Multiple Linear Regression - Estimated Regression Equation |
acceleration [t] = + 18.4042054369189 + 0.00218916863715812weight[t] -0.0891828583404409horsepower[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) | 18.4042054369189 | 0.25833 | 71.243 | 0 | 0 |
weight | 0.00218916863715812 | 0.000163 | 13.4369 | 0 | 0 |
horsepower | -0.0891828583404409 | 0.003574 | -24.9559 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.764889185377629 |
R-squared | 0.585055465907653 |
Adjusted R-squared | 0.583736087420873 |
F-TEST (value) | 443.432625110823 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 629 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 1.75526632074775 |
Sum Squared Residuals | 1937.92374989659 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 11.5 | 11.7736335877707 | -0.273633587770679 |
2 | 11 | 12.548760123128 | -1.54876012312801 |
3 | 10.5 | 13.4690478988155 | -2.96904789881547 |
4 | 10 | 10.2491805394150 | -0.249180539414952 |
5 | 8.5 | 8.66958605714987 | -0.169586057149872 |
6 | 10 | 8.02513352974433 | 1.97486647025567 |
7 | 10 | 11.0431273732383 | -1.04312737323828 |
8 | 8 | 12.0356577139520 | -4.03565771395196 |
9 | 10 | 5.09383672458961 | 4.90616327541039 |
10 | 15 | 15.1245419019160 | -0.124541901916024 |
11 | 15.5 | 15.8262219773727 | -0.326221977372707 |
12 | 20.5 | 18.3189184024437 | 2.18108159755628 |
13 | 17.5 | 16.494755359787 | 1.00524464021301 |
14 | 17.5 | 15.1311094078275 | 2.3688905921725 |
15 | 12.5 | 13.2171451798603 | -0.717145179860267 |
16 | 14 | 9.33290415420878 | 4.66709584579122 |
17 | 15 | 10.1474357250346 | 4.8525642749654 |
18 | 18.5 | 11.5510597682460 | 6.94894023175402 |
19 | 14.5 | 15.2190431001068 | -0.719043100106845 |
20 | 14 | 14.8093016181653 | -0.809301618165255 |
21 | 15.5 | 16.7736619959741 | -1.27366199597414 |
22 | 15.5 | 16.6839060818507 | -1.18390608185066 |
23 | 12 | 12.9032446045446 | -0.903244604544629 |
24 | 13 | 13.9936114236524 | -0.993611423652375 |
25 | 12 | 13.6329138709963 | -1.63291387099633 |
26 | 12 | 14.0495320223344 | -2.04953202233443 |
27 | 19 | 17.2545577146839 | 1.74544228531614 |
28 | 15 | 16.6707710700277 | -1.67077107002771 |
29 | 14 | 15.5944339941320 | -1.59443399413196 |
30 | 14 | 15.0253532029659 | -1.02535320296586 |
31 | 14.5 | 16.1469414387769 | -1.64694143877686 |
32 | 19 | 16.4887156384715 | 2.51128436152846 |
33 | 19 | 17.0681692170404 | 1.93183078295961 |
34 | 20.5 | 16.4412300387321 | 4.05876996126789 |
35 | 17 | 15.9237492922817 | 1.07625070771826 |
36 | 16.5 | 15.6075690059549 | 0.892430994045093 |
37 | 12 | 13.0455405659599 | -1.04554056595991 |
38 | 13.5 | 14.0789890005015 | -0.578989000501541 |
39 | 13 | 13.7983054136573 | -0.79830541365727 |
40 | 11 | 9.99658919806071 | 1.00341080193929 |
41 | 13.5 | 14.4364995986364 | -0.936499598636367 |
42 | 12.5 | 11.1399660657483 | 1.36003393425171 |
43 | 13.5 | 14.8542311024745 | -1.35423110247450 |
44 | 14 | 15.7816469277355 | -1.78164692773551 |
45 | 16 | 15.3188953972141 | 0.681104602785909 |
46 | 14.5 | 14.8365569155742 | -0.336556915574235 |
47 | 18 | 17.1233106509494 | 0.87668934905062 |
48 | 16 | 15.9775385056346 | 0.0224614943653709 |
49 | 14.5 | 15.2395247826143 | -0.739524782614331 |
50 | 15 | 16.0069377004937 | -1.00693770049375 |
51 | 13 | 11.772796639690 | 1.22720336031001 |
52 | 11.5 | 13.0654039214973 | -1.56540392149733 |
53 | 14.5 | 15.0347734756716 | -0.534773475671568 |
54 | 12.5 | 13.2952666283989 | -0.795266628398935 |
55 | 12 | 14.7992254821266 | -2.79922548212656 |
56 | 13 | 13.8646565830501 | -0.864656583050066 |
57 | 11 | 9.59560439066776 | 1.40439560933224 |
58 | 11 | 9.1766362328895 | 1.82336376711050 |
59 | 16.5 | 15.8724006277430 | 0.627599372256953 |
60 | 18 | 16.6620143954791 | 1.33798560452092 |
61 | 16.5 | 17.1695923558147 | -0.66959235581473 |
62 | 16 | 16.2891796168841 | -0.289179616884144 |
63 | 14 | 15.9660523657318 | -1.96605236573184 |
64 | 12.5 | 12.2003606342139 | 0.299639365786130 |
65 | 15 | 15.5915109319088 | -0.591510931908756 |
66 | 19.5 | 17.2392335342238 | 2.26076646577625 |
67 | 16.5 | 15.2290489407166 | 1.27095105928343 |
68 | 18.5 | 15.8806420298166 | 2.61935797018337 |
69 | 14 | 14.2732644655465 | -0.273264465546546 |
70 | 13 | 14.4088773544344 | -1.40887735443437 |
71 | 9.5 | 7.25741144837988 | 2.24258855162012 |
72 | 15.5 | 16.439716980373 | -0.939716980373004 |
73 | 14 | 15.940998749081 | -1.94099874908099 |
74 | 11 | 12.4677608835532 | -1.46776088355316 |
75 | 14 | 14.4172795943109 | -0.41727959431095 |
76 | 11 | 10.3724048221868 | 0.627595177813159 |
77 | 16.5 | 16.7226350070415 | -0.222635007041452 |
78 | 16 | 15.8366978192705 | 0.163302180729535 |
79 | 16.5 | 16.6352290993581 | -0.135229099358129 |
80 | 21 | 16.6266332626125 | 4.3733667373875 |
81 | 17 | 17.7631662199696 | -0.763166219969612 |
82 | 18 | 16.5451515096286 | 1.45484849037136 |
83 | 14 | 14.9839525957289 | -0.983952595728899 |
84 | 14.5 | 15.3136801118587 | -0.813680111858721 |
85 | 16 | 16.0719694083965 | -0.0719694083964852 |
86 | 15.5 | 14.3460675742348 | 1.15393242576517 |
87 | 15.5 | 16.7262919628507 | -1.22629196285070 |
88 | 14.5 | 16.4830303518281 | -1.98303035182813 |
89 | 19 | 17.3489558583797 | 1.65104414162033 |
90 | 14.5 | 16.3674744153468 | -1.86747441534679 |
91 | 14 | 16.6323638204429 | -2.63236382044292 |
92 | 15 | 15.2023089157826 | -0.202308915782643 |
93 | 16 | 16.8072912024255 | -0.807291202425548 |
94 | 16 | 17.0772803262611 | -1.07728032626107 |
95 | 19.5 | 18.8964341925524 | 0.603565807447553 |
96 | 11.5 | 13.462158717298 | -1.96215871729800 |
97 | 14 | 15.1925997265370 | -1.19259972653697 |
98 | 13.5 | 15.4001007457790 | -1.90010074577896 |
99 | 21 | 17.1471728848471 | 3.85282711515287 |
100 | 19 | 16.7596900360701 | 2.24030996392986 |
101 | 19 | 18.2178371862204 | 0.782162813779552 |
102 | 13.5 | 15.6454031997567 | -2.14540319975665 |
103 | 12 | 13.8370921221561 | -1.83709212215606 |
104 | 17 | 16.7792442281225 | 0.220755771877467 |
105 | 16 | 15.8651570115535 | 0.134842988446479 |
106 | 13.5 | 15.7577846938378 | -2.25778469383776 |
107 | 16.5 | 16.9387443751500 | -0.438744375150046 |
108 | 14.5 | 16.2859473911759 | -1.78594739117591 |
109 | 15 | 15.8294542030809 | -0.829454203080939 |
110 | 17 | 17.0294855630366 | -0.0294855630366109 |
111 | 13.5 | 13.9954461576175 | -0.495446157617485 |
112 | 17.5 | 17.6070716485743 | -0.107071648574306 |
113 | 16.9 | 16.0403482858342 | 0.859651714165836 |
114 | 14.9 | 15.8299242043690 | -0.92992420436897 |
115 | 15.3 | 15.8225775336844 | -0.522577533684434 |
116 | 13 | 15.1459510748786 | -2.1459510748786 |
117 | 13.9 | 16.3757485764864 | -2.47574857648641 |
118 | 12.8 | 14.0757567747933 | -1.27575677479331 |
119 | 14.5 | 16.3802877515637 | -1.88028775156373 |
120 | 17.6 | 17.7741698464634 | -0.174169846463392 |
121 | 22.2 | 18.2216549798327 | 3.9783450201673 |
122 | 22.1 | 17.7905948673026 | 4.30940513269743 |
123 | 17.7 | 17.4785742971391 | 0.221425702860943 |
124 | 16.2 | 16.5736107019117 | -0.373610701911699 |
125 | 17.8 | 16.9218493530228 | 0.87815064697716 |
126 | 17 | 16.5178509410326 | 0.482149058967356 |
127 | 16.4 | 16.4331494744615 | -0.0331494744615312 |
128 | 15.7 | 16.2034350932420 | -0.503435093241956 |
129 | 13.2 | 13.6521011162557 | -0.452101116255709 |
130 | 16.7 | 16.0648866300100 | 0.635113369990039 |
131 | 12.1 | 11.9398495663921 | 0.160150433607945 |
132 | 15 | 15.2825164784635 | -0.282516478463457 |
133 | 14 | 13.2471049183815 | 0.752895081618544 |
134 | 14.8 | 15.9872351827593 | -1.18723518275932 |
135 | 18.6 | 17.2268324159868 | 1.37316758401316 |
136 | 16.8 | 16.4193383523605 | 0.380661647639471 |
137 | 12.5 | 13.9666652897284 | -1.46666528972843 |
138 | 13.7 | 14.5358491353895 | -0.835849135389537 |
139 | 16.9 | 16.5379078934391 | 0.362092106560883 |
140 | 17.7 | 17.4326017557587 | 0.267398244241264 |
141 | 11.1 | 11.5895825844468 | -0.489582584446756 |
142 | 11.4 | 12.3610068928075 | -0.961006892807467 |
143 | 14.5 | 14.6060055862736 | -0.106005586273606 |
144 | 14.5 | 15.6949296424512 | -1.19492964245121 |
145 | 18.2 | 16.6739580245489 | 1.52604197545108 |
146 | 15.8 | 16.4980906399902 | -0.698090639990229 |
147 | 15.9 | 15.5445531167654 | 0.355446883234647 |
148 | 16.4 | 16.7744536728682 | -0.374453672868178 |
149 | 14.5 | 15.9159778914962 | -1.41597789149619 |
150 | 12.8 | 14.2859294760815 | -1.48592947608146 |
151 | 21.5 | 18.4689279813366 | 3.03107201866345 |
152 | 14.4 | 16.4586403333344 | -2.05864033333437 |
153 | 18.6 | 16.6929844320053 | 1.90701556799471 |
154 | 13.2 | 14.0951501290427 | -0.895150129042703 |
155 | 12.8 | 13.8231201622521 | -1.02312016225205 |
156 | 18.2 | 16.8386609448108 | 1.36133905518917 |
157 | 15.8 | 17.3145474871552 | -1.51454748715520 |
158 | 17.2 | 16.9947680283271 | 0.205231971672888 |
159 | 17.2 | 17.4049795115567 | -0.204979511556734 |
160 | 16.7 | 17.5444101940568 | -0.844410194056802 |
161 | 18.7 | 16.5188814859827 | 2.18111851401725 |
162 | 13.2 | 12.9705935598215 | 0.229406440178519 |
163 | 13.4 | 11.2307197657558 | 2.16928023424418 |
164 | 13.7 | 14.8504133088623 | -1.15041330886225 |
165 | 16.5 | 17.0574294828446 | -0.557429482844616 |
166 | 14.7 | 14.7885560433598 | -0.0885560433597586 |
167 | 14.5 | 16.5973371222484 | -2.09733712224839 |
