431612583750899 | 0.863225167501798 | 0.568387416249101 |
33 | 0.694951177060789 | 0.610097645878423 | 0.305048822939211 |
34 | 0.663376026584547 | 0.673247946830907 | 0.336623973415453 |
35 | 0.611310740250072 | 0.777378519499856 | 0.388689259749928 |
36 | 0.557378198800968 | 0.885243602398064 | 0.442621801199032 |
37 | 0.50121275905708 | 0.997574481885841 | 0.49878724094292 |
38 | 0.507829944923279 | 0.984340110153443 | 0.492170055076721 |
39 | 0.710350638517908 | 0.579298722964184 | 0.289649361482092 |
40 | 0.689680568276578 | 0.620638863446843 | 0.310319431723422 |
41 | 0.648399136449101 | 0.703201727101799 | 0.351600863550899 |
42 | 0.59898287279656 | 0.802034254406881 | 0.40101712720344 |
43 | 0.578183246599742 | 0.843633506800516 | 0.421816753400258 |
44 | 0.528563521116335 | 0.942872957767329 | 0.471436478883665 |
45 | 0.485868986509839 | 0.971737973019677 | 0.514131013490161 |
46 | 0.440823053961321 | 0.881646107922643 | 0.559176946038679 |
47 | 0.469375540862205 | 0.93875108172441 | 0.530624459137795 |
48 | 0.422217228543961 | 0.844434457087922 | 0.577782771456039 |
49 | 0.403799583689058 | 0.807599167378115 | 0.596200416310942 |
50 | 0.611990967992661 | 0.776018064014677 | 0.388009032007339 |
51 | 0.615299436537203 | 0.769401126925595 | 0.384700563462797 |
52 | 0.601305716989045 | 0.797388566021911 | 0.398694283010955 |
53 | 0.556387916431308 | 0.887224167137384 | 0.443612083568692 |
54 | 0.517430025410788 | 0.965139949178424 | 0.482569974589212 |
55 | 0.509437601710467 | 0.981124796579067 | 0.490562398289533 |
56 | 0.469254309143475 | 0.938508618286949 | 0.530745690856525 |
57 | 0.431003146364977 | 0.862006292729955 | 0.568996853635023 |
58 | 0.396698231898274 | 0.793396463796548 | 0.603301768101726 |
59 | 0.358680198888864 | 0.717360397777728 | 0.641319801111136 |
60 | 0.320532127877057 | 0.641064255754113 | 0.679467872122943 |
61 | 0.305116860599299 | 0.610233721198598 | 0.694883139400701 |
62 | 0.274339171789499 | 0.548678343578999 | 0.7256608282105 |
63 | 0.331977250654151 | 0.663954501308303 | 0.668022749345849 |
64 | 0.298341435261979 | 0.596682870523959 | 0.701658564738021 |
65 | 0.303510708715229 | 0.607021417430458 | 0.696489291284771 |
66 | 0.357486531604496 | 0.714973063208993 | 0.642513468395504 |
67 | 0.33656570427787 | 0.67313140855574 | 0.66343429572213 |
68 | 0.306665099798516 | 0.613330199597031 | 0.693334900201484 |
69 | 0.407403806131393 | 0.814807612262786 | 0.592596193868607 |
70 | 0.426551190289171 | 0.853102380578342 | 0.573448809710829 |
71 | 0.457575356151768 | 0.915150712303536 | 0.542424643848232 |
72 | 0.50269236897229 | 0.994615262055419 | 0.49730763102771 |
73 | 0.468691672034945 | 0.937383344069891 | 0.531308327965055 |
74 | 0.450815273660896 | 0.901630547321792 | 0.549184726339104 |
75 | 0.411943033699274 | 0.823886067398549 | 0.588056966300726 |
76 | 0.570604370016814 | 0.858791259966371 | 0.429395629983186 |
77 | 0.942479249182231 | 0.115041501635538 | 0.0575207508177692 |
78 | 0.931189868022111 | 0.137620263955779 | 0.0688101319778894 |
79 | 0.922155858478051 | 0.155688283043897 | 0.0778441415219487 |
80 | 0.921625227374441 | 0.156749545251119 | 0.0783747726255594 |
81 | 0.909137743596666 | 0.181724512806668 | 0.090862256403334 |
82 | 0.940075372450062 | 0.119849255099876 | 0.0599246275499378 |
83 | 0.947565839232205 | 0.10486832153559 | 0.0524341607677948 |
84 | 0.936938008069361 | 0.126123983861278 | 0.0630619919306389 |
