Multiple Linear Regression - Estimated Regression Equation |
Y[t] = + 9.58964637151752 + 1.04580934007148Y1[t] -0.0719625816414838Y2[t] -26.1109600817040M1[t] -41.0618474924479M2[t] -22.5257196733794M3[t] + 68.8503751196169M4[t] -31.4842555305213M5[t] -33.610105974548M6[t] -19.8116313220873M7[t] -19.6330828306989M8[t] + 17.327864163357M9[t] -4.42597633795565M10[t] + 68.8787515530214M11[t] + 0.0283166849034852t + 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) | 9.58964637151752 | 6.659039 | 1.4401 | 0.150722 | 0.075361 |
Y1 | 1.04580934007148 | 0.052769 | 19.8185 | 0 | 0 |
Y2 | -0.0719625816414838 | 0.052769 | -1.3637 | 0.173514 | 0.086757 |
M1 | -26.1109600817040 | 6.917593 | -3.7746 | 0.000188 | 9.4e-05 |
M2 | -41.0618474924479 | 7.875401 | -5.2139 | 0 | 0 |
M3 | -22.5257196733794 | 8.454619 | -2.6643 | 0.008067 | 0.004033 |
M4 | 68.8503751196169 | 7.814894 | 8.8101 | 0 | 0 |
M5 | -31.4842555305213 | 6.018376 | -5.2314 | 0 | 0 |
M6 | -33.610105974548 | 7.88608 | -4.262 | 2.6e-05 | 1.3e-05 |
M7 | -19.8116313220873 | 8.173684 | -2.4238 | 0.015857 | 0.007928 |
M8 | -19.6330828306989 | 7.703787 | -2.5485 | 0.011239 | 0.00562 |
M9 | 17.327864163357 | 7.662672 | 2.2613 | 0.024343 | 0.012172 |
M10 | -4.42597633795565 | 6.635942 | -0.667 | 0.505224 | 0.252612 |
M11 | 68.8787515530214 | 7.161462 | 9.618 | 0 | 0 |
t | 0.0283166849034852 | 0.016503 | 1.7159 | 0.087062 | 0.043531 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.98890473317585 |
R-squared | 0.9779325712976 |
Adjusted R-squared | 0.977062306503702 |
F-TEST (value) | 1123.71841094241 |
F-TEST (DF numerator) | 14 |
F-TEST (DF denominator) | 355 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 23.4963888187043 |
Sum Squared Residuals | 195988.502069505 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 264.6 | 260.147281788868 | 4.45271821113233 |
2 | 240.7 | 225.105686965026 | 15.5943130349741 |
3 | 201.4 | 219.833885805717 | -18.4338858057169 |
4 | 240.8 | 271.857895920039 | -31.0578959200389 |
5 | 241.1 | 215.584599412131 | 25.5154005878695 |
6 | 223.8 | 210.965482738354 | 12.8345172616456 |
7 | 206.1 | 206.678183717989 | -0.578183717988975 |
8 | 174.7 | 189.619176237414 | -14.9191762374141 |
9 | 203.3 | 195.043764333183 | 8.25623566681696 |
10 | 220.5 | 205.488012706361 | 15.0119872936391 |
11 | 299.5 | 294.750848096524 | 4.74915190347586 |
12 | 347.4 | 307.28159468982 | 40.1184053101802 |
13 | 338.3 | 325.608174732766 | 12.6918252672342 |
14 | 327.7 | 297.721731351648 | 29.9782686483520 |
15 | 351.6 | 305.855456343800 | 45.7445436562004 |
16 | 396.6 | 423.017514414808 | -26.4175144148076 |
17 | 438.8 | 368.052715051558 | 70.7472849484422 |
18 | 395.6 | 406.850019269584 | -11.2500192695842 |
19 | 363.5 | 372.46102617059 | -8.96102617058991 |
20 | 378.8 | 342.206195057499 | 36.5938049425005 |
21 | 357 | 397.506340510244 | -40.5063405102441 |
22 | 369 | 351.881145581162 | 17.1188544188380 |
23 | 464.8 | 439.332686517685 | 25.4673134823154 |
24 | 479.1 | 469.807235448716 | 9.29276455128358 |
25 | 431.3 | 451.785650293684 | -20.485650293684 |
26 | 366.5 | 385.844328194954 | -19.3443281949537 |
27 | 326.3 | 340.080138864757 | -13.7801388647568 |
28 | 355.1 | 394.106190162151 | -39.0061901621514 |
29 | 331.6 | 326.812080972963 | 4.78791902703717 |
30 | 261.3 | 298.065505370885 | -36.7655053708852 |
31 | 249 | 240.063020769799 | 8.93697923020065 |
32 | 205.5 | 232.465400552608 | -26.9654005526084 |
33 | 235.6 | 224.847097692649 | 10.7529023073513 |
34 | 240.9 | 237.730807313796 | 3.16919268620444 |
35 | 264.9 | 314.440567684646 | -49.5405676846463 |
36 | 253.8 | 270.308155295544 | -16.5081552955439 |
37 | 232.3 | 230.889926264555 | 1.41007373544548 |
38 | 193.8 | 194.281239383398 | -0.481239383397829 |
39 | 177 | 174.129219799910 | 2.87078020009023 |
40 | 213.2 | 250.734593757806 | -37.5345937578060 |
41 | 207.2 | 189.495549274736 | 17.7044507252645 |
42 | 180.6 | 178.518114019762 | 2.08188598023822 |
43 | 188.6 | 164.958152401074 | 23.6418475989265 |
44 | 175.4 | 175.445696969601 | -0.045696969600754 |
45 | 199 | 198.054576706485 | 0.945423293515322 |
46 | 179.6 | 201.96005939343 | -22.36005939343 |
47 | 225.8 | 253.306085845185 | -27.5060858451848 |
48 | 234 | 234.168116572214 | -0.168116572214002 |
49 | 200.2 | 213.336438492163 | -13.1364384921631 |
50 | 183.6 | 162.475418902447 | 21.1245810975534 |
51 | 178.2 | 166.111763620714 | 12.0882363792859 |
52 | 203.2 | 253.063383517477 | -49.8633835174767 |
53 | 208.5 | 179.290900994893 | 29.2090990051072 |
54 | 191.8 | 180.937092197111 | 10.8629078028886 |
55 | 172.8 | 176.917465872582 | -4.11746587258196 |
56 | 148 | 158.455728700929 | -10.4557287009286 |
57 | 159.4 | 170.876209797303 | -11.4762097973035 |
58 | 154.5 | 162.857584482418 | -8.35758448241797 |
59 | 213.2 | 230.245789861235 | -17.0457898612354 |
60 | 196.4 | 223.136979905356 | -26.7369799053564 |
61 | 182.8 | 175.260536053 | 7.53946394699992 |
62 | 176.4 | 147.323929673765 | 29.0760703262355 |
63 | 153.6 | 160.173885511603 | -6.57388551160317 |
64 | 173.2 | 228.194404558379 | -54.9944045583788 |
65 | 171 | 150.026700519971 | 20.9732994800292 |
66 | 151.2 | 144.217919612517 | 6.98208038748271 |
67 | 161.9 | 137.496003696077 | 24.4039963039226 |
68 | 157.2 | 150.317887927636 | 6.88211207236439 |
69 | 201.7 | 181.621848084695 | 20.0781519153049 |
70 | 236.4 | 206.773064035182 | 29.6269359648184 |
71 | 356.1 | 313.193357828496 | 42.9066421715036 |
