Multiple Linear Regression - Estimated Regression Equation |
4[t] = + 152095.676365724 + 21.9400400760926`1`[t] + 1042.23193118869`2`[t] + 1.61363572897471`3`[t] + 40.6339512691328t + 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) | 152095.676365724 | 47680.553062 | 3.1899 | 0.001528 | 0.000764 |
`1` | 21.9400400760926 | 2.167502 | 10.1223 | 0 | 0 |
`2` | 1042.23193118869 | 362.254388 | 2.8771 | 0.004216 | 0.002108 |
`3` | 1.61363572897471 | 0.43129 | 3.7414 | 0.000208 | 0.000104 |
t | 40.6339512691328 | 115.053324 | 0.3532 | 0.724132 | 0.362066 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.809773238876726 |
R-squared | 0.655732698400904 |
Adjusted R-squared | 0.652500141578377 |
F-TEST (value) | 202.852644022001 |
F-TEST (DF numerator) | 4 |
F-TEST (DF denominator) | 426 |
p-value | 0 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 253782.350973785 |
Sum Squared Residuals | 27436735189622.9 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 6282154 | 4903597.4526832 | 1378556.54731679 |
2 | 4321023 | 1400463.86823391 | 2920559.13176609 |
3 | 4111912 | 2749673.40893864 | 1362238.59106136 |
4 | 223193 | 2415522.77028405 | -2192329.77028405 |
5 | 1491348 | 1884682.64171324 | -393334.641713235 |
6 | 1629616 | 1516512.2406122 | 113103.7593878 |
7 | 1398893 | 1533636.82181749 | -134743.821817486 |
8 | 1926517 | 1801010.36549231 | 125506.634507692 |
9 | 983660 | 1314858.58581223 | -331198.585812226 |
10 | 1443586 | 721184.920528276 | 722401.079471724 |
11 | 1073089 | 1223867.80454560 | -150778.804545604 |
12 | 984885 | 635400.135216117 | 349484.864783883 |
13 | 1405225 | 954689.631523564 | 450535.368476436 |
14 | 227132 | 1358990.98344320 | -1131858.98344320 |
15 | 929118 | 1142744.62745327 | -213626.627453267 |
16 | 1071292 | 606889.189603007 | 464402.810396993 |
17 | 638830 | 880374.423999196 | -241544.423999196 |
18 | 856956 | 1095100.69726759 | -238144.697267585 |
19 | 992426 | 1282760.65603532 | -290334.656035322 |
20 | 444477 | 1030825.52201659 | -586348.52201659 |
21 | 857217 | 646855.926751218 | 210361.073248782 |
22 | 711969 | 841510.002390345 | -129541.002390345 |
23 | 702380 | 819887.287871664 | -117507.287871664 |
24 | 358589 | 998306.84071376 | -639717.84071376 |
25 | 297978 | 612672.671302894 | -314694.671302894 |
26 | 585715 | 661707.619075664 | -75992.6190756644 |
27 | 657954 | 1127125.02260573 | -469171.022605734 |
28 | 209458 | 540993.434141592 | -331535.434141592 |
29 | 786690 | 428599.644114564 | 358090.355885436 |
30 | 439798 | 694923.587615469 | -255125.587615469 |
31 | 688779 | 395015.457855493 | 293763.542144507 |
32 | 574339 | 656889.259757576 | -82550.2597575761 |
33 | 741409 | 478365.744580076 | 263043.255419924 |
34 | 597793 | 461197.01628712 | 136595.98371288 |
35 | 644190 | 701517.027163135 | -57327.0271631345 |
36 | 377934 | 945816.372323247 | -567882.372323247 |
37 | 640273 | 600230.101301846 | 40042.8986981541 |
38 | 697458 | 535587.280742965 | 161870.719257035 |
39 | 550608 | 601533.678365153 | -50925.6783651527 |
40 | 207393 | 508302.026186927 | -300909.026186927 |
41 | 301607 | 761828.71870928 | -460221.71870928 |
42 | 345783 | 668772.699017585 | -322989.699017585 |
43 | 501749 | 497257.040861256 | 4491.95913874427 |
44 | 379983 | 585940.586317959 | -205957.586317959 |
45 | 387475 | 407707.188341512 | -20232.1883415122 |
46 | 377305 | 425212.652368321 | -47907.6523683205 |
47 | 370837 | 652163.620894535 | -281326.620894535 |
48 | 430866 | 694709.264230234 | -263843.264230234 |
49 | 469107 | 518798.796476382 | -49691.7964763819 |
50 | 194493 | 370256.545242567 | -175763.545242567 |
51 | 530670 | 491723.748815677 | 38946.2511843231 |
52 | 518365 | 604455.287990068 | -86090.2879900684 |
53 | 491303 | 719951.186101266 | -228648.186101266 |
54 | 527021 | 480769.8885932 | 46251.1114068 |
55 | 233773 | 628049.954758748 | -394276.954758748 |
56 | 405972 | 385921.41658087 | 20050.5834191302 |
57 | 652925 | 324143.032334268 | 328781.967665732 |
58 | 446211 | 462825.427699557 | -16614.4276995569 |
59 | 341340 | 396378.86451897 | -55038.86451897 |
60 | 387699 | 588820.603173866 | -201121.603173866 |
61 | 493408 | 473741.242665119 | 19666.7573348813 |
62 | 146494 | 318834.973364846 | -172340.973364846 |
63 | 414462 | 401971.113154993 | 12490.8868450067 |
64 | 364304 | 533840.675924554 | -169536.675924554 |
65 | 355178 | 364938.954502855 | -9760.954502855 |
66 | 357760 | 853714.002633348 | -495954.002633348 |
67 | 261216 | 320126.109515143 | -58910.1095151434 |
68 | 397144 | 407806.033111373 | -10662.0331113728 |
69 | 374943 | 473798.429288673 | -98855.4292886726 |
70 | 424898 | 493877.409761277 | -68979.409761277 |
71 | 202055 | 316958.138038659 | -114903.138038659 |
72 | 378525 | 369931.924615233 | 8593.07538476676 |
73 | 310768 | 395409.724640325 | -84641.7246403252 |
74 | 325738 | 304574.567114253 | 21163.4328857469 |
75 | 394510 | 425741.31661785 | -31231.3166178498 |
76 | 247060 | 340007.912210459 | -92947.912210459 |
77 | 368078 | 392846.282517894 | -24768.2825178944 |
78 | 236761 | 303934.35674949 | -67173.3567494899 |
79 | 312378 | 349676.276148424 | -37298.2761484241 |
80 | 339836 | 373705.104001905 | -33869.1040019053 |
81 | 347385 | 314291.741752339 | 33093.2582476608 |
82 | 426280 | 472267.137152351 | -45987.1371523511 |
83 | 352850 | 433329.99404829 | -80479.9940482904 |
84 | 301881 | 252941.915622723 | 48939.0843772765 |
85 | 377516 | 348220.952049469 | 29295.0479505308 |
86 | 357312 | 455003.021202426 | -97691.0212024257 |
87 | 458343 | 485409.637370852 | -27066.6373708522 |
88 | 354228 | 348821.671208161 | 5406.32879183859 |
89 | 308636 | 420695.997753609 | -112059.997753609 |
90 | 386212 | 349545.166150623 | 36666.8338493766 |
91 | 393343 | 391400.243185532 | 1942.75681446834 |
92 | 378509 | 395999.698153619 | -17490.6981536192 |
93 | 452469 | 378793.252358710 | 73675.7476412904 |
94 | 364839 | 534260.785970788 | -169421.785970788 |
95 | 358649 | 302771.518482378 | 55877.481517622 |
96 | 376641 | 351507.027819224 | 25133.9721807765 |