85 | 0.924645799108649 | 0.150708401782702 | 0.0753542008913512 |
86 | 0.950374168170514 | 0.0992516636589727 | 0.0496258318294864 |
87 | 0.942029817191309 | 0.115940365617383 | 0.0579701828086915 |
88 | 0.930785950271516 | 0.138428099456969 | 0.0692140497284845 |
89 | 0.924385086295956 | 0.151229827408087 | 0.0756149137040437 |
90 | 0.930139412330981 | 0.139721175338038 | 0.069860587669019 |
91 | 0.929116994542909 | 0.141766010914182 | 0.0708830054570908 |
92 | 0.937804536969491 | 0.124390926061018 | 0.0621954630305091 |
93 | 0.941392226792521 | 0.117215546414958 | 0.0586077732074789 |
94 | 0.93902562002412 | 0.12194875995176 | 0.0609743799758798 |
95 | 0.927434531704101 | 0.145130936591798 | 0.0725654682958989 |
96 | 0.933332941514302 | 0.133334116971397 | 0.0666670584856983 |
97 | 0.949503506861713 | 0.100992986276575 | 0.0504964931382873 |
98 | 0.981487283508548 | 0.0370254329829032 | 0.0185127164914516 |
99 | 0.981322479073345 | 0.0373550418533109 | 0.0186775209266554 |
100 | 0.995001258370881 | 0.00999748325823783 | 0.00499874162911891 |
101 | 0.994917606579 | 0.0101647868420005 | 0.00508239342100024 |
102 | 0.993468812670761 | 0.0130623746584778 | 0.0065311873292389 |
103 | 0.993847112428228 | 0.0123057751435432 | 0.0061528875717716 |
104 | 0.992149935675165 | 0.0157001286496704 | 0.0078500643248352 |
105 | 0.991198005289153 | 0.0176039894216937 | 0.00880199471084686 |
106 | 0.997135558350794 | 0.00572888329841262 | 0.00286444164920631 |
107 | 0.996303074048224 | 0.0073938519035511 | 0.00369692595177555 |
108 | 0.995445547649657 | 0.00910890470068538 | 0.00455445235034269 |
109 | 0.997340374009476 | 0.00531925198104777 | 0.00265962599052388 |
110 | 0.996601037259528 | 0.00679792548094406 | 0.00339896274047203 |
111 | 0.997435355027747 | 0.00512928994450559 | 0.0025646449722528 |
112 | 0.99726315411753 | 0.00547369176494088 | 0.00273684588247044 |
113 | 0.996607087754606 | 0.00678582449078838 | 0.00339291224539419 |
114 | 0.996695623399231 | 0.0066087532015385 | 0.00330437660076925 |
115 | 0.996414293233329 | 0.00717141353334266 | 0.00358570676667133 |
116 | 0.997107120300389 | 0.00578575939922128 | 0.00289287969961064 |
117 | 0.999749784441038 | 0.000500431117922989 | 0.000250215558961494 |
118 | 0.9997613421349 | 0.000477315730200137 | 0.000238657865100069 |
119 | 0.999731412464375 | 0.000537175071249902 | 0.000268587535624951 |
120 | 0.999645009433346 | 0.000709981133307663 | 0.000354990566653832 |
121 | 0.999522076172234 | 0.000955847655531411 | 0.000477923827765705 |
122 | 0.999364008909872 | 0.00127198218025601 | 0.000635991090128006 |
123 | 0.999151715937464 | 0.00169656812507117 | 0.000848284062535585 |
124 | 0.999563696831743 | 0.000872606336514305 | 0.000436303168257153 |
125 | 0.999643586513481 | 0.000712826973038179 | 0.00035641348651909 |
126 | 0.999530808678013 | 0.000938382643974306 | 0.000469191321987153 |
127 | 0.999366963006892 | 0.00126607398621644 | 0.000633036993108221 |
128 | 0.999264636672853 | 0.00147072665429454 | 0.000735363327147268 |
129 | 0.999576511361173 | 0.000846977277654988 | 0.000423488638827494 |
130 | 0.999480968855231 | 0.00103806228953857 | 0.000519031144769286 |
131 | 0.999344413953027 | 0.00131117209394531 | 0.000655586046972654 |
132 | 0.999761098478547 | 0.000477803042906667 | 0.000238901521453333 |
133 | 0.999698713425559 | 0.000602573148881848 | 0.000301286574440924 |
134 | 0.999628286984072 | 0.00074342603185652 | 0.00037171301592826 |