168 | 17.6 | 17.0737389370678 | 0.526261062932197 |
169 | 15.9 | 15.4137182710109 | 0.486281728989084 |
170 | 13.6 | 14.1303376650402 | -0.530337665040234 |
171 | 15.8 | 14.0079503303494 | 1.7920496696506 |
172 | 14.9 | 16.4286680826922 | -1.52866808269220 |
173 | 16.6 | 17.0136461101015 | -0.413646110101452 |
174 | 18.2 | 17.3692767030842 | 0.830723296915848 |
175 | 17.3 | 16.8828112643470 | 0.417188735652984 |
176 | 16.6 | 15.9496976403216 | 0.650302359678368 |
177 | 15.4 | 15.2168414193487 | 0.183158580651286 |
178 | 13.2 | 14.7551329458984 | -1.55513294589837 |
179 | 15.2 | 14.7490354412749 | 0.450964558725071 |
180 | 14.3 | 14.6151292076153 | -0.31512920761526 |
181 | 15 | 15.1483010813188 | -0.14830108131876 |
182 | 14 | 16.2863721212769 | -2.28637212127693 |
183 | 15.2 | 16.9309277031775 | -1.73092770317748 |
184 | 15 | 17.1146570308958 | -2.11465703089576 |
185 | 24.8 | 19.0556704472819 | 5.74432955271805 |
186 | 22.2 | 17.8647049253599 | 4.33529507464006 |
187 | 14.9 | 16.8681179229779 | -1.96811792297794 |
188 | 19.2 | 17.0294402918496 | 2.17055970815041 |
189 | 16 | 16.2228284474913 | -0.222828447491348 |
190 | 11.3 | 13.8290693411935 | -2.52906934119347 |
191 | 13.2 | 15.9732632228553 | -2.77326322285532 |
192 | 14.7 | 16.3198857611123 | -1.61988576111235 |
193 | 15.5 | 16.8024428638632 | -1.3024428638632 |
194 | 16.4 | 17.0272511232124 | -0.627251123212436 |
195 | 18.1 | 16.8390278916039 | 1.26097210839615 |
196 | 20.1 | 16.951821603665 | 3.148178396335 |
197 | 15.8 | 16.2378434644664 | -0.437843464466425 |
198 | 15.5 | 16.3125843616148 | -0.812584361614831 |
199 | 15 | 15.5278189324411 | -0.52781893244115 |
200 | 15.2 | 16.6739580245489 | -1.47395802454892 |
201 | 14.4 | 15.1696774952153 | -0.76967749521529 |
202 | 19.2 | 17.2264654691938 | 1.97353453080618 |
203 | 19.9 | 18.8870014077258 | 1.01299859227424 |
204 | 13.8 | 16.4789159068518 | -2.67891590685183 |
205 | 15.3 | 16.9138843553682 | -1.61388435536824 |
206 | 15.1 | 16.0290354958554 | -0.92903549585535 |
207 | 15.7 | 16.3638752428455 | -0.663875242845533 |
208 | 16.4 | 16.6813046952335 | -0.281304695233461 |
209 | 12.6 | 14.5595755557262 | -1.95957555572623 |
210 | 12.9 | 16.1340125359439 | -3.23401253594393 |
211 | 16.4 | 16.8011936978021 | -0.401193697802108 |
212 | 16.1 | 16.9061707378907 | -0.806170737890684 |
213 | 19.4 | 16.9309277031775 | 2.46907229682252 |
214 | 17.3 | 17.3626639259857 | -0.0626639259856584 |
215 | 14.9 | 17.6346938927763 | -2.73469389277631 |
216 | 16.2 | 17.0841695077785 | -0.884169507778546 |
217 | 14.2 | 16.5989532351025 | -2.39895323510251 |
218 | 14.8 | 15.2105955890432 | -0.410595589043243 |
219 | 20.4 | 18.3405914677043 | 2.05940853229569 |
220 | 13.8 | 14.1165265429392 | -0.316526542939232 |
221 | 15.8 | 16.0701019153653 | -0.270101915365330 |
222 | 17.1 | 17.2549699326639 | -0.154969932663895 |
223 | 16.6 | 18.4091318057343 | -1.80913180573426 |
224 | 18.6 | 16.3355191050575 | 2.26448089494252 |
225 | 18 | 15.7991727889537 | 2.20082721104625 |
226 | 16 | 16.4404961451461 | -0.440496145146066 |
227 | 18 | 16.3651244089066 | 1.63487559109337 |
228 | 15.3 | 16.1392278212993 | -0.8392278212993 |
229 | 17.6 | 16.6524332849704 | 0.947566715029637 |
230 | 14.7 | 17.4376687154321 | -2.73766871543208 |
231 | 14.5 | 15.2847181592216 | -0.78471815922159 |
232 | 14.5 | 16.5426079063194 | -2.04260790631944 |
233 | 15.7 | 16.730670300125 | -1.03067030012501 |
234 | 16.4 | 15.041192655901 | 1.35880734409898 |
235 | 17 | 17.4240059190131 | -0.424005919013104 |
236 | 13.9 | 15.6767854542629 | -1.77678545426291 |
237 | 17.3 | 16.8357956658956 | 0.464204334104379 |
238 | 15.6 | 16.8422601173121 | -1.24226011731209 |
239 | 11.6 | 15.9369873585997 | -4.3369873585997 |
240 | 18.6 | 17.1053273005641 | 1.49467269943592 |
241 | 18 | 15.7817172231645 | 2.21828277683553 |
242 | 17 | 17.3766358858897 | -0.376635885889661 |
243 | 17 | 17.0735906113858 | -0.0735906113857769 |
244 | 16 | 16.9061707378907 | -0.906170737890685 |
245 | 19 | 16.4887156384715 | 2.51128436152846 |
246 | 18 | 17.6070716485743 | 0.392928351425694 |
247 | 17 | 17.6070716485743 | -0.607071648574306 |
248 | 14 | 16.4586403333344 | -2.45864033333437 |
249 | 16 | 16.993737483377 | -0.99373748337701 |
250 | 12 | 16.0674552575611 | -4.06745525756111 |
251 | 19 | 17.2268324159868 | 1.77316758401315 |
252 | 19 | 17.0681692170404 | 1.93183078295961 |
253 | 21 | 18.3189184024437 | 2.68108159755628 |
254 | 21 | 16.6266332626125 | 4.3733667373875 |
255 | 15 | 16.9138843553682 | -1.91388435536824 |
256 | 14 | 16.4789159068518 | -2.47891590685183 |
257 | 20 | 18.1214232238115 | 1.87857677618855 |
258 | 16 | 16.8011936978021 | -0.801193697802106 |
259 | 14 | 15.4618347098414 | -1.46183470984138 |
260 | 14 | 16.2863721212769 | -2.28637212127693 |
261 | 14 | 16.4018250032633 | -2.40182500326326 |
262 | 14 | 16.4018250032633 | -2.40182500326326 |
263 | 15 | 15.6949296424512 | -0.694929642451212 |
264 | 17 | 16.4193383523605 | 0.580661647639470 |
265 | 21 | 18.5706727957169 | 2.4293272042831 |
266 | 19 | 16.6978327705676 | 2.30216722943236 |
267 | 21 | 16.4412300387321 | 4.55876996126789 |
268 | 16 | 16.7262919628507 | -0.726291962850698 |
269 | 15 | 16.730670300125 | -1.73067030012501 |
270 | 16 | 16.730670300125 | -0.730670300125014 |
271 | 19 | 17.3615178144196 | 1.63848218558043 |
272 | 18 | 16.6524332849704 | 1.34756671502964 |
273 | 15 | 16.9309277031775 | -1.93092770317748 |
274 | 19 | 16.9309277031775 | 2.06907229682252 |
275 | 15 | 16.1392278212993 | -1.1392278212993 |
276 | 22 | 18.4689279813366 | 3.53107201866345 |
277 | 16 | 16.7744536728682 | -0.774453672868176 |
278 | 19 | 18.1121965479748 | 0.88780345202521 |
279 | 16 | 16.6852708145277 | -0.685270814527736 |
280 | 15 | 16.4286680826922 | -1.42866808269220 |
281 | 17 | 16.5178509410326 | 0.482149058967356 |
282 | 16 | 16.7963453592398 | -0.796345359239758 |
283 | 16 | 16.8072912024255 | -0.807291202425548 |
284 | 19 | 17.3489558583797 | 1.65104414162033 |
285 | 16 | 17.0272511232124 | -1.02725112321243 |
286 | 19 | 17.0294402918496 | 1.97055970815041 |
287 | 18 | 16.7728375600141 | 1.22716243998594 |
288 | 22 | 18.2216549798327 | 3.77834502016730 |
289 | 16 | 17.0841695077785 | -1.08416950777855 |
290 | 19 | 16.8166209327572 | 2.18337906724278 |
291 | 17 | 17.3626639259857 | -0.362663925985659 |
292 | 17 | 17.2756702362824 | -0.275670236282376 |
293 | 15 | 16.1469414387769 | -1.14694143877686 |
294 | 18 | 16.9495871638408 | 1.05041283615917 |
295 | 19 | 16.6929844320053 | 2.30701556799471 |
296 | 20 | 16.7017411065539 | 3.29825889344607 |
297 | 16 | 15.5445531167654 | 0.455446883234646 |
298 | 22 | 18.6878448450524 | 3.31215515494763 |
299 | 17 | 15.1533680409921 | 1.84663195900790 |
300 | 16 | 16.3302585485151 | -0.330258548515098 |
301 | 18 | 17.2264654691938 | 0.773534530806177 |
302 | 19 | 17.2264654691938 | 1.77353453080618 |
303 | 16 | 16.8024428638632 | -0.8024428638632 |
304 | 14 | 15.0253532029659 | -1.02535320296586 |
305 | 14 | 15.027542371603 | -1.02754237160301 |
306 | 15 | 16.3674744153468 | -1.36747441534679 |
307 | 15 | 17.4376687154321 | -2.43766871543208 |
308 | 17 | 16.813388707049 | 0.186611292951009 |
309 | 17 | 15.9237492922817 | 1.07625070771826 |
310 | 15 | 16.9135174085752 | -1.91351740857522 |
311 | 25 | 18.4296260003627 | 6.57037399963728 |
312 | 15 | 15.2190431001068 | -0.219043100106846 |
313 | 15 | 15.2190431001068 | -0.219043100106846 |
314 | 17 | 17.0136461101015 | -0.0136461101014536 |
315 | 15 | 16.3198857611123 | -1.31988576111235 |
316 | 18 | 17.1247206548135 | 0.875279345186524 |
317 | 15 | 16.8681179229779 | -1.86811792297794 |
318 | 15 | 15.9872351827593 | -0.987235182759325 |
319 | 17 | 17.0574294828446 | -0.057429482844616 |
320 | 16 | 16.4331494744615 | -0.43314947446153 |
321 | 16 | 16.439716980373 | -0.439716980373004 |
322 | 15 | 15.2847181592216 | -0.284718159221589 |
323 | 15 | 16.0069377004937 | -1.00693770049375 |
324 | 22 | 17.7905948673026 | 4.20940513269743 |
325 | 16 | 16.4681761726561 | -0.46817617265606 |
326 | 16 | 16.2378434644664 | -0.237843464466426 |
327 | 18 | 17.0426783581676 | 0.957321641832449 |
328 | 14 | 16.2422218017407 | -2.24222180174074 |
329 | 14 | 16.5989532351025 | -2.59895323510250 |
330 | 13 | 16.9775763548359 | -3.97757635483585 |
331 | 15 | 15.8225775336844 | -0.822577533684434 |
332 | 15 | 16.5426079063194 | -1.54260790631944 |
333 | 14 | 16.5535537495052 | -2.55355374950523 |
334 | 15 | 17.6346938927763 | -2.63469389277631 |
335 | 17 | 15.8597934005161 | 1.14020659948388 |
336 | 14 | 15.5944339941320 | -1.59443399413196 |
337 | 17 | 16.0403482858342 | 0.959651714165838 |
338 | 17 | 16.9387443751500 | 0.061255624849954 |
339 | 17 | 15.6075690059549 | 1.39243099404509 |
340 | 14 | 14.8093016181653 | -0.809301618165255 |
341 | 15 | 16.5973371222484 | -1.59733712224839 |
342 | 13 | 13.2171451798603 | -0.217145179860268 |
343 | 17 | 17.0760889435080 | -0.0760889435079652 |
344 | 14 | 16.6323638204429 | -2.63236382044292 |
345 | 24 | 18.5227171946894 | 5.47728280531056 |
346 | 18 | 16.2953349048156 | 1.70466509518442 |
347 | 16 | 15.3340259808052 | 0.665974019194848 |
348 | 16 | 15.3362151494423 | 0.66378485055769 |
349 | 18 | 16.6739580245489 | 1.32604197545108 |
