Multiple Linear Regression - Estimated Regression Equation
Tprod[t] = + 104.057458254309 -0.954366625790823Rente[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)104.0574582543090.308823336.948600
Rente-0.9543666257908230.093353-10.223200


Multiple Linear Regression - Regression Statistics
Multiple R0.801939374471285
R-squared0.643106760327396
Adjusted R-squared0.636953428608903
F-TEST (value)104.513585444225
F-TEST (DF numerator)1
F-TEST (DF denominator)58
p-value1.35447209004269e-14
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.715892288571204
Sum Squared Residuals29.7251025924716


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1101.2101.1943583769370.00564162306336613
2101.1100.9939413855200.106058614479800
3100.7100.841242725394-0.14124272539365
4100.1100.707631397783-0.607631397782944
599.9100.478583407593-0.578583407593135
699.7100.135011422308-0.435011422308442
799.5100.001400094698-0.50140009469773
899.2100.001400094698-0.801400094697727
99999.76280843825-0.762808438250024
109999.5719351130919-0.571935113091859
1199.399.5242167818023-0.224216781802321
1299.599.5242167818023-0.0242167818023186
1399.799.52421678180230.175783218197684
1410099.52421678180230.475783218197681
15100.499.52421678180230.875783218197687
16100.699.52421678180231.07578321819768
17100.799.68645910818681.01354089181324
18100.799.762808438250.937191561749979
19100.699.762808438250.83719156174997
20100.599.7723521045080.727647895492068
21100.6100.2113607523720.388639247628284
22100.5100.4785834075930.0214165924068594
23100.4100.822155392878-0.422155392877831
24100.3100.955766720489-0.655766720488555
25100.4100.955766720489-0.555766720488546
26100.4100.955766720489-0.555766720488546
27100.4100.955766720489-0.555766720488546
28100.4100.955766720489-0.555766720488546
29100.4100.955766720489-0.555766720488546
30100.5100.955766720489-0.455766720488552
31100.6100.955766720489-0.355766720488557
32100.6100.955766720489-0.355766720488557
33100.5100.955766720489-0.455766720488552
34100.5100.955766720489-0.455766720488552
35100.7100.955766720489-0.255766720488549
36101.1101.337513370805-0.237513370804886
37101.5101.4329500333840.0670499666160373
38101.9101.4329500333840.467049966616043
39102.1101.6238233585420.476176641457867
40102.1101.6715416898320.428458310168326
41102.1101.6715416898320.428458310168326
42102.4102.0532883401480.346711659852009
43102.8102.1487250027270.651274997272918
44103.1102.1487250027270.951274997272915
45103.1102.1487250027270.951274997272915
46102.9102.1487250027270.751274997272926
47102.4102.1487250027270.251274997272926
48101.9102.148725002727-0.248725002727074
49101.3102.148725002727-0.848725002727082
50100.7102.148725002727-1.44872500272708
51100.6102.148725002727-1.54872500272709
52101102.148725002727-1.14872500272708
53101.5102.148725002727-0.648725002727079
54101.9102.148725002727-0.248725002727074
55102.1102.148725002727-0.048725002727085
56102.3102.1487250027270.151274997272918
57102.5102.1487250027270.351274997272921
58102.9102.1487250027270.751274997272926
59103.6102.1487250027271.45127499727291
60104.3102.1487250027272.15127499727292


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
50.02384148489852470.04768296979704930.976158515101475
60.01757426573292510.03514853146585030.982425734267075
70.005881021451437330.01176204290287470.994118978548563
80.002120593486183050.00424118697236610.997879406513817
90.0005873207874810280.001174641574962060.999412679212519
100.0003557712515686550.000711542503137310.999644228748431
110.0009168606341702180.001833721268340440.99908313936583
120.001882293427581540.003764586855163070.998117706572418
130.003705845811439450.00741169162287890.99629415418856
140.01012844769091740.02025689538183490.989871552309083
150.03963724830114310.07927449660228610.960362751698857
160.1014788943524330.2029577887048660.898521105647567
170.1589061361096280.3178122722192570.841093863890372
180.2025578969564430.4051157939128860.797442103043557
190.2294502371804750.458900474360950.770549762819525
200.2510775982235120.5021551964470230.748922401776488
210.2368794864777230.4737589729554460.763120513522277
220.1916095578008840.3832191156017670.808390442199116
230.1437689484435470.2875378968870950.856231051556453
240.1113715365874790.2227430731749580.888628463412521
250.08041026190065450.1608205238013090.919589738099346
260.05640178441026950.1128035688205390.94359821558973
270.03848753082594340.07697506165188680.961512469174057
280.02559483255723550.05118966511447090.974405167442765
290.01663041118242540.03326082236485070.983369588817575
300.01025337316738880.02050674633477760.989746626832611
310.006102863341212230.01220572668242450.993897136658788
320.00353294387240690.00706588774481380.996467056127593
330.002047709886522250.00409541977304450.997952290113478
340.001205453219763790.002410906439527590.998794546780236
350.0007092189342856360.001418437868571270.999290781065714
360.000496346294412760.000992692588825520.999503653705587
370.0004492647420479600.0008985294840959190.999550735257952
380.0006355280684411090.001271056136882220.999364471931559
390.0007803521094718870.001560704218943770.999219647890528
400.0007300678438897760.001460135687779550.99926993215611
410.0005988867028345670.001197773405669130.999401113297165
420.0004264117423536790.0008528234847073570.999573588257646
430.0004505953531122420.0009011907062244830.999549404646888
440.0007594432955586330.001518886591117270.999240556704441
450.001098935986463720.002197871972927430.998901064013536
460.001026345438677350.002052690877354700.998973654561323
470.000530250119192780.001060500238385560.999469749880807
480.0002600903746498830.0005201807492997650.99973990962535
490.0002741415919005030.0005482831838010070.9997258584081
500.001476425958102910.002952851916205820.998523574041897
510.01189348024134960.02378696048269920.98810651975865
520.04095221250862780.08190442501725560.959047787491372
530.0689769328818470.1379538657636940.931023067118153
540.07987648116570250.1597529623314050.920123518834298
550.08976852569904360.1795370513980870.910231474300956


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level250.490196078431373NOK
5% type I error level330.647058823529412NOK
10% type I error level370.725490196078431NOK