Multiple Linear Regression - Estimated Regression Equation |
Columbia[t] = + 79.113943825441 -0.00873006736163088t + 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) | 79.113943825441 | 1.991731 | 39.7212 | 0 | 0 |
t | -0.00873006736163088 | 0.009563 | -0.9129 | 0.361899 | 0.18095 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.0481932311722504 |
R-squared | 0.00232258753082197 |
Adjusted R-squared | -0.000464220883896527 |
F-TEST (value) | 0.833422031652894 |
F-TEST (DF numerator) | 1 |
F-TEST (DF denominator) | 358 |
p-value | 0.361899249430657 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 18.8558692867702 |
Sum Squared Residuals | 127284.682748395 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 87.28 | 79.1052137580793 | 8.17478624192073 |
2 | 87.28 | 79.0964836907178 | 8.18351630928222 |
3 | 87.09 | 79.0877536233562 | 8.00224637664386 |
4 | 86.92 | 79.0790235559945 | 7.84097644400548 |
5 | 87.59 | 79.0702934886329 | 8.51970651136712 |
6 | 90.72 | 79.0615634212713 | 11.6584365787287 |
7 | 90.69 | 79.0528333539096 | 11.6371666460904 |
8 | 90.3 | 79.044103286548 | 11.255896713452 |
9 | 89.55 | 79.0353732191864 | 10.5146267808136 |
10 | 88.94 | 79.0266431518247 | 9.91335684817527 |
11 | 88.41 | 79.0179130844631 | 9.39208691553689 |
12 | 87.82 | 79.0091830171015 | 8.81081698289852 |
13 | 87.07 | 79.0004529497398 | 8.06954705026015 |
14 | 86.82 | 78.9917228823782 | 7.82827711762179 |
15 | 86.4 | 78.9829928150166 | 7.41700718498343 |
16 | 86.02 | 78.9742627476549 | 7.04573725234505 |
17 | 85.66 | 78.9655326802933 | 6.69446731970668 |
18 | 85.32 | 78.9568026129317 | 6.36319738706831 |
19 | 85 | 78.9480725455701 | 6.05192745442995 |
20 | 84.67 | 78.9393424782084 | 5.73065752179158 |
21 | 83.94 | 78.9306124108468 | 5.00938758915321 |
22 | 82.83 | 78.9218823434852 | 3.90811765651484 |
23 | 81.95 | 78.9131522761235 | 3.03684772387647 |
24 | 81.19 | 78.9044222087619 | 2.2855777912381 |
25 | 80.48 | 78.8956921414003 | 1.58430785859973 |
26 | 78.86 | 78.8869620740386 | -0.0269620740386387 |
27 | 69.47 | 78.878232006677 | -9.40823200667701 |
28 | 68.77 | 78.8695019393154 | -10.0995019393154 |
29 | 70.06 | 78.8607718719537 | -8.80077187195374 |
30 | 73.95 | 78.8520418045921 | -4.90204180459211 |
31 | 75.8 | 78.8433117372305 | -3.04331173723049 |
32 | 77.79 | 78.8345816698689 | -1.04458166986885 |
33 | 81.57 | 78.8258516025072 | 2.74414839749277 |
34 | 83.07 | 78.8171215351456 | 4.2528784648544 |
35 | 84.34 | 78.808391467784 | 5.53160853221604 |
36 | 85.1 | 78.7996614004223 | 6.30033859957766 |
37 | 85.25 | 78.7909313330607 | 6.4590686669393 |
38 | 84.26 | 78.7822012656991 | 5.47779873430094 |
39 | 83.63 | 78.7734711983374 | 4.85652880166256 |
40 | 86.44 | 78.7647411309758 | 7.67525886902419 |
41 | 85.3 | 78.7560110636142 | 6.54398893638582 |
42 | 84.1 | 78.7472809962525 | 5.35271900374745 |
43 | 83.36 | 78.7385509288909 | 4.62144907110909 |
44 | 82.48 | 78.7298208615293 | 3.75017913847072 |
45 | 81.58 | 78.7210907941677 | 2.85890920583235 |
46 | 80.47 | 78.712360726806 | 1.75763927319398 |
47 | 79.34 | 78.7036306594444 | 0.636369340555614 |
48 | 82.13 | 78.6949005920828 | 3.43509940791724 |
49 | 81.69 | 78.6861705247211 | 3.00382947527887 |
50 | 80.7 | 78.6774404573595 | 2.02255954264051 |
51 | 79.88 | 78.6687103899979 | 1.21128961000213 |
52 | 79.16 | 78.6599803226362 | 0.500019677363762 |
53 | 78.38 | 78.6512502552746 | -0.271250255274609 |
54 | 77.42 | 78.642520187913 | -1.22252018791297 |
55 | 76.47 | 78.6337901205513 | -2.16379012055134 |
56 | 75.46 | 78.6250600531897 | -3.16506005318972 |
57 | 74.48 | 78.6163299858281 | -4.13632998582808 |
58 | 78.27 | 78.6075999184664 | -0.337599918466454 |
59 | 80.7 | 78.5988698511048 | 2.10113014889518 |
60 | 79.91 | 78.5901397837432 | 1.31986021625681 |
61 | 78.75 | 78.5814097163816 | 0.168590283618443 |
62 | 77.78 | 78.5726796490199 | -0.792679649019925 |
63 | 81.14 | 78.5639495816583 | 2.5760504183417 |
64 | 81.08 | 78.5552195142967 | 2.52478048570333 |
65 | 80.03 | 78.546489446935 | 1.48351055306497 |
66 | 78.91 | 78.5377593795734 | 0.372240620426594 |
67 | 78.01 | 78.5290293122118 | -0.519029312211767 |
68 | 76.9 | 78.5202992448501 | -1.62029924485014 |
69 | 75.97 | 78.5115691774885 | -2.54156917748851 |
70 | 81.93 | 78.5028391101269 | 3.42716088987313 |
71 | 80.27 | 78.4941090427652 | 1.77589095723475 |
72 | 78.67 | 78.4853789754036 | 0.184621024596384 |
73 | 77.42 | 78.476648908042 | -1.05664890804199 |
74 | 76.16 | 78.4679188406804 | -2.30791884068036 |
75 | 74.7 | 78.4591887733187 | -3.75918877331872 |
76 | 76.39 | 78.4504587059571 | -2.06045870595709 |
77 | 76.04 | 78.4417286385955 | -2.40172863859546 |
78 | 74.65 | 78.4329985712338 | -3.78299857123383 |
79 | 73.29 | 78.4242685038722 | -5.1342685038722 |
80 | 71.79 | 78.4155384365106 | -6.62553843651056 |
81 | 74.39 | 78.4068083691489 | -4.01680836914894 |
82 | 74.91 | 78.3980783017873 | -3.48807830178731 |
83 | 74.54 | 78.3893482344257 | -3.84934823442567 |
84 | 73.08 | 78.380618167064 | -5.30061816706405 |
85 | 72.75 | 78.3718880997024 | -5.62188809970242 |
86 | 71.32 | 78.3631580323408 | -7.04315803234079 |
87 | 70.38 | 78.3544279649792 | -7.97442796497916 |