97 | 429112 | 353717.717115723 | 75394.2828842775 |
98 | 330546 | 323281.532746206 | 7264.46725379399 |
99 | 403560 | 442173.660757823 | -38613.6607578234 |
100 | 317892 | 314034.256009829 | 3857.74399017141 |
101 | 307528 | 338995.555721890 | -31467.5557218896 |
102 | 235133 | 343523.182248947 | -108390.182248947 |
103 | 299243 | 462499.494701398 | -163256.494701398 |
104 | 314073 | 360865.739994945 | -46792.7399949446 |
105 | 368186 | 333385.962928205 | 34800.0370717951 |
106 | 269661 | 318468.257502648 | -48807.2575026483 |
107 | 125390 | 373048.689071752 | -247658.689071752 |
108 | 510834 | 375986.037466753 | 134847.962533247 |
109 | 321896 | 494365.15374589 | -172469.153745890 |
110 | 249898 | 337519.388027734 | -87621.3880277341 |
111 | 408881 | 309699.822744784 | 99181.1772552157 |
112 | 158492 | 343938.265355447 | -185446.265355447 |
113 | 292154 | 454071.649719611 | -161917.649719611 |
114 | 289513 | 342308.55463696 | -52795.5546369599 |
115 | 378049 | 286329.151502414 | 91719.8484975862 |
116 | 343466 | 317214.176766845 | 26251.8232331548 |
117 | 332743 | 311150.500829872 | 21592.4991701283 |
118 | 442882 | 366684.16440593 | 76197.8355940699 |
119 | 214215 | 341982.395616665 | -127767.395616665 |
120 | 315688 | 296076.986645120 | 19611.0133548796 |
121 | 375195 | 662999.949731103 | -287804.949731103 |
122 | 334280 | 296870.930502709 | 37409.0694972911 |
123 | 355864 | 458826.464917384 | -102962.464917384 |
124 | 480382 | 393178.701904964 | 87203.2980950364 |
125 | 353058 | 334498.109253079 | 18559.8907469210 |
126 | 217193 | 375822.605253234 | -158629.605253234 |
127 | 315380 | 255236.149640248 | 60143.850359752 |
128 | 314533 | 267879.262078772 | 46653.737921228 |
129 | 318056 | 284053.473367043 | 34002.5266329573 |
130 | 315380 | 255358.051494055 | 60021.9485059446 |
131 | 314353 | 263295.043110625 | 51057.9568893752 |
132 | 369448 | 307475.589704485 | 61972.4102955152 |
133 | 315380 | 255479.953347863 | 59900.0466521372 |
134 | 312846 | 277578.124812917 | 35267.8751870834 |
135 | 312075 | 273881.474824236 | 38193.5251757644 |
136 | 315009 | 266356.903908741 | 48652.0960912593 |
137 | 318903 | 268950.981112596 | 49952.0188874037 |
138 | 314887 | 256835.055235778 | 58051.9447642224 |
139 | 314913 | 279572.900728487 | 35340.0992715125 |
140 | 315380 | 255764.391006747 | 59615.6089932532 |
141 | 325506 | 269885.966185999 | 55620.0338140008 |
142 | 315380 | 255845.658909285 | 59534.341090715 |
143 | 298568 | 282928.630415845 | 15639.3695841551 |
144 | 315834 | 261166.468596159 | 54667.531403841 |
145 | 329784 | 285930.865590213 | 43853.134409787 |
146 | 312878 | 265414.688952813 | 47463.3110471868 |
147 | 315380 | 256048.828665631 | 59331.1713343693 |
148 | 314987 | 263768.114604738 | 51218.8853952624 |
149 | 325249 | 264160.311291167 | 61088.6887088326 |
150 | 315877 | 256955.52725628 | 58921.4727437201 |
151 | 291650 | 271575.582869619 | 20074.4171303815 |
152 | 305959 | 342485.732755465 | -36526.7327554649 |
153 | 315380 | 261503.792029189 | 53876.207970811 |
154 | 297765 | 270296.861345484 | 27468.1386545162 |
155 | 315245 | 259248.937528599 | 55996.0624714006 |
156 | 315380 | 256414.534227053 | 58965.4657729471 |
157 | 315380 | 256455.168178322 | 58924.831821678 |
158 | 315236 | 261972.889430736 | 53263.1105692639 |
159 | 336425 | 270835.016433743 | 65589.9835662569 |
160 | 315380 | 256577.070032129 | 58802.9299678706 |
161 | 315380 | 256617.703983399 | 58762.2960166014 |
162 | 315380 | 256658.337934668 | 58721.6620653323 |
163 | 315380 | 256698.971885937 | 58681.0281140632 |
164 | 306268 | 274809.768642467 | 31458.2313575333 |
165 | 302187 | 295854.832718875 | 6332.16728112549 |
166 | 314882 | 258894.287554509 | 55987.7124454908 |
167 | 315380 | 256861.507691013 | 58518.4923089866 |
168 | 382712 | 268016.368099062 | 114695.631900938 |
169 | 341570 | 416396.418363141 | -74826.4183631407 |
170 | 315380 | 256983.409544821 | 58396.5904551792 |
171 | 315380 | 257024.04349609 | 58355.9565039101 |
172 | 312412 | 262343.123238919 | 50068.8767610809 |
173 | 315380 | 257105.311398628 | 58274.6886013719 |
174 | 309596 | 272945.269183934 | 36650.7308160665 |
175 | 315380 | 257186.579301166 | 58193.4206988336 |
176 | 315547 | 268702.263604926 | 46844.7363950741 |
177 | 313267 | 383816.071458464 | -70549.0714584642 |
178 | 316176 | 258906.564893601 | 57269.4351063993 |
179 | 315380 | 257349.115106243 | 58030.8848937571 |
180 | 315380 | 257389.749057512 | 57990.2509424879 |
181 | 359335 | 316182.63808719 | 43152.3619128098 |
182 | 330068 | 298208.245279664 | 31859.7547203361 |
183 | 314289 | 329609.890945913 | -15320.8909459133 |
184 | 297413 | 300518.210195626 | -3105.21019562566 |
185 | 314806 | 266269.72095422 | 48536.2790457801 |
186 | 333210 | 282531.077071608 | 50678.9229283916 |
187 | 352108 | 338809.042491181 | 13298.9575088191 |
188 | 313332 | 269368.891024111 | 43963.1089758893 |
189 | 291787 | 276033.582870173 | 15753.4171298274 |
190 | 315380 | 257796.088570203 | 57583.9114297966 |
191 | 318745 | 269197.221471370 | 49547.7785286303 |
192 | 315380 | 257877.356472742 | 57502.6435272583 |
193 | 315366 | 269775.568106428 | 45590.4318935723 |
194 | 315380 | 257958.62437528 | 57421.3756247201 |
195 | 315688 | 262014.593316171 | 53673.4066838286 |
196 | 315380 | 258039.892277818 | 57340.1077221818 |
197 | 409642 | 545302.147809416 | -135660.147809416 |
198 | 315380 | 258121.160180356 | 57258.8398196435 |
199 | 315380 | 258161.794131626 | 57218.2058683744 |
200 | 269587 | 319544.044153832 | -49957.0441538319 |
201 | 315380 | 258243.062034164 | 57136.9379658361 |
202 | 315380 | 258283.695985433 | 57096.304014567 |
203 | 315380 | 258324.329936702 | 57055.6700632979 |
204 | 300962 | 259324.763309169 | 41637.2366908308 |
205 | 325479 | 324830.305783002 | 648.694216997795 |
206 | 316155 | 265387.154889534 | 50767.8451104657 |
207 | 318574 | 269970.094430496 | 48603.9055695037 |
208 | 315380 | 258527.499693048 | 56852.5003069522 |
209 | 343613 | 290906.920759631 | 52706.0792403694 |
210 | 306948 | 267549.574009317 | 39398.4259906833 |
