Multiple Linear Regression - Estimated Regression Equation
Rente[t] = + 3.13723809523809 -1.32877655677656Crisis[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.137238095238090.09247833.924100
Crisis-1.328776556776560.278618-4.76925e-063e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.404887890970327
R-squared0.163934204254399
Adjusted R-squared0.156726740497972
F-TEST (value)22.7450612024519
F-TEST (DF numerator)1
F-TEST (DF denominator)116
p-value5.42355474930645e-06
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.94761892292712
Sum Squared Residuals104.165868278388


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
133.1372380952381-0.137238095238100
23.213.137238095238090.0727619047619051
33.373.137238095238100.232761904761905
43.513.137238095238100.372761904761905
53.753.137238095238100.612761904761905
64.113.137238095238100.972761904761905
74.253.137238095238091.11276190476191
84.253.137238095238091.11276190476191
94.53.137238095238091.36276190476191
104.73.137238095238091.56276190476191
114.753.137238095238091.61276190476191
124.753.137238095238091.61276190476191
134.753.137238095238091.61276190476191
144.753.137238095238091.61276190476191
154.753.137238095238091.61276190476191
164.753.137238095238091.61276190476191
174.583.137238095238091.44276190476191
184.53.137238095238091.36276190476191
194.53.137238095238091.36276190476191
204.493.137238095238091.35276190476191
214.033.137238095238100.892761904761905
223.753.137238095238100.612761904761905
233.393.137238095238100.252761904761905
243.253.137238095238100.112761904761905
253.253.137238095238100.112761904761905
263.253.137238095238100.112761904761905
273.253.137238095238100.112761904761905
283.253.137238095238100.112761904761905
293.253.137238095238100.112761904761905
303.253.137238095238100.112761904761905
313.253.137238095238100.112761904761905
323.253.137238095238100.112761904761905
333.253.137238095238100.112761904761905
343.253.137238095238100.112761904761905
353.253.137238095238100.112761904761905
362.853.13723809523810-0.287238095238095
372.753.13723809523810-0.387238095238095
382.753.13723809523810-0.387238095238095
392.553.13723809523810-0.587238095238095
402.53.13723809523810-0.637238095238095
412.53.13723809523810-0.637238095238095
422.13.13723809523809-1.03723809523809
4323.13723809523809-1.13723809523809
4423.13723809523809-1.13723809523809
4523.13723809523809-1.13723809523809
4623.13723809523809-1.13723809523809
4723.13723809523809-1.13723809523809
4823.13723809523809-1.13723809523809
4923.13723809523809-1.13723809523809
5023.13723809523809-1.13723809523809
5123.13723809523809-1.13723809523809
5223.13723809523809-1.13723809523809
5323.13723809523809-1.13723809523809
5423.13723809523809-1.13723809523809
5523.13723809523809-1.13723809523809
5623.13723809523809-1.13723809523809
5723.13723809523809-1.13723809523809
5823.13723809523809-1.13723809523809
5923.13723809523809-1.13723809523809
6023.13723809523809-1.13723809523809
6123.13723809523809-1.13723809523809
6223.13723809523809-1.13723809523809
6323.13723809523809-1.13723809523809
6423.13723809523809-1.13723809523809
6523.13723809523809-1.13723809523809
6623.13723809523809-1.13723809523809
6723.13723809523809-1.13723809523809
6823.13723809523809-1.13723809523809
6923.13723809523809-1.13723809523809
7023.13723809523809-1.13723809523809
7123.13723809523809-1.13723809523809
722.213.13723809523810-0.927238095238095
732.253.13723809523810-0.887238095238095
742.253.13723809523810-0.887238095238095
752.453.13723809523810-0.687238095238095
762.53.13723809523810-0.637238095238095
772.53.13723809523810-0.637238095238095
782.643.13723809523810-0.497238095238095
792.753.13723809523810-0.387238095238095
802.933.13723809523810-0.207238095238095
8133.13723809523810-0.137238095238095
823.173.137238095238100.0327619047619048