88 | 70.35 | 78.3456978976175 | -7.99569789761753 |
89 | 70.01 | 78.3369678302559 | -8.32696783025589 |
90 | 69.36 | 78.3282377628943 | -8.96823776289426 |
91 | 67.77 | 78.3195076955326 | -10.5495076955326 |
92 | 69.26 | 78.310777628171 | -9.050777628171 |
93 | 69.8 | 78.3020475608094 | -8.50204756080937 |
94 | 68.38 | 78.2933174934477 | -9.91331749344774 |
95 | 67.62 | 78.2845874260861 | -10.6645874260861 |
96 | 68.39 | 78.2758573587245 | -9.88585735872448 |
97 | 66.95 | 78.2671272913628 | -11.3171272913628 |
98 | 65.21 | 78.2583972240012 | -13.0483972240012 |
99 | 66.64 | 78.2496671566396 | -11.6096671566396 |
100 | 63.45 | 78.2409370892779 | -14.790937089278 |
101 | 60.66 | 78.2322070219163 | -17.5722070219163 |
102 | 62.34 | 78.2234769545547 | -15.8834769545547 |
103 | 60.32 | 78.2147468871931 | -17.8947468871931 |
104 | 58.64 | 78.2060168198314 | -19.5660168198314 |
105 | 60.46 | 78.1972867524698 | -17.7372867524698 |
106 | 58.59 | 78.1885566851082 | -19.5985566851082 |
107 | 61.87 | 78.1798266177465 | -16.3098266177465 |
108 | 61.85 | 78.1710965503849 | -16.3210965503849 |
109 | 67.44 | 78.1623664830233 | -10.7223664830233 |
110 | 77.06 | 78.1536364156617 | -1.09363641566164 |
111 | 91.74 | 78.1449063483 | 13.5950936517 |
112 | 93.15 | 78.1361762809384 | 15.0138237190616 |
113 | 94.15 | 78.1274462135767 | 16.0225537864233 |
114 | 93.11 | 78.1187161462151 | 14.9912838537849 |
115 | 91.51 | 78.1099860788535 | 13.4000139211465 |
116 | 89.96 | 78.1012560114919 | 11.8587439885081 |
117 | 88.16 | 78.0925259441302 | 10.0674740558698 |
118 | 86.98 | 78.0837958767686 | 8.89620412323141 |
119 | 88.03 | 78.075065809407 | 9.95493419059303 |
120 | 86.24 | 78.0663357420453 | 8.17366425795466 |
121 | 84.65 | 78.0576056746837 | 6.5923943253163 |
122 | 83.23 | 78.0488756073221 | 5.18112439267793 |
123 | 81.7 | 78.0401455399604 | 3.65985446003956 |
124 | 80.25 | 78.0314154725988 | 2.21858452740119 |
125 | 78.8 | 78.0226854052372 | 0.777314594762816 |
126 | 77.51 | 78.0139553378755 | -0.503955337875545 |
127 | 76.2 | 78.0052252705139 | -1.80522527051392 |
128 | 75.04 | 77.9964952031523 | -2.95649520315228 |
129 | 74 | 77.9877651357907 | -3.98776513579066 |
130 | 75.49 | 77.979035068429 | -2.48903506842903 |
131 | 77.14 | 77.9703050010674 | -0.830305001067395 |
132 | 76.15 | 77.9615749337058 | -1.81157493370576 |
133 | 76.27 | 77.9528448663441 | -1.68284486634414 |
134 | 78.19 | 77.9441147989825 | 0.245885201017495 |
135 | 76.49 | 77.9353847316209 | -1.44538473162088 |
136 | 77.31 | 77.9266546642592 | -0.616654664259239 |
137 | 76.65 | 77.9179245968976 | -1.2679245968976 |
138 | 74.99 | 77.909194529536 | -2.91919452953598 |
139 | 73.51 | 77.9004644621743 | -4.39046446217434 |
140 | 72.07 | 77.8917343948127 | -5.82173439481272 |
141 | 70.59 | 77.8830043274511 | -7.29300432745108 |
142 | 71.96 | 77.8742742600895 | -5.91427426008946 |
143 | 76.29 | 77.8655441927278 | -1.57554419272782 |
144 | 74.86 | 77.8568141253662 | -2.99681412536619 |
145 | 74.93 | 77.8480840580046 | -2.91808405800456 |
146 | 71.9 | 77.8393539906429 | -5.93935399064293 |
147 | 71.01 | 77.8306239232813 | -6.8206239232813 |
148 | 77.47 | 77.8218938559197 | -0.351893855919672 |
149 | 75.78 | 77.813163788558 | -2.03316378855804 |
150 | 76.6 | 77.8044337211964 | -1.20443372119641 |
151 | 76.07 | 77.7957036538348 | -1.72570365383478 |
152 | 74.57 | 77.7869735864732 | -3.21697358647315 |
153 | 73.02 | 77.7782435191115 | -4.75824351911152 |
154 | 72.65 | 77.7695134517499 | -5.11951345174988 |
155 | 73.16 | 77.7607833843882 | -4.60078338438826 |
156 | 71.53 | 77.7520533170266 | -6.22205331702662 |
157 | 69.78 | 77.743323249665 | -7.96332324966499 |
158 | 67.98 | 77.7345931823034 | -9.75459318230336 |
159 | 69.96 | 77.7258631149417 | -7.76586311494174 |
160 | 72.16 | 77.7171330475801 | -5.5571330475801 |
161 | 70.47 | 77.7084029802185 | -7.23840298021847 |
162 | 68.86 | 77.6996729128568 | -8.83967291285684 |
163 | 67.37 | 77.6909428454952 | -10.3209428454952 |
164 | 65.87 | 77.6822127781336 | -11.8122127781336 |
165 | 72.16 | 77.6734827107719 | -5.51348271077195 |
166 | 71.34 | 77.6647526434103 | -6.32475264341031 |
167 | 69.93 | 77.6560225760487 | -7.72602257604868 |
168 | 68.44 | 77.6472925086871 | -9.20729250868706 |
169 | 67.16 | 77.6385624413254 | -10.4785624413254 |
170 | 66.01 | 77.6298323739638 | -11.6198323739638 |
171 | 67.25 | 77.6211023066022 | -10.3711023066022 |
172 | 70.91 | 77.6123722392405 | -6.70237223924053 |
173 | 69.75 | 77.6036421718789 | -7.8536421718789 |
174 | 68.59 | 77.5949121045173 | -9.00491210451727 |
175 | 67.48 | 77.5861820371556 | -10.1061820371556 |
176 | 66.31 | 77.577451969794 | -11.267451969794 |
177 | 64.81 | 77.5687219024324 | -12.7587219024324 |
178 | 66.58 | 77.5599918350707 | -10.9799918350707 |
179 | 65.97 | 77.5512617677091 | -11.5812617677091 |
180 | 64.7 | 77.5425317003475 | -12.8425317003475 |
181 | 64.7 | 77.5338016329859 | -12.8338016329858 |
182 | 60.94 | 77.5250715656242 | -16.5850715656242 |
183 | 59.08 | 77.5163414982626 | -18.4363414982626 |
184 | 58.42 | 77.507611430901 | -19.087611430901 |
185 | 57.77 | 77.4988813635393 | -19.7288813635393 |
186 | 57.11 | 77.4901512961777 | -20.3801512961777 |