211 | 315380 | 258649.401546855 | 56730.5984531448 |
212 | 315380 | 258690.035498124 | 56689.9645018757 |
213 | 330059 | 271083.213347544 | 58975.7866524563 |
214 | 288985 | 281621.541819939 | 7363.4581800614 |
215 | 304485 | 278804.986293561 | 25680.0137064394 |
216 | 315380 | 260937.035165578 | 54442.9648344217 |
217 | 315688 | 265654.811008660 | 50033.1889913403 |
218 | 317736 | 274820.249590325 | 42915.7504096754 |
219 | 315380 | 261058.937019386 | 54321.0629806144 |
220 | 322331 | 321884.423361808 | 446.576638191745 |
221 | 296656 | 268162.304891943 | 28493.6951080574 |
222 | 315380 | 259096.375010816 | 56283.6249891843 |
223 | 315354 | 260209.561027464 | 55144.4389725357 |
224 | 312161 | 290290.220292739 | 21870.7797072609 |
225 | 315576 | 260836.468634296 | 54739.5313657036 |
226 | 314922 | 289391.071281816 | 25530.9287181841 |
227 | 314551 | 270017.974592501 | 44533.0254074988 |
228 | 315380 | 259340.178718430 | 56039.8212815695 |
229 | 312339 | 273029.488607896 | 39309.5113921045 |
230 | 315380 | 259421.446620969 | 55958.5533790313 |
231 | 298700 | 278868.262948754 | 19831.7370512458 |
232 | 321376 | 285074.551480362 | 36301.4485196385 |
233 | 315380 | 259543.348474776 | 55836.6515252239 |
234 | 303230 | 282765.70439369 | 20464.2956063101 |
235 | 315380 | 259624.616377314 | 55755.3836226856 |
236 | 315487 | 259746.244030502 | 55740.7559694979 |
237 | 315380 | 259705.884279853 | 55674.1157201474 |
238 | 315793 | 266564.073086837 | 49228.9269131628 |
239 | 315380 | 259787.152182391 | 55592.8478176091 |
240 | 315380 | 259827.78613366 | 55552.21386634 |
241 | 315380 | 259868.420084929 | 55511.5799150708 |
242 | 312887 | 266130.840463461 | 46756.1595365391 |
243 | 315380 | 259949.687987467 | 55430.3120125326 |
244 | 315637 | 266357.006991348 | 49279.9930086515 |
245 | 324385 | 332578.676528369 | -8193.67652836853 |
246 | 315380 | 260071.589841275 | 55308.4101587252 |
247 | 315380 | 260112.223792544 | 55267.776207456 |
248 | 308989 | 280416.117634736 | 28572.8823652638 |
249 | 315380 | 260193.491695082 | 55186.5083049177 |
250 | 315380 | 260234.125646351 | 55145.8743536486 |
251 | 296702 | 261894.727336496 | 34807.2726635037 |
252 | 315380 | 260315.393548890 | 55064.6064511104 |
253 | 307322 | 270750.312068691 | 36571.6879313092 |
254 | 304376 | 333474.92196584 | -29098.9219658401 |
255 | 253588 | 406440.278443787 | -152852.278443788 |
256 | 315380 | 260477.929353966 | 54902.0706460338 |
257 | 309560 | 266301.850650379 | 43258.1493496209 |
258 | 298466 | 274641.933042502 | 23824.0669574977 |
259 | 315380 | 260599.831207774 | 54780.1687922264 |
260 | 315380 | 260640.465159043 | 54739.5348409573 |
261 | 315380 | 260681.099110312 | 54698.9008896882 |
262 | 315380 | 260721.733061581 | 54658.266938419 |
263 | 343929 | 298819.028032029 | 45109.9719679713 |
264 | 331955 | 274953.095580558 | 57001.9044194422 |
265 | 315380 | 260843.634915388 | 54536.3650846116 |
266 | 315380 | 260884.268866657 | 54495.7311333425 |
267 | 315380 | 260924.902817927 | 54455.0971820734 |
268 | 381180 | 301797.272754386 | 79382.7272456138 |
269 | 315380 | 261006.170720465 | 54373.8292795351 |
270 | 331420 | 305851.804639624 | 25568.1953603762 |
271 | 315380 | 261087.438623003 | 54292.5613769968 |
272 | 315380 | 261128.072574272 | 54251.9274257277 |
273 | 315380 | 261168.706525541 | 54211.2934744586 |
274 | 310201 | 283880.115765767 | 26320.8842342326 |
275 | 315380 | 261249.974428080 | 54130.0255719203 |
276 | 320016 | 282779.299937655 | 37236.7000623445 |
277 | 320398 | 298227.601617057 | 22170.3983829434 |
278 | 315380 | 261371.876281887 | 54008.1237181129 |
279 | 291841 | 331529.481397085 | -39688.481397085 |
280 | 310670 | 285619.169253404 | 25050.8307465963 |
281 | 315380 | 261493.778135695 | 53886.2218643055 |
282 | 315380 | 261534.412086964 | 53845.5879130363 |
283 | 313491 | 287691.285126561 | 25799.7148734391 |
284 | 315380 | 261615.679989502 | 53764.3200104981 |
285 | 331323 | 294625.632807892 | 36697.3671921081 |
286 | 315380 | 261696.94789204 | 53683.0521079598 |
287 | 319210 | 280134.705584984 | 39075.2944150156 |
288 | 318098 | 267701.180131319 | 50396.8198686812 |
289 | 315380 | 261818.849745848 | 53561.1502541524 |
290 | 292754 | 270549.141023266 | 22204.8589767345 |
291 | 315380 | 261900.117648386 | 53479.8823516142 |
292 | 325176 | 281490.16276763 | 43685.8372323701 |
293 | 365959 | 324648.867447708 | 41310.1325522918 |
294 | 315380 | 262022.019502193 | 53357.9804978068 |
295 | 302409 | 271688.841114407 | 30720.1588855931 |
296 | 340968 | 277677.993681736 | 63290.0063182636 |
297 | 315380 | 262143.921356001 | 53236.0786439994 |
298 | 315380 | 262184.55530727 | 53195.4446927302 |
299 | 315380 | 262225.189258539 | 53154.8107414611 |
300 | 315380 | 271645.910590506 | 43734.0894094937 |
301 | 313164 | 267259.449674975 | 45904.5503250253 |
302 | 301164 | 266637.617708681 | 34526.3822913194 |
303 | 315380 | 263429.956994804 | 51950.0430051959 |
304 | 315380 | 262428.359014885 | 52951.6409851155 |
305 | 344425 | 286845.93034377 | 57579.0696562302 |
306 | 315394 | 275084.494707774 | 40309.505292226 |
307 | 315380 | 262550.260868692 | 52829.739131308 |
308 | 316647 | 292297.31325115 | 24349.6867488497 |
309 | 309836 | 279032.928094837 | 30803.0719051628 |
310 | 315380 | 262672.162722499 | 52707.8372775007 |
311 | 315380 | 262712.796673768 | 52667.2033262315 |
312 | 346611 | 346829.132068268 | -218.132068268217 |
313 | 315380 | 262794.064576307 | 52585.9354236933 |
314 | 322031 | 283966.391741983 | 38064.6082580165 |
315 | 315656 | 271345.167113471 | 44310.8328865292 |
316 | 339445 | 278506.779776686 | 60938.220223314 |
317 | 314964 | 262477.500310209 | 52486.4996897913 |
318 | 297141 | 292637.10287528 | 4503.89712471995 |
319 | 315372 | 268269.354344212 | 47102.6456557879 |
320 | 315380 | 263078.502235191 | 52301.4977648093 |
321 | 315380 | 263119.13618646 | 52260.8638135402 |
322 | 315380 | 263159.770137729 | 52220.229862271 |
323 | 315380 | 263200.404088998 | 52179.5959110019 |
324 | 315380 | 263241.038040267 | 52138.9619597328 |