72 | 398.3 | 367.029199383975 | 31.2708006160251 |
73 | 403.7 | 376.465789115705 | 27.2342108842948 |
74 | 384.6 | 364.15376788098 | 20.4462321190199 |
75 | 365.8 | 362.354656048723 | 3.44534395127719 |
76 | 368.1 | 435.472337242631 | -67.3723372426312 |
77 | 367.9 | 338.924281294421 | 28.9757187055792 |
78 | 347 | 336.452071729508 | 10.5479282704922 |
79 | 343.3 | 328.435840375706 | 14.8641596242936 |
80 | 292.9 | 326.277228950041 | -33.3772289500409 |
81 | 311.5 | 310.823963441471 | 0.676036558528807 |
82 | 300.9 | 312.177407465122 | -11.2774074651223 |
83 | 366.9 | 373.086369017714 | -6.18636901771363 |
84 | 356.9 | 374.022153959713 | -17.1221539597129 |
85 | 329.7 | 332.73188677386 | -3.0318867738598 |
86 | 316.2 | 290.08292781449 | 26.1170721855099 |
87 | 269 | 296.486328448145 | -27.4863284481454 |
88 | 289.3 | 339.500033926832 | -50.2000339268315 |
89 | 266.2 | 263.820283418526 | 2.37971658147424 |
90 | 253.6 | 236.103713496429 | 17.4962865035707 |
91 | 233.8 | 238.415642784811 | -4.61564278481110 |
92 | 228.4 | 218.822211556371 | 9.57778844362948 |
93 | 253.6 | 251.588963915445 | 2.01103608455477 |
94 | 260.1 | 256.606433409701 | 3.49356659029872 |
95 | 306.6 | 334.923781638681 | -28.3237816386811 |
96 | 309.2 | 314.235724303217 | -5.03572430321725 |
97 | 309.5 | 287.525925144274 | 21.9740748557264 |
98 | 271 | 272.729994508187 | -1.72999450818680 |
99 | 279.9 | 251.009190644914 | 28.8908093550856 |
100 | 317.9 | 354.491864642647 | -36.5918646426475 |
101 | 298.4 | 293.285838623520 | 5.11416137648034 |
102 | 246.7 | 268.060444630626 | -21.3604446306263 |
103 | 227.3 | 229.222163428304 | -1.92216342830393 |
104 | 209.1 | 212.860792878074 | -3.76079287807401 |
105 | 259.9 | 232.212400651577 | 27.6875993484228 |
106 | 266 | 264.923710296674 | 1.07628970332593 |
107 | 320.6 | 340.980492699603 | -20.3804926996033 |
108 | 308.5 | 328.792276051375 | -20.292276051375 |
109 | 282.2 | 286.126182682085 | -3.92618268208465 |
110 | 262.7 | 244.569573550226 | 18.1304264497737 |
111 | 263.5 | 244.633351819975 | 18.8666481800245 |
112 | 313.1 | 338.277681111941 | -25.1776811119414 |
113 | 284.3 | 289.785940348939 | -5.48594034893872 |
114 | 252.6 | 253.999753546339 | -1.39975354633939 |
115 | 250.3 | 236.746911154712 | 13.5530888452876 |
116 | 246.5 | 236.829628686875 | 9.67037131312498 |
117 | 312.7 | 270.010330811338 | 42.6896691886619 |
118 | 333.2 | 317.790843117898 | 15.4091568821016 |
119 | 446.4 | 407.799056260578 | 38.600943739422 |
120 | 511.6 | 455.859005764901 | 55.7409942350991 |
121 | 515.5 | 489.816967098945 | 25.6830329010551 |
122 | 506.4 | 474.281092476358 | 32.1189075236415 |
123 | 483.2 | 483.048017917278 | 0.151982082721852 |
124 | 522.3 | 550.844512198457 | -28.5445121984573 |
125 | 509.8 | 493.0988753241 | 16.7011246759004 |
126 | 460.7 | 475.114987871901 | -14.414987871901 |
127 | 405.8 | 438.492072882274 | -32.6920728822741 |
128 | 375 | 384.817368047239 | -9.81736804723883 |
129 | 378.5 | 393.546449784114 | -15.0464497841141 |
130 | 406.8 | 377.697706172513 | 29.1022938274872 |
131 | 467.8 | 480.375286036671 | -12.5752860366710 |
132 | 469.8 | 473.282679852459 | -3.48267985245919 |
133 | 429.8 | 444.901937655671 | -15.1019376556712 |
134 | 355.8 | 388.003068163689 | -32.2030681636887 |
135 | 332.7 | 332.056124768031 | 0.643875231969354 |
136 | 378 | 404.627571531749 | -26.6275715317492 |
137 | 360.5 | 353.358756307671 | 7.14124369232944 |
138 | 334.7 | 329.699654148937 | 5.00034585106266 |
139 | 319.5 | 317.803909691183 | 1.69609030881671 |
140 | 323.1 | 303.971107504739 | 19.1288924952609 |
141 | 363.6 | 345.819116048906 | 17.7808839510937 |
142 | 352.1 | 366.189805211483 | -14.0898052114826 |
143 | 411.9 | 424.581557820061 | -12.6815578200611 |
144 | 388.6 | 419.098091177095 | -30.4980911770945 |
145 | 416.4 | 364.344727774468 | 52.055272225532 |
146 | 360.7 | 380.172384854861 | -19.4723848548612 |
147 | 338 | 338.484689347219 | -0.484689347218568 |
148 | 417.2 | 410.157544602927 | 7.04245539707344 |
149 | 388.4 | 394.312880974614 | -5.91288097461447 |
150 | 371.1 | 356.396601755427 | 14.7033982445729 |
151 | 331.5 | 354.203413860830 | -22.7034138608295 |
152 | 353.7 | 314.241181832689 | 39.4588181673114 |
153 | 396.7 | 377.297131094237 | 19.4028689057625 |
154 | 447 | 398.943839588461 | 48.0561604115391 |
155 | 533.5 | 521.786702959353 | 11.7132970406470 |
156 | 565.4 | 539.779058150851 | 25.6209418491487 |
157 | 542.3 | 540.832969390343 | 1.46703060965738 |
158 | 488.7 | 499.456596554488 | -10.7565965544877 |
159 | 467.1 | 463.627996066547 | 3.47200393345334 |
160 | 531.3 | 536.300120174886 | -5.00012017488624 |
161 | 496.1 | 504.689157605696 | -8.5891576056962 |
162 | 444 | 461.159137334674 | -17.1591373346739 |
163 | 403.4 | 423.032344928094 | -19.6323449280943 |
164 | 386.3 | 384.528601401006 | 1.77139859899451 |
165 | 394.1 | 406.556206179387 | -12.4562061793868 |
166 | 404.1 | 394.218555361605 | 9.88144463839546 |
167 | 462.1 | 477.448385201396 | -15.3483852013963 |
168 | 448.1 | 468.535266241009 | -20.4352662410092 |
169 | 432.3 | 423.637462348002 | 8.66253765199795 |
170 | 386.3 | 393.198580192013 | -6.89858019201306 |
171 | 395.2 | 364.792803842632 | 30.4071961573675 |
172 | 421.9 | 468.815197202677 | -46.9151972026768 |
173 | 382.9 | 395.791525640741 | -12.8915256407412 |
174 | 384.2 | 350.986026689003 | 33.2139733109973 |