187 | 53.31 | 77.4814212288161 | -24.1714212288161 |
188 | 49.96 | 77.4726911614544 | -27.5126911614544 |
189 | 49.4 | 77.4639610940928 | -28.0639610940928 |
190 | 48.84 | 77.4552310267312 | -28.6152310267312 |
191 | 48.3 | 77.4465009593695 | -29.1465009593695 |
192 | 47.74 | 77.4377708920079 | -29.6977708920079 |
193 | 47.24 | 77.4290408246463 | -30.1890408246463 |
194 | 46.76 | 77.4203107572847 | -30.6603107572847 |
195 | 46.29 | 77.411580689923 | -31.121580689923 |
196 | 48.9 | 77.4028506225614 | -28.5028506225614 |
197 | 49.23 | 77.3941205551998 | -28.1641205551998 |
198 | 48.53 | 77.3853904878381 | -28.8553904878381 |
199 | 48.03 | 77.3766604204765 | -29.3466604204765 |
200 | 54.34 | 77.3679303531149 | -23.0279303531149 |
201 | 53.79 | 77.3592002857532 | -23.5692002857532 |
202 | 53.24 | 77.3504702183916 | -24.1104702183916 |
203 | 52.96 | 77.34174015103 | -24.38174015103 |
204 | 52.17 | 77.3330100836683 | -25.1630100836683 |
205 | 51.7 | 77.3242800163067 | -25.6242800163067 |
206 | 58.55 | 77.3155499489451 | -18.7655499489451 |
207 | 78.2 | 77.3068198815835 | 0.893180118416554 |
208 | 77.03 | 77.2980898142218 | -0.268089814221817 |
209 | 76.19 | 77.2893597468602 | -1.09935974686019 |
210 | 77.15 | 77.2806296794986 | -0.130629679498551 |
211 | 75.87 | 77.2718996121369 | -1.40189961213692 |
212 | 95.47 | 77.2631695447753 | 18.2068304552247 |
213 | 109.67 | 77.2544394774137 | 32.4155605225863 |
214 | 112.28 | 77.245709410052 | 35.034290589948 |
215 | 112.01 | 77.2369793426904 | 34.7730206573096 |
216 | 107.93 | 77.2282492753288 | 30.7017507246712 |
217 | 105.96 | 77.2195192079671 | 28.7404807920329 |
218 | 105.06 | 77.2107891406055 | 27.8492108593945 |
219 | 102.98 | 77.2020590732439 | 25.7779409267561 |
220 | 102.2 | 77.1933290058822 | 25.0066709941178 |
221 | 105.23 | 77.1845989385206 | 28.0454010614794 |
222 | 101.85 | 77.175868871159 | 24.674131128841 |
223 | 99.89 | 77.1671388037974 | 22.7228611962026 |
224 | 96.23 | 77.1584087364357 | 19.0715912635643 |
225 | 94.76 | 77.1496786690741 | 17.6103213309259 |
226 | 91.51 | 77.1409486017125 | 14.3690513982875 |
227 | 91.63 | 77.1322185343508 | 14.4977814656492 |
228 | 91.54 | 77.1234884669892 | 14.4165115330108 |
229 | 85.23 | 77.1147583996276 | 8.11524160037244 |
230 | 87.83 | 77.1060283322659 | 10.7239716677341 |
231 | 87.38 | 77.0972982649043 | 10.2827017350957 |
232 | 84.44 | 77.0885681975427 | 7.35143180245732 |
233 | 85.19 | 77.079838130181 | 8.11016186981895 |
234 | 84.03 | 77.0711080628194 | 6.95889193718059 |
235 | 86.73 | 77.0623779954578 | 9.66762200454222 |
236 | 102.52 | 77.0536479280962 | 25.4663520719038 |
237 | 104.45 | 77.0449178607345 | 27.4050821392655 |
238 | 106.98 | 77.0361877933729 | 29.9438122066271 |
239 | 107.02 | 77.0274577260113 | 29.9925422739887 |
240 | 99.26 | 77.0187276586496 | 22.2412723413504 |
241 | 94.45 | 77.009997591288 | 17.440002408712 |
242 | 113.44 | 77.0012675239264 | 36.4387324760736 |
243 | 157.33 | 76.9925374565647 | 80.3374625434353 |
244 | 147.38 | 76.9838073892031 | 70.3961926107969 |
245 | 171.89 | 76.9750773218415 | 94.9149226781585 |
246 | 171.95 | 76.9663472544799 | 94.9836527455201 |
247 | 132.71 | 76.9576171871182 | 55.7523828128818 |
248 | 126.02 | 76.9488871197566 | 49.0711128802434 |
249 | 121.18 | 76.940157052395 | 44.2398429476051 |
250 | 115.45 | 76.9314269850333 | 38.5185730149667 |
251 | 110.48 | 76.9226969176717 | 33.5573030823283 |
252 | 117.85 | 76.9139668503101 | 40.9360331496899 |
253 | 117.63 | 76.9052367829484 | 40.7247632170516 |
254 | 124.65 | 76.8965067155868 | 47.7534932844132 |
255 | 109.59 | 76.8877766482252 | 32.7022233517748 |
256 | 111.27 | 76.8790465808635 | 34.3909534191365 |
257 | 99.78 | 76.8703165135019 | 22.9096834864981 |
258 | 98.21 | 76.8615864461403 | 21.3484135538597 |
259 | 99.2 | 76.8528563787786 | 22.3471436212214 |
260 | 97.97 | 76.844126311417 | 21.125873688583 |
261 | 89.55 | 76.8353962440554 | 12.7146037559446 |
262 | 87.91 | 76.8266661766937 | 11.0833338233062 |
263 | 93.34 | 76.8179361093321 | 16.5220638906679 |
264 | 94.42 | 76.8092060419705 | 17.6107939580295 |
265 | 93.2 | 76.8004759746089 | 16.3995240253911 |
266 | 90.29 | 76.7917459072472 | 13.4982540927528 |
267 | 91.46 | 76.7830158398856 | 14.6769841601144 |
268 | 89.98 | 76.774285772524 | 13.205714227476 |
269 | 88.35 | 76.7655557051623 | 11.5844442948377 |
270 | 88.41 | 76.7568256378007 | 11.6531743621993 |
271 | 82.44 | 76.7480955704391 | 5.69190442956093 |
272 | 79.89 | 76.7393655030774 | 3.15063449692256 |
273 | 75.69 | 76.7306354357158 | -1.04063543571581 |
274 | 75.66 | 76.7219053683542 | -1.06190536835418 |
275 | 84.5 | 76.7131753009925 | 7.78682469900745 |
276 | 96.73 | 76.7044452336309 | 20.0255547663691 |
277 | 87.48 | 76.6957151662693 | 10.7842848337307 |
278 | 82.39 | 76.6869850989077 | 5.70301490109235 |
279 | 83.48 | 76.678255031546 | 6.80174496845398 |
280 | 79.31 | 76.6695249641844 | 2.64047503581561 |
281 | 78.16 | 76.6607948968228 | 1.49920510317723 |
282 | 72.77 | 76.6520648294611 | -3.88206482946114 |
283 | 72.45 | 76.6433347620995 | -4.1933347620995 |
284 | 68.46 | 76.6346046947379 | -8.17460469473788 |
285 | 67.62 | 76.6258746273762 | -9.00587462737624 |