325 | 315380 | 263281.671991536 | 52098.3280084637 |
326 | 312502 | 264850.446027126 | 47651.5539728738 |
327 | 315380 | 263362.939894075 | 52017.0601059254 |
328 | 315380 | 263403.573845344 | 51976.4261546562 |
329 | 315380 | 263444.207796613 | 51935.7922033871 |
330 | 315380 | 263484.841747882 | 51895.158252118 |
331 | 315380 | 263525.475699151 | 51854.5243008489 |
332 | 315380 | 263566.10965042 | 51813.8903495797 |
333 | 315380 | 263606.743601689 | 51773.2563983106 |
334 | 313729 | 269372.299341438 | 44356.7006585622 |
335 | 315388 | 264763.478925595 | 50624.5210744048 |
336 | 315371 | 274786.745764145 | 40584.2542358554 |
337 | 296139 | 303462.107179202 | -7323.10717920175 |
338 | 315380 | 263809.913358035 | 51570.0866419649 |
339 | 313880 | 265747.220170771 | 48132.7798292292 |
340 | 317698 | 275464.960753203 | 42233.0392467972 |
341 | 295580 | 286737.437323703 | 8842.56267629693 |
342 | 315380 | 263972.449163112 | 51407.5508368884 |
343 | 315380 | 264013.083114381 | 51366.9168856193 |
344 | 315380 | 264053.71706565 | 51326.2829343501 |
345 | 308256 | 291268.131009626 | 16987.8689903745 |
346 | 315380 | 264134.984968188 | 51245.0150318119 |
347 | 303677 | 267328.135044261 | 36348.8649557391 |
348 | 315380 | 264216.252870726 | 51163.7471292736 |
349 | 315380 | 264256.886821995 | 51123.1131780045 |
350 | 319369 | 309714.204006519 | 9654.79599348076 |
351 | 318690 | 270886.008004956 | 47803.9919950436 |
352 | 314049 | 273642.723433195 | 40406.2765668049 |
353 | 325699 | 285905.205268529 | 39793.7947314712 |
354 | 314210 | 270634.533975273 | 43575.4660247266 |
355 | 315380 | 264500.690529610 | 50879.3094703897 |
356 | 315380 | 264541.324480879 | 50838.6755191205 |
357 | 322378 | 320634.879264374 | 1743.12073562611 |
358 | 315380 | 264622.592383418 | 50757.4076165823 |
359 | 315380 | 264663.226334687 | 50716.7736653131 |
360 | 315380 | 264703.860285956 | 50676.139714044 |
361 | 315398 | 268938.589273514 | 46459.4107264861 |
362 | 315380 | 264785.128188494 | 50594.8718115058 |
363 | 315380 | 264825.762139763 | 50554.2378602366 |
364 | 308336 | 334149.180259965 | -25813.1802599649 |
365 | 316386 | 276485.529870759 | 39900.470129241 |
366 | 315380 | 264947.663993571 | 50432.3360064292 |
367 | 315380 | 264988.29794484 | 50391.7020551601 |
368 | 315380 | 265028.931896109 | 50351.068103891 |
369 | 315380 | 265069.565847378 | 50310.4341526218 |
370 | 315553 | 277188.752053556 | 38364.2479464436 |
371 | 315380 | 265150.833749916 | 50229.1662500836 |
372 | 323361 | 280801.025224089 | 42559.9747759114 |
373 | 336639 | 303203.649616242 | 33435.3503837581 |
374 | 307424 | 278832.904859326 | 28591.0951406736 |
375 | 315380 | 265313.369554993 | 50066.630445007 |
376 | 315380 | 265354.003506262 | 50025.9964937379 |
377 | 295370 | 272184.800068811 | 23185.1999311891 |
378 | 322340 | 285590.226706281 | 36749.7732937194 |
379 | 319864 | 324429.593320273 | -4565.5933202732 |
380 | 315380 | 265516.539311339 | 49863.4606886613 |
381 | 315380 | 265557.173262608 | 49822.8267373922 |
382 | 317291 | 316500.354238058 | 790.645761942007 |
383 | 280398 | 261706.258752576 | 18691.7412474238 |
384 | 315380 | 265679.075116415 | 49700.9248835848 |
385 | 317330 | 283132.814111254 | 34197.1858887462 |
386 | 238125 | 362024.824276877 | -123899.824276877 |
387 | 327071 | 270092.977776773 | 56978.0222232274 |
388 | 309038 | 288957.024468010 | 20080.9755319896 |
389 | 314210 | 270069.032847076 | 44140.9671529242 |
390 | 307930 | 283357.256737059 | 24572.7432629414 |
391 | 322327 | 288307.163098054 | 34019.8369019455 |
392 | 292136 | 279879.534506022 | 12256.4654939777 |
393 | 263276 | 288400.477272341 | -25124.4772723407 |
394 | 367655 | 299409.280279721 | 68245.7197202787 |
395 | 283910 | 387603.031415212 | -103693.031415212 |
396 | 283587 | 283181.569213520 | 405.43078648041 |
397 | 243650 | 388422.278767506 | -144772.278767506 |
398 | 438493 | 644528.040501715 | -206035.040501715 |
399 | 296261 | 290273.441650296 | 5987.5583497037 |
400 | 230621 | 291613.255198084 | -60992.255198084 |
401 | 304252 | 308419.128994701 | -4167.12899470058 |
402 | 333505 | 297437.674196518 | 36067.3258034818 |
403 | 296919 | 283641.013598822 | 13277.9864011779 |
404 | 278990 | 335786.415829658 | -56796.4158296584 |
405 | 276898 | 292544.922174295 | -15646.9221742949 |
406 | 327007 | 320065.103418147 | 6941.89658185307 |
407 | 317046 | 303458.308411515 | 13587.6915884849 |
408 | 304555 | 297971.364801530 | 6583.6351984705 |
409 | 298096 | 281812.023082631 | 16283.9769173690 |
410 | 231861 | 300732.989588528 | -68871.9895885278 |
411 | 309422 | 369524.755567602 | -60102.7555676018 |
412 | 286963 | 455567.420204395 | -168604.420204395 |
413 | 269753 | 302542.783841108 | -32789.7838411082 |
414 | 448243 | 396284.902531817 | 51958.0974681832 |
415 | 165404 | 350703.143926759 | -185299.143926759 |
416 | 204325 | 310842.092351841 | -106517.092351841 |
417 | 407159 | 321328.798396408 | 85830.201603592 |
418 | 290476 | 315332.55348555 | -24856.5534855501 |
419 | 275311 | 333671.993452080 | -58360.9934520804 |
420 | 246541 | 291077.401574258 | -44536.4015742583 |
421 | 253468 | 305053.427188865 | -51585.4271888647 |
422 | 240897 | 426049.726374737 | -185152.726374737 |
423 | -83265 | 469610.059392656 | -552875.059392656 |
424 | -42143 | 423439.094612848 | -465582.094612848 |
425 | 272713 | 328912.732721603 | -56199.7327216033 |
426 | 215362 | 475135.334711611 | -259773.334711611 |
427 | 42754 | 361773.522758312 | -319019.522758312 |
428 | 306275 | 1459172.98657136 | -1152897.98657136 |
429 | 253537 | 534168.490853008 | -280631.490853008 |
430 | 372631 | 718438.622944826 | -345807.622944827 |
431 | -7170 | 682071.694139307 | -689241.694139307 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
8 | 0.999999999998975 | 2.04954532303776e-12 | 1.02477266151888e-12 |
9 | 1 | 3.33007206775918e-43 | 1.66503603387959e-43 |
10 | 1 | 1.62610872065490e-77 | 8.13054360327452e-78 |
11 | 1 | 1.01632854771113e-79 | 5.08164273855566e-80 |
12 | 1 | 2.68489029529666e-88 | 1.34244514764833e-88 |