175 | 345.5 | 368.978910852478 | -23.4789108524777 |
176 | 323.4 | 328.619403211869 | -5.21940321186954 |
177 | 372.6 | 345.281232384775 | 27.3187676152255 |
178 | 376 | 376.599901154159 | -0.599901154158963 |
179 | 462.7 | 449.948138469522 | 12.7518615304785 |
180 | 487 | 471.52470060802 | 15.4752993919804 |
181 | 444.2 | 464.616068346639 | -20.4160683466395 |
182 | 399.3 | 403.184167131852 | -3.88416713185173 |
183 | 394.9 | 377.87177076087 | 17.0282292391301 |
184 | 455.4 | 467.905741058158 | -12.5057410581578 |
185 | 414 | 431.18752752647 | -17.1875275264699 |
186 | 375.5 | 381.439750899078 | -5.93975089907779 |
187 | 347 | 357.982133523647 | -10.9821335236475 |
188 | 339.4 | 331.153991901099 | 8.2460080989005 |
189 | 385.8 | 362.246038172298 | 23.5539618277022 |
190 | 378.8 | 389.592983355681 | -10.7929833556805 |
191 | 451.8 | 452.266298762896 | -0.466298762895882 |
192 | 446.1 | 460.263683791486 | -14.1636837914862 |
193 | 422.5 | 422.96665869645 | -0.466658696450043 |
194 | 383.1 | 383.773174260279 | -0.673174260279182 |
195 | 352.8 | 362.831047692174 | -10.0310476921739 |
196 | 445.3 | 425.382761882582 | 19.9172381174175 |
197 | 367.5 | 423.994278097696 | -56.4942780976963 |
198 | 355.1 | 333.876238879175 | 21.2237611208251 |
199 | 326.2 | 340.33368325136 | -14.1336832513602 |
200 | 319.8 | 311.208994511941 | 8.59100548805919 |
201 | 331.8 | 343.584797023882 | -11.7847970238816 |
202 | 340.9 | 334.869545810836 | 6.03045418916433 |
203 | 394.1 | 416.855904401669 | -22.7559044016688 |
204 | 417.2 | 402.987666932416 | 14.2123330675840 |
205 | 369.9 | 397.23480994794 | -27.3348099479398 |
206 | 349.2 | 331.1831218008 | 18.0168781991998 |
207 | 321.4 | 331.503143076935 | -10.1031430769347 |
208 | 405.7 | 395.323680340826 | 10.3763196591738 |
209 | 342.9 | 385.17965351325 | -42.2796535132502 |
210 | 316.5 | 311.338847565261 | 5.16115243473889 |
211 | 284.2 | 302.075522451823 | -17.8755224518235 |
212 | 270.9 | 270.402558099142 | 0.497441900858128 |
213 | 288.8 | 295.806948942170 | -7.00694894217042 |
214 | 278.8 | 293.758514648873 | -14.9585146488725 |
215 | 324.4 | 355.345335612656 | -30.9453356126557 |
216 | 310.9 | 334.903432468212 | -24.0034324682120 |
217 | 299 | 291.420869257595 | 7.57913074240508 |
218 | 273 | 265.024662237064 | 7.975337762936 |
219 | 279.3 | 257.254418620711 | 22.0455813792889 |
220 | 359.2 | 357.11845606374 | 2.08154393626008 |
221 | 305 | 339.918944105875 | -34.9189441058748 |
222 | 282.1 | 275.388733841723 | 6.71126615827705 |
223 | 250.3 | 269.166863216419 | -18.8668632164187 |
224 | 246.5 | 237.764934498028 | 8.73506550197234 |
225 | 257.9 | 273.068532780915 | -15.1685327809146 |
226 | 266.5 | 263.538693251558 | 2.96130674844216 |
227 | 315.9 | 345.04532472134 | -29.1453247213402 |
228 | 318.4 | 327.238993050636 | -8.8389930506365 |
229 | 295.4 | 300.215921470925 | -4.81592147092546 |
230 | 266.4 | 261.059829469337 | 5.34017053066264 |
231 | 245.8 | 250.950942488991 | -5.15094248899053 |
232 | 362.8 | 322.898596429021 | 39.901403570979 |
233 | 324.9 | 346.434404433964 | -21.5344044339637 |
234 | 294.2 | 296.281074634078 | -2.08107463407783 |
235 | 289.5 | 280.72890107546 | 8.77109892454013 |
236 | 295.2 | 278.229713609809 | 16.9702863901905 |
237 | 290.3 | 321.518314660891 | -31.2183146608911 |
238 | 272 | 294.258138362775 | -22.2581383627753 |
239 | 307.4 | 348.805488665391 | -41.4054886653911 |
240 | 328.7 | 318.293619679843 | 10.4063803201574 |
241 | 292.9 | 311.939239836456 | -19.0392398364561 |
242 | 249.1 | 258.043891747093 | -8.94389174709318 |
243 | 230.4 | 233.378147578699 | -2.97814757869950 |
244 | 361.5 | 308.37788547316 | 53.1221145268403 |
245 | 321.7 | 346.522876267991 | -24.8228762679914 |
246 | 277.2 | 293.367836320825 | -16.1678363208249 |
247 | 260.7 | 263.520222774339 | -2.82022277433932 |
248 | 251 | 249.673568722498 | 1.32643127750209 |
249 | 257.6 | 277.705864399848 | -20.1058643998484 |
250 | 241.8 | 263.580719269833 | -21.7807192698334 |
251 | 287.5 | 319.915023233751 | -32.4150232337508 |
252 | 292.3 | 299.995083996835 | -7.6950839968348 |
253 | 274.7 | 275.643635451362 | -0.943635451361708 |
254 | 254.2 | 241.969399948384 | 12.2306000516159 |
255 | 230 | 240.361294417781 | -10.3612944177809 |
256 | 339 | 307.932352789601 | 31.0676472103986 |
257 | 318.2 | 323.360751367882 | -5.16075136788158 |
258 | 287 | 291.66646193635 | -4.66646193634989 |
259 | 295.8 | 274.360823561627 | 21.4391764383732 |
260 | 284 | 286.016043477762 | -2.01604347776208 |
261 | 271 | 310.031486225433 | -39.0314862254329 |
262 | 262.7 | 275.559599451464 | -12.8595994514641 |
263 | 340.6 | 341.147940066091 | -0.547940066090568 |
264 | 379.4 | 354.363342217165 | 25.0366577828349 |
265 | 373.3 | 363.252216105266 | 10.0477838947336 |
266 | 355.2 | 339.158060237300 | 16.0419397626996 |
267 | 338.4 | 339.232327433992 | -0.832327433991645 |
268 | 466.9 | 414.369664726402 | 52.5303352735985 |
269 | 451 | 449.658822331928 | 1.3411776680715 |
270 | 422 | 421.685728324738 | 0.314271675261833 |
271 | 429.2 | 406.328253848129 | 22.8717461518709 |
272 | 425.9 | 416.151861140539 | 9.7481388594613 |
273 | 460.7 | 449.171823409443 | 11.5281765905566 |
274 | 463.6 | 464.077941146939 | -0.477941146938542 |
275 | 541.4 | 537.939534967903 | 3.46046503209717 |
276 | 544.2 | 550.244375270585 | -6.04437527058543 |
277 | 517.5 | 521.491309174278 | -3.99130917427782 |
278 | 469.4 | 478.444133839933 | -9.04413383993278 |