286 | 68.76 | 76.6171445600146 | -7.8571445600146 |
287 | 70.07 | 76.608414492653 | -6.53841449265298 |
288 | 68.55 | 76.5996844252913 | -8.04968442529135 |
289 | 65.3 | 76.5909543579297 | -11.2909543579297 |
290 | 58.96 | 76.5822242905681 | -17.6222242905681 |
291 | 59.17 | 76.5734942232065 | -17.4034942232065 |
292 | 62.37 | 76.5647641558448 | -14.1947641558448 |
293 | 66.28 | 76.5560340884832 | -10.2760340884832 |
294 | 55.62 | 76.5473040211216 | -20.9273040211216 |
295 | 55.23 | 76.5385739537599 | -21.3085739537599 |
296 | 55.85 | 76.5298438863983 | -20.6798438863983 |
297 | 56.75 | 76.5211138190367 | -19.7711138190367 |
298 | 50.89 | 76.512383751675 | -25.622383751675 |
299 | 53.88 | 76.5036536843134 | -22.6236536843134 |
300 | 52.95 | 76.4949236169518 | -23.5449236169518 |
301 | 55.08 | 76.4861935495902 | -21.4061935495901 |
302 | 53.61 | 76.4774634822285 | -22.8674634822285 |
303 | 58.78 | 76.4687334148669 | -17.6887334148669 |
304 | 61.85 | 76.4600033475052 | -14.6100033475053 |
305 | 55.91 | 76.4512732801436 | -20.5412732801436 |
306 | 53.32 | 76.442543212782 | -23.122543212782 |
307 | 46.41 | 76.4338131454204 | -30.0238131454204 |
308 | 44.57 | 76.4250830780587 | -31.8550830780587 |
309 | 50 | 76.4163530106971 | -26.4163530106971 |
310 | 50 | 76.4076229433355 | -26.4076229433355 |
311 | 53.36 | 76.3988928759738 | -23.0388928759738 |
312 | 46.23 | 76.3901628086122 | -30.1601628086122 |
313 | 50.45 | 76.3814327412506 | -25.9314327412506 |
314 | 49.07 | 76.3727026738889 | -27.3027026738889 |
315 | 45.85 | 76.3639726065273 | -30.5139726065273 |
316 | 48.45 | 76.3552425391657 | -27.9052425391657 |
317 | 49.96 | 76.346512471804 | -26.386512471804 |
318 | 46.53 | 76.3377824044424 | -29.8077824044424 |
319 | 50.51 | 76.3290523370808 | -25.8190523370808 |
320 | 47.58 | 76.3203222697192 | -28.7403222697192 |
321 | 48.05 | 76.3115922023575 | -28.2615922023575 |
322 | 46.84 | 76.3028621349959 | -29.4628621349959 |
323 | 47.67 | 76.2941320676343 | -28.6241320676343 |
324 | 49.16 | 76.2854020002726 | -27.1254020002726 |
325 | 55.54 | 76.276671932911 | -20.736671932911 |
326 | 55.82 | 76.2679418655494 | -20.4479418655494 |
327 | 58.22 | 76.2592117981877 | -18.0392117981877 |
328 | 56.19 | 76.2504817308261 | -20.0604817308261 |
329 | 57.77 | 76.2417516634645 | -18.4717516634645 |
330 | 63.19 | 76.2330215961028 | -13.0430215961029 |
331 | 54.76 | 76.2242915287412 | -21.4642915287412 |
332 | 55.74 | 76.2155614613796 | -20.4755614613796 |
333 | 62.54 | 76.206831394018 | -13.666831394018 |
334 | 61.39 | 76.1981013266563 | -14.8081013266563 |
335 | 69.6 | 76.1893712592947 | -6.5893712592947 |
336 | 79.23 | 76.1806411919331 | 3.04935880806694 |
337 | 80 | 76.1719111245714 | 3.82808887542857 |
338 | 93.68 | 76.1631810572098 | 17.5168189427902 |
339 | 107.63 | 76.1544509898482 | 31.4755490101518 |
340 | 100.18 | 76.1457209224865 | 24.0342790775135 |
341 | 97.3 | 76.1369908551249 | 21.1630091448751 |
342 | 90.45 | 76.1282607877633 | 14.3217392122367 |
343 | 80.64 | 76.1195307204017 | 4.52046927959835 |
344 | 80.58 | 76.11080065304 | 4.46919934695998 |
345 | 75.82 | 76.1020705856784 | -0.282070585678394 |
346 | 85.59 | 76.0933405183168 | 9.49665948168325 |
347 | 89.35 | 76.0846104509551 | 13.2653895490449 |
348 | 89.42 | 76.0758803835935 | 13.3441196164065 |
349 | 104.73 | 76.0671503162319 | 28.6628496837681 |
350 | 95.32 | 76.0584202488702 | 19.2615797511298 |
351 | 89.27 | 76.0496901815086 | 13.2203098184914 |
352 | 90.44 | 76.040960114147 | 14.399039885853 |
353 | 86.97 | 76.0322300467853 | 10.9377699532147 |
354 | 79.98 | 76.0234999794237 | 3.9565000205763 |
355 | 81.22 | 76.0147699120621 | 5.20523008793792 |
356 | 87.35 | 76.0060398447005 | 11.3439601552995 |
357 | 83.64 | 75.9973097773388 | 7.64269022266118 |
358 | 82.22 | 75.9885797099772 | 6.23142029002281 |
359 | 94.4 | 75.9798496426156 | 18.4201503573845 |
360 | 102.18 | 75.9711195752539 | 26.2088804247461 |
Goldfeld-Quandt test for Heteroskedasticity | |||
p-values | Alternative Hypothesis | ||
breakpoint index | greater | 2-sided | less |
5 | 4.6962303768037e-06 | 9.3924607536074e-06 | 0.999995303769623 |
6 | 3.22057119168885e-05 | 6.44114238337771e-05 | 0.999967794288083 |
7 | 2.2443873949294e-06 | 4.4887747898588e-06 | 0.999997755612605 |
8 | 1.23546751602081e-07 | 2.47093503204163e-07 | 0.999999876453248 |
9 | 1.29892905119987e-08 | 2.59785810239975e-08 | 0.999999987010709 |
10 | 2.22676767036905e-09 | 4.4535353407381e-09 | 0.999999997773232 |
11 | 4.3720092485713e-10 | 8.7440184971426e-10 | 0.999999999562799 |
12 | 9.28634581544443e-11 | 1.85726916308889e-10 | 0.999999999907137 |
13 | 2.27724676115081e-11 | 4.55449352230161e-11 | 0.999999999977228 |
14 | 3.94154566370023e-12 | 7.88309132740046e-12 | 0.999999999996058 |
15 | 6.23810097717729e-13 | 1.24762019543546e-12 | 0.999999999999376 |
16 | 8.98189997330854e-14 | 1.79637999466171e-13 | 0.99999999999991 |
17 | 1.18802860793396e-14 | 2.37605721586792e-14 | 0.999999999999988 |
18 | 1.45273212405209e-15 | 2.90546424810419e-15 | 0.999999999999999 |
19 | 1.64961038444706e-16 | 3.29922076889413e-16 | 1 |
20 | 1.77045054540805e-17 | 3.5409010908161e-17 | 1 |