135 | 0.999522169453216 | 0.000955661093568126 | 0.000477830546784063 |
136 | 0.999421559950299 | 0.00115688009940261 | 0.000578440049701307 |
137 | 0.9992371497636 | 0.00152570047280044 | 0.000762850236400219 |
138 | 0.999041501296988 | 0.0019169974060243 | 0.000958498703012152 |
139 | 0.998743780646945 | 0.00251243870611095 | 0.00125621935305547 |
140 | 0.998482598411592 | 0.00303480317681585 | 0.00151740158840792 |
141 | 0.998067873731663 | 0.00386425253667398 | 0.00193212626833699 |
142 | 0.997630614254176 | 0.00473877149164902 | 0.00236938574582451 |
143 | 0.998171346149548 | 0.00365730770090309 | 0.00182865385045154 |
144 | 0.997724792298869 | 0.0045504154022621 | 0.00227520770113105 |
145 | 0.997415593465208 | 0.0051688130695843 | 0.00258440653479215 |
146 | 0.996872547758966 | 0.00625490448206752 | 0.00312745224103376 |
147 | 0.997073234318157 | 0.00585353136368636 | 0.00292676568184318 |
148 | 0.997180883228721 | 0.00563823354255781 | 0.0028191167712789 |
149 | 0.996629393242682 | 0.00674121351463569 | 0.00337060675731784 |
150 | 0.996748301672869 | 0.00650339665426203 | 0.00325169832713101 |
151 | 0.996040852324986 | 0.00791829535002727 | 0.00395914767501364 |
152 | 0.997885066468331 | 0.00422986706333878 | 0.00211493353166939 |
153 | 0.997394813393178 | 0.0052103732136447 | 0.00260518660682235 |
154 | 0.996996920299349 | 0.00600615940130091 | 0.00300307970065045 |
155 | 0.998983953353686 | 0.00203209329262844 | 0.00101604664631422 |
156 | 0.998770935993577 | 0.0024581280128469 | 0.00122906400642345 |
157 | 0.998406288721962 | 0.0031874225560762 | 0.0015937112780381 |
158 | 0.99789520973662 | 0.00420958052675922 | 0.00210479026337961 |
159 | 0.997635140348974 | 0.00472971930205229 | 0.00236485965102614 |
160 | 0.996970824490651 | 0.00605835101869775 | 0.00302917550934887 |
161 | 0.998184990244752 | 0.00363001951049547 | 0.00181500975524774 |
162 | 0.998620068737449 | 0.00275986252510116 | 0.00137993126255058 |
163 | 0.998199691705807 | 0.00360061658838685 | 0.00180030829419343 |
164 | 0.997816773032673 | 0.00436645393465353 | 0.00218322696732677 |
165 | 0.997386107433367 | 0.00522778513326553 | 0.00261389256663277 |
166 | 0.997199631242275 | 0.00560073751544911 | 0.00280036875772455 |
167 | 0.996632144730391 | 0.00673571053921746 | 0.00336785526960873 |
168 | 0.998197434600206 | 0.00360513079958721 | 0.00180256539979361 |
169 | 0.997851279360438 | 0.00429744127912378 | 0.00214872063956189 |
170 | 0.998869580684615 | 0.00226083863076962 | 0.00113041931538481 |
171 | 0.998843895889098 | 0.00231220822180393 | 0.00115610411090197 |
172 | 0.999633776458505 | 0.000732447082989139 | 0.00036622354149457 |
173 | 0.99976456773404 | 0.000470864531919845 | 0.000235432265959922 |
174 | 0.999803559902935 | 0.000392880194130313 | 0.000196440097065156 |
175 | 0.999999998521168 | 2.95766327880339e-09 | 1.4788316394017e-09 |
176 | 0.999999998794815 | 2.4103692687443e-09 | 1.20518463437215e-09 |
177 | 0.999999998632799 | 2.73440135504535e-09 | 1.36720067752268e-09 |
178 | 0.999999997883312 | 4.2333768826784e-09 | 2.1166884413392e-09 |
179 | 0.999999999999634 | 7.32912310696897e-13 | 3.66456155348448e-13 |
180 | 0.999999999999451 | 1.09867881971342e-12 | 5.4933940985671e-13 |
181 | 0.999999999999034 | 1.93247020787141e-12 | 9.66235103935707e-13 |
182 | 0.999999999999603 | 7.94853407437504e-13 | 3.97426703718752e-13 |
183 | 0.999999999999207 | 1.58560079557301e-12 | 7.92800397786507e-13 |
184 | 0.999999999998947 | 2.10517192773178e-12 | 1.05258596386589e-12 |