279 | 439.4 | 448.626550016294 | -9.22655001629421 |
280 | 549 | 512.118081469005 | 36.8819185309949 |
281 | 533 | 528.591348624849 | 4.40865137515121 |
282 | 506.1 | 501.873766476675 | 4.2262335233247 |
283 | 484 | 488.71968787238 | -4.71968787238047 |
284 | 457 | 467.749960079249 | -10.7499600792487 |
285 | 481.5 | 478.092744630555 | 3.40725536944514 |
286 | 469.5 | 483.932539350217 | -14.4325393502170 |
287 | 544.7 | 542.952788595023 | 1.74721140497659 |
288 | 541.2 | 553.610767079978 | -12.4107670799785 |
289 | 521.5 | 518.456204853488 | 3.04379514651171 |
290 | 469.7 | 483.183059163985 | -13.4830591639849 |
291 | 434.4 | 448.992242710592 | -14.5922427105915 |
292 | 542.6 | 507.207246212997 | 35.3927537870029 |
293 | 517.3 | 522.597781975441 | -5.29778197544062 |
294 | 485.7 | 486.25492057890 | -0.554920578900392 |
295 | 465.8 | 468.854790085535 | -3.05479008553541 |
296 | 447 | 450.524066974276 | -3.52406697427588 |
297 | 426.6 | 469.284170434557 | -42.6841704345569 |
298 | 411.6 | 427.577032615550 | -15.9770326155495 |
299 | 467.5 | 486.690973755844 | -19.1909737558442 |
300 | 484.5 | 477.380719722344 | 7.11928027765589 |
301 | 451.2 | 465.054126793 | -13.8541267929999 |
302 | 417.4 | 414.082741154874 | 3.31725884512597 |
303 | 379.9 | 399.695183933091 | -19.7951839330914 |
304 | 484.7 | 454.314080417793 | 30.385919582207 |
305 | 455 | 466.307182103605 | -11.3071821036047 |
306 | 420.8 | 425.607432388331 | -4.80743238833111 |
307 | 416.5 | 405.804832970003 | 10.6951670299972 |
308 | 376.3 | 403.975838276126 | -27.6758382761262 |
309 | 405.6 | 399.233005585270 | 6.36699441472956 |
310 | 405.8 | 411.042591214943 | -5.24259121494325 |
311 | 500.8 | 482.476294016743 | 18.3237059832574 |
312 | 514 | 512.963353939087 | 1.03664606091324 |
313 | 475.5 | 493.848948575289 | -18.3489485752889 |
314 | 430.1 | 437.712812179029 | -7.61281217902896 |
315 | 414.4 | 411.568072036953 | 2.83192796304702 |
316 | 538 | 489.820378082254 | 48.1796219177461 |
317 | 526 | 519.905911081625 | 6.09408891837492 |
318 | 488.5 | 496.364090150757 | -7.86409015075674 |
319 | 520.2 | 471.836582215138 | 48.3634177848617 |
320 | 504.4 | 507.894200283252 | -3.49420028325183 |
321 | 568.5 | 526.078462551047 | 42.4215374489533 |
322 | 610.6 | 572.526326223155 | 38.0736737768453 |
323 | 818 | 685.275142532825 | 132.724857467175 |
324 | 830.9 | 830.295940108425 | 0.604059891574557 |
325 | 835.9 | 802.779197766103 | 33.1208022338968 |
326 | 782 | 792.157356437445 | -10.1573564374450 |
327 | 762.3 | 753.992864603357 | 8.30713539664307 |
328 | 856.9 | 828.673615232325 | 28.2263847676754 |
329 | 820.9 | 828.718527696189 | -7.81852769618883 |
330 | 769.6 | 782.164197471208 | -12.5641974712080 |
331 | 752.2 | 744.931622601999 | 7.26837739800122 |
332 | 724.4 | 730.633085699255 | -6.23308569925528 |
333 | 723.1 | 739.800998644789 | -16.7009986447892 |
334 | 719.5 | 718.71648245592 | 0.783517544079497 |
335 | 817.4 | 788.378164763678 | 29.0218352363224 |
336 | 803.3 | 822.171529582467 | -18.8715295824667 |
337 | 752.5 | 774.297837747957 | -21.7978377479571 |
338 | 689 | 707.26282494763 | -18.2628249476306 |
339 | 630.4 | 663.074075504451 | -32.6740755044511 |
340 | 765.5 | 697.763683588397 | 67.7363164116035 |
341 | 757.7 | 742.96321875101 | 14.7367812489907 |
342 | 732.2 | 722.986227359564 | 9.21377264043582 |
343 | 702.6 | 710.706188661909 | -8.10618866190924 |
344 | 683.3 | 681.792143203943 | 1.50785679605665 |
345 | 709.5 | 700.727379036111 | 8.7726209638891 |
346 | 702.2 | 707.790937755255 | -5.59093775525514 |
347 | 784.8 | 771.604154509607 | 13.1958454903928 |
348 | 810.9 | 789.662897977376 | 21.237102022624 |
349 | 755.6 | 784.931769112855 | -29.3317691128545 |
350 | 656.8 | 710.297718500219 | -53.4977185002188 |
351 | 615.1 | 629.515730969903 | -14.4157309699027 |
352 | 745.3 | 684.419796033001 | 60.8802039669993 |
353 | 694.1 | 723.278697799522 | -29.178697799522 |
354 | 675.7 | 658.266197699018 | 17.4338023009820 |
355 | 643.7 | 656.534581359111 | -12.8345813591109 |
356 | 622.1 | 624.599659155319 | -2.49965915531892 |
357 | 634.6 | 641.302243701262 | -6.70224370126176 |
358 | 588 | 634.203728399202 | -46.2037283992022 |
359 | 689.7 | 657.902525457233 | 31.7974745427668 |
360 | 673.9 | 698.764356778878 | -24.8643567788779 |
361 | 647.9 | 648.839331256009 | -0.9393312560091 |
362 | 568.8 | 607.862726478246 | -39.0627264782457 |
363 | 545.7 | 545.574679305242 | 0.125320694757749 |
364 | 632.6 | 618.513135235332 | 14.0868647646675 |
365 | 643.8 | 610.749988558227 | 33.0500114417726 |
366 | 593.1 | 614.11197106326 | -21.0119710632597 |
367 | 579.7 | 574.110247944615 | 5.58975205538467 |
368 | 546 | 563.951770853173 | -17.9517708531728 |
369 | 562.9 | 566.661558365719 | -3.76155836571914 |
370 | 572.5 | 565.035351397836 | 7.46464860216406 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
18 | 0.651112797883994 | 0.697774404232012 | 0.348887202116006 |
19 | 0.577072048288475 | 0.84585590342305 | 0.422927951711525 |
20 | 0.596153263536892 | 0.807693472926216 | 0.403846736463108 |
21 | 0.610521372738966 | 0.778957254522068 | 0.389478627261034 |
22 | 0.555251261637739 | 0.889497476724522 | 0.444748738362261 |
23 | 0.456629760557892 | 0.913259521115784 | 0.543370239442108 |
24 | 0.447011947335094 | 0.894023894670188 | 0.552988052664906 |
25 | 0.700038967058027 | 0.599922065883946 | 0.299961032941973 |
26 | 0.83136945249675 | 0.337261095006501 | 0.168630547503250 |