21 | 2.2329668196983e-18 | 4.46593363939661e-18 | 1 |
22 | 4.32005143571531e-19 | 8.64010287143062e-19 | 1 |
23 | 1.0217579878799e-19 | 2.04351597575981e-19 | 1 |
24 | 2.53723420316595e-20 | 5.07446840633191e-20 | 1 |
25 | 6.22057024455826e-21 | 1.24411404891165e-20 | 1 |
26 | 3.26466918487606e-21 | 6.52933836975212e-21 | 1 |
27 | 4.77734052698971e-17 | 9.55468105397943e-17 | 1 |
28 | 1.03736541710865e-15 | 2.07473083421729e-15 | 0.999999999999999 |
29 | 1.21913049614344e-15 | 2.43826099228688e-15 | 0.999999999999999 |
30 | 2.49813736193033e-16 | 4.99627472386066e-16 | 1 |
31 | 4.47746106732231e-17 | 8.95492213464461e-17 | 1 |
32 | 1.10785263499761e-17 | 2.21570526999522e-17 | 1 |
33 | 1.09805012020898e-17 | 2.19610024041796e-17 | 1 |
34 | 1.72082609647193e-17 | 3.44165219294386e-17 | 1 |
35 | 3.35144959390583e-17 | 6.70289918781167e-17 | 1 |
36 | 5.9177446561853e-17 | 1.18354893123706e-16 | 1 |
37 | 7.52917904191667e-17 | 1.50583580838333e-16 | 1 |
38 | 5.22271832239814e-17 | 1.04454366447963e-16 | 1 |
39 | 2.65630375455165e-17 | 5.3126075091033e-17 | 1 |
40 | 2.81563008577915e-17 | 5.6312601715583e-17 | 1 |
41 | 1.70749058304831e-17 | 3.41498116609662e-17 | 1 |
42 | 7.04367274032731e-18 | 1.40873454806546e-17 | 1 |
43 | 2.40924518171767e-18 | 4.81849036343534e-18 | 1 |
44 | 7.02936076681171e-19 | 1.40587215336234e-18 | 1 |
45 | 1.82789075471885e-19 | 3.6557815094377e-19 | 1 |
46 | 4.34986356489966e-20 | 8.69972712979931e-20 | 1 |
47 | 9.92608737953694e-21 | 1.98521747590739e-20 | 1 |
48 | 2.75987816121591e-21 | 5.51975632243183e-21 | 1 |
49 | 7.17287513209576e-22 | 1.43457502641915e-21 | 1 |
50 | 1.6849105666746e-22 | 3.3698211333492e-22 | 1 |
51 | 3.75757163537697e-23 | 7.51514327075393e-23 | 1 |
52 | 8.16435726357657e-24 | 1.63287145271531e-23 | 1 |
53 | 1.75810103514218e-24 | 3.51620207028437e-24 | 1 |
54 | 3.85150218515859e-25 | 7.70300437031718e-25 | 1 |
55 | 8.79213405114314e-26 | 1.75842681022863e-25 | 1 |
56 | 2.15041549364393e-26 | 4.30083098728786e-26 | 1 |
57 | 5.72063166005899e-27 | 1.1441263320118e-26 | 1 |
58 | 1.20354378807067e-27 | 2.40708757614133e-27 | 1 |
59 | 3.38370544787092e-28 | 6.76741089574184e-28 | 1 |
60 | 8.27991456110636e-29 | 1.65598291222127e-28 | 1 |
61 | 1.77126737801814e-29 | 3.54253475603628e-29 | 1 |
62 | 3.56585038853755e-30 | 7.13170077707511e-30 | 1 |
63 | 1.11902843872913e-30 | 2.23805687745826e-30 | 1 |
64 | 3.39525015934702e-31 | 6.79050031869403e-31 | 1 |
65 | 8.33603991061709e-32 | 1.66720798212342e-31 | 1 |
66 | 1.76689975898227e-32 | 3.53379951796454e-32 | 1 |
67 | 3.49670964869854e-33 | 6.99341929739708e-33 | 1 |
68 | 6.717761648434e-34 | 1.3435523296868e-33 | 1 |
69 | 1.30930356601556e-34 | 2.61860713203111e-34 | 1 |
70 | 5.52171897861798e-35 | 1.1043437957236e-34 | 1 |
71 | 1.47697035616439e-35 | 2.95394071232879e-35 | 1 |
72 | 3.06362458531702e-36 | 6.12724917063404e-36 | 1 |
73 | 5.79589579445963e-37 | 1.15917915889193e-36 | 1 |
74 | 1.08615245807065e-37 | 2.1723049161413e-37 | 1 |
75 | 2.22091332508305e-38 | 4.44182665016609e-38 | 1 |
76 | 4.0581788259278e-39 | 8.1163576518556e-39 | 1 |
77 | 7.35557981867923e-40 | 1.47111596373585e-39 | 1 |
78 | 1.40434201393276e-40 | 2.80868402786553e-40 | 1 |
79 | 3.07903797914636e-41 | 6.15807595829271e-41 | 1 |
80 | 8.64309149561761e-42 | 1.72861829912352e-41 | 1 |
81 | 1.56368491529875e-42 | 3.1273698305975e-42 | 1 |
82 | 2.74548237300732e-43 | 5.49096474601463e-43 | 1 |
83 | 4.79814021996592e-44 | 9.59628043993183e-44 | 1 |
84 | 9.07702241301868e-45 | 1.81540448260374e-44 | 1 |
85 | 1.72828421415457e-45 | 3.45656842830915e-45 | 1 |
86 | 3.97529442238155e-46 | 7.95058884476309e-46 | 1 |
87 | 1.05796407496321e-46 | 2.11592814992641e-46 | 1 |
88 | 2.62625461257432e-47 | 5.25250922514863e-47 | 1 |
89 | 6.56522207406799e-48 | 1.3130444148136e-47 | 1 |
90 | 1.78362605769305e-48 | 3.5672521153861e-48 | 1 |
91 | 7.08673945771463e-49 | 1.41734789154293e-48 | 1 |
92 | 1.67113732014284e-49 | 3.34227464028569e-49 | 1 |
93 | 3.36628508362303e-50 | 6.73257016724606e-50 | 1 |
94 | 8.51442423039555e-51 | 1.70288484607911e-50 | 1 |
95 | 2.41428084521101e-51 | 4.82856169042202e-51 | 1 |
96 | 5.2995095908555e-52 | 1.0599019181711e-51 | 1 |
97 | 1.52593703273843e-52 | 3.05187406547686e-52 | 1 |
98 | 6.93689060384618e-53 | 1.38737812076924e-52 | 1 |
99 | 1.798100207142e-53 | 3.59620041428399e-53 | 1 |
100 | 1.24843142404796e-53 | 2.49686284809591e-53 | 1 |
101 | 2.80318515205473e-53 | 5.60637030410947e-53 | 1 |
102 | 1.98606087976619e-53 | 3.97212175953238e-53 | 1 |
103 | 2.88805114890519e-53 | 5.77610229781038e-53 | 1 |
104 | 7.48091591861798e-53 | 1.4961831837236e-52 | 1 |
105 | 5.85711618996187e-53 | 1.17142323799237e-52 | 1 |
106 | 8.46021486157715e-53 | 1.69204297231543e-52 | 1 |
107 | 2.97462897311913e-53 | 5.94925794623826e-53 | 1 |
108 | 9.63924401094788e-54 | 1.92784880218958e-53 | 1 |
109 | 2.05217044310347e-54 | 4.10434088620695e-54 | 1 |
110 | 1.59865919449443e-53 | 3.19731838898886e-53 | 1 |
111 | 1.82967888983626e-47 | 3.65935777967251e-47 | 1 |
112 | 1.02875307990556e-42 | 2.05750615981112e-42 | 1 |
113 | 6.2589700197944e-39 | 1.25179400395888e-38 | 1 |
114 | 2.70225658429885e-36 | 5.4045131685977e-36 | 1 |