185 | 0.99999999999997 | 5.99877810347119e-14 | 2.9993890517356e-14 |
186 | 0.999999999999939 | 1.21561048178039e-13 | 6.07805240890197e-14 |
187 | 0.999999999999872 | 2.56845818872228e-13 | 1.28422909436114e-13 |
188 | 0.999999999999784 | 4.32798665708669e-13 | 2.16399332854335e-13 |
189 | 0.999999999999696 | 6.07799414095079e-13 | 3.0389970704754e-13 |
190 | 0.999999999999632 | 7.36649151204081e-13 | 3.68324575602041e-13 |
191 | 0.999999999999457 | 1.08546112905797e-12 | 5.42730564528983e-13 |
192 | 0.999999999999409 | 1.1825561142623e-12 | 5.91278057131151e-13 |
193 | 0.999999999999505 | 9.90708177445981e-13 | 4.95354088722991e-13 |
194 | 0.999999999999316 | 1.36826988902085e-12 | 6.84134944510426e-13 |
195 | 0.999999999999535 | 9.30719688046983e-13 | 4.65359844023491e-13 |
196 | 0.999999999999796 | 4.07523350273855e-13 | 2.03761675136928e-13 |
197 | 0.999999999999723 | 5.5342078963028e-13 | 2.7671039481514e-13 |
198 | 0.999999999999417 | 1.16656265953452e-12 | 5.8328132976726e-13 |
199 | 0.999999999998835 | 2.32957147652431e-12 | 1.16478573826216e-12 |
200 | 0.999999999998515 | 2.97032616749947e-12 | 1.48516308374974e-12 |
201 | 0.999999999996993 | 6.0145662944241e-12 | 3.00728314721205e-12 |
202 | 0.999999999994238 | 1.15248215837061e-11 | 5.76241079185304e-12 |
203 | 0.9999999999887 | 2.25998916624444e-11 | 1.12999458312222e-11 |
204 | 0.999999999982201 | 3.55982555392134e-11 | 1.77991277696067e-11 |
205 | 0.999999999964927 | 7.01459045354188e-11 | 3.50729522677094e-11 |
206 | 0.999999999947245 | 1.05509521671898e-10 | 5.2754760835949e-11 |
207 | 0.999999999894562 | 2.10875603761293e-10 | 1.05437801880646e-10 |
208 | 0.999999999862137 | 2.75725829288365e-10 | 1.37862914644183e-10 |
209 | 0.999999999743809 | 5.12382453484856e-10 | 2.56191226742428e-10 |
210 | 0.999999999701479 | 5.97042915114157e-10 | 2.98521457557078e-10 |
211 | 0.999999999406573 | 1.18685305189959e-09 | 5.93426525949795e-10 |
212 | 0.999999998862138 | 2.27572391677933e-09 | 1.13786195838967e-09 |
213 | 0.999999997770278 | 4.45944440493823e-09 | 2.22972220246911e-09 |
214 | 0.999999997368598 | 5.26280367986853e-09 | 2.63140183993427e-09 |
215 | 0.999999998642043 | 2.7159129487738e-09 | 1.3579564743869e-09 |
216 | 0.999999999042958 | 1.91408486827323e-09 | 9.57042434136616e-10 |
217 | 0.999999998063944 | 3.87211172176599e-09 | 1.93605586088299e-09 |
218 | 0.999999996869972 | 6.26005652221778e-09 | 3.13002826110889e-09 |
219 | 0.999999994730229 | 1.05395413454421e-08 | 5.26977067272106e-09 |
220 | 0.999999992767523 | 1.44649536870421e-08 | 7.23247684352104e-09 |
221 | 0.999999986480244 | 2.70395112006564e-08 | 1.35197556003282e-08 |
222 | 0.999999990062244 | 1.98755112000001e-08 | 9.93775560000005e-09 |
223 | 0.999999985884202 | 2.82315954585688e-08 | 1.41157977292844e-08 |
224 | 0.999999972412905 | 5.51741897481498e-08 | 2.75870948740749e-08 |
225 | 0.999999961961656 | 7.60766885170273e-08 | 3.80383442585137e-08 |
226 | 0.999999934666799 | 1.30666400958194e-07 | 6.5333200479097e-08 |
227 | 0.999999879131248 | 2.41737503791017e-07 | 1.20868751895508e-07 |
228 | 0.999999856172948 | 2.87654104778179e-07 | 1.43827052389089e-07 |
229 | 0.999999801464905 | 3.97070190559189e-07 | 1.98535095279595e-07 |
230 | 0.999999634996587 | 7.30006826488714e-07 | 3.65003413244357e-07 |
231 | 0.999999852627892 | 2.94744215321782e-07 | 1.47372107660891e-07 |
232 | 0.999999773733979 | 4.52532042013556e-07 | 2.26266021006778e-07 |