27 | 0.811540779117253 | 0.376918441765495 | 0.188459220882747 |
28 | 0.761092189075127 | 0.477815621849745 | 0.238907810924873 |
29 | 0.75894812262741 | 0.48210375474518 | 0.24105187737259 |
30 | 0.714129298579615 | 0.571741402840769 | 0.285870701420385 |
31 | 0.740126483543806 | 0.519747032912389 | 0.259873516456194 |
32 | 0.708256524298852 | 0.583486951402295 | 0.291743475701148 |
33 | 0.76514465004232 | 0.469710699915358 | 0.234855349957679 |
34 | 0.71101007807126 | 0.577979843857479 | 0.288989921928739 |
35 | 0.797794091388872 | 0.404411817222255 | 0.202205908611128 |
36 | 0.769737169442672 | 0.460525661114655 | 0.230262830557327 |
37 | 0.771538560353949 | 0.456922879292102 | 0.228461439646051 |
38 | 0.734463774845878 | 0.531072450308243 | 0.265536225154122 |
39 | 0.702425927208923 | 0.595148145582153 | 0.297574072791077 |
40 | 0.669908693103437 | 0.660182613793127 | 0.330091306896563 |
41 | 0.619839104148718 | 0.760321791702563 | 0.380160895851282 |
42 | 0.616932563169152 | 0.766134873661695 | 0.383067436830848 |
43 | 0.634751510017135 | 0.73049697996573 | 0.365248489982865 |
44 | 0.583904987674289 | 0.832190024651422 | 0.416095012325711 |
45 | 0.543207740146041 | 0.913584519707918 | 0.456792259853959 |
46 | 0.545472397720082 | 0.909055204559835 | 0.454527602279918 |
47 | 0.505387670393285 | 0.98922465921343 | 0.494612329606715 |
48 | 0.452840368180794 | 0.905680736361588 | 0.547159631819206 |
49 | 0.403135072821854 | 0.806270145643707 | 0.596864927178146 |
50 | 0.402528421926868 | 0.805056843853735 | 0.597471578073132 |
51 | 0.368095616187251 | 0.736191232374501 | 0.631904383812749 |
52 | 0.355358446523523 | 0.710716893047046 | 0.644641553476477 |
53 | 0.326431862626249 | 0.652863725252498 | 0.673568137373751 |
54 | 0.324876569741048 | 0.649753139482096 | 0.675123430258952 |
55 | 0.284324029737678 | 0.568648059475357 | 0.715675970262322 |
56 | 0.245533354556347 | 0.491066709112694 | 0.754466645443653 |
57 | 0.210280917748453 | 0.420561835496907 | 0.789719082251547 |
58 | 0.178616501330806 | 0.357233002661612 | 0.821383498669194 |
59 | 0.15166629519606 | 0.30333259039212 | 0.84833370480394 |
60 | 0.159385028611642 | 0.318770057223284 | 0.840614971388358 |
61 | 0.155622844926482 | 0.311245689852964 | 0.844377155073518 |
62 | 0.162489455951130 | 0.324978911902260 | 0.83751054404887 |
63 | 0.138420611521443 | 0.276841223042887 | 0.861579388478557 |
64 | 0.141577313892239 | 0.283154627784478 | 0.85842268610776 |
65 | 0.122402089843836 | 0.244804179687672 | 0.877597910156164 |
66 | 0.113186166326013 | 0.226372332652027 | 0.886813833673986 |
67 | 0.116457269936254 | 0.232914539872508 | 0.883542730063746 |
68 | 0.101181063263274 | 0.202362126526547 | 0.898818936736726 |
69 | 0.110894863496316 | 0.221789726992632 | 0.889105136503684 |
70 | 0.12099240170515 | 0.2419848034103 | 0.87900759829485 |
71 | 0.213716139873181 | 0.427432279746362 | 0.786283860126819 |
72 | 0.204390550048981 | 0.408781100097962 | 0.795609449951019 |
73 | 0.202084013151904 | 0.404168026303808 | 0.797915986848096 |
74 | 0.179314243510386 | 0.358628487020773 | 0.820685756489614 |
75 | 0.153992464102373 | 0.307984928204746 | 0.846007535897627 |
76 | 0.205999728132901 | 0.411999456265802 | 0.794000271867099 |
77 | 0.197980500076451 | 0.395961000152903 | 0.802019499923549 |
78 | 0.181038016048803 | 0.362076032097605 | 0.818961983951197 |
79 | 0.159162527719446 | 0.318325055438892 | 0.840837472280554 |
80 | 0.186432601606796 | 0.372865203213593 | 0.813567398393203 |
81 | 0.168353979968338 | 0.336707959936676 | 0.831646020031662 |
82 | 0.153488099187486 | 0.306976198374972 | 0.846511900812514 |
83 | 0.132141823106919 | 0.264283646213839 | 0.867858176893081 |
84 | 0.126156652283600 | 0.252313304567200 | 0.8738433477164 |
85 | 0.107619949679256 | 0.215239899358512 | 0.892380050320744 |
86 | 0.104175407849771 | 0.208350815699542 | 0.895824592150229 |
87 | 0.121383079378298 | 0.242766158756596 | 0.878616920621702 |
88 | 0.133735186779398 | 0.267470373558796 | 0.866264813220602 |
89 | 0.129310692561519 | 0.258621385123039 | 0.870689307438481 |
90 | 0.135423984601955 | 0.27084796920391 | 0.864576015398045 |
91 | 0.122675745983021 | 0.245351491966042 | 0.87732425401698 |
92 | 0.116754313802914 | 0.233508627605828 | 0.883245686197086 |
93 | 0.099470958830727 | 0.198941917661454 | 0.900529041169273 |
94 | 0.0842626316084208 | 0.168525263216842 | 0.91573736839158 |
95 | 0.0869997080298308 | 0.173999416059662 | 0.913000291970169 |
96 | 0.0732786989925479 | 0.146557397985096 | 0.926721301007452 |
97 | 0.076845881659512 | 0.153691763319024 | 0.923154118340488 |
98 | 0.0717268570102487 | 0.143453714020497 | 0.928273142989751 |
99 | 0.0893380927454042 | 0.178676185490808 | 0.910661907254596 |
100 | 0.094754836967179 | 0.189509673934358 | 0.905245163032821 |
101 | 0.0912131686104163 | 0.182426337220833 | 0.908786831389584 |
102 | 0.0861669688771697 | 0.172333937754339 | 0.91383303112283 |
103 | 0.0729172859739098 | 0.145834571947820 | 0.92708271402609 |
104 | 0.0617697486657145 | 0.123539497331429 | 0.938230251334286 |
105 | 0.071936806643474 | 0.143873613286948 | 0.928063193356526 |
106 | 0.0613075902496265 | 0.122615180499253 | 0.938692409750373 |
107 | 0.0558954577317057 | 0.111790915463411 | 0.944104542268294 |
108 | 0.0524551544078373 | 0.104910308815675 | 0.947544845592163 |
109 | 0.0436647574884626 | 0.0873295149769252 | 0.956335242511537 |
