Multiple Linear Regression - Estimated Regression Equation

russisch[t] = + 45.1935655912548 -0.0119215124708668t + 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)	45.1935655912548	0.153808	293.8314	0	0
t	-0.0119215124708668	0.000542	-22.0058	0	0

Multiple Linear Regression - Regression Statistics
Multiple R	0.705380676898701
R-squared	0.49756189934207
Adjusted R-squared	0.496534418563628
F-TEST (value)	484.254216508794
F-TEST (DF numerator)	1
F-TEST (DF denominator)	489
p-value	0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation	1.70147419323088
Sum Squared Residuals	1415.6620563828

Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or Index	Actuals	Interpolation Forecast	Residuals Prediction Error
1	40.7819	45.1816440787841	-4.39974407878409
2	39.5915	45.1697225663131	-5.57822256631309
3	38.8859	45.1578010538422	-6.27190105384223
4	39.9068	45.1458795413714	-5.23907954137137
5	41.47	45.1339580289005	-3.6639580289005
6	41.5613	45.1220365164296	-3.56073651642963
7	41.6005	45.1101150039588	-3.50961500395877
8	41.4113	45.0981934914879	-3.6868934914879
9	41.84	45.086271979017	-3.24627197901703
10	42.2892	45.0743504665462	-2.78515046654616
11	43.1521	45.0624289540753	-1.9103289540753
12	43.5998	45.0505074416044	-1.45070744160443
13	43.116	45.0385859291336	-1.92258592913356
14	42.4185	45.0266644166627	-2.60816441666269
15	42.3687	45.0147429041918	-2.64604290419183
16	42.2975	45.002821391721	-2.70532139172096
17	42.8528	44.9908998792501	-2.13809987925009
18	43.535	44.9789783667792	-1.44397836677923
19	44.7265	44.9670568543084	-0.240556854308359
20	45.7293	44.9551353418375	0.774164658162508
21	45.7585	44.9432138293666	0.815286170633371
22	46.1685	44.9312923168958	1.23720768310424
23	46.5075	44.9193708044249	1.58812919557511
24	46.527	44.907449291954	1.61955070804598
25	46.601	44.8955277794832	1.70547222051684
26	46.4607	44.8836062670123	1.57709373298771
27	46.7135	44.8716847545414	1.84181524545858
28	46.4113	44.8597632420706	1.55153675792944
29	45.55	44.8478417295997	0.702158270400305
30	44.6081	44.8359202171288	-0.227820217128825
31	44.4395	44.823998704658	-0.384498704657956
32	44.9847	44.8120771921871	0.172622807812905
33	45.7558	44.8001556797162	0.955644320283775
34	45.3942	44.7882341672454	0.60596583275464
35	45.697	44.7763126547745	0.920687345225512
36	45.5664	44.7643911423036	0.802008857696377
37	46.0205	44.7524696298328	1.26803037016724
38	45.9195	44.7405481173619	1.17895188263811
39	45.8005	44.728626604891	1.07187339510898
40	45.535	44.7167050924202	0.81829490757984
41	45.4977	44.7047835799493	0.792916420050712
42	45.5782	44.6928620674784	0.885337932521579
43	45.7697	44.6809405550076	1.08875944499244
44	45.2445	44.6690190425367	0.575480957463313
45	45.0615	44.6570975300658	0.404402469934179
46	45.2865	44.645176017595	0.64132398240504
47	44.791	44.6332545051241	0.157745494875908
48	44.7625	44.6213329926532	0.141167007346781
49	44.7644	44.6094114801824	0.154988519817646
50	44.9973	44.5974899677115	0.399810032288514
51	44.7265	44.5855684552406	0.14093154475938
52	45.1465	44.5736469427698	0.572853057230248
53	44.7465	44.5617254302989	0.18477456970111
54	45.1795	44.549803917828	0.629696082171976
55	45.6515	44.5378824053572	1.11361759464284
56	45.492	44.5259608928863	0.96603910711371
57	45.2775	44.5140393804154	0.763460619584583
58	45.2115	44.5021178679446	0.709382132055447
59	45.411	44.4901963554737	0.920803644526314
60	45.4005	44.4782748430028	0.92222515699718
61	44.7692	44.466353330532	0.302846669468044
62	44.8913	44.4544318180611	0.436868181938914
63	45.032	44.4425103055902	0.589489694409777
64	44.879	44.4305887931194	0.448411206880645
65	44.833	44.4186672806485	0.414332719351512
66	44.8257	44.4067457681776	0.418954231822378
67	44.7815	44.3948242557068	0.386675744293249
68	44.479	44.3829027432359	0.0960972567641135
69	44.6317	44.370981230765	0.260718769234984
70	44.5043	44.3590597182942	0.145240281705849
71	44.3217	44.3471382058233	-0.0254382058232852
72	44.1005	44.3352166933524	-0.234716693352421
73	44.047	44.3232951808816	-0.276295180881554
74	43.6835	44.3113736684107	-0.627873668410682
75	43.7864	44.2994521559398	-0.513052155939817
76	44.1807	44.2875306434689	-0.106830643468949
77	43.9595	44.2756091309981	-0.316109130998085
78	43.937	44.2636876185272	-0.32668761852722
79	43.991	44.2517661060564	-0.26076610605635
80	43.865	44.2398445935855	-0.374844593585481
81	43.671	44.2279230811146	-0.556923081114617
82	43.93	44.2160015686437	-0.28600156864375
83	43.863	44.2040800561729	-0.341080056172883
84	43.7095	44.192158543702	-0.482658543702017
85	43.9435	44.1802370312312	-0.236737031231149
86	43.736	44.1683155187603	-0.432315518760285
87	43.6295	44.1563940062894	-0.526894006289415
88	43.598	44.1444724938185	-0.54647249381855