350 | 15 | 16.6739580245489 | -1.67395802454892 |
351 | 16 | 14.9187600500232 | 1.08123994997684 |
352 | 19 | 15.5452292270434 | 3.45477077295659 |
353 | 17 | 15.2082003114161 | 1.79179968858394 |
354 | 17 | 16.9962358154992 | 0.00376418450080103 |
355 | 12 | 15.9369873585997 | -3.9369873585997 |
356 | 16 | 14.8777389017002 | 1.12226109829980 |
357 | 15 | 16.4830303518281 | -1.48303035182813 |
358 | 15 | 14.7885560433598 | 0.211443956640242 |
359 | 19 | 15.8806420298166 | 3.11935797018337 |
360 | 14 | 14.8542311024745 | -0.854231102474502 |
361 | 24 | 19.2351370043419 | 4.76486299565810 |
362 | 17 | 16.8600373587074 | 0.139962641292637 |
363 | 13 | 16.1011750063866 | -3.10117500638656 |
364 | 15 | 15.1245419019160 | -0.124541901916024 |
365 | 18 | 15.1311094078275 | 2.8688905921725 |
366 | 17 | 15.2290489407166 | 1.77095105928343 |
367 | 21 | 17.8175410012265 | 3.18245899877348 |
368 | 13 | 16.1340125359439 | -3.13401253594393 |
369 | 16 | 15.3445018227029 | 0.65549817729709 |
370 | 16 | 15.9775385056346 | 0.0224614943653709 |
371 | 18 | 15.7991727889537 | 2.20082721104625 |
372 | 20 | 17.2392335342238 | 2.76076646577625 |
373 | 15 | 15.0184187502614 | -0.0184187502613608 |
374 | 19 | 17.2545577146839 | 1.74544228531614 |
375 | 20 | 15.6492662645559 | 4.35073373544408 |
376 | 13 | 14.7837077047974 | -1.78370770479741 |
377 | 15 | 15.6974279745734 | -0.6974279745734 |
378 | 15 | 15.5278189324411 | -0.52781893244115 |
379 | 17 | 16.6352290993581 | 0.364770900641871 |
380 | 16 | 16.1285911415985 | -0.128591141598539 |
381 | 14 | 14.2732644655465 | -0.273264465546546 |
382 | 15 | 15.2023089157826 | -0.202308915782643 |
383 | 16 | 16.3638752428455 | -0.363875242845532 |
384 | 15 | 16.0290354958554 | -1.02903549585535 |
385 | 15 | 15.2395247826143 | -0.239524782614331 |
386 | 18 | 17.1233106509494 | 0.87668934905062 |
387 | 15 | 15.4375930170296 | -0.437593017029636 |
388 | 16 | 16.4404961451461 | -0.440496145146066 |
389 | 17 | 17.2803577370417 | -0.280357737041723 |
390 | 18 | 17.2803577370417 | 0.719642262958277 |
391 | 17 | 15.3249023594635 | 1.67509764053650 |
392 | 13 | 15.9732632228553 | -2.97326322285532 |
393 | 14 | 15.5361056057018 | -1.53610560570175 |
394 | 14 | 17.5982571907177 | -3.59825719071768 |
395 | 15 | 15.8299242043690 | -0.829924204368971 |
396 | 16 | 16.4607717186635 | -0.460771718663532 |
397 | 14 | 15.940998749081 | -1.94099874908099 |
398 | 15 | 15.8583833966520 | -0.858383396652027 |
399 | 16 | 16.4870417423094 | -0.487041742309429 |
400 | 19 | 17.1222675938783 | 1.87773240612169 |
401 | 11 | 13.8290693411935 | -2.82906934119347 |
402 | 13 | 14.2859294760815 | -1.28592947608146 |
403 | 20 | 16.2588982027570 | 3.74110179724305 |
404 | 15 | 15.2105955890432 | -0.210595589043243 |
405 | 14 | 15.9350042989526 | -1.93500429895256 |
406 | 19 | 17.1053273005641 | 1.89467269943592 |
407 | 13 | 15.2521897931492 | -2.25218979314925 |
408 | 16 | 16.6813046952335 | -0.68130469523346 |
409 | 18 | 17.5731332786379 | 0.426866721362131 |
410 | 17 | 16.7792442281225 | 0.220755771877467 |
411 | 19 | 16.3355191050575 | 2.66448089494251 |
412 | 15 | 16.1746667374739 | -1.17466673747387 |
413 | 14 | 14.4172795943109 | -0.41727959431095 |
414 | 14 | 15.6767854542629 | -1.67678545426291 |
415 | 15 | 17.1146570308958 | -2.11465703089576 |
416 | 16 | 16.2228284474913 | -0.222828447491348 |
417 | 14 | 13.9954461576175 | 0.00455384238251536 |
418 | 18 | 16.494755359787 | 1.50524464021301 |
419 | 17 | 16.2403417965886 | 0.759658203411386 |
420 | 15 | 15.8294542030809 | -0.829454203080939 |
421 | 13 | 14.0589320480951 | -1.05893204809507 |
422 | 14 | 15.7577846938378 | -1.75778469383776 |
423 | 16 | 16.3125843616148 | -0.312584361614832 |
424 | 15 | 16.5106525960301 | -1.51065259603014 |
425 | 19 | 17.0457497460728 | 1.95425025392722 |
426 | 14 | 14.5486297125404 | -0.548629712540437 |
427 | 13 | 14.5595755557262 | -1.55957555572623 |
428 | 18 | 16.3651244089066 | 1.63487559109337 |
429 | 16 | 16.5544359687733 | -0.554435968773299 |
430 | 17 | 15.0492732201716 | 1.95072677982841 |
431 | 16 | 16.4980906399902 | -0.49809063999023 |
432 | 16 | 15.8262219773727 | 0.173778022627293 |
433 | 15 | 15.5915109319088 | -0.591510931908756 |
434 | 16 | 16.8422601173121 | -0.842260117312086 |
435 | 16 | 14.2669030686251 | 1.73309693137491 |
436 | 14 | 15.1696774952153 | -1.16967749521529 |
437 | 14 | 13.6688930838879 | 0.331106916112097 |
438 | 15 | 15.9159778914962 | -0.91597789149619 |
439 | 16 | 15.4137182710109 | 0.586281728989084 |
440 | 16 | 16.1337486436459 | -0.133748643645918 |
441 | 15 | 14.6220183891327 | 0.377981610867261 |
442 | 18 | 17.0737389370678 | 0.926261062932195 |
443 | 16 | 16.4713506150563 | -0.4713506150563 |
444 | 16 | 14.6942609541590 | 1.30573904584104 |
445 | 18 | 16.8390278916039 | 1.16097210839615 |
446 | 17 | 16.8828112643470 | 0.117188735652983 |
447 | 13 | 14.4075829171863 | -1.40758291718625 |
448 | 16 | 15.8366978192705 | 0.163302180729535 |
449 | 16 | 16.2891796168841 | -0.289179616884144 |
450 | 11 | 13.0025488701108 | -2.00254887011078 |
451 | 16 | 15.8651570115535 | 0.134842988446479 |
452 | 16 | 15.1867208430245 | 0.813279156975476 |
453 | 14 | 14.1165265429392 | -0.116526542939233 |
454 | 15 | 14.8365569155742 | 0.163443084425765 |
455 | 16 | 15.9330212393054 | 0.0669787606945772 |
456 | 16 | 15.041192655901 | 0.958807344098986 |
457 | 15 | 16.1113869559863 | -1.11138695598630 |
458 | 17 | 16.8357956658956 | 0.164204334104378 |
459 | 20 | 18.8870014077258 | 1.11299859227424 |
460 | 17 | 17.0294855630366 | -0.0294855630366109 |
461 | 14 | 15.0784085227327 | -1.07840852273270 |
462 | 16 | 17.3145474871552 | -1.3145474871552 |
463 | 20 | 17.1668301313945 | 2.83316986860547 |
464 | 15 | 16.2859473911759 | -1.28594739117591 |
465 | 18 | 17.3692767030842 | 0.630723296915849 |
466 | 20 | 16.951821603665 | 3.048178396335 |
467 | 18 | 17.7741698464634 | 0.225830153536606 |
468 | 17 | 17.4240059190131 | -0.424005919013104 |
469 | 17 | 17.1695923558147 | -0.169592355814731 |
470 | 15 | 15.2469745077939 | -0.246974507793877 |
471 | 17 | 17.2549699326639 | -0.254969932663897 |
472 | 17 | 17.5444101940568 | -0.544410194056801 |
473 | 18 | 17.1313334319120 | 0.868666568088032 |
474 | 10 | 5.09383672458961 | 4.90616327541039 |
475 | 17 | 16.7226350070415 | 0.277364992958548 |
476 | 17 | 15.8724006277430 | 1.12759937225695 |
477 | 15 | 17.4279142549994 | -2.42791425499939 |
478 | 14 | 14.1303376650402 | -0.130337665040234 |
479 | 16 | 16.2034350932420 | -0.203435093241955 |
480 | 18 | 16.8386609448108 | 1.16133905518917 |
481 | 20 | 18.8964341925524 | 1.10356580744755 |
482 | 20 | 18.544081096465 | 1.455918903535 |
483 | 12 | 13.8370921221561 | -1.83709212215606 |
484 | 25 | 19.0556704472819 | 5.94432955271805 |
485 | 18 | 16.9218493530228 | 1.07815064697716 |
486 | 11 | 13.0240736096893 | -2.02407360968934 |
487 | 17 | 17.4049795115567 | -0.404979511556733 |
488 | 17 | 17.4071686801939 | -0.407168680193892 |
489 | 14 | 15.6454031997567 | -1.64540319975665 |
490 | 20 | 18.3405914677043 | 1.65940853229570 |
491 | 15 | 16.5635018068070 | -1.56350180680696 |
492 | 15 | 15.2520289553462 | -0.252028955346246 |
493 | 22 | 19.5437519988732 | 2.4562480011268 |
494 | 16 | 17.0772803262611 | -1.07728032626107 |
495 | 18 | 17.5253837866004 | 0.47461621339957 |
496 | 22 | 17.7146953464671 | 4.2853046535329 |
497 | 18 | 16.6620143954791 | 1.33798560452092 |
498 | 15 | 16.6707710700277 | -1.67077107002771 |
499 | 16 | 16.6839060818507 | -0.683906081850658 |
500 | 16 | 17.7847487428562 | -1.78474874285616 |
501 | 16 | 16.7736619959741 | -0.773661995974141 |
502 | 17 | 16.7889861764342 | 0.211013823565752 |
503 | 15 | 16.3802877515637 | -1.38028775156373 |
504 | 17 | 15.9496976403216 | 1.05030235967837 |
505 | 16 | 15.9606434835074 | 0.0393565164925756 |
506 | 16 | 16.439395304767 | -0.439395304767001 |
507 | 19 | 17.7793273485108 | 1.22067265148923 |
508 | 11 | 12.4677608835532 | -1.46776088355316 |
509 | 15 | 15.1673274887751 | -0.167327488775131 |
510 | 16 | 14.0079503303494 | 1.9920496696506 |
511 | 16 | 16.0701019153653 | -0.0701019153653304 |
512 | 22 | 17.8647049253599 | 4.13529507464006 |
513 | 17 | 16.5379078934391 | 0.462092106560884 |
514 | 13 | 12.9705935598215 | 0.0294064401785196 |
515 | 17 | 16.9947680283271 | 0.00523197167288857 |
516 | 21 | 19.4962663991338 | 1.50373360086623 |
517 | 12 | 12.5421926172165 | -0.542192617216541 |
518 | 11 | 12.548760123128 | -1.54876012312802 |
519 | 16 | 16.5685562543593 | -0.56855625435933 |
520 | 13 | 11.2307197657558 | 1.76928023424417 |
521 | 11 | 13.4690478988155 | -2.46904789881548 |
522 | 16 | 16.6123396271025 | -0.612339627102492 |
523 | 17 | 18.4091318057343 | -1.40913180573426 |
524 | 12 | 14.4812807572636 | -2.48128075726359 |
525 | 16 | 16.2999646222669 | -0.299964622266933 |
526 | 19 | 17.381104765538 | 1.61889523446199 |
527 | 20 | 19.2648906338731 | 0.735109366126937 |
528 | 19 | 16.7787164435265 | 2.22128355647349 |
529 | 10 | 11.0431273732383 | -1.04312737323828 |
530 | 13 | 13.8231201622521 | -0.823120162252053 |
531 | 21 | 19.2720311955676 | 1.72796880443242 |
532 | 15 | 15.1483010813188 | -0.14830108131876 |
533 | 8 | 12.0356577139520 | -4.03565771395196 |
534 | 17 | 16.9494715972248 | 0.0505284027751579 |