115 | 1.64289989013056e-34 | 3.28579978026112e-34 | 1 |
116 | 2.67833885658431e-33 | 5.35667771316862e-33 | 1 |
117 | 1.55890953299206e-32 | 3.11781906598412e-32 | 1 |
118 | 4.9826985309708e-32 | 9.96539706194159e-32 | 1 |
119 | 1.7505815220408e-31 | 3.50116304408159e-31 | 1 |
120 | 3.28800382912357e-31 | 6.57600765824713e-31 | 1 |
121 | 3.94846776868947e-31 | 7.89693553737893e-31 | 1 |
122 | 3.41756830679043e-31 | 6.83513661358085e-31 | 1 |
123 | 2.2345878454553e-31 | 4.46917569091061e-31 | 1 |
124 | 1.17994540286183e-31 | 2.35989080572366e-31 | 1 |
125 | 5.26462825251447e-32 | 1.05292565050289e-31 | 1 |
126 | 2.08951081075403e-32 | 4.17902162150806e-32 | 1 |
127 | 7.59047261963674e-33 | 1.51809452392735e-32 | 1 |
128 | 2.60878206338265e-33 | 5.21756412676531e-33 | 1 |
129 | 8.68088071412657e-34 | 1.73617614282531e-33 | 1 |
130 | 3.01160758809691e-34 | 6.02321517619381e-34 | 1 |
131 | 1.14052404565813e-34 | 2.28104809131627e-34 | 1 |
132 | 4.03839045295319e-35 | 8.07678090590638e-35 | 1 |
133 | 1.43148116823308e-35 | 2.86296233646616e-35 | 1 |
134 | 5.77789025606754e-36 | 1.15557805121351e-35 | 1 |
135 | 2.04614098929193e-36 | 4.09228197858385e-36 | 1 |
136 | 7.59528812961687e-37 | 1.51905762592337e-36 | 1 |
137 | 2.68126772800715e-37 | 5.3625354560143e-37 | 1 |
138 | 8.71353215924589e-38 | 1.74270643184918e-37 | 1 |
139 | 2.73307223982534e-38 | 5.46614447965068e-38 | 1 |
140 | 8.56239128249506e-39 | 1.71247825649901e-38 | 1 |
141 | 2.76948113155684e-39 | 5.53896226311368e-39 | 1 |
142 | 8.58225330247617e-40 | 1.71645066049523e-39 | 1 |
143 | 2.95165929558563e-40 | 5.90331859117126e-40 | 1 |
144 | 9.3936179590227e-41 | 1.87872359180454e-40 | 1 |
145 | 2.98436182724855e-41 | 5.9687236544971e-41 | 1 |
146 | 9.06360855081672e-42 | 1.81272171016334e-41 | 1 |
147 | 2.7852915181148e-42 | 5.5705830362296e-42 | 1 |
148 | 1.04217205053343e-42 | 2.08434410106687e-42 | 1 |
149 | 3.41610631160729e-43 | 6.83221262321457e-43 | 1 |
150 | 1.17552142291769e-43 | 2.35104284583538e-43 | 1 |
151 | 3.87690315917334e-44 | 7.75380631834668e-44 | 1 |
152 | 1.18054622828253e-44 | 2.36109245656506e-44 | 1 |
153 | 3.45894542675954e-45 | 6.91789085351909e-45 | 1 |
154 | 1.0069276552404e-45 | 2.01385531048081e-45 | 1 |
155 | 2.92929993886757e-46 | 5.85859987773514e-46 | 1 |
156 | 8.51227822634117e-47 | 1.70245564526823e-46 | 1 |
157 | 2.60368774826628e-47 | 5.20737549653257e-47 | 1 |
158 | 8.86538840874186e-48 | 1.77307768174837e-47 | 1 |
159 | 2.64528883624358e-48 | 5.29057767248716e-48 | 1 |
160 | 7.53059078464704e-49 | 1.50611815692941e-48 | 1 |
161 | 2.17996818997108e-49 | 4.35993637994216e-49 | 1 |
162 | 6.72362001428777e-50 | 1.34472400285755e-49 | 1 |
163 | 2.28629951680585e-50 | 4.57259903361169e-50 | 1 |
164 | 8.8953733662603e-51 | 1.77907467325206e-50 | 1 |
165 | 2.5213006579751e-51 | 5.0426013159502e-51 | 1 |
166 | 7.08135154593002e-52 | 1.416270309186e-51 | 1 |
167 | 2.02135835929573e-52 | 4.04271671859146e-52 | 1 |
168 | 6.11145991339068e-53 | 1.22229198267814e-52 | 1 |
169 | 2.00162738128609e-53 | 4.00325476257218e-53 | 1 |
170 | 7.20338179889474e-54 | 1.44067635977895e-53 | 1 |
171 | 2.29944478574654e-54 | 4.59888957149307e-54 | 1 |
172 | 6.43769722128152e-55 | 1.2875394442563e-54 | 1 |
173 | 1.81384247160037e-55 | 3.62768494320075e-55 | 1 |
174 | 5.27897920841447e-56 | 1.05579584168289e-55 | 1 |
175 | 1.6224761434556e-56 | 3.2449522869112e-56 | 1 |
176 | 5.41300349746907e-57 | 1.08260069949381e-56 | 1 |
177 | 2.08437560539798e-57 | 4.16875121079596e-57 | 1 |
178 | 6.71487571074901e-58 | 1.3429751421498e-57 | 1 |
179 | 2.26155925811948e-58 | 4.52311851623896e-58 | 1 |
180 | 8.58412398956378e-59 | 1.71682479791276e-58 | 1 |
181 | 3.23286205795983e-59 | 6.46572411591966e-59 | 1 |
182 | 2.10287498317727e-59 | 4.20574996635454e-59 | 1 |
183 | 1.94646970422325e-59 | 3.89293940844651e-59 | 1 |
184 | 2.01393216120182e-59 | 4.02786432240364e-59 | 1 |
185 | 2.3319136803622e-59 | 4.6638273607244e-59 | 1 |
186 | 3.03959792112107e-59 | 6.07919584224214e-59 | 1 |
187 | 1.08717492111831e-58 | 2.17434984223663e-58 | 1 |
188 | 1.09247087151207e-57 | 2.18494174302413e-57 | 1 |
189 | 1.15045640929907e-56 | 2.30091281859814e-56 | 1 |
190 | 1.28020459580308e-55 | 2.56040919160616e-55 | 1 |
191 | 1.50830639892647e-54 | 3.01661279785294e-54 | 1 |
192 | 1.91395239936329e-53 | 3.82790479872658e-53 | 1 |
193 | 2.59009994207294e-52 | 5.18019988414587e-52 | 1 |
194 | 3.76085574656371e-51 | 7.52171149312742e-51 | 1 |
195 | 5.92308853713113e-50 | 1.18461770742623e-49 | 1 |
196 | 4.0227852838393e-49 | 8.0455705676786e-49 | 1 |
197 | 2.51575144740858e-48 | 5.03150289481717e-48 | 1 |
198 | 1.95266604327026e-47 | 3.90533208654052e-47 | 1 |
199 | 1.80631428731262e-46 | 3.61262857462523e-46 | 1 |
200 | 4.28334941466117e-46 | 8.56669882932234e-46 | 1 |
201 | 1.2242288791854e-45 | 2.44845775837079e-45 | 1 |
202 | 4.28729881290545e-45 | 8.57459762581089e-45 | 1 |
203 | 1.77623518660073e-44 | 3.55247037320147e-44 | 1 |
204 | 9.82678828500737e-44 | 1.96535765700147e-43 | 1 |
205 | 6.96903679121445e-43 | 1.39380735824289e-42 | 1 |
206 | 1.90030472990765e-42 | 3.8006094598153e-42 | 1 |
207 | 1.21716390639847e-41 | 2.43432781279694e-41 | 1 |