233 | 0.999999566606621 | 8.66786757572562e-07 | 4.33393378786281e-07 |
234 | 0.999999330758711 | 1.33848257798171e-06 | 6.69241288990856e-07 |
235 | 0.999998715776386 | 2.56844722826922e-06 | 1.28422361413461e-06 |
236 | 0.999998975587337 | 2.04882532594553e-06 | 1.02441266297277e-06 |
237 | 0.999998981029544 | 2.03794091122153e-06 | 1.01897045561076e-06 |
238 | 0.999998019220962 | 3.96155807585222e-06 | 1.98077903792611e-06 |
239 | 0.999996358276661 | 7.28344667752601e-06 | 3.64172333876301e-06 |
240 | 0.999993118378794 | 1.37632424126534e-05 | 6.88162120632671e-06 |
241 | 0.999991498267285 | 1.70034654292226e-05 | 8.50173271461131e-06 |
242 | 0.999988060287811 | 2.38794243786856e-05 | 1.19397121893428e-05 |
243 | 0.999986312403171 | 2.73751936569861e-05 | 1.3687596828493e-05 |
244 | 0.99997505695081 | 4.98860983794047e-05 | 2.49430491897024e-05 |
245 | 0.999954143449221 | 9.17131015571571e-05 | 4.58565507785786e-05 |
246 | 0.999917088666463 | 0.000165822667074137 | 8.29113335370683e-05 |
247 | 0.999933368768974 | 0.000133262462052888 | 6.6631231026444e-05 |
248 | 0.999927543669085 | 0.000144912661830303 | 7.24563309151513e-05 |
249 | 0.999866630578322 | 0.000266738843356729 | 0.000133369421678365 |
250 | 0.999797281379415 | 0.000405437241169038 | 0.000202718620584519 |
251 | 0.999761140670329 | 0.000477718659342179 | 0.000238859329671089 |
252 | 0.999638960074884 | 0.000722079850232497 | 0.000361039925116248 |
253 | 0.999444761765249 | 0.00111047646950141 | 0.000555238234750706 |
254 | 0.999655782707953 | 0.000688434584094877 | 0.000344217292047438 |
255 | 0.999426713293069 | 0.00114657341386129 | 0.000573286706930646 |
256 | 0.998966430697123 | 0.00206713860575422 | 0.00103356930287711 |
257 | 0.9990992282614 | 0.0018015434772007 | 0.000900771738600348 |
258 | 0.998396928041137 | 0.00320614391772556 | 0.00160307195886278 |
259 | 0.998028072433155 | 0.00394385513369031 | 0.00197192756684515 |
260 | 0.99655074944575 | 0.0068985011085002 | 0.0034492505542501 |
261 | 0.996025308146361 | 0.00794938370727797 | 0.00397469185363898 |
262 | 0.996179433329796 | 0.00764113334040873 | 0.00382056667020436 |
263 | 0.99419230187545 | 0.0116153962491007 | 0.00580769812455035 |
264 | 0.996276481437977 | 0.00744703712404556 | 0.00372351856202278 |
265 | 0.993451222081639 | 0.0130975558367218 | 0.00654877791836092 |
266 | 0.993465732085015 | 0.0130685358299703 | 0.00653426791498516 |
267 | 0.992760285756487 | 0.0144794284870269 | 0.00723971424351347 |
268 | 0.989887060334909 | 0.020225879330181 | 0.0101129396650905 |
269 | 0.98109828078816 | 0.0378034384236808 | 0.0189017192118404 |
270 | 0.986809970828631 | 0.0263800583427386 | 0.0131900291713693 |
271 | 0.99732843166813 | 0.00534313666373931 | 0.00267156833186966 |
272 | 0.993627025558295 | 0.0127459488834101 | 0.00637297444170506 |
273 | 0.996526122251465 | 0.00694775549707088 | 0.00347387774853544 |
274 | 0.992274815361358 | 0.0154503692772841 | 0.00772518463864206 |
275 | 0.992217469632698 | 0.0155650607346048 | 0.00778253036730242 |
276 | 0.991166779893638 | 0.0176664402127237 | 0.00883322010636183 |
277 | 0.986051478816839 | 0.0278970423663213 | 0.0139485211831606 |
278 | 0.99539739546548 | 0.00920520906903955 | 0.00460260453451977 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 162 | 0.604477611940298 | NOK |
5% type I error level | 181 | 0.675373134328358 | NOK |
10% type I error level | 182 | 0.67910447761194 | NOK |