833.253.137238095238100.112761904761905
843.393.137238095238100.252761904761905
853.53.137238095238100.362761904761905
863.53.137238095238100.362761904761905
873.653.137238095238100.512761904761905
883.753.137238095238100.612761904761905
893.753.137238095238100.612761904761905
903.93.137238095238100.762761904761905
9143.137238095238100.862761904761905
9243.137238095238100.862761904761905
9343.137238095238100.862761904761905
9443.137238095238100.862761904761905
9543.137238095238100.862761904761905
9643.137238095238100.862761904761905
9743.137238095238100.862761904761905
9843.137238095238100.862761904761905
9943.137238095238100.862761904761905
10043.137238095238100.862761904761905
10143.137238095238100.862761904761905
10243.137238095238100.862761904761905
1034.183.137238095238091.04276190476190
1044.253.137238095238091.11276190476191
1054.253.137238095238091.11276190476191
1063.971.808461538461542.16153846153846
1073.421.808461538461541.61153846153846
1082.751.808461538461540.941538461538462
1092.311.808461538461540.501538461538462
11021.808461538461540.191538461538462
1111.661.80846153846154-0.148461538461538
1121.311.80846153846154-0.498461538461538
1131.091.80846153846154-0.718461538461538
11411.80846153846154-0.808461538461538
11511.80846153846154-0.808461538461538
11611.80846153846154-0.808461538461538
11711.80846153846154-0.808461538461538
11811.80846153846154-0.808461538461538


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
50.04982273870832050.0996454774166410.95017726129168
60.06788632094616710.1357726418923340.932113679053833
70.07412820997441850.1482564199488370.925871790025582
80.06273026558281770.1254605311656350.937269734417182
90.07136448297674280.1427289659534860.928635517023257
100.09304697528463550.1860939505692710.906953024715365
110.1088584882524050.217716976504810.891141511747595
120.1152603365839370.2305206731678730.884739663416063
130.1159026709200940.2318053418401880.884097329079906
140.1133399456574430.2266798913148860.886660054342557
150.1092836371164230.2185672742328460.890716362883577
160.1048716869710250.2097433739420510.895128313028975
170.08897759772971010.1779551954594200.91102240227029
180.07247455424008860.1449491084801770.927525445759911
190.05950578681184440.1190115736236890.940494213188156
200.0491381639034620.0982763278069240.950861836096538
210.03720892916798450.0744178583359690.962791070832016
220.03144985000219960.06289970000439920.9685501499978
230.03596458407715540.07192916815431070.964035415922845
240.0448962181386470.0897924362772940.955103781861353
250.05171283147547250.1034256629509450.948287168524528
260.05622303089338060.1124460617867610.94377696910662
270.05853048344569790.1170609668913960.941469516554302
280.0588974490773180.1177948981546360.941102550922682
290.0576560296951170.1153120593902340.942343970304883
300.0551542782315730.1103085564631460.944845721768427
310.05172509925299740.1034501985059950.948274900747003
320.0476693552323560.0953387104647120.952330644767644
330.04324767337941710.08649534675883420.956752326620583
340.03867758133995320.07735516267990630.961322418660047
350.03413393535575480.06826787071150970.965866064644245
360.03905237965501460.07810475931002920.960947620344985
370.04644561205797730.09289122411595450.953554387942023
380.05252375355226820.1050475071045360.947476246447732
390.06688506072381140.1337701214476230.933114939276189
400.08325370177615660.1665074035523130.916746298223843
410.09808271277681970.1961654255536390.90191728722318
420.1483998799075730.2967997598151460.851600120092427
430.2159099349782930.4318198699565860.784090065021707
440.2847294789694360.5694589579388720.715270521030564
450.3506589305703540.7013178611407080.649341069429646
460.4113260069266860.8226520138533720.588673993073314
470.4657355980540440.9314711961080870.534264401945956