89	43.8726	44.1325509813477	-0.259950981347683
90	43.8935	44.1206294688768	-0.227129468876812
91	43.5957	44.108707956406	-0.513007956405947
92	43.7155	44.0967864439351	-0.381286443935083
93	43.528	44.0848649314642	-0.556864931464216
94	43.3415	44.0729434189933	-0.731443418993344
95	43.3374	44.0610219065225	-0.723621906522478
96	43.332	44.0491003940516	-0.717100394051613
97	43.3869	44.0371788815808	-0.65027888158075
98	43.5016	44.0252573691099	-0.523657369109877
99	43.4875	44.013335856639	-0.525835856639016
100	43.6023	44.0014143441681	-0.399114344168147
101	43.3886	43.9894928316973	-0.600892831697283
102	43.3105	43.9775713192264	-0.667071319226415
103	43.4455	43.9656498067555	-0.520149806755543
104	43.5185	43.9537282942847	-0.435228294284676
105	43.5755	43.9418067818138	-0.366306781813814
106	43.6217	43.929885269343	-0.308185269342948
107	43.644	43.9179637568721	-0.27396375687208
108	43.5789	43.9060422444012	-0.327142244401215
109	43.5215	43.8941207319303	-0.372620731930342
110	43.5033	43.8821992194595	-0.378899219459475
111	43.632	43.8702777069886	-0.238277706988613
112	43.263	43.8583561945177	-0.595356194517746
113	43.3717	43.8464346820469	-0.474734682046881
114	43.2745	43.834513169576	-0.560013169576008
115	43.2647	43.8225916571051	-0.557891657105146
116	43.324	43.8106701446343	-0.486670144634279
117	43.4455	43.7987486321634	-0.353248632163408
118	43.4098	43.7868271196925	-0.377027119692546
119	43.41	43.7749056072217	-0.36490560722168
120	43.93	43.7629840947508	0.16701590524919
121	43.8104	43.7510625822799	0.0593374177200584
122	43.54	43.7391410698091	-0.199141069809077
123	43.858	43.7272195573382	0.130780442661788
124	43.8375	43.7152980448673	0.122201955132656
125	43.881	43.7033765323965	0.177623467603525
126	43.887	43.6914550199256	0.195544980074392
127	43.8009	43.6795335074547	0.121366492545257
128	43.7877	43.6676119949839	0.120088005016126
129	43.811	43.655690482513	0.155309517486992
130	44.0625	43.6437689700421	0.418731029957859
131	44.125	43.6318474575713	0.493152542428725
132	44.52	43.6199259451004	0.900074054899595
133	45.4005	43.6080044326295	1.79249556737046
134	45.89	43.5960829201587	2.29391707984133
135	45.189	43.5841614076878	1.60483859231219
136	44.9035	43.5722398952169	1.33126010478306
137	44.9351	43.5603183827461	1.37478161725392
138	44.801	43.5483968702752	1.2526031297248
139	43.98	43.5364753578043	0.443524642195657
140	44.11	43.5245538453335	0.585446154666526
141	44.2661	43.5126323328626	0.753467667137395
142	44.361	43.5007108203917	0.860289179608257
143	44.099	43.4887893079209	0.610210692079124
144	43.8435	43.47686779545	0.366632204549993
145	43.8914	43.4649462829791	0.426453717020858
146	44.217	43.4530247705083	0.763975229491727
147	44.506	43.4411032580374	1.06489674196259
148	44.54	43.4291817455665	1.11081825443346
149	44.4465	43.4172602330957	1.02923976690433
150	44.842	43.4053387206248	1.43666127937519
151	44.8946	43.3934172081539	1.50118279184606
152	44.951	43.3814956956831	1.56950430431693
153	45.445	43.3695741832122	2.0754258167878
154	45.0035	43.3576526707413	1.64584732925867
155	45.769	43.3457311582705	2.42326884172953
156	46.09	43.3338096457996	2.7561903542004
157	45.412	43.3218881333287	2.09011186667126
158	45.12	43.3099666208579	1.81003337914213
159	45.48	43.298045108387	2.18195489161299
160	45.105	43.2861235959161	1.81887640408386
161	45.056	43.2742020834453	1.78179791655473
162	45.22	43.2622805709744	1.9577194290256
163	45.39	43.2503590585035	2.13964094149646
164	45.041	43.2384375460327	1.80256245396733
165	44.9399	43.2265160335618	1.7133839664382
166	44.9315	43.2145945210909	1.71690547890906
167	45.1935	43.2026730086201	1.99082699137993
168	45.3466	43.1907514961492	2.1558485038508
169	45.4645	43.1788299836783	2.28567001632167
170	45.5685	43.1669084712075	2.40159152879253
171	45.3921	43.1549869587366	2.2371130412634
172	45.34	43.1430654462657	2.19693455373427
173	45.1308	43.1311439337949	1.99965606620513
174	45.1005	43.119222421324	1.981277578676
175	45.37	43.1073009088531	2.26269909114686
176	45.2	43.0953793963823	2.10462060361774
177	44.9614	43.0834578839114	1.8779421160886
178	44.8015	43.0715363714405	1.72996362855946
179	44.9152	43.0596148589697	1.85558514103033
180	45.095	43.0476933464988	2.0473066535012
181	44.9271	43.0357718340279	1.89132816597207
182	44.6026	43.0238503215571	1.57874967844294
183	44.5	43.0119288090862	1.4880711909138
184	44.54	43.0000072966153	1.53999270338467
185	44.5532	42.9880857841445	1.56511421585553
186	44.407	42.9761642716736	1.4308357283264
187	44.259	42.9642427592027	1.29475724079727
188	44.1365	42.9523212467319	1.18417875326813
189	44.112	42.940399734261	1.171600265739
190	43.8814	42.9284782217901	0.952921778209868
191	43.98	42.9165567093193	1.06344329068073