110 | 0.0392827698265657 | 0.0785655396531314 | 0.960717230173434 |
111 | 0.0368194537618685 | 0.073638907523737 | 0.963180546238132 |
112 | 0.0404362111543972 | 0.0808724223087945 | 0.959563788845603 |
113 | 0.0445458494401778 | 0.0890916988803556 | 0.955454150559822 |
114 | 0.0376000030920213 | 0.0752000061840426 | 0.962399996907979 |
115 | 0.0329973788687711 | 0.0659947577375422 | 0.96700262113123 |
116 | 0.0290227629182425 | 0.0580455258364849 | 0.970977237081758 |
117 | 0.0466749722273311 | 0.0933499444546623 | 0.953325027772669 |
118 | 0.0401874203836965 | 0.080374840767393 | 0.959812579616304 |
119 | 0.0663511559675264 | 0.132702311935053 | 0.933648844032474 |
120 | 0.120778945647908 | 0.241557891295817 | 0.879221054352092 |
121 | 0.113996787172586 | 0.227993574345172 | 0.886003212827414 |
122 | 0.118716759191971 | 0.237433518383942 | 0.881283240808029 |
123 | 0.105814277034569 | 0.211628554069138 | 0.89418572296543 |
124 | 0.117185501071429 | 0.234371002142858 | 0.88281449892857 |
125 | 0.111451807234617 | 0.222903614469235 | 0.888548192765383 |
126 | 0.101637959276350 | 0.203275918552700 | 0.89836204072365 |
127 | 0.121803122718307 | 0.243606245436614 | 0.878196877281693 |
128 | 0.107868715297789 | 0.215737430595578 | 0.892131284702211 |
129 | 0.100517754726693 | 0.201035509453387 | 0.899482245273307 |
130 | 0.121338757117366 | 0.242677514234732 | 0.878661242882634 |
131 | 0.112498995319138 | 0.224997990638275 | 0.887501004680862 |
132 | 0.098288695660319 | 0.196577391320638 | 0.901711304339681 |
133 | 0.0910550633022034 | 0.182110126604407 | 0.908944936697797 |
134 | 0.116781810409455 | 0.23356362081891 | 0.883218189590545 |
135 | 0.105008574114744 | 0.210017148229489 | 0.894991425885255 |
136 | 0.122856600856724 | 0.245713201713449 | 0.877143399143276 |
137 | 0.117728330335923 | 0.235456660671845 | 0.882271669664077 |
138 | 0.105319290297508 | 0.210638580595015 | 0.894680709702492 |
139 | 0.0917170408058283 | 0.183434081611657 | 0.908282959194172 |
140 | 0.0922454806758698 | 0.184490961351740 | 0.90775451932413 |
141 | 0.0851237248341234 | 0.170247449668247 | 0.914876275165877 |
142 | 0.084361510610791 | 0.168723021221582 | 0.915638489389209 |
143 | 0.0743929455916116 | 0.148785891183223 | 0.925607054408388 |
144 | 0.086461486686124 | 0.172922973372248 | 0.913538513313876 |
145 | 0.200475508799667 | 0.400951017599334 | 0.799524491200333 |
146 | 0.235867276598726 | 0.471734553197452 | 0.764132723401274 |
147 | 0.212611464439280 | 0.425222928878561 | 0.78738853556072 |
148 | 0.268467377399273 | 0.536934754798545 | 0.731532622600727 |
149 | 0.283040882049573 | 0.566081764099146 | 0.716959117950427 |
150 | 0.276836169066435 | 0.553672338132871 | 0.723163830933565 |
151 | 0.285739238685729 | 0.571478477371458 | 0.71426076131427 |
152 | 0.374524213640814 | 0.749048427281628 | 0.625475786359186 |
153 | 0.36249147169564 | 0.72498294339128 | 0.63750852830436 |
154 | 0.475947547772824 | 0.951895095545648 | 0.524052452227176 |
155 | 0.451687598599465 | 0.903375197198929 | 0.548312401400535 |
156 | 0.465296670910528 | 0.930593341821056 | 0.534703329089472 |
157 | 0.442321827394199 | 0.884643654788399 | 0.557678172605801 |
158 | 0.424303088795519 | 0.848606177591038 | 0.575696911204481 |
159 | 0.398608911899464 | 0.797217823798929 | 0.601391088100536 |
160 | 0.42441488671583 | 0.84882977343166 | 0.57558511328417 |
161 | 0.430421479188806 | 0.860842958377613 | 0.569578520811194 |
162 | 0.410347005871691 | 0.820694011743382 | 0.589652994128309 |
163 | 0.396754567469849 | 0.793509134939699 | 0.603245432530151 |
164 | 0.369300302459391 | 0.738600604918783 | 0.630699697540609 |
165 | 0.352385946441722 | 0.704771892883444 | 0.647614053558278 |
166 | 0.336366291192018 | 0.672732582384036 | 0.663633708807982 |
167 | 0.318838998714095 | 0.63767799742819 | 0.681161001285905 |
168 | 0.312195606095933 | 0.624391212191865 | 0.687804393904067 |
169 | 0.29577201352767 | 0.59154402705534 | 0.70422798647233 |
170 | 0.276813802902261 | 0.553627605804523 | 0.723186197097739 |
171 | 0.316137308944365 | 0.632274617888731 | 0.683862691055634 |
172 | 0.462778751364608 | 0.925557502729215 | 0.537221248635392 |
173 | 0.457530472037759 | 0.915060944075518 | 0.542469527962241 |
174 | 0.525188598935452 | 0.949622802129095 | 0.474811401064548 |
175 | 0.540113255707618 | 0.919773488584764 | 0.459886744292382 |
176 | 0.510086443807413 | 0.979827112385175 | 0.489913556192587 |
177 | 0.543185628478645 | 0.91362874304271 | 0.456814371521355 |
178 | 0.520802432748643 | 0.958395134502715 | 0.479197567251357 |
179 | 0.5071209925104 | 0.9857580149792 | 0.4928790074896 |
180 | 0.497373161551305 | 0.99474632310261 | 0.502626838448695 |
181 | 0.499601930580715 | 0.99920386116143 | 0.500398069419285 |
182 | 0.47319060559878 | 0.94638121119756 | 0.52680939440122 |
183 | 0.477061105549415 | 0.95412221109883 | 0.522938894450585 |
184 | 0.522427192589389 | 0.955145614821222 | 0.477572807410611 |
185 | 0.529844218992564 | 0.940311562014873 | 0.470155781007436 |
186 | 0.499478270687975 | 0.99895654137595 | 0.500521729312025 |
187 | 0.473376543517317 | 0.946753087034634 | 0.526623456482683 |
188 | 0.453497288756229 | 0.906994577512458 | 0.546502711243771 |
189 | 0.476989449659245 | 0.95397889931849 | 0.523010550340755 |
190 | 0.461063851296520 | 0.922127702593041 | 0.538936148703480 |
191 | 0.431657408208537 | 0.863314816417075 | 0.568342591791463 |