13 | 1 | 4.98615031955311e-103 | 2.49307515977656e-103 |
14 | 1 | 3.95475446787026e-107 | 1.97737723393513e-107 |
15 | 1 | 4.64246533473644e-110 | 2.32123266736822e-110 |
16 | 1 | 7.04413738287307e-122 | 3.52206869143654e-122 |
17 | 1 | 2.80450178648588e-126 | 1.40225089324294e-126 |
18 | 1 | 2.38286335966329e-128 | 1.19143167983165e-128 |
19 | 1 | 1.03220956514506e-139 | 5.1610478257253e-140 |
20 | 1 | 3.55765573900820e-141 | 1.77882786950410e-141 |
21 | 1 | 1.78446804359554e-157 | 8.9223402179777e-158 |
22 | 1 | 7.16068622421876e-165 | 3.58034311210938e-165 |
23 | 1 | 7.54828725159719e-166 | 3.77414362579859e-166 |
24 | 1 | 3.90777046070948e-167 | 1.95388523035474e-167 |
25 | 1 | 2.41553023741558e-167 | 1.20776511870779e-167 |
26 | 1 | 1.09951776640523e-172 | 5.49758883202613e-173 |
27 | 1 | 8.3402449515595e-175 | 4.17012247577975e-175 |
28 | 1 | 5.04633755890057e-176 | 2.52316877945028e-176 |
29 | 1 | 1.55277160122296e-191 | 7.76385800611482e-192 |
30 | 1 | 1.76017279339461e-191 | 8.80086396697304e-192 |
31 | 1 | 3.67325956179222e-198 | 1.83662978089611e-198 |
32 | 1 | 1.42219872799404e-199 | 7.1109936399702e-200 |
33 | 1 | 3.88184524046166e-209 | 1.94092262023083e-209 |
34 | 1 | 1.28646778101614e-211 | 6.43233890508069e-212 |
35 | 1 | 1.32723410146641e-210 | 6.63617050733203e-211 |
36 | 1 | 2.13541943080788e-210 | 1.06770971540394e-210 |
37 | 1 | 5.4946728868064e-216 | 2.7473364434032e-216 |
38 | 1 | 3.96128530336033e-222 | 1.98064265168017e-222 |
39 | 1 | 3.52674037363423e-221 | 1.76337018681711e-221 |
40 | 1 | 8.0439135062151e-222 | 4.02195675310755e-222 |
41 | 1 | 2.13778949469536e-222 | 1.06889474734768e-222 |
42 | 1 | 1.69958874438929e-221 | 8.49794372194645e-222 |
43 | 1 | 4.93241149059084e-222 | 2.46620574529542e-222 |
44 | 1 | 6.3450276434725e-221 | 3.17251382173625e-221 |
45 | 1 | 8.04146129395038e-221 | 4.02073064697519e-221 |
46 | 1 | 3.97538752839757e-220 | 1.98769376419879e-220 |
47 | 1 | 2.55545968394941e-220 | 1.27772984197471e-220 |
48 | 1 | 2.88934859606519e-219 | 1.44467429803259e-219 |
49 | 1 | 7.72580724433744e-219 | 3.86290362216872e-219 |
50 | 1 | 9.97830039997458e-220 | 4.98915019998729e-220 |
51 | 1 | 2.65538493172633e-220 | 1.32769246586317e-220 |
52 | 1 | 8.67115172226138e-220 | 4.33557586113069e-220 |
53 | 1 | 8.76167392689981e-219 | 4.38083696344991e-219 |
54 | 1 | 1.57545956893801e-218 | 7.87729784469005e-219 |
55 | 1 | 2.32874854724175e-221 | 1.16437427362088e-221 |
56 | 1 | 3.40286978878293e-221 | 1.70143489439146e-221 |
57 | 1 | 2.51323795851234e-234 | 1.25661897925617e-234 |
58 | 1 | 1.17126164714677e-234 | 5.85630823573385e-235 |
59 | 1 | 7.68929835581423e-234 | 3.84464917790712e-234 |
60 | 1 | 3.11128960225047e-233 | 1.55564480112524e-233 |
61 | 1 | 8.40566592943393e-235 | 4.20283296471696e-235 |
62 | 1 | 6.66698282957845e-237 | 3.33349141478923e-237 |
63 | 1 | 1.97057799575326e-236 | 9.8528899787663e-237 |
64 | 1 | 1.50141276035603e-235 | 7.50706380178014e-236 |
65 | 1 | 9.2601659928023e-235 | 4.63008299640115e-235 |
66 | 1 | 1.33260330998500e-234 | 6.66301654992502e-235 |
67 | 1 | 1.8295327614685e-234 | 9.1476638073425e-235 |
68 | 1 | 1.56428150688715e-233 | 7.82140753443573e-234 |
69 | 1 | 8.40745500584057e-233 | 4.20372750292029e-233 |
70 | 1 | 5.31201304047366e-232 | 2.65600652023683e-232 |
71 | 1 | 1.92245610388079e-231 | 9.61228051940397e-232 |
72 | 1 | 3.78817984435076e-232 | 1.89408992217538e-232 |
73 | 1 | 9.84316991321326e-232 | 4.92158495660663e-232 |
74 | 1 | 6.80096448649193e-231 | 3.40048224324596e-231 |
75 | 1 | 7.71233724966383e-230 | 3.85616862483192e-230 |
76 | 1 | 1.03933953382423e-229 | 5.19669766912113e-230 |
77 | 1 | 8.27623595384384e-229 | 4.13811797692192e-229 |
78 | 1 | 5.60977578771823e-229 | 2.80488789385911e-229 |
79 | 1 | 4.92862006306717e-228 | 2.46431003153359e-228 |
80 | 1 | 1.49134125434898e-227 | 7.45670627174489e-228 |
81 | 1 | 1.11669703943804e-226 | 5.58348519719018e-227 |
82 | 1 | 2.86799460791614e-226 | 1.43399730395807e-226 |
83 | 1 | 2.45852720365478e-226 | 1.22926360182739e-226 |
84 | 1 | 1.75735522559396e-225 | 8.7867761279698e-226 |
85 | 1 | 1.67946654512294e-224 | 8.3973327256147e-225 |
86 | 1 | 7.68745205028881e-224 | 3.84372602514440e-224 |
87 | 1 | 9.52975689337246e-224 | 4.76487844668623e-224 |
88 | 1 | 6.5010916032038e-223 | 3.2505458016019e-223 |
89 | 1 | 1.01011888399386e-222 | 5.05059441996929e-223 |
90 | 1 | 1.00394825247024e-221 | 5.01974126235121e-222 |
91 | 1 | 1.05417285569901e-220 | 5.27086427849504e-221 |
92 | 1 | 8.91635883107136e-220 | 4.45817941553568e-220 |
93 | 1 | 7.19564472859705e-221 | 3.59782236429853e-221 |
94 | 1 | 6.54184207815844e-220 | 3.27092103907922e-220 |
95 | 1 | 5.17020084021603e-220 | 2.58510042010802e-220 |
96 | 1 | 8.0638270266722e-220 | 4.0319135133361e-220 |
97 | 1 | 8.16530425862596e-219 | 4.08265212931298e-219 |
98 | 1 | 9.00126801840125e-218 | 4.50063400920063e-218 |
99 | 1 | 7.5973720360578e-217 | 3.7986860180289e-217 |
100 | 1 | 7.75358049923102e-216 | 3.87679024961551e-216 |
101 | 1 | 6.43049264406435e-215 | 3.21524632203218e-215 |
102 | 1 | 2.75222482607639e-216 | 1.37611241303819e-216 |
103 | 1 | 1.48649002855858e-216 | 7.43245014279291e-217 |
104 | 1 | 1.51738916486346e-217 | 7.5869458243173e-218 |
105 | 1 | 9.89277796179343e-217 | 4.94638898089671e-217 |
106 | 1 | 2.34252224784719e-216 | 1.17126112392360e-216 |
107 | 1 | 2.52260009440578e-219 | 1.26130004720289e-219 |
108 | 1 | 2.34196592932124e-220 | 1.17098296466062e-220 |
109 | 1 | 1.17856584657866e-219 | 5.89282923289331e-220 |
110 | 1 | 1.14442447791492e-219 | 5.7221223895746e-220 |
111 | 1 | 1.7368201725041e-219 | 8.6841008625205e-220 |
112 | 1 | 2.92530252305101e-220 | 1.46265126152550e-220 |
113 | 1 | 1.35034075036237e-219 | 6.75170375181184e-220 |
114 | 1 | 7.57331076943192e-219 | 3.78665538471596e-219 |
115 | 1 | 1.22876687968639e-218 | 6.14383439843195e-219 |
116 | 1 | 8.56157380055697e-218 | 4.28078690027848e-218 |
117 | 1 | 4.8993685876203e-217 | 2.44968429381015e-217 |
118 | 1 | 8.30791317491185e-217 | 4.15395658745592e-217 |