192	43.7294	42.9046351968484	0.8247648031516
193	43.9119	42.8927136843775	1.01918631562247
194	43.955	42.8807921719067	1.07420782809333
195	43.9	42.8688706594358	1.0311293405642
196	43.7065	42.8569491469649	0.849550853035068
197	43.6939	42.8450276344941	0.848872365505936
198	43.6587	42.8331061220232	0.825593877976807
199	43.5885	42.8211846095523	0.767315390447674
200	43.8885	42.8092630970815	1.07923690291854
201	43.8216	42.7973415846106	1.0242584153894
202	43.751	42.7854200721397	0.965579927860269
203	43.699	42.7734985596689	0.925501440331136
204	43.7425	42.761577047198	0.980922952802004
205	43.639	42.7496555347271	0.889344465272874
206	43.589	42.7377340222563	0.851265977743737
207	43.606	42.7258125097854	0.880187490214607
208	43.5325	42.7138909973145	0.818609002685471
209	43.385	42.7019694848437	0.683030515156337
210	43.3745	42.6900479723728	0.684452027627203
211	43.236	42.6781264599019	0.55787354009807
212	43.1957	42.6662049474311	0.529495052568941
213	43.01	42.6542834349602	0.355716565039804
214	43.1401	42.6423619224893	0.49773807751067
215	43.0487	42.6304404100185	0.418259589981536
216	43.1972	42.6185188975476	0.578681102452409
217	43.2461	42.6065973850767	0.639502614923272
218	43.0866	42.5946758726059	0.491924127394137
219	43.0865	42.582754360135	0.503745639865008
220	43.0194	42.5708328476641	0.448567152335871
221	43.08	42.5589113351933	0.521088664806739
222	43.007	42.5469898227224	0.460010177277606
223	42.9278	42.5350683102515	0.392731689748472
224	42.9545	42.5231467977807	0.431353202219344
225	42.7995	42.5112252853098	0.28827471469021
226	42.9048	42.4993037728389	0.405496227161077
227	42.9468	42.4873822603681	0.459417739631945
228	43.08	42.4754607478972	0.604539252102807
229	43.1274	42.4635392354263	0.663860764573677
230	43.1625	42.4516177229555	0.710882277044544
231	43.45	42.4396962104846	1.01030378951541
232	43.831	42.4277746980137	1.40322530198628
233	43.7769	42.4158531855429	1.36104681445714
234	43.98	42.403931673072	1.57606832692801
235	43.92	42.3920101606011	1.52798983939888
236	44.11	42.3800886481303	1.72991135186974
237	44.03	42.3681671356594	1.66183286434061
238	44.1582	42.3562456231885	1.80195437681148
239	44.14	42.3443241107177	1.79567588928234
240	45.07	42.3324025982468	2.73759740175321
241	44.8737	42.3204810857759	2.55321891422408
242	44.8505	42.3085595733051	2.54194042669494
243	44.373	42.2966380608342	2.07636193916581
244	44.075	42.2847165483633	1.79028345163668
245	43.9725	42.2727950358925	1.69970496410754
246	44.094	42.2608735234216	1.83312647657841
247	44.191	42.2489520109507	1.94204798904928
248	43.9685	42.2370304984799	1.73146950152014
249	43.79	42.225108986009	1.56489101399101
250	43.6041	42.2131874735381	1.39091252646188
251	43.1707	42.2012659610673	0.969434038932742
252	42.71	42.1893444485964	0.520655551403614
253	42.755	42.1774229361255	0.577577063874482
254	43.3316	42.1655014236547	1.16609857634535
255	43.5	42.1535799111838	1.34642008881621
256	43.154	42.1416583987129	1.01234160128708
257	43.16	42.129736886242	1.03026311375794
258	43.1	42.1178153737712	0.982184626228815
259	42.85	42.1058938613003	0.744106138699682
260	42.6175	42.0939723488295	0.523527651170547
261	42.5	42.0820508363586	0.417949163641414
262	42.6285	42.0701293238877	0.558370676112284
263	42.6974	42.0582078114168	0.63919218858315
264	43.04	42.046286298946	0.993713701054014
265	42.673	42.0343647864751	0.638635213524884
266	42.5015	42.0224432740043	0.479056725995749
267	42.538	42.0105217615334	0.527478238466612
268	42.3735	41.9986002490625	0.374899750937482
269	42.014	41.9866787365916	0.0273212634083519
270	41.8618	41.9747572241208	-0.112957224120782
271	42.1824	41.9628357116499	0.219564288350084
272	42.605	41.9509141991791	0.654085800820946
273	42.7345	41.9389926867082	0.795507313291813
274	42.615	41.9270711742373	0.687928825762685
275	42.465	41.9151496617664	0.549850338233553
276	42.34	41.9032281492956	0.43677185070442
277	42.251	41.8913066368247	0.359693363175281
278	42.0475	41.8793851243539	0.16811487564615
279	41.86	41.867463611883	-0.00746361188298318
280	41.685	41.8555420994121	-0.170542099412113
281	41.735	41.8436205869412	-0.10862058694125
282	41.706	41.8316990744704	-0.125699074470379
283	41.764	41.8197775619995	-0.0557775619995124
284	41.58	41.8078560495286	-0.22785604952865
285	41.373	41.7959345370578	-0.422934537057784
286	41.088	41.7840130245869	-0.696013024586914
287	41.137	41.772091512116	-0.635091512116047
288	41.1587	41.7601699996452	-0.601469999645178
289	41.185	41.7482484871743	-0.563248487174312
290	40.819	41.7363269747034	-0.917326974703445
291	40.633	41.7244054622326	-1.09140546223258
292	40.858	41.7124839497617	-0.854483949761717
293	40.794	41.7005624372908	-0.90656243729085
294	40.69	41.68864092482	-0.998640924819982