192 | 0.412238090980154 | 0.824476181960308 | 0.587761909019846 |
193 | 0.388464425266437 | 0.776928850532873 | 0.611535574733563 |
194 | 0.365662292422967 | 0.731324584845935 | 0.634337707577033 |
195 | 0.344577520982978 | 0.689155041965956 | 0.655422479017022 |
196 | 0.408597265290583 | 0.817194530581166 | 0.591402734709417 |
197 | 0.597141906688431 | 0.805716186623137 | 0.402858093311569 |
198 | 0.620037327281855 | 0.759925345436289 | 0.379962672718145 |
199 | 0.602101106009102 | 0.795797787981797 | 0.397898893990898 |
200 | 0.585060685950364 | 0.829878628099271 | 0.414939314049636 |
201 | 0.566141283880873 | 0.867717432238254 | 0.433858716119127 |
202 | 0.550546937242182 | 0.898906125515636 | 0.449453062757818 |
203 | 0.551632236247148 | 0.896735527505705 | 0.448367763752852 |
204 | 0.549965636115895 | 0.900068727768211 | 0.450034363884105 |
205 | 0.562356805716635 | 0.87528638856673 | 0.437643194283365 |
206 | 0.582898874195508 | 0.834202251608984 | 0.417101125804492 |
207 | 0.559177712091066 | 0.881644575817867 | 0.440822287908934 |
208 | 0.591624849317197 | 0.816750301365605 | 0.408375150682803 |
209 | 0.654727254645899 | 0.690545490708203 | 0.345272745354101 |
210 | 0.636139937307111 | 0.727720125385778 | 0.363860062692889 |
211 | 0.625535367095404 | 0.748929265809193 | 0.374464632904596 |
212 | 0.599720140418002 | 0.800559719163995 | 0.400279859581998 |
213 | 0.574693118668364 | 0.850613762663272 | 0.425306881331636 |
214 | 0.555388286000713 | 0.889223427998573 | 0.444611713999287 |
215 | 0.588185994077842 | 0.823628011844315 | 0.411814005922158 |
216 | 0.581598385886716 | 0.836803228226568 | 0.418401614113284 |
217 | 0.565652307047757 | 0.868695385904485 | 0.434347692952243 |
218 | 0.550640554895366 | 0.898718890209267 | 0.449359445104634 |
219 | 0.569440950345852 | 0.861118099308297 | 0.430559049654148 |
220 | 0.621405115863644 | 0.757189768272712 | 0.378594884136356 |
221 | 0.649579366404818 | 0.700841267190364 | 0.350420633595182 |
222 | 0.631791054674573 | 0.736417890650854 | 0.368208945325427 |
223 | 0.63001477938952 | 0.73997044122096 | 0.36998522061048 |
224 | 0.614909990694259 | 0.770180018611481 | 0.385090009305741 |
225 | 0.595053067819428 | 0.809893864361144 | 0.404946932180572 |
226 | 0.573231378983573 | 0.853537242032854 | 0.426768621016427 |
227 | 0.620724823031955 | 0.75855035393609 | 0.379275176968045 |
228 | 0.591372098935995 | 0.81725580212801 | 0.408627901064005 |
229 | 0.561713691668053 | 0.876572616663895 | 0.438286308331947 |
230 | 0.545526784464017 | 0.908946431071967 | 0.454473215535983 |
231 | 0.51568170645451 | 0.968636587090979 | 0.484318293545489 |
232 | 0.59604514769786 | 0.807909704604279 | 0.403954852302140 |
233 | 0.587543305102759 | 0.824913389794483 | 0.412456694897241 |
234 | 0.557653312183428 | 0.884693375633144 | 0.442346687816572 |
235 | 0.53201635903483 | 0.93596728193034 | 0.46798364096517 |
236 | 0.533001744865922 | 0.933996510268156 | 0.466998255134078 |
237 | 0.557183475287626 | 0.885633049424748 | 0.442816524712374 |
238 | 0.543722251210395 | 0.91255549757921 | 0.456277748789605 |
239 | 0.665979229466792 | 0.668041541066416 | 0.334020770533208 |
240 | 0.657887061585653 | 0.684225876828693 | 0.342112938414347 |
241 | 0.645054461552067 | 0.709891076895865 | 0.354945538447932 |
242 | 0.61887835381401 | 0.76224329237198 | 0.38112164618599 |
243 | 0.589593150958546 | 0.820813698082907 | 0.410406849041454 |
244 | 0.68988335595227 | 0.620233288095461 | 0.310116644047730 |
245 | 0.697597174065838 | 0.604805651868325 | 0.302402825934163 |
246 | 0.676760987354511 | 0.646478025290979 | 0.323239012645489 |
247 | 0.650131739784011 | 0.699736520431978 | 0.349868260215989 |
248 | 0.623041110199646 | 0.753917779600709 | 0.376958889800354 |
249 | 0.61261382308004 | 0.774772353839919 | 0.387386176919960 |
250 | 0.59986751493479 | 0.800264970130421 | 0.400132485065210 |
251 | 0.705344351155666 | 0.589311297688667 | 0.294655648844334 |
252 | 0.676300875338582 | 0.647398249322837 | 0.323699124661418 |
253 | 0.645892604016001 | 0.708214791967997 | 0.354107395983999 |
254 | 0.643645607268952 | 0.712708785462095 | 0.356354392731048 |
255 | 0.615940035790002 | 0.768119928419997 | 0.384059964209998 |
256 | 0.643796608680562 | 0.712406782638876 | 0.356203391319438 |
257 | 0.61340600275708 | 0.773187994485839 | 0.386593997242920 |
258 | 0.581266202190689 | 0.837467595618622 | 0.418733797809311 |
259 | 0.570775715749357 | 0.858448568501285 | 0.429224284250643 |
260 | 0.536991330028800 | 0.926017339942401 | 0.463008669971200 |
261 | 0.61499153728701 | 0.77001692542598 | 0.38500846271299 |
262 | 0.586163976230254 | 0.827672047539493 | 0.413836023769746 |
263 | 0.596178784789803 | 0.807642430420394 | 0.403821215210197 |
264 | 0.617404880494391 | 0.765190239011218 | 0.382595119505609 |
265 | 0.590610316707684 | 0.818779366584633 | 0.409389683292316 |
266 | 0.603472299232055 | 0.79305540153589 | 0.396527700767945 |
267 | 0.569651635304769 | 0.860696729390461 | 0.430348364695231 |
268 | 0.630933578889002 | 0.738132842221996 | 0.369066421110998 |
269 | 0.597633230072154 | 0.804733539855691 | 0.402366769927846 |
270 | 0.563062522248018 | 0.873874955503964 | 0.436937477751982 |
271 | 0.555556846519825 | 0.88888630696035 | 0.444443153480175 |
272 | 0.534651088478602 | 0.930697823042796 | 0.465348911521398 |
273 | 0.507930218597344 | 0.98413956280531 | 0.492069781402656 |