535 | 19 | 16.5188814859827 | 2.48111851401725 |
536 | 18 | 17.4326017557587 | 0.567398244241265 |
537 | 18 | 16.5451515096286 | 1.45484849037136 |
538 | 16 | 16.5736107019117 | -0.573610701911698 |
539 | 18 | 17.4785742971391 | 0.521425702860944 |
540 | 11 | 10.3724048221868 | 0.627595177813159 |
541 | 12 | 13.0654039214973 | -1.06540392149733 |
542 | 12 | 13.0654039214973 | -1.06540392149733 |
543 | 12 | 11.7736335877710 | 0.226366412228961 |
544 | 13 | 15.0542698844160 | -2.05426988441597 |
545 | 19 | 17.1946584845866 | 1.80534151541345 |
546 | 19 | 16.7596900360701 | 2.24030996392986 |
547 | 13 | 14.0951501290427 | -1.09515012904270 |
548 | 14 | 13.2471049183815 | 0.752895081618544 |
549 | 10 | 13.2602399302044 | -3.26023993020440 |
550 | 13 | 13.2952666283989 | -0.295266628398935 |
551 | 17 | 17.7631662199696 | -0.763166219969612 |
552 | 19 | 18.2178371862204 | 0.782162813779552 |
553 | 17 | 16.0648866300100 | 0.93511336999004 |
554 | 11 | 11.1620185899229 | -0.16201858992287 |
555 | 15 | 14.7490354412749 | 0.250964558725072 |
556 | 15 | 15.2168414193487 | -0.216841419348714 |
557 | 9 | 9.88776160529384 | -0.887761605293842 |
558 | 15 | 15.2825164784635 | -0.282516478463457 |
559 | 13 | 13.9666652897284 | -0.966665289728425 |
560 | 13 | 13.5470210216721 | -0.547021021672118 |
561 | 19 | 17.5711954901778 | 1.42880450982225 |
562 | 17 | 15.7941058292804 | 1.20589417071959 |
563 | 21 | 17.1471728848471 | 3.85282711515287 |
564 | 13 | 13.6521011162557 | -0.652101116255708 |
565 | 13 | 13.6521011162557 | -0.652101116255708 |
566 | 13 | 14.7551329458984 | -1.75513294589837 |
567 | 14 | 16.3757485764864 | -2.37574857648641 |
568 | 13 | 14.2030955025415 | -1.20309550254150 |
569 | 15 | 15.0347734756716 | -0.0347734756715683 |
570 | 14 | 14.6151292076153 | -0.615129207615261 |
571 | 12 | 14.3497698012311 | -2.34976980123110 |
572 | 19 | 17.4821156863323 | 1.51788431366768 |
573 | 14 | 13.9520172195464 | 0.0479827804536292 |
574 | 14 | 14.8504133088623 | -0.850413308862254 |
575 | 13 | 14.4088773544344 | -1.40887735443437 |
576 | 13 | 13.9936114236524 | -0.993611423652375 |
577 | 14 | 15.7816469277355 | -1.78164692773551 |
578 | 13 | 11.772796639690 | 1.22720336031001 |
579 | 13 | 13.7983054136573 | -0.79830541365727 |
580 | 14 | 14.0789890005015 | -0.0789890005015414 |
581 | 14 | 14.5358491353895 | -0.535849135389537 |
582 | 14 | 14.9839525957289 | -0.983952595728899 |
583 | 14 | 13.8530346295862 | 0.146965370413777 |
584 | 11 | 12.3610068928075 | -1.36100689280747 |
585 | 13 | 14.1993932755452 | -1.19939327554524 |
586 | 12 | 12.9032446045446 | -0.903244604544629 |
587 | 13 | 15.1459510748786 | -2.1459510748786 |
588 | 13 | 14.0757567747933 | -1.07575677479331 |
589 | 11 | 11.5895825844468 | -0.589582584446755 |
590 | 15 | 14.3022842014917 | 0.69771579850833 |
591 | 16 | 14.3460675742348 | 1.65393242576517 |
592 | 12 | 13.0455405659599 | -1.04554056595991 |
593 | 10 | 7.25741144837988 | 2.74258855162012 |
594 | 16 | 15.3188953972141 | 0.681104602785909 |
595 | 15 | 16.2129131492557 | -1.21291314925566 |
596 | 9 | 8.66958605714987 | 0.330413942850128 |
597 | 12 | 10.9276167079439 | 1.07238329205605 |
598 | 15 | 14.6060055862736 | 0.393994413726394 |
599 | 10 | 10.2491805394150 | -0.249180539414952 |
600 | 9 | 8.31561684820831 | 0.684383151791692 |
601 | 15 | 14.1256376521599 | 0.874362347840086 |
602 | 13 | 13.8646565830501 | -0.864656583050066 |
603 | 15 | 10.1474357250346 | 4.8525642749654 |
604 | 12 | 11.9398495663921 | 0.060150433607945 |
605 | 14 | 9.26874215345314 | 4.73125784654686 |
606 | 12 | 12.3967097012800 | -0.396709701280049 |
607 | 13 | 11.1399660657483 | 1.86003393425171 |
608 | 10 | 8.02513352974433 | 1.97486647025567 |
609 | 14 | 15.1925997265370 | -1.19259972653697 |
610 | 14 | 13.8898835496249 | 0.110116450375110 |
611 | 14 | 14.7839013016665 | -0.783901301666456 |
612 | 12 | 12.5696540236155 | -0.569654023615541 |
613 | 12 | 14.7992254821266 | -2.79922548212656 |
614 | 15 | 14.8736572157899 | 0.126342784210061 |
615 | 13 | 12.2003606342139 | 0.79963936578613 |
616 | 14 | 14.4364995986364 | -0.436499598636367 |
617 | 14 | 9.33290415420878 | 4.66709584579122 |
618 | 11 | 9.99658919806071 | 1.00341080193929 |
619 | 16 | 16.0719694083965 | -0.0719694083964852 |
620 | 13 | 13.4315103563778 | -0.431510356377788 |
621 | 14 | 15.4001007457790 | -1.40010074577896 |
622 | 12 | 13.462158717298 | -1.46215871729800 |
623 | 15 | 15.3136801118587 | -0.313680111858721 |
624 | 19 | 11.5510597682460 | 7.44894023175402 |
625 | 11 | 9.59560439066776 | 1.40439560933224 |
626 | 12 | 13.6329138709963 | -1.63291387099633 |
627 | 13 | 14.2507294279630 | -1.25072942796296 |
628 | 11 | 9.1766362328895 | 1.82336376711050 |
629 | 12 | 11.5867625767186 | 0.413237423281437 |
630 | 12 | 13.1986215327580 | -1.19862153275797 |
631 | 14 | 15.9660523657318 | -1.96605236573184 |
632 | 12 | 14.0495320223344 | -2.04953202233443 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
6 | 0.170858810313012 | 0.341717620626024 | 0.829141189686988 |
7 | 0.0824803239825906 | 0.164960647965181 | 0.91751967601741 |
8 | 0.267842564214982 | 0.535685128429965 | 0.732157435785018 |
9 | 0.175572131175136 | 0.351144262350272 | 0.824427868824864 |
10 | 0.326972089483816 | 0.653944178967631 | 0.673027910516184 |
11 | 0.399771662273971 | 0.799543324547943 | 0.600228337726029 |
12 | 0.612274341928245 | 0.77545131614351 | 0.387725658071755 |
13 | 0.623478851024512 | 0.753042297950976 | 0.376521148975488 |
14 | 0.590207164356103 | 0.819585671287794 | 0.409792835643897 |
15 | 0.712182383122536 | 0.575635233754929 | 0.287817616877464 |
16 | 0.967830929461745 | 0.0643381410765104 | 0.0321690705382552 |
17 | 0.994513862210046 | 0.0109722755799071 | 0.00548613778995355 |
18 | 0.99990082113853 | 0.000198357722941293 | 9.91788614706467e-05 |
19 | 0.99982560556581 | 0.000348788868380286 | 0.000174394434190143 |
20 | 0.999707772606672 | 0.000584454786655948 | 0.000292227393327974 |
21 | 0.999575768036123 | 0.00084846392775407 | 0.000424231963877035 |
22 | 0.999355041670986 | 0.00128991665802825 | 0.000644958329014127 |
23 | 0.999214716110532 | 0.00157056777893490 | 0.000785283889467448 |
24 | 0.998930384378593 | 0.00213923124281427 | 0.00106961562140714 |
25 | 0.99877931225892 | 0.00244137548215896 | 0.00122068774107948 |
26 | 0.998542960857011 | 0.0029140782859776 | 0.0014570391429888 |
27 | 0.998831835334675 | 0.00233632933064895 | 0.00116816466532447 |
28 | 0.998352067754483 | 0.00329586449103333 | 0.00164793224551667 |
29 | 0.997988246521646 | 0.00402350695670873 | 0.00201175347835436 |
30 | 0.997286891015759 | 0.00542621796848241 | 0.00271310898424120 |
31 | 0.996521007595509 | 0.00695798480898293 | 0.00347899240449146 |
32 | 0.99772224830537 | 0.00455550338925879 | 0.00227775169462939 |
33 | 0.997976855426696 | 0.00404628914660706 | 0.00202314457330353 |
34 | 0.999379121893198 | 0.00124175621360334 | 0.00062087810680167 |
35 | 0.999132393565249 | 0.00173521286950192 | 0.000867606434750962 |
36 | 0.998762427023899 | 0.00247514595220244 | 0.00123757297610122 |
37 | 0.99834615192995 | 0.00330769614009962 | 0.00165384807004981 |
38 | 0.997642146602906 | 0.00471570679418894 | 0.00235785339709447 |
39 | 0.996744990056623 | 0.00651001988675361 | 0.00325500994337680 |
40 | 0.995560071091651 | 0.0088798578166972 | 0.0044399289083486 |
41 | 0.993947611563472 | 0.0121047768730550 | 0.00605238843652752 |
42 | 0.992415950324254 | 0.0151680993514917 | 0.00758404967574584 |
43 | 0.992164994749926 | 0.0156700105001486 | 0.00783500525007429 |
44 | 0.990202341047093 | 0.0195953179058140 | 0.00979765895290702 |
45 | 0.989186102870113 | 0.0216277942597732 | 0.0108138971298866 |
46 | 0.985972069418555 | 0.0280558611628891 | 0.0140279305814446 |
47 | 0.983650739240076 | 0.0326985215198470 | 0.0163492607599235 |
48 | 0.97890939522632 | 0.0421812095473598 | 0.0210906047736799 |
49 | 0.974707898019944 | 0.0505842039601131 | 0.0252921019800565 |
50 | 0.970606702183008 | 0.0587865956339843 | 0.0293932978169921 |
51 | 0.964733547588607 | 0.0705329048227869 | 0.0352664524113934 |
52 | 0.964052998702646 | 0.071894002594707 | 0.0359470012973535 |
53 | 0.9554885910215 | 0.089022817956999 | 0.0445114089784995 |
54 | 0.947684261385269 | 0.104631477229462 | 0.052315738614731 |
55 | 0.949726072612155 | 0.100547854775689 | 0.0502739273878445 |
56 | 0.939257602643844 | 0.121484794712312 | 0.060742397356156 |
57 | 0.929262366376084 | 0.141475267247833 | 0.0707376336239165 |
58 | 0.921150628091272 | 0.157698743817455 | 0.0788493719087276 |
59 | 0.911151331921341 | 0.177697336157318 | 0.0888486680786589 |
60 | 0.914976401018525 | 0.170047197962950 | 0.0850235989814749 |
61 | 0.8995526771429 | 0.200894645714199 | 0.100447322857100 |
62 | 0.881971567694174 | 0.236056864611651 | 0.118028432305826 |
63 | 0.86647478888534 | 0.267050422229319 | 0.133525211114660 |
64 | 0.845735457668787 | 0.308529084662426 | 0.154264542331213 |
65 | 0.824508717157146 | 0.350982565685707 | 0.175491282842854 |
66 | 0.848957854050661 | 0.302084291898677 | 0.151042145949339 |
67 | 0.833012796821958 | 0.333974406356083 | 0.166987203178042 |
68 | 0.850244319490653 | 0.299511361018694 | 0.149755680509347 |
69 | 0.83416293590534 | 0.331674128189321 | 0.165837064094660 |