295	40.595	41.6767194123491	-1.08171941234911
296	40.7305	41.6647978998782	-0.934297899878247
297	40.5471	41.6528763874074	-1.10577638740738
298	40.5145	41.6409548749365	-1.12645487493651
299	40.7	41.6290333624656	-0.929033362465643
300	40.7	41.6171118499948	-0.917111849994776
301	40.522	41.6051903375239	-1.08319033752391
302	40.6165	41.593268825053	-0.976768825053043
303	40.3985	41.5813473125822	-1.18284731258218
304	40.2815	41.5694258001113	-1.28792580011131
305	40.245	41.5575042876404	-1.31250428764045
306	40.3055	41.5455827751696	-1.24008277516958
307	40.2696	41.5336612626987	-1.26406126269871
308	40.251	41.5217397502278	-1.27073975022785
309	40.127	41.509818237757	-1.38281823775698
310	39.95	41.4978967252861	-1.54789672528611
311	39.675	41.4859752128152	-1.81097521281525
312	39.954	41.4740537003444	-1.52005370034438
313	39.8828	41.4621321878735	-1.57933218787351
314	39.62	41.4502106754026	-1.83021067540265
315	39.5415	41.4382891629318	-1.89678916293178
316	39.525	41.4263676504609	-1.90136765046091
317	39.8145	41.41444613799	-1.59994613799004
318	39.6675	41.4025246255192	-1.73502462551918
319	39.695	41.3906031130483	-1.69560311304831
320	39.5985	41.3786816005774	-1.78018160057744
321	39.2735	41.3667600881066	-2.09326008810658
322	39.1435	41.3548385756357	-2.21133857563571
323	39.1742	41.3429170631648	-2.16871706316484
324	39.2025	41.330995550694	-2.12849555069397
325	39.3946	41.3190740382231	-1.92447403822311
326	39.5025	41.3071525257522	-1.80465252575224
327	39.4845	41.2952310132814	-1.81073101328138
328	39.33	41.2833095008105	-1.95330950081051
329	39.295	41.2713879883396	-1.97638798833964
330	39.2675	41.2594664758688	-1.99196647586878
331	39.2535	41.2475449633979	-1.9940449633979
332	38.9845	41.235623450927	-2.25112345092704
333	38.9285	41.2237019384562	-2.29520193845617
334	38.8592	41.2117804259853	-2.35258042598531
335	38.77	41.1998589135144	-2.42985891351444
336	38.79	41.1879374010436	-2.39793740104357
337	38.8205	41.1760158885727	-2.3555158885727
338	38.7577	41.1640943761018	-2.40639437610184
339	38.839	41.152172863631	-2.31317286363097
340	38.78	41.1402513511601	-2.3602513511601
341	38.54	41.1283298386892	-2.58832983868924
342	38.511	41.1164083262184	-2.60540832621837
343	38.615	41.1044868137475	-2.4894868137475
344	38.898	41.0925653012766	-2.19456530127664
345	38.8691	41.0806437888058	-2.21154378880577
346	38.384	41.0687222763349	-2.6847222763349
347	38.0277	41.056800763864	-3.02910076386403
348	37.72	41.0448792513932	-3.32487925139317
349	37.7325	41.0329577389223	-3.3004577389223
350	37.626	41.0210362264514	-3.39503622645144
351	37.603	41.0091147139806	-3.40611471398057
352	37.78	40.9971932015097	-3.2171932015097
353	38.559	40.9852716890388	-2.42627168903884
354	39.0459	40.973350176568	-1.92745017656797
355	38.45	40.9614286640971	-2.5114286640971
356	38.505	40.9495071516262	-2.44450715162623
357	38.2885	40.9375856391554	-2.64908563915537
358	37.795	40.9256641266845	-3.1306641266845
359	37.92	40.9137426142136	-2.99374261421363
360	38.034	40.9018211017428	-2.86782110174277
361	38.029	40.8898995892719	-2.8608995892719
362	38.063	40.877978076801	-2.81497807680103
363	37.9828	40.8660565643302	-2.88325656433017
364	37.745	40.8541350518593	-3.1091350518593
365	37.969	40.8422135393884	-2.87321353938843
366	38.007	40.8302920269176	-2.82329202691757
367	38.0615	40.8183705144467	-2.7568705144467
368	38.0912	40.8064490019758	-2.71524900197583
369	38.091	40.794527489505	-2.70352748950497
370	38.431	40.7826059770341	-2.3516059770341
371	38.48	40.7706844645632	-2.29068446456324
372	38.35	40.7587629520924	-2.40876295209237
373	38.214	40.7468414396215	-2.5328414396215
374	38.384	40.7349199271506	-2.35091992715063
375	38.1375	40.7229984146798	-2.58549841467976
376	38.0075	40.7110769022089	-2.7035769022089
377	38.0524	40.699155389738	-2.64675538973803
378	38.235	40.6872338772672	-2.45223387726717
379	38.31	40.6753123647963	-2.3653123647963
380	38.2615	40.6633908523254	-2.40189085232543
381	38.13	40.6514693398546	-2.52146933985456
382	38.282	40.6395478273837	-2.3575478273837
383	38.581	40.6276263149128	-2.04662631491283
384	39.0801	40.615704802442	-1.53560480244196
385	39.0387	40.6037832899711	-1.5650832899711
386	39.1015	40.5918617775002	-1.49036177750023
387	39.1503	40.5799402650294	-1.42964026502936
388	39.14	40.5680187525585	-1.4280187525585
389	39.0275	40.5560972400876	-1.52859724008763
390	38.7665	40.5441757276168	-1.77767572761676
391	38.691	40.5322542151459	-1.84125421514589
392	38.849	40.520332702675	-1.67133270267503
393	39.1644	40.5084111902042	-1.34401119020416
394	39.4907	40.4964896777333	-1.0057896777333
395	39.5095	40.4845681652624	-0.975068165262427
396	39.2795	40.4726466527916	-1.19314665279156