480.5137760768450070.9724478463099870.486223923154993
490.5558331062408370.8883337875183260.444166893759163
500.5925310906238610.8149378187522780.407468909376139
510.624576928247640.750846143504720.37542307175236
520.6526737966967940.6946524066064120.347326203303206
530.6774786673466560.6450426653066880.322521332653344
540.6995852845199120.6008294309601760.300414715480088
550.719520959377470.5609580812450590.280479040622530
560.7377501378188480.5244997243623040.262249862181152
570.7546806465251680.4906387069496630.245319353474832
580.7706702950608490.4586594098783020.229329704939151
590.7860325243049770.4279349513900460.213967475695023
600.8010403301607570.3979193396784850.198959669839243
610.8159279445218770.3681441109562470.184072055478123
620.8308898443942470.3382203112115050.169110155605753
630.8460766704420470.3078466591159060.153923329557953
640.8615876447729630.2768247104540740.138412355227037
650.877459179634660.245081640730680.12254082036534
660.8936497085546340.2127005828907320.106350291445366
670.9100215787637710.1799568424724570.0899784212362285
680.9263224596444830.1473550807110330.0736775403555167
690.9421715722101550.1156568555796900.0578284277898449
700.9570604367197730.08587912656045390.0429395632802269
710.9703833198435990.05923336031280280.0296166801564014
720.9766341657571980.04673166848560510.0233658342428025
730.9819967567270880.03600648654582320.0180032432729116
740.9871683187298450.02566336254030980.0128316812701549
750.9894391026218580.02112179475628380.0105608973781419
760.9914108271639570.01717834567208680.0085891728360434
770.993546270716070.01290745856785980.00645372928392991
780.9947111855998920.01057762880021690.00528881440010846
790.9954071802355840.009185639528831170.00459281976441559
800.9954118625941430.009176274811713160.00458813740585658
810.995302123150160.00939575369968150.00469787684984075
820.9946001401105520.01079971977889620.00539985988944808
830.9935872058934940.01282558821301180.00641279410650589
840.9918606963228930.01627860735421350.00813930367710677
850.9892985654622940.02140286907541170.0107014345377059
860.9861688277138680.02766234457226340.0138311722861317
870.9814613833062810.03707723338743710.0185386166937186
880.97497809859430.05004380281139830.0250219014056991
890.966632177512290.06673564497541920.0333678224877096
900.9555215596959080.08895688060818470.0444784403040923
910.9415642869369580.1168714261260840.058435713063042
920.9238630527884780.1522738944230430.0761369472115216
930.9017197180907340.1965605638185310.0982802819092656
940.874434058400970.2511318831980600.125565941599030
950.8413617096286260.3172765807427480.158638290371374
960.8019899295844160.3960201408311680.198010070415584
970.7560283332269410.4879433335461180.243971666773059
980.7035082678214820.5929834643570370.296491732178518
990.6448814944407880.7102370111184240.355118505559212
1000.5811091065041550.837781786991690.418890893495845
1010.5137434213573760.9725131572852490.486256578642624
1020.4450633354948290.8901266709896570.554936664505171
1030.3768184312745230.7536368625490460.623181568725477
1040.3110312166336110.6220624332672220.688968783366389
1050.2483631605499500.4967263210999010.75163683945005
1060.5878785071776640.8242429856446710.412121492822336
1070.87151711574330.2569657685133990.128482884256700
1080.9630312281981250.07393754360374920.0369687718018746
1090.9898090919867420.02038181602651600.0101909080132580
1100.9982388662117520.003522267576495280.00176113378824764
1110.9998604680570830.0002790638858341370.000139531942917069
1120.9999925843072431.4831385513298e-057.415692756649e-06
11315.58034438050468e-472.79017219025234e-47


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level70.0642201834862385NOK
5% type I error level210.192660550458716NOK
10% type I error level390.357798165137615NOK