70 | 0.818728036520407 | 0.362543926959185 | 0.181271963479593 |
71 | 0.802670034981539 | 0.394659930036923 | 0.197329965018461 |
72 | 0.78639687814114 | 0.42720624371772 | 0.21360312185886 |
73 | 0.7909524146623 | 0.418095170675401 | 0.209047585337701 |
74 | 0.797888576485589 | 0.404222847028823 | 0.202111423514411 |
75 | 0.777387645555794 | 0.445224708888412 | 0.222612354444206 |
76 | 0.753684429255801 | 0.492631141488398 | 0.246315570744199 |
77 | 0.727015751437044 | 0.545968497125913 | 0.272984248562956 |
78 | 0.698731917688769 | 0.602536164622463 | 0.301268082311232 |
79 | 0.668083967273486 | 0.663832065453029 | 0.331916032726514 |
80 | 0.792889619471873 | 0.414220761056255 | 0.207110380528127 |
81 | 0.771557163029228 | 0.456885673941543 | 0.228442836970772 |
82 | 0.783366507263225 | 0.433266985473551 | 0.216633492736775 |
83 | 0.760108218037105 | 0.47978356392579 | 0.239891781962895 |
84 | 0.735123415506379 | 0.529753168987242 | 0.264876584493621 |
85 | 0.717826507823218 | 0.564346984353564 | 0.282173492176782 |
86 | 0.710687106272 | 0.578625787456001 | 0.289312893728001 |
87 | 0.7005018672608 | 0.5989962654784 | 0.2994981327392 |
88 | 0.709433526725266 | 0.581132946549467 | 0.290566473274734 |
89 | 0.706761191241548 | 0.586477617516903 | 0.293238808758452 |
90 | 0.715102041386748 | 0.569795917226505 | 0.284897958613252 |
91 | 0.746511084707655 | 0.506977830584689 | 0.253488915292345 |
92 | 0.721522778494599 | 0.556954443010802 | 0.278477221505401 |
93 | 0.699759372988208 | 0.600481254023583 | 0.300240627011792 |
94 | 0.674499305962824 | 0.651001388074353 | 0.325500694037176 |
95 | 0.670704367500295 | 0.658591264999409 | 0.329295632499705 |
96 | 0.667837809568851 | 0.664324380862298 | 0.332162190431149 |
97 | 0.642823953001082 | 0.714352093997837 | 0.357176046998919 |
98 | 0.627005454328414 | 0.745989091343172 | 0.372994545671586 |
99 | 0.785972849080175 | 0.428054301839649 | 0.214027150919825 |
100 | 0.817377458172243 | 0.365245083655513 | 0.182622541827757 |
101 | 0.813425874432589 | 0.373148251134822 | 0.186574125567411 |
102 | 0.819511445599942 | 0.360977108800115 | 0.180488554400058 |
103 | 0.825574627712647 | 0.348850744574707 | 0.174425372287353 |
104 | 0.8062845009206 | 0.3874309981588 | 0.1937154990794 |
105 | 0.785092834511282 | 0.429814330977437 | 0.214907165488718 |
106 | 0.798095119317944 | 0.403809761364113 | 0.201904880682056 |
107 | 0.777136315557555 | 0.445727368884890 | 0.222863684442445 |
108 | 0.77268129975126 | 0.454637400497479 | 0.227318700248740 |
109 | 0.754043138873127 | 0.491913722253747 | 0.245956861126873 |
110 | 0.730991123887742 | 0.538017752224515 | 0.269008876112258 |
111 | 0.710893224360294 | 0.578213551279412 | 0.289106775639706 |
112 | 0.685036061357892 | 0.629927877284216 | 0.314963938642108 |
113 | 0.664128480315081 | 0.671743039369837 | 0.335871519684919 |
114 | 0.644155632138592 | 0.711688735722816 | 0.355844367861408 |
115 | 0.619597848498922 | 0.760804303002156 | 0.380402151501078 |
116 | 0.620724021338525 | 0.75855195732295 | 0.379275978661475 |
117 | 0.627895088728085 | 0.744209822543831 | 0.372104911271915 |
118 | 0.610167343155164 | 0.779665313689672 | 0.389832656844836 |
119 | 0.603065486897952 | 0.793869026204096 | 0.396934513102048 |
120 | 0.57729853983136 | 0.84540292033728 | 0.42270146016864 |
121 | 0.706876377271329 | 0.586247245457342 | 0.293123622728671 |
122 | 0.822659875677106 | 0.354680248645789 | 0.177340124322894 |
123 | 0.808361576588755 | 0.38327684682249 | 0.191638423411245 |
124 | 0.789009952703936 | 0.421980094592127 | 0.210990047296064 |
125 | 0.777678198203937 | 0.444643603592125 | 0.222321801796063 |
126 | 0.756887946397756 | 0.486224107204489 | 0.243112053602244 |
127 | 0.734514686645368 | 0.530970626709264 | 0.265485313354632 |
128 | 0.711915997627599 | 0.576168004744802 | 0.288084002372401 |
129 | 0.688707005068424 | 0.622585989863152 | 0.311292994931576 |
130 | 0.6723761846889 | 0.6552476306222 | 0.3276238153111 |
131 | 0.64687310163007 | 0.70625379673986 | 0.35312689836993 |
132 | 0.620943746723145 | 0.75811250655371 | 0.379056253276855 |
133 | 0.59834786005978 | 0.803304279880441 | 0.401652139940221 |
134 | 0.587830287847701 | 0.824339424304598 | 0.412169712152299 |
135 | 0.575057282338098 | 0.849885435323805 | 0.424942717661902 |
136 | 0.548309436173726 | 0.903381127652548 | 0.451690563826274 |
137 | 0.538169939709964 | 0.923660120580072 | 0.461830060290036 |
138 | 0.514151611738695 | 0.97169677652261 | 0.485848388261305 |
139 | 0.491168631913984 | 0.982337263827969 | 0.508831368086016 |
140 | 0.470130638045063 | 0.940261276090127 | 0.529869361954937 |
141 | 0.446549987761666 | 0.893099975523333 | 0.553450012238334 |
142 | 0.428453950268658 | 0.856907900537316 | 0.571546049731342 |
143 | 0.402783963179711 | 0.805567926359423 | 0.597216036820289 |
144 | 0.395788713792241 | 0.791577427584481 | 0.604211286207760 |
145 | 0.388590328483334 | 0.777180656966668 | 0.611409671516666 |
146 | 0.366219691192899 | 0.732439382385798 | 0.633780308807101 |
147 | 0.341525938328742 | 0.683051876657485 | 0.658474061671258 |
148 | 0.319107197345037 | 0.638214394690074 | 0.680892802654963 |
149 | 0.310622078683304 | 0.621244157366607 | 0.689377921316696 |
150 | 0.310629880355958 | 0.621259760711916 | 0.689370119644042 |
151 | 0.365967282546248 | 0.731934565092495 | 0.634032717453752 |
152 | 0.383660600300486 | 0.767321200600973 | 0.616339399699513 |
153 | 0.386074142710792 | 0.772148285421584 | 0.613925857289208 |
154 | 0.366559648080464 | 0.733119296160928 | 0.633440351919536 |
155 | 0.350423105095492 | 0.700846210190984 | 0.649576894904508 |
156 | 0.346451940188269 | 0.692903880376538 | 0.653548059811731 |
157 | 0.336127862541466 | 0.672255725082933 | 0.663872137458534 |
158 | 0.315039943893855 | 0.630079887787711 | 0.684960056106145 |
159 | 0.292576697484241 | 0.585153394968481 | 0.70742330251576 |
160 | 0.273265824798465 | 0.54653164959693 | 0.726734175201535 |
161 | 0.296918883516253 | 0.593837767032506 | 0.703081116483747 |
162 | 0.274843900173228 | 0.549687800346455 | 0.725156099826772 |
163 | 0.278657275207530 | 0.557314550415059 | 0.72134272479247 |
164 | 0.263557354003491 | 0.527114708006982 | 0.736442645996509 |
165 | 0.245186976169933 | 0.490373952339865 | 0.754813023830067 |
166 | 0.226282359032527 | 0.452564718065054 | 0.773717640967473 |
167 | 0.237308339213043 | 0.474616678426086 | 0.762691660786957 |
168 | 0.220901533270326 | 0.441803066540651 | 0.779098466729674 |
169 | 0.203462847452702 | 0.406925694905403 | 0.796537152547298 |
170 | 0.187948098719128 | 0.375896197438255 | 0.812051901280872 |
171 | 0.188662686938731 | 0.377325373877462 | 0.81133731306127 |
172 | 0.187318063854499 | 0.374636127708999 | 0.8126819361455 |
173 | 0.171523059613227 | 0.343046119226455 | 0.828476940386773 |
174 | 0.161695854602729 | 0.323391709205459 | 0.83830414539727 |
175 | 0.148114620877467 | 0.296229241754934 | 0.851885379122533 |
176 | 0.136890520789598 | 0.273781041579196 | 0.863109479210402 |
177 | 0.124066100936173 | 0.248132201872346 | 0.875933899063827 |
178 | 0.119790448473189 | 0.239580896946378 | 0.880209551526811 |
179 | 0.108956797263927 | 0.217913594527854 | 0.891043202736073 |
180 | 0.097706559496119 | 0.195413118992238 | 0.902293440503881 |
181 | 0.0872269861997012 | 0.174453972399402 | 0.912773013800299 |
182 | 0.0977388862782023 | 0.195477772556405 | 0.902261113721798 |
183 | 0.098402642991107 | 0.196805285982214 | 0.901597357008893 |
184 | 0.102151644573758 | 0.204303289147516 | 0.897848355426242 |
185 | 0.294156622861776 | 0.588313245723552 | 0.705843377138224 |
186 | 0.430082505534074 | 0.860165011068149 | 0.569917494465926 |
187 | 0.437222079138287 | 0.874444158276573 | 0.562777920861713 |
188 | 0.449320202479833 | 0.898640404959666 | 0.550679797520167 |
189 | 0.425257909392393 | 0.850515818784786 | 0.574742090607607 |
190 | 0.457513917489962 | 0.915027834979923 | 0.542486082510038 |
191 | 0.49477202754644 | 0.98954405509288 | 0.50522797245356 |
192 | 0.491705794163092 | 0.983411588326185 | 0.508294205836908 |
193 | 0.480447425398171 | 0.960894850796343 | 0.519552574601829 |
194 | 0.458903525130297 | 0.917807050260593 | 0.541096474869703 |
195 | 0.449009856605877 | 0.898019713211753 | 0.550990143394124 |
196 | 0.507877897537101 | 0.984244204925797 | 0.492122102462899 |
197 | 0.485089268974964 | 0.970178537949928 | 0.514910731025036 |
198 | 0.465536542844715 | 0.93107308568943 | 0.534463457155285 |
199 | 0.443699449314229 | 0.887398898628457 | 0.556300550685771 |
200 | 0.436161888953705 | 0.872323777907409 | 0.563838111046296 |
201 | 0.416852156218758 | 0.833704312437516 | 0.583147843781242 |
202 | 0.424217747367117 | 0.848435494734233 | 0.575782252632883 |
203 | 0.411396323981465 | 0.822792647962929 | 0.588603676018535 |
204 | 0.443933633661129 | 0.887867267322257 | 0.556066366338871 |
205 | 0.43985617108018 | 0.87971234216036 | 0.56014382891982 |
206 | 0.422347828817626 | 0.844695657635251 | 0.577652171182374 |
207 | 0.401774834695821 | 0.803549669391642 | 0.598225165304179 |
208 | 0.378977071166436 | 0.757954142332872 | 0.621022928833564 |
209 | 0.384992809992244 | 0.769985619984489 | 0.615007190007756 |
210 | 0.439228303255461 | 0.878456606510922 | 0.560771696744539 |