119 | 1 | 2.08118824045399e-218 | 1.04059412022699e-218 |
120 | 1 | 2.42484835662544e-217 | 1.21242417831272e-217 |
121 | 1 | 1.26917091986169e-216 | 6.34585459930844e-217 |
122 | 1 | 1.42991475203057e-215 | 7.14957376015286e-216 |
123 | 1 | 7.83493953399822e-215 | 3.91746976699911e-215 |
124 | 1 | 2.18905687808090e-214 | 1.09452843904045e-214 |
125 | 1 | 1.18541816336341e-213 | 5.92709081681705e-214 |
126 | 1 | 8.83418853593843e-215 | 4.41709426796921e-215 |
127 | 1 | 9.10118148916466e-214 | 4.55059074458233e-214 |
128 | 1 | 9.6828716049762e-213 | 4.8414358024881e-213 |
129 | 1 | 1.11480826648123e-211 | 5.57404133240617e-212 |
130 | 1 | 1.16153200675753e-210 | 5.80766003378766e-211 |
131 | 1 | 1.22945450115186e-209 | 6.14727250575929e-210 |
132 | 1 | 2.55845117788422e-209 | 1.27922558894211e-209 |
133 | 1 | 2.71840943636108e-208 | 1.35920471818054e-208 |
134 | 1 | 2.91588706963666e-207 | 1.45794353481833e-207 |
135 | 1 | 3.22285108302313e-206 | 1.61142554151157e-206 |
136 | 1 | 3.53402968096951e-205 | 1.76701484048476e-205 |
137 | 1 | 3.90428631850237e-204 | 1.95214315925119e-204 |
138 | 1 | 4.1451029588116e-203 | 2.0725514794058e-203 |
139 | 1 | 4.64259569940348e-202 | 2.32129784970174e-202 |
140 | 1 | 4.9257947711098e-201 | 2.4628973855549e-201 |
141 | 1 | 5.32132364731335e-200 | 2.66066182365668e-200 |
142 | 1 | 5.63916183370866e-199 | 2.81958091685433e-199 |
143 | 1 | 6.11803273001586e-198 | 3.05901636500793e-198 |
144 | 1 | 6.4946779022031e-197 | 3.24733895110155e-197 |
145 | 1 | 7.16521234520887e-196 | 3.58260617260443e-196 |
146 | 1 | 7.82595700518444e-195 | 3.91297850259222e-195 |
147 | 1 | 8.19540954774463e-194 | 4.09770477387232e-194 |
148 | 1 | 8.55875361389509e-193 | 4.27937680694754e-193 |
149 | 1 | 9.12837546461583e-192 | 4.56418773230791e-192 |
150 | 1 | 9.48066694854588e-191 | 4.74033347427294e-191 |
151 | 1 | 8.28932372357877e-190 | 4.14466186178938e-190 |
152 | 1 | 8.23906134811187e-189 | 4.11953067405593e-189 |
153 | 1 | 8.4537803487652e-188 | 4.2268901743826e-188 |
154 | 1 | 7.91668758390437e-187 | 3.95834379195219e-187 |
155 | 1 | 8.0248585685513e-186 | 4.01242928427565e-186 |
156 | 1 | 8.12097206105004e-185 | 4.06048603052502e-185 |
157 | 1 | 8.18625382400279e-184 | 4.09312691200139e-184 |
158 | 1 | 8.16793181898281e-183 | 4.08396590949141e-183 |
159 | 1 | 7.8203144851446e-182 | 3.9101572425723e-182 |
160 | 1 | 7.80429849042974e-181 | 3.90214924521487e-181 |
161 | 1 | 7.75482491043227e-180 | 3.87741245521613e-180 |
162 | 1 | 7.67186015297193e-179 | 3.83593007648597e-179 |
163 | 1 | 7.55588036353947e-178 | 3.77794018176973e-178 |
164 | 1 | 7.04421904799802e-177 | 3.52210952399901e-177 |
165 | 1 | 5.4010041693594e-176 | 2.7005020846797e-176 |
166 | 1 | 5.23380792216134e-175 | 2.61690396108067e-175 |
167 | 1 | 5.0523680889648e-174 | 2.5261840444824e-174 |
168 | 1 | 1.88506024903696e-174 | 9.4253012451848e-175 |
169 | 1 | 5.77660352622803e-174 | 2.88830176311402e-174 |
170 | 1 | 5.67339553574277e-173 | 2.83669776787138e-173 |
171 | 1 | 5.5459388932352e-172 | 2.7729694466176e-172 |
172 | 1 | 5.22781625209989e-171 | 2.61390812604994e-171 |
173 | 1 | 5.06067122864742e-170 | 2.53033561432371e-170 |
174 | 1 | 4.5893269060903e-169 | 2.29466345304515e-169 |
175 | 1 | 4.39848742850659e-168 | 2.19924371425329e-168 |
176 | 1 | 4.19033133655757e-167 | 2.09516566827878e-167 |
177 | 1 | 2.76418892117359e-166 | 1.38209446058680e-166 |
178 | 1 | 2.63038796457747e-165 | 1.31519398228873e-165 |
179 | 1 | 2.47635401559932e-164 | 1.23817700779966e-164 |
180 | 1 | 2.32017375874893e-163 | 1.16008687937447e-163 |
181 | 1 | 1.95735387086859e-162 | 9.78676935434297e-163 |
182 | 1 | 1.71025962680775e-161 | 8.55129813403874e-162 |
183 | 1 | 1.29652181451281e-160 | 6.48260907256403e-161 |
184 | 1 | 5.27536349619376e-160 | 2.63768174809688e-160 |
185 | 1 | 4.68746970101667e-159 | 2.34373485050834e-159 |
186 | 1 | 3.99748805322396e-158 | 1.99874402661198e-158 |
187 | 1 | 2.22852123396371e-157 | 1.11426061698185e-157 |
188 | 1 | 1.98202348169908e-156 | 9.9101174084954e-157 |
189 | 1 | 1.05460259315740e-155 | 5.27301296578702e-156 |
190 | 1 | 9.53876447077265e-155 | 4.76938223538632e-155 |
191 | 1 | 8.69175700391702e-154 | 4.34587850195851e-154 |
192 | 1 | 7.79083689549066e-153 | 3.89541844774533e-153 |
193 | 1 | 6.87620701317201e-152 | 3.43810350658600e-152 |
194 | 1 | 6.10420291501888e-151 | 3.05210145750944e-151 |
195 | 1 | 5.38571756222746e-150 | 2.69285878111373e-150 |
196 | 1 | 4.73513766913424e-149 | 2.36756883456712e-149 |
197 | 1 | 2.54128202297651e-148 | 1.27064101148825e-148 |
198 | 1 | 2.22057933515032e-147 | 1.11028966757516e-147 |
199 | 1 | 1.93112863369280e-146 | 9.65564316846399e-147 |
200 | 1 | 7.85435234073157e-147 | 3.92717617036579e-147 |
201 | 1 | 6.8109927824517e-146 | 3.40549639122585e-146 |
202 | 1 | 5.87813066401356e-145 | 2.93906533200678e-145 |
203 | 1 | 5.04886875578769e-144 | 2.52443437789385e-144 |
204 | 1 | 4.38065007255226e-143 | 2.19032503627613e-143 |
205 | 1 | 1.13905856091036e-142 | 5.69529280455178e-143 |
206 | 1 | 9.53662098910448e-142 | 4.76831049455224e-142 |
207 | 1 | 7.44806505139252e-141 | 3.72403252569626e-141 |
208 | 1 | 6.25175122697727e-140 | 3.12587561348863e-140 |
209 | 1 | 1.78795566739117e-139 | 8.93977833695584e-140 |
210 | 1 | 1.43239975611704e-138 | 7.16199878058522e-139 |
211 | 1 | 1.19862036864077e-137 | 5.99310184320384e-138 |
212 | 1 | 9.9821432245595e-137 | 4.99107161227975e-137 |
213 | 1 | 7.7387189076845e-136 | 3.86935945384225e-136 |
214 | 1 | 4.47090274789283e-135 | 2.23545137394641e-135 |
215 | 1 | 3.29374010660555e-134 | 1.64687005330278e-134 |
216 | 1 | 2.69274760983217e-133 | 1.34637380491608e-133 |
217 | 1 | 2.18724435334715e-132 | 1.09362217667358e-132 |
218 | 1 | 1.79844032250954e-131 | 8.9922016125477e-132 |
219 | 1 | 1.45024980857961e-130 | 7.25124904289803e-131 |
220 | 1 | 9.42326858010846e-130 | 4.71163429005423e-130 |
221 | 1 | 6.4532513070415e-129 | 3.22662565352075e-129 |
222 | 1 | 5.15572851807388e-128 | 2.57786425903694e-128 |
223 | 1 | 4.09871776715923e-127 | 2.04935888357962e-127 |