397	39.0437	40.4607251403207	-1.41702514032069
398	39.1355	40.4488036278498	-1.31330362784983
399	39.143	40.436882115379	-1.29388211537896
400	39.185	40.4249606029081	-1.23996060290809
401	39.355	40.4130390904372	-1.05803909043723
402	39.297	40.4011175779664	-1.10411757796636
403	39.4514	40.3891960654955	-0.937796065495495
404	39.4173	40.3772745530246	-0.95997455302463
405	39.4305	40.3653530405538	-0.934853040553759
406	39.384	40.3534315280829	-0.969431528082894
407	39.3261	40.341510015612	-1.01541001561203
408	39.301	40.3295885031412	-1.02858850314116
409	39.35	40.3176669906703	-0.967666990670292
410	39.64	40.3057454781994	-0.665745478199426
411	39.4723	40.2938239657286	-0.821523965728563
412	39.3685	40.2819024532577	-0.913402453257696
413	39.1906	40.2699809407868	-1.07938094078682
414	39.1183	40.258059428316	-1.13975942831596
415	39.1325	40.2461379158451	-1.11363791584509
416	39.1144	40.2342164033742	-1.11981640337422
417	39.1614	40.2222948909034	-1.06089489090336
418	39.0908	40.2103733784325	-1.11957337843249
419	38.9199	40.1984518659616	-1.27855186596163
420	38.913	40.1865303534908	-1.27353035349076
421	38.9655	40.1746088410199	-1.20910884101989
422	39.029	40.162687328549	-1.13368732854902
423	39.089	40.1507658160782	-1.06176581607816
424	39.07	40.1388443036073	-1.06884430360729
425	39.0046	40.1269227911364	-1.12232279113642
426	39.1038	40.1150012786656	-1.01120127866556
427	39.3572	40.1030797661947	-0.745879766194692
428	39.388	40.0911582537238	-0.703158253723826
429	39.382	40.079236741253	-0.697236741252959
430	39.4398	40.0673152287821	-0.627515228782092
431	39.2537	40.0553937163112	-0.801693716311221
432	39.2301	40.0434722038404	-0.813372203840356
433	39.2763	40.0315506913695	-0.755250691369491
434	39.282	40.0196291788986	-0.737629178898626
435	39.3325	40.0077076664278	-0.675207666427753
436	39.557	39.9957861539569	-0.438786153956887
437	40.1	39.983864641486	0.116135358513979
438	40.5875	39.9719431290152	0.615556870984843
439	40.485	39.9600216165443	0.524978383455711
440	40.55	39.9481001040734	0.601899895926576
441	40.7955	39.9361785916026	0.859321408397442
442	41.456	39.9242570791317	1.53174292086832
443	41.3557	39.9123355666608	1.44336443333918
444	41.374	39.90041405419	1.47358594581005
445	41.2235	39.8884925417191	1.33500745828091
446	41.15	39.8765710292482	1.27342897075178
447	41.3725	39.8646495167774	1.50785048322265
448	41.6923	39.8527280043065	1.83957199569352
449	41.8	39.8408064918356	1.95919350816438
450	41.8045	39.8288849793648	1.97561502063524
451	41.64	39.8169634668939	1.82303653310611
452	41.36	39.805041954423	1.55495804557698
453	41.5745	39.7931204419522	1.78137955804785
454	41.593	39.7811989294813	1.81180107051872
455	41.575	39.7692774170104	1.80572258298958
456	41.68	39.7573559045396	1.92264409546045
457	42.0055	39.7454343920687	2.26006560793131
458	42.3188	39.7335128795978	2.58528712040218
459	42.565	39.721591367127	2.84340863287305
460	42.3575	39.7096698546561	2.64783014534392
461	42.29	39.6977483421852	2.59225165781478
462	42.695	39.6858268297144	3.00917317028565
463	43.0028	39.6739053172435	3.32889468275652
464	42.4507	39.6619838047726	2.78871619522738
465	42.4705	39.6500622923017	2.82043770769825
466	42.2875	39.6381407798309	2.64935922016912
467	42.3172	39.62621926736	2.69098073263998
468	42.55	39.6142977548892	2.93570224511085
469	42.7523	39.6023762424183	3.14992375758171
470	42.8993	39.5904547299474	3.30884527005258
471	43.1555	39.5785332174765	3.57696678252345
472	43.1885	39.5666117050057	3.62188829499431
473	43.43	39.5546901925348	3.87530980746518
474	43.31	39.542768680064	3.76723131993605
475	42.815	39.5308471675931	3.28415283240692
476	42.7017	39.5189256551222	3.18277434487779
477	42.28	39.5070041426513	2.77299585734865
478	41.922	39.4950826301805	2.42691736981952
479	42.17	39.4831611177096	2.68683888229039
480	42.1962	39.4712396052388	2.72496039476125
481	42.3215	39.4593180927679	2.86218190723212
482	42.3173	39.447396580297	2.86990341970299
483	42.391	39.4354750678261	2.95552493217385
484	42.463	39.4235535553553	3.03944644464472
485	42.4125	39.4116320428844	3.00086795711559
486	42.304	39.3997105304136	2.90428946958645
487	41.813	39.3877890179427	2.42521098205732
488	41.651	39.3758675054718	2.27513249452819
489	41.539	39.3639459930009	2.17505400699905
490	41.1575	39.3520244805301	1.80547551946992
491	40.9545	39.3401029680592	1.61439703194079

Goldfeld-Quandt test for Heteroskedasticity
p-values	Alternative Hypothesis
breakpoint index	greater	2-sided	less
5	0.304951347121977	0.609902694243955	0.695048652878023
6	0.194014609951066	0.388029219902132	0.805985390048934
7	0.103479341575483	0.206958683150965	0.896520658424517
8	0.0546407060934296	0.109281412186859	0.94535929390657
9	0.0260837651313958	0.0521675302627916	0.973916234868604