208 | 5.92951725994001e-41 | 1.185903451988e-40 | 1 |
209 | 2.45035579714597e-40 | 4.90071159429193e-40 | 1 |
210 | 1.12215952852119e-39 | 2.24431905704238e-39 | 1 |
211 | 4.24618586541685e-39 | 8.4923717308337e-39 | 1 |
212 | 1.37450807247308e-36 | 2.74901614494616e-36 | 1 |
213 | 3.50409439118731e-32 | 7.00818878237462e-32 | 1 |
214 | 2.81210706753651e-28 | 5.62421413507303e-28 | 1 |
215 | 3.39315813383107e-25 | 6.78631626766213e-25 | 1 |
216 | 3.96848355835015e-23 | 7.9369671167003e-23 | 1 |
217 | 1.4822802443103e-21 | 2.9645604886206e-21 | 1 |
218 | 2.85447561530612e-20 | 5.70895123061223e-20 | 1 |
219 | 2.70450806312927e-19 | 5.40901612625853e-19 | 1 |
220 | 1.76101682180867e-18 | 3.52203364361734e-18 | 1 |
221 | 1.39096746766592e-17 | 2.78193493533184e-17 | 1 |
222 | 5.67534400809504e-17 | 1.13506880161901e-16 | 1 |
223 | 1.61866372841198e-16 | 3.23732745682395e-16 | 1 |
224 | 3.00602996907844e-16 | 6.01205993815687e-16 | 1 |
225 | 4.69212443875309e-16 | 9.38424887750618e-16 | 1 |
226 | 5.7415380635012e-16 | 1.14830761270024e-15 | 0.999999999999999 |
227 | 6.84226480559885e-16 | 1.36845296111977e-15 | 0.999999999999999 |
228 | 7.87057435022518e-16 | 1.57411487004504e-15 | 0.999999999999999 |
229 | 7.18384136019607e-16 | 1.43676827203921e-15 | 0.999999999999999 |
230 | 6.91296506868544e-16 | 1.38259301373709e-15 | 0.999999999999999 |
231 | 6.48588393768505e-16 | 1.29717678753701e-15 | 0.999999999999999 |
232 | 5.71639067836466e-16 | 1.14327813567293e-15 | 0.999999999999999 |
233 | 5.07100404151265e-16 | 1.01420080830253e-15 | 0.999999999999999 |
234 | 4.434053209777e-16 | 8.868106419554e-16 | 1 |
235 | 4.00114986958914e-16 | 8.00229973917828e-16 | 1 |
236 | 8.01284626364487e-16 | 1.60256925272897e-15 | 0.999999999999999 |
237 | 1.7523675114027e-15 | 3.50473502280539e-15 | 0.999999999999998 |
238 | 4.43387148293189e-15 | 8.86774296586378e-15 | 0.999999999999996 |
239 | 1.02475054495243e-14 | 2.04950108990485e-14 | 0.99999999999999 |
240 | 1.23004744091167e-14 | 2.46009488182334e-14 | 0.999999999999988 |
241 | 1.12853949611149e-14 | 2.25707899222298e-14 | 0.999999999999989 |
242 | 4.11769471759978e-14 | 8.23538943519956e-14 | 0.999999999999959 |
243 | 1.94841522497004e-10 | 3.89683044994008e-10 | 0.999999999805159 |
244 | 2.70180194485019e-08 | 5.40360388970039e-08 | 0.999999972981981 |
245 | 5.90041156924872e-05 | 0.000118008231384974 | 0.999940995884308 |
246 | 0.0112948627367437 | 0.0225897254734874 | 0.988705137263256 |
247 | 0.0318046700592168 | 0.0636093401184337 | 0.968195329940783 |
248 | 0.0607263006120722 | 0.121452601224144 | 0.939273699387928 |
249 | 0.0942959714774678 | 0.188591942954936 | 0.905704028522532 |
250 | 0.123250266723779 | 0.246500533447557 | 0.876749733276221 |
251 | 0.144329503139848 | 0.288659006279696 | 0.855670496860152 |
252 | 0.200008295569022 | 0.400016591138045 | 0.799991704430978 |
253 | 0.272236310480324 | 0.544472620960648 | 0.727763689519676 |
254 | 0.418534348999152 | 0.837068697998305 | 0.581465651000848 |
255 | 0.479400234995016 | 0.958800469990032 | 0.520599765004984 |
256 | 0.559641904664266 | 0.880716190671468 | 0.440358095335734 |
257 | 0.582234409792486 | 0.835531180415028 | 0.417765590207514 |
258 | 0.602114913364057 | 0.795770173271886 | 0.397885086635943 |
259 | 0.630909107753128 | 0.738181784493743 | 0.369090892246872 |
260 | 0.658628755698263 | 0.682742488603474 | 0.341371244301737 |
261 | 0.658010956639605 | 0.68397808672079 | 0.341989043360395 |
262 | 0.65498391573455 | 0.6900321685309 | 0.34501608426545 |
263 | 0.674049856457613 | 0.651900287084774 | 0.325950143542387 |
264 | 0.701970623040056 | 0.596058753919889 | 0.298029376959944 |
265 | 0.728934395246217 | 0.542131209507566 | 0.271065604753783 |
266 | 0.74829469515932 | 0.50341060968136 | 0.25170530484068 |
267 | 0.775784922335095 | 0.44843015532981 | 0.224215077664905 |
268 | 0.800972846575231 | 0.398054306849539 | 0.199027153424769 |
269 | 0.823375972571371 | 0.353248054857258 | 0.176624027428629 |
270 | 0.848449172525062 | 0.303101654949877 | 0.151550827474938 |
271 | 0.85884423317532 | 0.28231153364936 | 0.14115576682468 |
272 | 0.865485198795194 | 0.269029602409612 | 0.134514801204806 |
273 | 0.865931364705916 | 0.268137270588169 | 0.134068635294084 |
274 | 0.867547359074143 | 0.264905281851713 | 0.132452640925857 |
275 | 0.890695065455694 | 0.218609869088613 | 0.109304934544306 |
276 | 0.946715724416623 | 0.106568551166753 | 0.0532842755833767 |
277 | 0.968082845910172 | 0.0638343081796555 | 0.0319171540898278 |
278 | 0.979071717035012 | 0.0418565659299768 | 0.0209282829649884 |
279 | 0.988426261551429 | 0.0231474768971428 | 0.0115737384485714 |
280 | 0.993121318712272 | 0.0137573625754559 | 0.00687868128772793 |
281 | 0.996167274936534 | 0.00766545012693171 | 0.00383272506346586 |
282 | 0.997459707112556 | 0.00508058577488756 | 0.00254029288744378 |
283 | 0.998425552169808 | 0.00314889566038364 | 0.00157444783019182 |
284 | 0.998889765704189 | 0.00222046859162304 | 0.00111023429581152 |
285 | 0.999229242559283 | 0.00154151488143391 | 0.000770757440716957 |
286 | 0.999531450732397 | 0.000937098535205664 | 0.000468549267602832 |