211 | 0.41656431938535 | 0.8331286387707 | 0.58343568061465 |
212 | 0.3975296825587 | 0.7950593651174 | 0.6024703174413 |
213 | 0.422716529549776 | 0.845433059099551 | 0.577283470450225 |
214 | 0.399436356014926 | 0.798872712029852 | 0.600563643985074 |
215 | 0.429291805760772 | 0.858583611521544 | 0.570708194239228 |
216 | 0.410983811490885 | 0.821967622981769 | 0.589016188509115 |
217 | 0.429018610012921 | 0.858037220025842 | 0.570981389987079 |
218 | 0.406780288150163 | 0.813560576300326 | 0.593219711849837 |
219 | 0.420985808833928 | 0.841971617667856 | 0.579014191166072 |
220 | 0.398530629494377 | 0.797061258988755 | 0.601469370505623 |
221 | 0.376102149365865 | 0.75220429873173 | 0.623897850634135 |
222 | 0.353939710014452 | 0.707879420028904 | 0.646060289985548 |
223 | 0.352007933147663 | 0.704015866295326 | 0.647992066852337 |
224 | 0.369306282307235 | 0.73861256461447 | 0.630693717692765 |
225 | 0.383530390851234 | 0.767060781702467 | 0.616469609148766 |
226 | 0.362232211233646 | 0.724464422467293 | 0.637767788766354 |
227 | 0.360878098315074 | 0.721756196630148 | 0.639121901684926 |
228 | 0.343646383297743 | 0.687292766595487 | 0.656353616702257 |
229 | 0.328990716250668 | 0.657981432501336 | 0.671009283749332 |
230 | 0.357618502544236 | 0.715237005088472 | 0.642381497455764 |
231 | 0.340023771601896 | 0.680047543203792 | 0.659976228398104 |
232 | 0.346222390747229 | 0.692444781494457 | 0.653777609252771 |
233 | 0.331324297431769 | 0.662648594863539 | 0.66867570256823 |
234 | 0.323562919417378 | 0.647125838834756 | 0.676437080582622 |
235 | 0.303640526434369 | 0.607281052868737 | 0.696359473565631 |
236 | 0.303216081490521 | 0.606432162981041 | 0.696783918509479 |
237 | 0.285170976229599 | 0.570341952459198 | 0.714829023770401 |
238 | 0.274223605907599 | 0.548447211815198 | 0.725776394092401 |
239 | 0.379128870350399 | 0.758257740700798 | 0.620871129649601 |
240 | 0.375406394065925 | 0.75081278813185 | 0.624593605934075 |
241 | 0.390049597500323 | 0.780099195000646 | 0.609950402499677 |
242 | 0.368646108615272 | 0.737292217230543 | 0.631353891384729 |
243 | 0.346987370580185 | 0.69397474116037 | 0.653012629419815 |
244 | 0.330716397528494 | 0.661432795056988 | 0.669283602471506 |
245 | 0.355004894471513 | 0.710009788943025 | 0.644995105528487 |
246 | 0.33519350545289 | 0.67038701090578 | 0.66480649454711 |
247 | 0.316363561347827 | 0.632727122695653 | 0.683636438652173 |
248 | 0.335436891802629 | 0.670873783605259 | 0.66456310819737 |
249 | 0.320548432287668 | 0.641096864575337 | 0.679451567712332 |
250 | 0.413841101260833 | 0.827682202521666 | 0.586158898739167 |
251 | 0.416598672372321 | 0.833197344744642 | 0.583401327627679 |
252 | 0.423411837188242 | 0.846823674376483 | 0.576588162811758 |
253 | 0.457370231260158 | 0.914740462520316 | 0.542629768739842 |
254 | 0.578306884772129 | 0.843386230455743 | 0.421693115227871 |
255 | 0.581686329974232 | 0.836627340051537 | 0.418313670025768 |
256 | 0.60290277154335 | 0.7941944569133 | 0.39709722845665 |
257 | 0.607761066117632 | 0.784477867764737 | 0.392238933882368 |
258 | 0.589868485686578 | 0.820263028626843 | 0.410131514313422 |
259 | 0.582814806556294 | 0.834370386887412 | 0.417185193443706 |
260 | 0.597490991271931 | 0.805018017456138 | 0.402509008728069 |
261 | 0.615703620671307 | 0.768592758657386 | 0.384296379328693 |
262 | 0.63362787471846 | 0.73274425056308 | 0.36637212528154 |
263 | 0.61517973420474 | 0.769640531590519 | 0.384820265795260 |
264 | 0.595981718097708 | 0.808036563804583 | 0.404018281902292 |
265 | 0.618552077908137 | 0.762895844183726 | 0.381447922091863 |
266 | 0.63503294096472 | 0.72993411807056 | 0.36496705903528 |
267 | 0.750009204376418 | 0.499981591247163 | 0.249990795623582 |
268 | 0.734606920207253 | 0.530786159585495 | 0.265393079792747 |
269 | 0.733680788015033 | 0.532638423969935 | 0.266319211984967 |
270 | 0.717865615922524 | 0.564268768154953 | 0.282134384077476 |
271 | 0.715877211278977 | 0.568245577442045 | 0.284122788721023 |
272 | 0.708070541738743 | 0.583858916522513 | 0.291929458261257 |
273 | 0.711755084210597 | 0.576489831578807 | 0.288244915789403 |
274 | 0.719538244959518 | 0.560923510080964 | 0.280461755040482 |
275 | 0.708278610277653 | 0.583442779444694 | 0.291721389722347 |
276 | 0.765535038923455 | 0.46892992215309 | 0.234464961076545 |
277 | 0.751191511526525 | 0.49761697694695 | 0.248808488473475 |
278 | 0.73781472925801 | 0.524370541483981 | 0.262185270741990 |
279 | 0.721855397389463 | 0.556289205221074 | 0.278144602610537 |
280 | 0.715330228748054 | 0.569339542503892 | 0.284669771251946 |
281 | 0.697264398778495 | 0.60547120244301 | 0.302735601221505 |
282 | 0.681334713620854 | 0.637330572758293 | 0.318665286379146 |
283 | 0.665203312037074 | 0.669593375925853 | 0.334796687962926 |
284 | 0.662915227162914 | 0.674169545674173 | 0.337084772837086 |
285 | 0.649181397574748 | 0.701637204850503 | 0.350818602425252 |
286 | 0.654591378425064 | 0.690817243149872 | 0.345408621574936 |
287 | 0.643786100475673 | 0.712427799048653 | 0.356213899524327 |
288 | 0.717205539297279 | 0.565588921405443 | 0.282794460702721 |
289 | 0.705188801366546 | 0.589622397266907 | 0.294811198633454 |
290 | 0.715562060817713 | 0.568875878364574 | 0.284437939182287 |
291 | 0.696872001848189 | 0.606255996303623 | 0.303127998151811 |
292 | 0.67729734961289 | 0.64540530077422 | 0.32270265038711 |
293 | 0.665615259110838 | 0.668769481778323 | 0.334384740889162 |
294 | 0.652195388942212 | 0.695609222115577 | 0.347804611057788 |
295 | 0.666985028378624 | 0.666029943242751 | 0.333014971621376 |
296 | 0.716876228574028 | 0.566247542851943 | 0.283123771425972 |
297 | 0.698682913203992 | 0.602634173592016 | 0.301317086796008 |
298 | 0.747219761646348 | 0.505560476707303 | 0.252780238353652 |
299 | 0.749044075084951 | 0.501911849830098 | 0.250955924915049 |
300 | 0.731302965860108 | 0.537394068279783 | 0.268697034139892 |
301 | 0.716119246254494 | 0.567761507491012 | 0.283880753745506 |
302 | 0.716673640417869 | 0.566652719164261 | 0.283326359582131 |
303 | 0.701173521521884 | 0.597652956956233 | 0.298826478478117 |
304 | 0.688003240963355 | 0.62399351807329 | 0.311996759036645 |
305 | 0.674623124787274 | 0.650753750425451 | 0.325376875212726 |
306 | 0.666372631278458 | 0.667254737443085 | 0.333627368721542 |
307 | 0.684828642409185 | 0.630342715181629 | 0.315171357590815 |
308 | 0.66468733111281 | 0.670625337774379 | 0.335312668887189 |
309 | 0.651683372752843 | 0.696633254494313 | 0.348316627247157 |
310 | 0.655386116602344 | 0.689227766795311 | 0.344613883397656 |
311 | 0.87172363471488 | 0.256552730570239 | 0.128276365285120 |
312 | 0.859653505493829 | 0.280692989012343 | 0.140346494506171 |
313 | 0.846834254163158 | 0.306331491673683 | 0.153165745836842 |
314 | 0.83306711058231 | 0.333865778835378 | 0.166932889417689 |
315 | 0.82665593863774 | 0.34668812272452 | 0.17334406136226 |
316 | 0.815632288560695 | 0.368735422878609 | 0.184367711439304 |
317 | 0.817354385723832 | 0.365291228552336 | 0.182645614276168 |
318 | 0.806837246252573 | 0.386325507494853 | 0.193162753747427 |
319 | 0.790952408934188 | 0.418095182131625 | 0.209047591065812 |
320 | 0.77531383617984 | 0.449372327640319 | 0.224686163820160 |
321 | 0.759069799506253 | 0.481860400987494 | 0.240930200493747 |
322 | 0.741555802871493 | 0.516888394257014 | 0.258444197128507 |
323 | 0.729086548381513 | 0.541826903236974 | 0.270913451618487 |
324 | 0.810248164607814 | 0.379503670784372 | 0.189751835392186 |
325 | 0.795593352528303 | 0.408813294943395 | 0.204406647471697 |
326 | 0.779431200187774 | 0.441137599624452 | 0.220568799812226 |
327 | 0.767555604409585 | 0.46488879118083 | 0.232444395590415 |
328 | 0.778022064110544 | 0.443955871778912 | 0.221977935889456 |
329 | 0.797471926550132 | 0.405056146899735 | 0.202528073449868 |
330 | 0.857263345673315 | 0.28547330865337 | 0.142736654326685 |
331 | 0.847199261259624 | 0.305601477480752 | 0.152800738740376 |
332 | 0.84447136796622 | 0.311057264067559 | 0.155528632033780 |
333 | 0.859833735510543 | 0.280332528978913 | 0.140166264489457 |
334 | 0.875973142004017 | 0.248053715991966 | 0.124026857995983 |
335 | 0.868743163121184 | 0.262513673757631 | 0.131256836878816 |
336 | 0.867337327888139 | 0.265325344223722 | 0.132662672111861 |
337 | 0.858242298506337 | 0.283515402987326 | 0.141757701493663 |
338 | 0.84513720797623 | 0.309725584047540 | 0.154862792023770 |
339 | 0.839498269691152 | 0.321003460617697 | 0.160501730308848 |
340 | 0.828798464304372 | 0.342403071391256 | 0.171201535695628 |
341 | 0.827202871605328 | 0.345594256789344 | 0.172797128394672 |
342 | 0.812754041196118 | 0.374491917607764 | 0.187245958803882 |
343 | 0.797222928770264 | 0.405554142459471 | 0.202777071229736 |
344 | 0.818604510527592 | 0.362790978944815 | 0.181395489472408 |
345 | 0.919024814148317 | 0.161950371703367 | 0.0809751858516833 |
346 | 0.918117678193358 | 0.163764643613284 | 0.0818823218066418 |
347 | 0.910317256878094 | 0.179365486243812 | 0.0896827431219058 |
348 | 0.901972685690392 | 0.196054628619215 | 0.0980273143096076 |
349 | 0.897369598643589 | 0.205260802712822 | 0.102630401356411 |
350 | 0.896978666813435 | 0.206042666373130 | 0.103021333186565 |
351 | 0.89017317200157 | 0.21965365599686 | 0.10982682799843 |