224 | 1 | 3.18158248001809e-126 | 1.59079124000905e-126 |
225 | 1 | 2.50707935674793e-125 | 1.25353967837397e-125 |
226 | 1 | 1.92412049280082e-124 | 9.62060246400408e-125 |
227 | 1 | 1.49057027802101e-123 | 7.45285139010503e-124 |
228 | 1 | 1.15827431202664e-122 | 5.79137156013322e-123 |
229 | 1 | 7.95079476253672e-122 | 3.97539738126836e-122 |
230 | 1 | 6.11626431942691e-121 | 3.05813215971345e-121 |
231 | 1 | 3.56781496928355e-120 | 1.78390748464177e-120 |
232 | 1 | 2.74656420808000e-119 | 1.37328210404000e-119 |
233 | 1 | 2.08411842806705e-118 | 1.04205921403353e-118 |
234 | 1 | 1.39958912538259e-117 | 6.99794562691295e-118 |
235 | 1 | 1.05152384984289e-116 | 5.25761924921445e-117 |
236 | 1 | 7.8652481115733e-116 | 3.93262405578665e-116 |
237 | 1 | 5.853286461238e-115 | 2.926643230619e-115 |
238 | 1 | 4.35525675109804e-114 | 2.17762837554902e-114 |
239 | 1 | 3.21114053630112e-113 | 1.60557026815056e-113 |
240 | 1 | 2.35634014200539e-112 | 1.17817007100270e-112 |
241 | 1 | 1.72087557783305e-111 | 8.60437788916526e-112 |
242 | 1 | 1.22205521476025e-110 | 6.11027607380126e-111 |
243 | 1 | 8.83861436843279e-110 | 4.41930718421639e-110 |
244 | 1 | 6.41197189986145e-109 | 3.20598594993072e-109 |
245 | 1 | 4.36745505908416e-108 | 2.18372752954208e-108 |
246 | 1 | 3.11559220922261e-107 | 1.55779610461131e-107 |
247 | 1 | 2.21197236612041e-106 | 1.10598618306021e-106 |
248 | 1 | 1.45068025007597e-105 | 7.25340125037987e-106 |
249 | 1 | 1.01986691910522e-104 | 5.09933459552608e-105 |
250 | 1 | 7.13572784071902e-104 | 3.56786392035951e-104 |
251 | 1 | 4.98161457173723e-103 | 2.49080728586861e-103 |
252 | 1 | 3.4534947969367e-102 | 1.72674739846835e-102 |
253 | 1 | 2.05509568775281e-101 | 1.02754784387640e-101 |
254 | 1 | 7.29834477849427e-101 | 3.64917238924714e-101 |
255 | 1 | 1.23272291828569e-101 | 6.16361459142844e-102 |
256 | 1 | 8.4410443621164e-101 | 4.2205221810582e-101 |
257 | 1 | 5.99349117294784e-100 | 2.99674558647392e-100 |
258 | 1 | 4.159178017038e-99 | 2.079589008519e-99 |
259 | 1 | 2.81959626352499e-98 | 1.40979813176249e-98 |
260 | 1 | 1.90214435431623e-97 | 9.51072177158114e-98 |
261 | 1 | 1.27695202537742e-96 | 6.38476012688709e-97 |
262 | 1 | 8.5305610376963e-96 | 4.26528051884815e-96 |
263 | 1 | 5.54141332288537e-95 | 2.77070666144268e-95 |
264 | 1 | 3.70703044277410e-94 | 1.85351522138705e-94 |
265 | 1 | 2.44915280819702e-93 | 1.22457640409851e-93 |
266 | 1 | 1.61019997805749e-92 | 8.05099989028747e-93 |
267 | 1 | 1.05345279084662e-91 | 5.26726395423308e-92 |
268 | 1 | 6.9408263017002e-91 | 3.4704131508501e-91 |
269 | 1 | 4.5116177727909e-90 | 2.25580888639545e-90 |
270 | 1 | 2.67013005005024e-89 | 1.33506502502512e-89 |
271 | 1 | 1.71803795469924e-88 | 8.5901897734962e-89 |
272 | 1 | 1.10002279122175e-87 | 5.50011395610875e-88 |
273 | 1 | 7.00867570822024e-87 | 3.50433785411012e-87 |
274 | 1 | 4.19274689921818e-86 | 2.09637344960909e-86 |
275 | 1 | 2.64424666500297e-85 | 1.32212333250148e-85 |
276 | 1 | 1.65949450950120e-84 | 8.29747254750599e-85 |
277 | 1 | 9.95900452258142e-84 | 4.97950226129071e-84 |
278 | 1 | 6.19017844208429e-83 | 3.09508922104215e-83 |
279 | 1 | 2.27310878666605e-82 | 1.13655439333302e-82 |
280 | 1 | 1.04552317962048e-81 | 5.22761589810241e-82 |
281 | 1 | 6.37661270803705e-81 | 3.18830635401852e-81 |
282 | 1 | 3.86941744564321e-80 | 1.93470872282161e-80 |
283 | 1 | 2.39107090274272e-79 | 1.19553545137136e-79 |
284 | 1 | 1.4383197054668e-78 | 7.191598527334e-79 |
285 | 1 | 7.94958599913353e-78 | 3.97479299956677e-78 |
286 | 1 | 4.729177095207e-77 | 2.3645885476035e-77 |
287 | 1 | 2.89629973930259e-76 | 1.44814986965129e-76 |
288 | 1 | 1.69659356529381e-75 | 8.48296782646905e-76 |
289 | 1 | 9.95149440152483e-75 | 4.97574720076241e-75 |
290 | 1 | 5.50540213999042e-74 | 2.75270106999521e-74 |
291 | 1 | 3.19407226393592e-73 | 1.59703613196796e-73 |
292 | 1 | 1.87939572590318e-72 | 9.3969786295159e-73 |
293 | 1 | 1.06451605149552e-71 | 5.32258025747761e-72 |
294 | 1 | 6.08649637892057e-71 | 3.04324818946029e-71 |
295 | 1 | 3.13462692190421e-70 | 1.56731346095211e-70 |
296 | 1 | 1.76560567285889e-69 | 8.82802836429444e-70 |
297 | 1 | 9.98655401390385e-69 | 4.99327700695192e-69 |
298 | 1 | 5.61920980889396e-68 | 2.80960490444698e-68 |
299 | 1 | 3.14533278522052e-67 | 1.57266639261026e-67 |
300 | 1 | 1.73403582556956e-66 | 8.67017912784782e-67 |
301 | 1 | 9.41912172012461e-66 | 4.70956086006230e-66 |
302 | 1 | 4.89888480293789e-65 | 2.44944240146894e-65 |
303 | 1 | 2.67850141053629e-64 | 1.33925070526815e-64 |
304 | 1 | 1.45823312870348e-63 | 7.29116564351742e-64 |
305 | 1 | 8.00935789660638e-63 | 4.00467894830319e-63 |
306 | 1 | 4.28078636507555e-62 | 2.14039318253777e-62 |
307 | 1 | 2.30560483875740e-61 | 1.15280241937870e-61 |
308 | 1 | 1.15346288450847e-60 | 5.76731442254236e-61 |
309 | 1 | 6.3392709358826e-60 | 3.1696354679413e-60 |
310 | 1 | 3.3634357071078e-59 | 1.6817178535539e-59 |
311 | 1 | 1.77496520419245e-58 | 8.87482602096225e-59 |
312 | 1 | 5.50214870352809e-58 | 2.75107435176404e-58 |
313 | 1 | 2.86476512632763e-57 | 1.43238256316381e-57 |
314 | 1 | 1.43910953146209e-56 | 7.19554765731046e-57 |
315 | 1 | 7.34591910288115e-56 | 3.67295955144057e-56 |
316 | 1 | 3.92528035716301e-55 | 1.96264017858151e-55 |
317 | 1 | 2.02109756044029e-54 | 1.01054878022014e-54 |
318 | 1 | 8.39605990842044e-54 | 4.19802995421022e-54 |
319 | 1 | 4.19914806666836e-53 | 2.09957403333418e-53 |
320 | 1 | 2.10132111835878e-52 | 1.05066055917939e-52 |
321 | 1 | 1.04564750592779e-51 | 5.22823752963896e-52 |
322 | 1 | 5.17406479519538e-51 | 2.58703239759769e-51 |
323 | 1 | 2.54579824300759e-50 | 1.27289912150379e-50 |
324 | 1 | 1.24552771507124e-49 | 6.22763857535619e-50 |
325 | 1 | 6.05914957811194e-49 | 3.02957478905597e-49 |
326 | 1 | 2.876549066399e-48 | 1.4382745331995e-48 |
327 | 1 | 1.3827792751618e-47 | 6.913896375809e-48 |
328 | 1 | 6.60897551643729e-47 | 3.30448775821865e-47 |
329 | 1 | 3.14055579482849e-46 | 1.57027789741424e-46 |
330 | 1 | 1.48374972234949e-45 | 7.41874861174745e-46 |