10	0.011802972851275	0.02360594570255	0.988197027148725
11	0.0063696814405793	0.0127393628811586	0.99363031855942
12	0.00325755830702002	0.00651511661404004	0.99674244169298
13	0.00151104131791694	0.00302208263583388	0.998488958682083
14	0.00197543087865427	0.00395086175730854	0.998024569121346
15	0.00239430725819428	0.00478861451638856	0.997605692741806
16	0.00280569619492767	0.00561139238985535	0.997194303805072
17	0.0017529682348608	0.0035059364697216	0.99824703176514
18	0.00084576233995231	0.00169152467990462	0.999154237660048
19	0.000630541748169837	0.00126108349633967	0.99936945825183
20	0.0009788714369009	0.0019577428738018	0.9990211285631
21	0.000796886985841813	0.00159377397168363	0.999203113014158
22	0.000633648561599232	0.00126729712319846	0.9993663514384
23	0.000465256721197128	0.000930513442394256	0.999534743278803
24	0.000262977169507878	0.000525954339015757	0.999737022830492
25	0.000133469928153424	0.000266939856306847	0.999866530071847
26	6.73391866223504e-05	0.000134678373244701	0.999932660813378
27	3.36014757833915e-05	6.7202951566783e-05	0.999966398524217
28	2.30537966303024e-05	4.61075932606047e-05	0.99997694620337
29	6.55179233610096e-05	0.000131035846722019	0.999934482076639
30	0.000789094817960217	0.00157818963592043	0.99921090518204
31	0.00458621868329108	0.00917243736658215	0.995413781316709
32	0.00845629555509347	0.0169125911101869	0.991543704444907
33	0.00824181810872057	0.0164836362174411	0.99175818189128
34	0.0102310295451818	0.0204620590903635	0.989768970454818
35	0.0104591065584914	0.0209182131169829	0.989540893441509
36	0.0116177130700402	0.0232354261400804	0.98838228692996
37	0.0103989304583943	0.0207978609167886	0.989601069541606
38	0.00996283515761704	0.0199256703152341	0.990037164842383
39	0.0102713233965315	0.020542646793063	0.989728676603469
40	0.0122342688261856	0.0244685376523712	0.987765731173814
41	0.0145640728308974	0.0291281456617948	0.985435927169103
42	0.0163005813274868	0.0326011626549736	0.983699418672513
43	0.0165825804933552	0.0331651609867105	0.983417419506645
44	0.0215842480611734	0.0431684961223468	0.978415751938827
45	0.0293923936288915	0.058784787257783	0.970607606371108
46	0.034151201859797	0.068302403719594	0.965848798140203
47	0.0480137210041116	0.0960274420082231	0.951986278995888
48	0.0635378465773169	0.127075693154634	0.936462153422683
49	0.0792203863180831	0.158440772636166	0.920779613681917
50	0.0875480988549391	0.175096197709878	0.912451901145061
51	0.102924178699284	0.205848357398569	0.897075821300716
52	0.104584365344447	0.209168730688894	0.895415634655553
53	0.116808379592077	0.233616759184155	0.883191620407923
54	0.115064415831978	0.230128831663957	0.884935584168022
55	0.103978141360371	0.207956282720742	0.896021858639629
56	0.0963122830360598	0.19262456607212	0.90368771696394
57	0.0926970175196097	0.185394035039219	0.90730298248039
58	0.0900652669971861	0.180130533994372	0.909934733002814
59	0.083890806719541	0.167781613439082	0.91610919328046
60	0.0781355338224574	0.156271067644915	0.921864466177543
61	0.0834992463136626	0.166998492627325	0.916500753686337
62	0.085206924265367	0.170413848530734	0.914793075734633
63	0.0834612897524337	0.166922579504867	0.916538710247566
64	0.0838907572746549	0.16778151454931	0.916109242725345
65	0.0843849068398572	0.168769813679714	0.915615093160143
66	0.0842128246156637	0.168425649231327	0.915787175384336
67	0.0840800359253314	0.168160071850663	0.915919964074669
68	0.0890416248177276	0.178083249635455	0.910958375182272
69	0.0897235620060483	0.179447124012097	0.910276437993952
70	0.0919485879471843	0.183897175894369	0.908051412052816
71	0.0969343139747987	0.193868627949597	0.903065686025201
72	0.105911157649123	0.211822315298247	0.894088842350877
73	0.114792003011835	0.229584006023669	0.885207996988165
74	0.133021414052173	0.266042828104345	0.866978585947827
75	0.14611616018873	0.29223232037746	0.85388383981127
76	0.145925478857514	0.291850957715029	0.854074521142485
77	0.150145091711101	0.300290183422202	0.849854908288899
78	0.153281410290133	0.306562820580266	0.846718589709867
79	0.153380980459404	0.306761960918807	0.846619019540596
80	0.155326424338699	0.310652848677399	0.8446735756613
81	0.161062870887183	0.322125741774366	0.838937129112817
82	0.158181974128831	0.316363948257662	0.841818025871169
83	0.155760935069115	0.311521870138229	0.844239064930885
84	0.155880156836704	0.311760313673408	0.844119843163296
85	0.149453781425952	0.298907562851903	0.850546218574048
86	0.146693272974169	0.293386545948338	0.853306727025831
87	0.145256961044589	0.290513922089177	0.854743038955411
88	0.14337562630529	0.28675125261058	0.85662437369471
89	0.135194234255625	0.270388468511251	0.864805765744375