352 | 0.917543372931815 | 0.164913254136371 | 0.0824566270681854 |
353 | 0.917767205541667 | 0.164465588916666 | 0.0822327944583332 |
354 | 0.908734672362118 | 0.182530655275764 | 0.0912653276378822 |
355 | 0.941837749635725 | 0.116324500728551 | 0.0581622503642753 |
356 | 0.93763596706949 | 0.124728065861020 | 0.0623640329305102 |
357 | 0.935913413807932 | 0.128173172384135 | 0.0640865861920675 |
358 | 0.92848535407995 | 0.143029291840100 | 0.0715146459200502 |
359 | 0.943711013563388 | 0.112577972873223 | 0.0562889864366117 |
360 | 0.938708653511301 | 0.122582692977397 | 0.0612913464886986 |
361 | 0.972269254332567 | 0.0554614913348667 | 0.0277307456674333 |
362 | 0.968418742816661 | 0.0631625143666779 | 0.0315812571833389 |
363 | 0.976438299054297 | 0.0471234018914062 | 0.0235617009457031 |
364 | 0.973075517087132 | 0.0538489658257357 | 0.0269244829128679 |
365 | 0.978595693252868 | 0.0428086134942633 | 0.0214043067471317 |
366 | 0.978704942981076 | 0.0425901140378487 | 0.0212950570189243 |
367 | 0.9848812269852 | 0.0302375460296002 | 0.0151187730148001 |
368 | 0.989179127718356 | 0.0216417445632887 | 0.0108208722816443 |
369 | 0.98768276443327 | 0.0246344711334586 | 0.0123172355667293 |
370 | 0.985707438683371 | 0.0285851226332573 | 0.0142925613166287 |
371 | 0.987000647679526 | 0.0259987046409473 | 0.0129993523204736 |
372 | 0.989834725055579 | 0.0203305498888417 | 0.0101652749444209 |
373 | 0.988154852667577 | 0.0236902946648461 | 0.0118451473324231 |
374 | 0.988307074860603 | 0.0233858502787941 | 0.0116929251393971 |
375 | 0.995227419572523 | 0.00954516085495293 | 0.00477258042747647 |
376 | 0.995207210216087 | 0.00958557956782636 | 0.00479278978391318 |
377 | 0.994453308197192 | 0.011093383605615 | 0.0055466918028075 |
378 | 0.993531646836522 | 0.0129367063269569 | 0.00646835316347847 |
379 | 0.992470959969597 | 0.0150580800608064 | 0.0075290400304032 |
380 | 0.991169970852228 | 0.0176600582955433 | 0.00883002914777167 |
381 | 0.989694549385438 | 0.0206109012291234 | 0.0103054506145617 |
382 | 0.987993314447484 | 0.0240133711050320 | 0.0120066855525160 |
383 | 0.986101943791142 | 0.0277961124177168 | 0.0138980562088584 |
384 | 0.984610985798455 | 0.03077802840309 | 0.015389014201545 |
385 | 0.982223040450125 | 0.035553919099751 | 0.0177769595498755 |
386 | 0.9803438978785 | 0.0393122042430019 | 0.0196561021215010 |
387 | 0.977519271757668 | 0.0449614564846643 | 0.0224807282423322 |
388 | 0.974361918809715 | 0.0512761623805709 | 0.0256380811902855 |
389 | 0.970716878537517 | 0.0585662429249665 | 0.0292831214624833 |
390 | 0.967471943293593 | 0.0650561134128133 | 0.0325280567064066 |
391 | 0.96754144854295 | 0.0649171029140983 | 0.0324585514570491 |
392 | 0.974611797499779 | 0.0507764050004425 | 0.0253882025002212 |
393 | 0.973698305714679 | 0.0526033885706426 | 0.0263016942853213 |
394 | 0.983422872115929 | 0.0331542557681423 | 0.0165771278840712 |
395 | 0.981434834858937 | 0.0371303302821260 | 0.0185651651410630 |
396 | 0.978778170922861 | 0.0424436581542771 | 0.0212218290771386 |
397 | 0.979573811464185 | 0.0408523770716296 | 0.0204261885358148 |
398 | 0.977299237825136 | 0.0454015243497288 | 0.0227007621748644 |
399 | 0.974209061039482 | 0.0515818779210356 | 0.0257909389605178 |
400 | 0.974833946425212 | 0.0503321071495769 | 0.0251660535747885 |
401 | 0.98043231165203 | 0.0391353766959397 | 0.0195676883479699 |
402 | 0.97932392951411 | 0.0413521409717818 | 0.0206760704858909 |
403 | 0.988032192396397 | 0.0239356152072053 | 0.0119678076036026 |
404 | 0.986082152747357 | 0.0278356945052855 | 0.0139178472526428 |
405 | 0.986724615915731 | 0.0265507681685371 | 0.0132753840842685 |
406 | 0.987125815158451 | 0.0257483696830977 | 0.0128741848415489 |
407 | 0.988623052044467 | 0.0227538959110651 | 0.0113769479555325 |
408 | 0.987060711297758 | 0.0258785774044846 | 0.0129392887022423 |
409 | 0.985043218019601 | 0.0299135639607973 | 0.0149567819803986 |
410 | 0.982648001791283 | 0.0347039964174344 | 0.0173519982087172 |
411 | 0.985870940432768 | 0.0282581191344648 | 0.0141290595672324 |
412 | 0.984722962514147 | 0.0305540749717066 | 0.0152770374858533 |
413 | 0.98245573003774 | 0.0350885399245206 | 0.0175442699622603 |
414 | 0.98250015058117 | 0.0349996988376584 | 0.0174998494188292 |
415 | 0.98398038177921 | 0.0320392364415785 | 0.0160196182207893 |
416 | 0.981475757642844 | 0.0370484847143125 | 0.0185242423571562 |
417 | 0.978581001044071 | 0.0428379979118572 | 0.0214189989559286 |
418 | 0.977639823584183 | 0.0447203528316343 | 0.0223601764158172 |
419 | 0.97480471203791 | 0.0503905759241802 | 0.0251952879620901 |
420 | 0.972095004909733 | 0.0558099901805339 | 0.0279049950902670 |
421 | 0.969981938268032 | 0.0600361234639361 | 0.0300180617319680 |
422 | 0.970696788923843 | 0.0586064221523145 | 0.0293032110761572 |
423 | 0.966655307681195 | 0.0666893846376093 | 0.0333446923188047 |
424 | 0.966147724653287 | 0.0677045506934259 | 0.0338522753467129 |
425 | 0.96693641271502 | 0.066127174569959 | 0.0330635872849795 |
426 | 0.963021630579107 | 0.0739567388417853 | 0.0369783694208926 |
427 | 0.963122594302413 | 0.0737548113951744 | 0.0368774056975872 |
428 | 0.962005378954511 | 0.0759892420909774 | 0.0379946210454887 |
429 | 0.957497824438742 | 0.0850043511225166 | 0.0425021755612583 |
430 | 0.958100832758386 | 0.0837983344832285 | 0.0418991672416142 |
431 | 0.953031471174371 | 0.093937057651258 | 0.046968528825629 |
432 | 0.946684040640859 | 0.106631918718283 | 0.0533159593591414 |
433 | 0.940950963935783 | 0.118098072128435 | 0.0590490360642173 |
434 | 0.935721558667244 | 0.128556882665512 | 0.0642784413327561 |
435 | 0.934421211230376 | 0.131157577539249 | 0.0655787887696243 |
436 | 0.931089266408324 | 0.137821467183352 | 0.0689107335916758 |
437 | 0.922638457490931 | 0.154723085018139 | 0.0773615425090693 |
438 | 0.916883470037522 | 0.166233059924956 | 0.0831165299624779 |
439 | 0.907644423195872 | 0.184711153608257 | 0.0923555768041284 |
440 | 0.897209598585117 | 0.205580802829767 | 0.102790401414883 |
441 | 0.885861861558304 | 0.228276276883393 | 0.114138138441696 |
442 | 0.876269188945276 | 0.247461622109448 | 0.123730811054724 |
443 | 0.864641090965236 | 0.270717818069528 | 0.135358909034764 |
444 | 0.856912566066323 | 0.286174867867354 | 0.143087433933677 |
445 | 0.84796202132124 | 0.304075957357521 | 0.152037978678760 |
446 | 0.832737929157699 | 0.334524141684603 | 0.167262070842301 |
447 | 0.829941243684862 | 0.340117512630275 | 0.170058756315138 |
448 | 0.813598841913156 | 0.372802316173688 | 0.186401158086844 |
449 | 0.797273867777947 | 0.405452264444106 | 0.202726132222053 |
450 | 0.809472501366078 | 0.381054997267845 | 0.190527498633922 |
451 | 0.79192335175906 | 0.416153296481881 | 0.208076648240941 |
452 | 0.775893104064379 | 0.448213791871243 | 0.224106895935621 |
453 | 0.757552166164981 | 0.484895667670038 | 0.242447833835019 |
454 | 0.737510960419987 | 0.524978079160025 | 0.262489039580013 |
455 | 0.716578358716559 | 0.566843282566883 | 0.283421641283441 |
456 | 0.69905972863981 | 0.601880542720381 | 0.300940271360190 |
457 | 0.688811717905716 | 0.622376564188568 | 0.311188282094284 |
458 | 0.665984756060583 | 0.668030487878833 | 0.334015243939417 |
459 | 0.650936555887012 | 0.698126888225975 | 0.349063444112988 |
460 | 0.627221521946543 | 0.745556956106914 | 0.372778478053457 |
461 | 0.616405122776143 | 0.767189754447713 | 0.383594877223857 |
462 | 0.609070754003843 | 0.781858491992314 | 0.390929245996157 |
463 | 0.642391972090106 | 0.715216055819788 | 0.357608027909894 |
464 | 0.635126946695458 | 0.729746106609083 | 0.364873053304542 |
465 | 0.612627906444191 | 0.774744187111617 | 0.387372093555809 |
466 | 0.656404706434563 | 0.687190587130875 | 0.343595293565437 |
467 | 0.632451192257221 | 0.735097615485557 | 0.367548807742779 |
468 | 0.609840022884868 | 0.780319954230263 | 0.390159977115132 |
469 | 0.585279965210628 | 0.829440069578743 | 0.414720034789372 |
470 | 0.561408237970404 | 0.877183524059191 | 0.438591762029596 |
471 | 0.536657942186094 | 0.926684115627811 | 0.463342057813906 |
472 | 0.514101863659001 | 0.971796272681997 | 0.485898136340999 |
473 | 0.492920748500854 | 0.985841497001708 | 0.507079251499146 |
474 | 0.640146252004668 | 0.719707495990663 | 0.359853747995332 |
475 | 0.615690506505011 | 0.768618986989978 | 0.384309493494989 |
476 | 0.600238637229789 | 0.799522725540423 | 0.399761362770211 |
477 | 0.624924090557804 | 0.750151818884391 | 0.375075909442196 |
478 | 0.599872539959095 | 0.80025492008181 | 0.400127460040905 |
479 | 0.574626532167575 | 0.85074693566485 | 0.425373467832425 |
480 | 0.558881654534547 | 0.882236690930906 | 0.441118345465453 |
481 | 0.542422599604351 | 0.915154800791299 | 0.457577400395649 |
482 | 0.533950530015781 | 0.932098939968438 | 0.466049469984219 |
483 | 0.538227091197743 | 0.923545817604513 | 0.461772908802257 |
484 | 0.795599495801833 | 0.408801008396334 | 0.204400504198167 |
485 | 0.784696296045952 | 0.430607407908096 | 0.215303703954048 |
486 | 0.79348019073125 | 0.413039618537498 | 0.206519809268749 |
487 | 0.774288070611615 | 0.45142385877677 | 0.225711929388385 |
488 | 0.75411953034237 | 0.491760939315259 | 0.245880469657630 |