331 | 1 | 6.9692655529826e-45 | 3.4846327764913e-45 |
332 | 1 | 3.25443666684674e-44 | 1.62721833342337e-44 |
333 | 1 | 1.51083507490911e-43 | 7.55417537454555e-44 |
334 | 1 | 6.9346075674147e-43 | 3.46730378370735e-43 |
335 | 1 | 3.17762251031209e-42 | 1.58881125515604e-42 |
336 | 1 | 1.45798480424917e-41 | 7.28992402124583e-42 |
337 | 1 | 5.67813470774065e-41 | 2.83906735387032e-41 |
338 | 1 | 2.55302186877967e-40 | 1.27651093438983e-40 |
339 | 1 | 1.12786650899871e-39 | 5.63933254499356e-40 |
340 | 1 | 5.0929994073672e-39 | 2.5464997036836e-39 |
341 | 1 | 1.76647075095863e-38 | 8.83235375479313e-39 |
342 | 1 | 7.72630868366165e-38 | 3.86315434183083e-38 |
343 | 1 | 3.35857046200970e-37 | 1.67928523100485e-37 |
344 | 1 | 1.45091679730583e-36 | 7.25458398652913e-37 |
345 | 1 | 5.98827932825925e-36 | 2.99413966412963e-36 |
346 | 1 | 2.55244296818427e-35 | 1.27622148409214e-35 |
347 | 1 | 1.02862330650542e-34 | 5.1431165325271e-35 |
348 | 1 | 4.32316889746375e-34 | 2.16158444873187e-34 |
349 | 1 | 1.80543783726721e-33 | 9.02718918633606e-34 |
350 | 1 | 7.78075463223385e-33 | 3.89037731611693e-33 |
351 | 1 | 3.33960429903758e-32 | 1.66980214951879e-32 |
352 | 1 | 1.34927952370037e-31 | 6.74639761850184e-32 |
353 | 1 | 5.74622936921159e-31 | 2.87311468460579e-31 |
354 | 1 | 2.29593118374274e-30 | 1.14796559187137e-30 |
355 | 1 | 9.29033743241715e-30 | 4.64516871620858e-30 |
356 | 1 | 3.73444380954682e-29 | 1.86722190477341e-29 |
357 | 1 | 1.04995813493830e-28 | 5.24979067469149e-29 |
358 | 1 | 4.14663132564331e-28 | 2.07331566282165e-28 |
359 | 1 | 1.62663203102784e-27 | 8.13316015513919e-28 |
360 | 1 | 6.33773284103235e-27 | 3.16886642051618e-27 |
361 | 1 | 2.44298238659364e-26 | 1.22149119329682e-26 |
362 | 1 | 9.38769587699665e-26 | 4.69384793849832e-26 |
363 | 1 | 3.58246346055079e-25 | 1.79123173027540e-25 |
364 | 1 | 1.31485088243468e-24 | 6.57425441217342e-25 |
365 | 1 | 4.997395146667e-24 | 2.4986975733335e-24 |
366 | 1 | 1.86774330664146e-23 | 9.33871653320732e-24 |
367 | 1 | 6.93039189057153e-23 | 3.46519594528576e-23 |
368 | 1 | 2.55287129485888e-22 | 1.27643564742944e-22 |
369 | 1 | 9.33447939358872e-22 | 4.66723969679436e-22 |
370 | 1 | 3.38533211681486e-21 | 1.69266605840743e-21 |
371 | 1 | 1.21939820470908e-20 | 6.09699102354538e-21 |
372 | 1 | 4.45404905446329e-20 | 2.22702452723165e-20 |
373 | 1 | 1.45075896699245e-19 | 7.25379483496224e-20 |
374 | 1 | 4.6950248831174e-19 | 2.3475124415587e-19 |
375 | 1 | 1.63499701731303e-18 | 8.17498508656516e-19 |
376 | 1 | 5.64717572754235e-18 | 2.82358786377117e-18 |
377 | 1 | 1.86436290814172e-17 | 9.32181454070862e-18 |
378 | 1 | 6.42256928879943e-17 | 3.21128464439971e-17 |
379 | 1 | 2.17724961560556e-16 | 1.08862480780278e-16 |
380 | 1 | 7.28405299470894e-16 | 3.64202649735447e-16 |
381 | 0.999999999999999 | 2.41346607939944e-15 | 1.20673303969972e-15 |
382 | 0.999999999999996 | 7.01294055827668e-15 | 3.50647027913834e-15 |
383 | 0.999999999999989 | 2.28226845724674e-14 | 1.14113422862337e-14 |
384 | 0.999999999999963 | 7.34054081253785e-14 | 3.67027040626893e-14 |
385 | 0.999999999999884 | 2.31850165636873e-13 | 1.15925082818436e-13 |
386 | 0.999999999999811 | 3.77102744878401e-13 | 1.88551372439201e-13 |
387 | 0.999999999999404 | 1.19259360371275e-12 | 5.96296801856375e-13 |
388 | 0.999999999998147 | 3.70669381731637e-12 | 1.85334690865819e-12 |
389 | 0.999999999994315 | 1.13701532006563e-11 | 5.68507660032814e-12 |
390 | 0.9999999999828 | 3.43989895522536e-11 | 1.71994947761268e-11 |
391 | 0.999999999948597 | 1.0280678419528e-10 | 5.140339209764e-11 |
392 | 0.999999999852173 | 2.95654807596466e-10 | 1.47827403798233e-10 |
393 | 0.999999999637469 | 7.25062428003686e-10 | 3.62531214001843e-10 |
394 | 0.999999999029143 | 1.94171368120175e-09 | 9.70856840600873e-10 |
395 | 0.99999999801496 | 3.9700785295724e-09 | 1.9850392647862e-09 |
396 | 0.999999994654643 | 1.06907134546881e-08 | 5.34535672734404e-09 |
397 | 0.999999986638984 | 2.67220314382091e-08 | 1.33610157191046e-08 |
398 | 0.99999997705688 | 4.58862415887491e-08 | 2.29431207943746e-08 |
399 | 0.9999999399516 | 1.20096798254343e-07 | 6.00483991271714e-08 |
400 | 0.999999838919695 | 3.22160610583972e-07 | 1.61080305291986e-07 |
401 | 0.999999588951967 | 8.22096066272162e-07 | 4.11048033136081e-07 |
402 | 0.999998938988672 | 2.12202265693669e-06 | 1.06101132846835e-06 |
403 | 0.999997296433545 | 5.40713291101324e-06 | 2.70356645550662e-06 |
404 | 0.999993970105258 | 1.20597894831901e-05 | 6.02989474159505e-06 |
405 | 0.999986127270917 | 2.77454581655989e-05 | 1.38727290827994e-05 |
406 | 0.999966606672247 | 6.67866555062828e-05 | 3.33933277531414e-05 |
407 | 0.999921570753624 | 0.000156858492752647 | 7.84292463763234e-05 |
408 | 0.99982079091799 | 0.000358418164019834 | 0.000179209082009917 |
409 | 0.99960094680816 | 0.000798106383681814 | 0.000399053191840907 |
410 | 0.999277236987899 | 0.00144552602420279 | 0.000722763012101397 |
411 | 0.998513540286393 | 0.00297291942721322 | 0.00148645971360661 |
412 | 0.99699943600281 | 0.00600112799437848 | 0.00300056399718924 |
413 | 0.993929519675075 | 0.0121409606498509 | 0.00607048032492544 |
414 | 0.99314980617724 | 0.0137003876455187 | 0.00685019382275933 |
415 | 0.990406330696463 | 0.0191873386070741 | 0.00959366930353705 |
416 | 0.985037889242884 | 0.0299242215142318 | 0.0149621107571159 |
417 | 0.99420557060323 | 0.0115888587935406 | 0.00579442939677029 |
418 | 0.989281253741904 | 0.0214374925161914 | 0.0107187462580957 |
419 | 0.97832940252721 | 0.0433411949455803 | 0.0216705974727902 |
420 | 0.959169969938644 | 0.0816600601227123 | 0.0408300300613562 |
421 | 0.943718131811401 | 0.112563736377198 | 0.056281868188599 |
422 | 0.878582896353733 | 0.242834207292533 | 0.121417103646267 |
423 | 0.836441870435396 | 0.327116259129208 | 0.163558129564604 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 405 | 0.973557692307692 | NOK |
5% type I error level | 412 | 0.990384615384615 | NOK |
10% type I error level | 413 | 0.992788461538462 | NOK |