90	0.126461981676319	0.252923963352639	0.87353801832368
91	0.122499982939006	0.244999965878011	0.877500017060994
92	0.115881964557914	0.231763929115827	0.884118035442086
93	0.111926475220437	0.223852950440873	0.888073524779563
94	0.110571762038545	0.22114352407709	0.889428237961455
95	0.108421945922104	0.216843891844208	0.891578054077896
96	0.105598658332404	0.211197316664808	0.894401341667596
97	0.101264019510296	0.202528039020592	0.898735980489704
98	0.0949456772372115	0.189891354474423	0.905054322762789
99	0.0886902476987766	0.177380495397553	0.911309752301223
100	0.0812027118283068	0.162405423656614	0.918797288171693
101	0.076066590814902	0.152133181629804	0.923933409185098
102	0.0716535384221927	0.143307076844385	0.928346461577807
103	0.0658392053497479	0.131678410699496	0.934160794650252
104	0.0596213204868016	0.119242640973603	0.940378679513198
105	0.0533544778949033	0.106708955789807	0.946645522105097
106	0.0472633543912089	0.0945267087824178	0.952736645608791
107	0.0415601211945829	0.0831202423891659	0.958439878805417
108	0.0366217551296637	0.0732435102593274	0.963378244870336
109	0.0323230842384682	0.0646461684769364	0.967676915761532
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351	1	3.651222369418e-22	1.825611184709e-22
352	1	4.32471512829693e-22	2.16235756414846e-22
353	1	2.74248480783003e-22	1.37124240391501e-22
354	1	6.36209528100023e-23	3.18104764050011e-23
355	1	4.6909278165436e-23	2.3454639082718e-23
356	1	3.25019876776541e-23	1.6250993838827e-23
357	1	3.11978050664824e-23	1.55989025332412e-23
358	1	4.36801576018279e-23	2.1840078800914e-23
359	1	6.12481309632105e-23	3.06240654816053e-23
360	1	8.44997766876793e-23	4.22498883438396e-23
361	1	1.21275470674182e-22	6.06377353370909e-23
362	1	1.77154941272414e-22	8.8577470636207e-23
363	1	2.77122656908335e-22	1.38561328454167e-22
364	1	4.55051790010663e-22	2.27525895005332e-22
365	1	7.60735910954535e-22	3.80367955477268e-22
366	1	1.2943208944508e-21	6.471604472254e-22
367	1	2.22763870547702e-21	1.11381935273851e-21
368	1	3.89606299964538e-21	1.94803149982269e-21
369	1	6.96977259184297e-21	3.48488629592148e-21
370	1	1.07767915761507e-20	5.38839578807537e-21
371	1	1.6450495703387e-20	8.22524785169349e-21
372	1	2.82424506459922e-20	1.41212253229961e-20
373	1	5.25426094353447e-20	2.62713047176723e-20
374	1	9.3149785201641e-20	4.65748926008205e-20
375	1	1.80759141732531e-19	9.03795708662654e-20
376	1	3.49309865096402e-19	1.74654932548201e-19
377	1	6.82661958187552e-19	3.41330979093776e-19
378	1	1.36264922221392e-18	6.81324611106962e-19
379	1	2.72939060273397e-18	1.36469530136699e-18
380	1	5.51189977728316e-18	2.75594988864158e-18
381	1	1.08706029076611e-17	5.43530145383055e-18
382	1	2.20750169035107e-17	1.10375084517553e-17
383	1	4.39681793198856e-17	2.19840896599428e-17
384	1	6.387499933958e-17	3.193749966979e-17
385	1	9.83219376265514e-17	4.91609688132757e-17
386	1	1.44618086114813e-16	7.23090430574065e-17
387	1	2.05281406061505e-16	1.02640703030753e-16
388	1	2.99348245573587e-16	1.49674122786793e-16
389	1	4.94108839991586e-16	2.47054419995793e-16
390	1	9.74944959975716e-16	4.87472479987858e-16
391	1	1.9885991004441e-15	9.94299550222052e-16
392	0.999999999999998	3.88827904295669e-15	1.94413952147834e-15
393	0.999999999999997	6.31179046289713e-15	3.15589523144856e-15
394	0.999999999999996	7.2761733411318e-15	3.6380866705659e-15
395	0.999999999999996	8.23108917835115e-15	4.11554458917558e-15
396	0.999999999999994	1.23722172051811e-14	6.18610860259053e-15
397	0.999999999999989	2.28523847564427e-14	1.14261923782214e-14
398	0.99999999999998	4.03748200869891e-14	2.01874100434946e-14
399	0.999999999999964	7.20911878038027e-14	3.60455939019014e-14
400	0.999999999999936	1.27055208822594e-13	6.35276044112968e-14
401	0.9999999999999	1.9879375646125e-13	9.9396878230625e-14
402	0.999999999999834	3.32078388685117e-13	1.66039194342558e-13
403	0.999999999999754	4.92174764793853e-13	2.46087382396927e-13
404	0.999999999999617	7.65554411226658e-13	3.82777205613329e-13
405	0.999999999999402	1.1965088794259e-12	5.98254439712952e-13
406	0.999999999999011	1.97704868372089e-12	9.88524341860443e-13
407	0.99999999999827	3.46185263642456e-12	1.73092631821228e-12
408	0.999999999996876	6.24769465234964e-12	3.12384732617482e-12
409	0.999999999994447	1.11069203208132e-11	5.55346016040658e-12
410	0.99999999999201	1.59801869346539e-11	7.99009346732697e-12
411	0.999999999986557	2.68860585621869e-11	1.34430292810935e-11
412	0.99999999997556	4.88815537579273e-11	2.44407768789637e-11
413	0.99999999995218	9.56385398151947e-11	4.78192699075973e-11
414	0.999999999905584	1.88831457158253e-10	9.44157285791266e-11
415	0.999999999814829	3.70342693933452e-10	1.85171346966726e-10
416	0.99999999964064	7.1872070965495e-10	3.59360354827475e-10