287 | 0.999765196889339 | 0.000469606221321272 | 0.000234803110660636 |
288 | 0.999884765974597 | 0.000230468050805737 | 0.000115234025402868 |
289 | 0.999935695090322 | 0.000128609819356867 | 6.43049096784333e-05 |
290 | 0.99994948369171 | 0.000101032616579507 | 5.05163082897534e-05 |
291 | 0.999961567515964 | 7.68649680713741e-05 | 3.8432484035687e-05 |
292 | 0.999977314793215 | 4.53704135697698e-05 | 2.26852067848849e-05 |
293 | 0.999991666877455 | 1.66662450903145e-05 | 8.33312254515725e-06 |
294 | 0.999993248214023 | 1.35035719540027e-05 | 6.75178597700137e-06 |
295 | 0.999994429682571 | 1.11406348581545e-05 | 5.57031742907727e-06 |
296 | 0.999995608863846 | 8.78227230815905e-06 | 4.39113615407952e-06 |
297 | 0.999996802723757 | 6.39455248514317e-06 | 3.19727624257158e-06 |
298 | 0.99999670765699 | 6.5846860200247e-06 | 3.29234301001235e-06 |
299 | 0.999997045443211 | 5.9091135781262e-06 | 2.9545567890631e-06 |
300 | 0.999997173531668 | 5.65293666349436e-06 | 2.82646833174718e-06 |
301 | 0.999997622650754 | 4.75469849288695e-06 | 2.37734924644347e-06 |
302 | 0.999997787869449 | 4.42426110270141e-06 | 2.2121305513507e-06 |
303 | 0.99999867360474 | 2.65279051929469e-06 | 1.32639525964734e-06 |
304 | 0.999999503375057 | 9.93249886319121e-07 | 4.9662494315956e-07 |
305 | 0.99999966331887 | 6.73362259896012e-07 | 3.36681129948006e-07 |
306 | 0.999999712254594 | 5.7549081118634e-07 | 2.8774540559317e-07 |
307 | 0.999999614670236 | 7.70659528271268e-07 | 3.85329764135634e-07 |
308 | 0.999999440398575 | 1.1192028508431e-06 | 5.59601425421548e-07 |
309 | 0.999999291185289 | 1.41762942135616e-06 | 7.0881471067808e-07 |
310 | 0.999999068693664 | 1.86261267169704e-06 | 9.31306335848519e-07 |
311 | 0.99999895635623 | 2.08728753980112e-06 | 1.04364376990056e-06 |
312 | 0.999998379719721 | 3.24056055844469e-06 | 1.62028027922235e-06 |
313 | 0.999997666311558 | 4.66737688351325e-06 | 2.33368844175663e-06 |
314 | 0.999996385102735 | 7.2297945290403e-06 | 3.61489726452015e-06 |
315 | 0.999994144876967 | 1.17102460668793e-05 | 5.85512303343964e-06 |
316 | 0.999990423077473 | 1.91538450545187e-05 | 9.57692252725936e-06 |
317 | 0.99998429661157 | 3.14067768606983e-05 | 1.57033884303492e-05 |
318 | 0.999974886023871 | 5.02279522588902e-05 | 2.51139761294451e-05 |
319 | 0.999958282287652 | 8.34354246958029e-05 | 4.17177123479015e-05 |
320 | 0.999935095687695 | 0.000129808624610266 | 6.4904312305133e-05 |
321 | 0.999901837188789 | 0.00019632562242125 | 9.81628112106248e-05 |
322 | 0.999867801948931 | 0.000264396102137989 | 0.000132198051068995 |
323 | 0.999830700419803 | 0.000338599160393068 | 0.000169299580196534 |
324 | 0.999788368870357 | 0.000423262259285434 | 0.000211631129642717 |
325 | 0.999673769807519 | 0.000652460384962889 | 0.000326230192481444 |
326 | 0.999523384461239 | 0.000953231077522295 | 0.000476615538761147 |
327 | 0.999287942612893 | 0.00142411477421389 | 0.000712057387106943 |
328 | 0.999110886739526 | 0.00177822652094888 | 0.000889113260474442 |
329 | 0.998927536098243 | 0.00214492780351326 | 0.00107246390175663 |
330 | 0.998473993839864 | 0.00305201232027117 | 0.00152600616013559 |
331 | 0.998986204204834 | 0.00202759159033276 | 0.00101379579516638 |
332 | 0.999537729933978 | 0.000924540132044786 | 0.000462270066022393 |
333 | 0.999715147086557 | 0.000569705826885761 | 0.000284852913442881 |
334 | 0.99992793950258 | 0.000144120994839231 | 7.20604974196156e-05 |
335 | 0.999967946133885 | 6.4107732229674e-05 | 3.2053866114837e-05 |
336 | 0.999961912640159 | 7.61747196828131e-05 | 3.80873598414066e-05 |
337 | 0.999960632695153 | 7.8734609693233e-05 | 3.93673048466165e-05 |
338 | 0.999913422725571 | 0.000173154548858326 | 8.6577274429163e-05 |
339 | 0.999963013300538 | 7.39733989232564e-05 | 3.69866994616282e-05 |
340 | 0.999966663979887 | 6.6672040225135e-05 | 3.33360201125675e-05 |
341 | 0.99996752339505 | 6.49532099002881e-05 | 3.2476604950144e-05 |
342 | 0.999936448005473 | 0.000127103989053083 | 6.35519945265417e-05 |
343 | 0.999853373102849 | 0.000293253794302008 | 0.000146626897151004 |
344 | 0.999696736336768 | 0.000606527326464002 | 0.000303263663232001 |
345 | 0.999750769413364 | 0.000498461173271179 | 0.000249230586635589 |
346 | 0.999464071362711 | 0.00107185727457891 | 0.000535928637289454 |
347 | 0.998678642419064 | 0.00264271516187141 | 0.0013213575809357 |
348 | 0.996879776176317 | 0.00624044764736629 | 0.00312022382368314 |
349 | 0.998480266292986 | 0.00303946741402732 | 0.00151973370701366 |
350 | 0.998273220183384 | 0.00345355963323155 | 0.00172677981661577 |
351 | 0.996559689111578 | 0.00688062177684468 | 0.00344031088842234 |
352 | 0.996456565009462 | 0.00708686998107557 | 0.00354343499053778 |
353 | 0.996531571042105 | 0.0069368579157902 | 0.0034684289578951 |
354 | 0.987795606379649 | 0.0244087872407019 | 0.012204393620351 |
355 | 0.957172277313149 | 0.085655445373701 | 0.0428277226868505 |
Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
Description | # significant tests | % significant tests | OK/NOK |
1% type I error level | 314 | 0.894586894586895 | NOK |
5% type I error level | 319 | 0.908831908831909 | NOK |
10% type I error level | 322 | 0.917378917378917 | NOK |