489 | 0.752401741888977 | 0.495196516222046 | 0.247598258111023 |
490 | 0.752666934039392 | 0.494666131921216 | 0.247333065960608 |
491 | 0.748150855960586 | 0.503698288078829 | 0.251849144039414 |
492 | 0.726353935555321 | 0.547292128889358 | 0.273646064444679 |
493 | 0.755067028052309 | 0.489865943895382 | 0.244932971947691 |
494 | 0.740438370057173 | 0.519123259885654 | 0.259561629942827 |
495 | 0.719919724838729 | 0.560160550322542 | 0.280080275161271 |
496 | 0.834856877489382 | 0.330286245021237 | 0.165143122510618 |
497 | 0.830597159205705 | 0.338805681588591 | 0.169402840794295 |
498 | 0.8265885603545 | 0.346822879291001 | 0.173411439645501 |
499 | 0.809866923960333 | 0.380266152079333 | 0.190133076039667 |
500 | 0.807344650777225 | 0.385310698445549 | 0.192655349222775 |
501 | 0.790454769416224 | 0.419090461167551 | 0.209545230583776 |
502 | 0.770145947596559 | 0.459708104806882 | 0.229854052403441 |
503 | 0.760810171803176 | 0.478379656393648 | 0.239189828196824 |
504 | 0.747324764361702 | 0.505350471276596 | 0.252675235638298 |
505 | 0.723979545077817 | 0.552040909844367 | 0.276020454922183 |
506 | 0.700550435225558 | 0.598899129548884 | 0.299449564774442 |
507 | 0.691755737330215 | 0.61648852533957 | 0.308244262669785 |
508 | 0.688504082251089 | 0.622991835497823 | 0.311495917748911 |
509 | 0.662721095180529 | 0.674557809638943 | 0.337278904819471 |
510 | 0.669070658205775 | 0.66185868358845 | 0.330929341794225 |
511 | 0.64231655964193 | 0.715366880716141 | 0.357683440358070 |
512 | 0.778234052400753 | 0.443531895198494 | 0.221765947599247 |
513 | 0.759776364246237 | 0.480447271507525 | 0.240223635753763 |
514 | 0.736255294630019 | 0.527489410739962 | 0.263744705369981 |
515 | 0.712565705046822 | 0.574868589906356 | 0.287434294953178 |
516 | 0.723791835591577 | 0.552416328816845 | 0.276208164408423 |
517 | 0.701321507611122 | 0.597356984777756 | 0.298678492388878 |
518 | 0.698433143783299 | 0.603133712433402 | 0.301566856216701 |
519 | 0.672804699179609 | 0.654390601640782 | 0.327195300820391 |
520 | 0.667951210055181 | 0.664097579889637 | 0.332048789944819 |
521 | 0.696159850849792 | 0.607680298300415 | 0.303840149150208 |
522 | 0.670543425911598 | 0.658913148176805 | 0.329456574088402 |
523 | 0.652552617276262 | 0.694894765447476 | 0.347447382723738 |
524 | 0.682148999641136 | 0.635702000717729 | 0.317851000358864 |
525 | 0.654675374663932 | 0.690649250672135 | 0.345324625336068 |
526 | 0.660212069488375 | 0.67957586102325 | 0.339787930511625 |
527 | 0.648217590835209 | 0.703564818329582 | 0.351782409164791 |
528 | 0.6818781581119 | 0.6362436837762 | 0.3181218418881 |
529 | 0.672905646838404 | 0.654188706323192 | 0.327094353161596 |
530 | 0.651590683999622 | 0.696818632000757 | 0.348409316000378 |
531 | 0.683111993361179 | 0.633776013277642 | 0.316888006638821 |
532 | 0.65462014040363 | 0.69075971919274 | 0.34537985959637 |
533 | 0.800912745353105 | 0.39817450929379 | 0.199087254646895 |
534 | 0.779872007765898 | 0.440255984468205 | 0.220127992234102 |
535 | 0.82152171131737 | 0.35695657736526 | 0.17847828868263 |
536 | 0.81176479819766 | 0.376470403604681 | 0.188235201802341 |
537 | 0.820492631082444 | 0.359014737835112 | 0.179507368917556 |
538 | 0.798904591876576 | 0.402190816246847 | 0.201095408123424 |
539 | 0.791143885099688 | 0.417712229800623 | 0.208856114900312 |
540 | 0.768111215698311 | 0.463777568603378 | 0.231888784301689 |
541 | 0.754992499987606 | 0.490015000024789 | 0.245007500012394 |
542 | 0.742557669699719 | 0.514884660600563 | 0.257442330300281 |
543 | 0.716454669545377 | 0.567090660909246 | 0.283545330454623 |
544 | 0.720976859813495 | 0.55804628037301 | 0.279023140186505 |
545 | 0.754938887572202 | 0.490122224855596 | 0.245061112427798 |
546 | 0.808844072293706 | 0.382311855412587 | 0.191155927706294 |
547 | 0.792698273670589 | 0.414603452658822 | 0.207301726329411 |
548 | 0.771431272963936 | 0.457137454072129 | 0.228568727036064 |
549 | 0.843311268798274 | 0.313377462403453 | 0.156688731201726 |
550 | 0.8236697903697 | 0.352660419260598 | 0.176330209630299 |
551 | 0.80214222564933 | 0.39571554870134 | 0.19785777435067 |
552 | 0.813696141476315 | 0.372607717047370 | 0.186303858523685 |
553 | 0.813129470552075 | 0.37374105889585 | 0.186870529447925 |
554 | 0.797020423910117 | 0.405959152179766 | 0.202979576089883 |
555 | 0.774160459994808 | 0.451679080010383 | 0.225839540005192 |
556 | 0.747396264423218 | 0.505207471153564 | 0.252603735576782 |
557 | 0.767294219071355 | 0.465411561857291 | 0.232705780928645 |
558 | 0.739279288171802 | 0.521441423656395 | 0.260720711828198 |
559 | 0.718753331893462 | 0.562493336213077 | 0.281246668106538 |
560 | 0.69283808100464 | 0.61432383799072 | 0.30716191899536 |
561 | 0.744439215531499 | 0.511121568937002 | 0.255560784468501 |
562 | 0.757630250883704 | 0.484739498232592 | 0.242369749116296 |
563 | 0.950329617639966 | 0.0993407647200674 | 0.0496703823600337 |
564 | 0.94022275872974 | 0.11955448254052 | 0.05977724127026 |
565 | 0.928565688203942 | 0.142868623592117 | 0.0714343117960584 |
566 | 0.920755953821887 | 0.158488092356226 | 0.0792440461781131 |
567 | 0.912819927833081 | 0.174360144333837 | 0.0871800721669187 |
568 | 0.90057800996332 | 0.198843980073359 | 0.0994219900366794 |
569 | 0.88599418558155 | 0.228011628836902 | 0.114005814418451 |
570 | 0.865739328935402 | 0.268521342129195 | 0.134260671064598 |
571 | 0.873865719419208 | 0.252268561161584 | 0.126134280580792 |
572 | 0.933491486145958 | 0.133017027708084 | 0.0665085138540421 |
573 | 0.920352545271679 | 0.159294909456643 | 0.0796474547283215 |
574 | 0.904130910155035 | 0.19173817968993 | 0.095869089844965 |
575 | 0.890035165189105 | 0.21992966962179 | 0.109964834810895 |
576 | 0.872068042221826 | 0.255863915556348 | 0.127931957778174 |
577 | 0.85281308454807 | 0.29437383090386 | 0.14718691545193 |
578 | 0.830730326763726 | 0.338539346472547 | 0.169269673236274 |
579 | 0.805369146810408 | 0.389261706379183 | 0.194630853189592 |
580 | 0.775433527333642 | 0.449132945332717 | 0.224566472666358 |
581 | 0.741867807397496 | 0.516264385205009 | 0.258132192602504 |
582 | 0.706223484264755 | 0.58755303147049 | 0.293776515735245 |
583 | 0.670130390683967 | 0.659739218632065 | 0.329869609316033 |
584 | 0.67523792524433 | 0.64952414951134 | 0.32476207475567 |
585 | 0.644232984623695 | 0.71153403075261 | 0.355767015376305 |
586 | 0.622893823483709 | 0.754212353032583 | 0.377106176516291 |
587 | 0.613329345757672 | 0.773341308484655 | 0.386670654242328 |
588 | 0.583745032658771 | 0.832509934682457 | 0.416254967341229 |
589 | 0.58469963555884 | 0.83060072888232 | 0.41530036444116 |
590 | 0.548557201995359 | 0.902885596009283 | 0.451442798004641 |
591 | 0.559588113750548 | 0.880823772498904 | 0.440411886249452 |
592 | 0.542849230643999 | 0.914301538712001 | 0.457150769356001 |
593 | 0.510714939877423 | 0.978570120245155 | 0.489285060122577 |
594 | 0.497223322009035 | 0.99444664401807 | 0.502776677990965 |
595 | 0.44953083597036 | 0.89906167194072 | 0.55046916402964 |
596 | 0.493667220301103 | 0.987334440602205 | 0.506332779698897 |
597 | 0.449234624292724 | 0.898469248585448 | 0.550765375707276 |
598 | 0.412536923639632 | 0.825073847279264 | 0.587463076360368 |
599 | 0.449762393649344 | 0.899524787298689 | 0.550237606350656 |
600 | 0.547515374294145 | 0.90496925141171 | 0.452484625705855 |
601 | 0.51359611544342 | 0.97280776911316 | 0.48640388455658 |
602 | 0.471388926839015 | 0.94277785367803 | 0.528611073160985 |
603 | 0.541697278180032 | 0.916605443639935 | 0.458302721819968 |
604 | 0.507235695841179 | 0.985528608317642 | 0.492764304158821 |
605 | 0.536183760029009 | 0.927632479941982 | 0.463816239970991 |
606 | 0.502915467311665 | 0.99416906537667 | 0.497084532688335 |
607 | 0.446231050564373 | 0.892462101128746 | 0.553768949435627 |
608 | 0.449535904586282 | 0.899071809172563 | 0.550464095413718 |
609 | 0.389559441312455 | 0.77911888262491 | 0.610440558687545 |
610 | 0.329081922922925 | 0.65816384584585 | 0.670918077077075 |
611 | 0.272201828918002 | 0.544403657836004 | 0.727798171081998 |
612 | 0.256725840001773 | 0.513451680003546 | 0.743274159998227 |
613 | 0.318139894625033 | 0.636279789250067 | 0.681860105374967 |
614 | 0.257953458715955 | 0.515906917431911 | 0.742046541284045 |
615 | 0.214598562211465 | 0.42919712442293 | 0.785401437788535 |
616 | 0.172303842142665 | 0.344607684285330 | 0.827696157857335 |
617 | 0.161242653411964 | 0.322485306823928 | 0.838757346588036 |
618 | 0.151369473440229 | 0.302738946880458 | 0.84863052655977 |
619 | 0.122503399838262 | 0.245006799676524 | 0.877496600161738 |
620 | 0.09089053554533 | 0.18178107109066 | 0.90910946445467 |
621 | 0.0618937294609168 | 0.123787458921834 | 0.938106270539083 |
622 | 0.0767322346018966 | 0.153464469203793 | 0.923267765398103 |
623 | 0.0471858602167346 | 0.0943717204334691 | 0.952814139783265 |
624 | 0.994182987824638 | 0.0116340243507233 | 0.00581701217536163 |
625 | 0.979173794194894 | 0.0416524116102122 | 0.0208262058051061 |
626 | 0.97883696474537 | 0.0423260705092594 | 0.0211630352546297 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 25 | 0.0402576489533011 | NOK |
5% type I error level | 82 | 0.132045088566828 | NOK |
10% type I error level | 114 | 0.183574879227053 | NOK |