274 | 0.472540735436121 | 0.945081470872243 | 0.527459264563878 |
275 | 0.477625460644162 | 0.955250921288323 | 0.522374539355838 |
276 | 0.44194148761878 | 0.88388297523756 | 0.55805851238122 |
277 | 0.40687590529145 | 0.8137518105829 | 0.59312409470855 |
278 | 0.379321710563971 | 0.758643421127943 | 0.620678289436029 |
279 | 0.346374604810401 | 0.692749209620803 | 0.653625395189599 |
280 | 0.357382704981637 | 0.714765409963274 | 0.642617295018363 |
281 | 0.325289881708373 | 0.650579763416747 | 0.674710118291627 |
282 | 0.295075863059553 | 0.590151726119107 | 0.704924136940447 |
283 | 0.270185128572510 | 0.540370257145021 | 0.72981487142749 |
284 | 0.241826661437082 | 0.483653322874164 | 0.758173338562918 |
285 | 0.214939675562352 | 0.429879351124703 | 0.785060324437648 |
286 | 0.195064047229325 | 0.39012809445865 | 0.804935952770675 |
287 | 0.207186988461565 | 0.414373976923131 | 0.792813011538435 |
288 | 0.184463394909993 | 0.368926789819986 | 0.815536605090007 |
289 | 0.164226257812854 | 0.328452515625708 | 0.835773742187146 |
290 | 0.144767821899296 | 0.289535643798592 | 0.855232178100704 |
291 | 0.127257567297628 | 0.254515134595255 | 0.872742432702373 |
292 | 0.128560254480227 | 0.257120508960454 | 0.871439745519773 |
293 | 0.110593202386470 | 0.221186404772941 | 0.88940679761353 |
294 | 0.0932984355514526 | 0.186596871102905 | 0.906701564448547 |
295 | 0.0816362947033425 | 0.163272589406685 | 0.918363705296658 |
296 | 0.0681758047070684 | 0.136351609414137 | 0.931824195292932 |
297 | 0.117544741269624 | 0.235089482539249 | 0.882455258730376 |
298 | 0.105092789820350 | 0.210185579640700 | 0.89490721017965 |
299 | 0.232585033391782 | 0.465170066783563 | 0.767414966608218 |
300 | 0.206397125344976 | 0.412794250689953 | 0.793602874655024 |
301 | 0.186941295715121 | 0.373882591430242 | 0.813058704284879 |
302 | 0.178589746134142 | 0.357179492268285 | 0.821410253865858 |
303 | 0.172492178166481 | 0.344984356332962 | 0.82750782183352 |
304 | 0.176602345682547 | 0.353204691365094 | 0.823397654317453 |
305 | 0.168732413716818 | 0.337464827433636 | 0.831267586283182 |
306 | 0.147304531507268 | 0.294609063014536 | 0.852695468492732 |
307 | 0.127617560005893 | 0.255235120011787 | 0.872382439994107 |
308 | 0.148016303332752 | 0.296032606665504 | 0.851983696667248 |
309 | 0.129446146004993 | 0.258892292009986 | 0.870553853995007 |
310 | 0.120132657340921 | 0.240265314681841 | 0.87986734265908 |
311 | 0.193385239202037 | 0.386770478404073 | 0.806614760797963 |
312 | 0.173939486221512 | 0.347878972443023 | 0.826060513778488 |
313 | 0.215238260746106 | 0.430476521492211 | 0.784761739253894 |
314 | 0.187256297686584 | 0.374512595373168 | 0.812743702313416 |
315 | 0.172856955224943 | 0.345713910449886 | 0.827143044775057 |
316 | 0.208402274674812 | 0.416804549349624 | 0.791597725325188 |
317 | 0.245503912464454 | 0.491007824928908 | 0.754496087535546 |
318 | 0.423727181279468 | 0.847454362558936 | 0.576272818720532 |
319 | 0.422556753520433 | 0.845113507040867 | 0.577443246479567 |
320 | 0.679069168561244 | 0.641861662877512 | 0.320930831438756 |
321 | 0.792387031770733 | 0.415225936458533 | 0.207612968229267 |
322 | 0.906192032313441 | 0.187615935373117 | 0.0938079676865586 |
323 | 0.965890385576652 | 0.0682192288466967 | 0.0341096144233483 |
324 | 0.95425179260338 | 0.0914964147932418 | 0.0457482073966209 |
325 | 0.96288082111469 | 0.0742383577706223 | 0.0371191788853112 |
326 | 0.975539279882473 | 0.0489214402350541 | 0.0244607201175271 |
327 | 0.98731717645563 | 0.02536564708874 | 0.01268282354437 |
328 | 0.981910615572212 | 0.036178768855575 | 0.0180893844277875 |
329 | 0.979177313803417 | 0.0416453723931665 | 0.0208226861965833 |
330 | 0.980820511873977 | 0.0383589762520465 | 0.0191794881260232 |
331 | 0.971939956661857 | 0.0561200866762865 | 0.0280600433381433 |
332 | 0.959530328199222 | 0.0809393436015553 | 0.0404696718007777 |
333 | 0.961899908287458 | 0.076200183425085 | 0.0381000917125425 |
334 | 0.947065632386693 | 0.105868735226614 | 0.052934367613307 |
335 | 0.930969844856798 | 0.138060310286404 | 0.0690301551432019 |
336 | 0.92535261591427 | 0.149294768171459 | 0.0746473840857294 |
337 | 0.941015964186114 | 0.117968071627772 | 0.0589840358138858 |
338 | 0.916393918922057 | 0.167212162155886 | 0.0836060810779428 |
339 | 0.924878838881585 | 0.150242322236829 | 0.0751211611184146 |
340 | 0.907901144831702 | 0.184197710336595 | 0.0920988551682976 |
341 | 0.872429353544042 | 0.255141292911916 | 0.127570646455958 |
342 | 0.824486961862025 | 0.35102607627595 | 0.175513038137975 |
343 | 0.76925863752591 | 0.46148272494818 | 0.23074136247409 |
344 | 0.696324651768779 | 0.607350696462442 | 0.303675348231221 |
345 | 0.619709634306344 | 0.760580731387312 | 0.380290365693656 |
346 | 0.577359093780783 | 0.845281812438433 | 0.422640906219217 |
347 | 0.503846201912161 | 0.992307596175677 | 0.496153798087839 |
348 | 0.618469725744793 | 0.763060548510413 | 0.381530274255207 |
349 | 0.637337822231761 | 0.725324355536478 | 0.362662177768239 |
350 | 0.525793317224129 | 0.948413365551742 | 0.474206682775871 |
351 | 0.385063425561864 | 0.770126851123728 | 0.614936574438136 |
352 | 0.504337606566757 | 0.991324786866486 | 0.495662393433243 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 0 | 0 | OK |
5% type I error level | 5 | 0.0149253731343284 | OK |
10% type I error level | 21 | 0.0626865671641791 | OK |