417	0.999999999309007	1.38198514142175e-09	6.90992570710876e-10
418	0.999999998709842	2.58031607960735e-09	1.29015803980367e-09
419	0.99999999781639	4.36721882460664e-09	2.18360941230332e-09
420	0.999999996495754	7.00849285436655e-09	3.50424642718327e-09
421	0.999999994502069	1.09958621727532e-08	5.49793108637662e-09
422	0.999999991519658	1.69606830117005e-08	8.48034150585024e-09
423	0.999999987185687	2.56286270003025e-08	1.28143135001513e-08
424	0.99999998216519	3.5669622182018e-08	1.7834811091009e-08
425	0.999999978537906	4.29241884840901e-08	2.14620942420451e-08
426	0.999999974324026	5.13519474466103e-08	2.56759737233051e-08
427	0.999999964849999	7.03000017937878e-08	3.51500008968939e-08
428	0.999999954487065	9.10258702328824e-08	4.55129351164412e-08
429	0.99999994669761	1.0660477842488e-07	5.33023892124401e-08
430	0.999999940684995	1.18630010809014e-07	5.93150054045068e-08
431	0.999999954881337	9.0237326860732e-08	4.5118663430366e-08
432	0.99999997383338	5.23332402843883e-08	2.61666201421942e-08
433	0.999999987890193	2.42196134419278e-08	1.21098067209639e-08
434	0.999999996235286	7.5294283985736e-09	3.7647141992868e-09
435	0.999999999247943	1.5041141718984e-09	7.52057085949198e-10
436	0.9999999998568	2.86399458333131e-10	1.43199729166566e-10
437	0.999999999930868	1.38264525699897e-10	6.91322628499485e-11
438	0.999999999929823	1.40354286488414e-10	7.01771432442072e-11
439	0.99999999995206	9.58793826435358e-11	4.79396913217679e-11
440	0.999999999971237	5.75259437521896e-11	2.87629718760948e-11
441	0.999999999976906	4.61879690572958e-11	2.30939845286479e-11
442	0.999999999957543	8.49145353102442e-11	4.24572676551221e-11
443	0.999999999931222	1.37555770967199e-10	6.87778854835995e-11
444	0.99999999989268	2.14641234694109e-10	1.07320617347055e-10
445	0.999999999875263	2.4947483258855e-10	1.24737416294275e-10
446	0.999999999891817	2.16366285604205e-10	1.08183142802103e-10
447	0.999999999878328	2.43344291136237e-10	1.21672145568119e-10
448	0.999999999801385	3.97229562211097e-10	1.98614781105549e-10
449	0.999999999652913	6.94174112358733e-10	3.47087056179366e-10
450	0.99999999941369	1.17261820247192e-09	5.86309101235962e-10
451	0.99999999925196	1.49608143704287e-09	7.48040718521435e-10
452	0.999999999558965	8.82069076360368e-10	4.41034538180184e-10
453	0.999999999667324	6.65351083214501e-10	3.3267554160725e-10
454	0.999999999803137	3.93726555951295e-10	1.96863277975648e-10
455	0.99999999992821	1.43578916087844e-10	7.1789458043922e-11
456	0.999999999978547	4.29059084623963e-11	2.14529542311982e-11
457	0.999999999986794	2.64120349092964e-11	1.32060174546482e-11
458	0.999999999983153	3.36934568020978e-11	1.68467284010489e-11
459	0.999999999965958	6.80847859515087e-11	3.40423929757544e-11
460	0.9999999999579	8.41988240746787e-11	4.20994120373393e-11
461	0.999999999964144	7.17128982796271e-11	3.58564491398136e-11
462	0.99999999992155	1.56898497098227e-10	7.84492485491136e-11
463	0.99999999976835	4.63301042966461e-10	2.31650521483231e-10
464	0.99999999967812	6.43761135868368e-10	3.21880567934184e-10
465	0.999999999576834	8.46332466013383e-10	4.23166233006691e-10
466	0.99999999978167	4.36658604812931e-10	2.18329302406466e-10
467	0.999999999932568	1.34864404827382e-10	6.74322024136908e-11
468	0.999999999961099	7.78024372040607e-11	3.89012186020304e-11
469	0.999999999953233	9.3533381781293e-11	4.67666908906465e-11
470	0.999999999898842	2.02315065584206e-10	1.01157532792103e-10
471	0.999999999570965	8.58069328280966e-10	4.29034664140483e-10
472	0.999999998118243	3.76351413178107e-09	1.88175706589053e-09
473	0.99999999567644	8.64711876411832e-09	4.32355938205916e-09
474	0.99999999198226	1.60354789015166e-08	8.01773945075831e-09
475	0.999999964080779	7.18384423097388e-08	3.59192211548694e-08
476	0.999999839604128	3.20791743155517e-07	1.60395871577758e-07
477	0.999999428376686	1.14324662719023e-06	5.71623313595115e-07
478	0.999999581186695	8.376266103438e-07	4.188133051719e-07
479	0.999999393500312	1.2129993769368e-06	6.06499688468401e-07
480	0.999999406763627	1.18647274561871e-06	5.93236372809354e-07
481	0.999999177456947	1.64508610545216e-06	8.22543052726082e-07
482	0.999999456496445	1.08700710960895e-06	5.43503554804473e-07
483	0.999999682206719	6.35586562022507e-07	3.17793281011254e-07
484	0.999998566925001	2.86614999711746e-06	1.43307499855873e-06
485	0.999973815272726	5.23694545484678e-05	2.61847272742339e-05
486	0.99985864424766	0.00028271150468206	0.00014135575234103

Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description	# significant tests	% significant tests	OK/NOK
1% type I error level	360	0.74688796680498	NOK
5% type I error level	392	0.813278008298755	NOK
10% type I error level	403	0.83609958506224	NOK