Multiple Linear Regression - Estimated Regression Equation
Constant[t] = -0.731267597549556 + 0.0146779012617584Mortality[t] + 0.974896174406623Marriages[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-0.7312675975495560.485997-1.50470.1398910.069946
Mortality0.01467790126175840.0149490.98180.3317980.165899
Marriages0.9748961744066230.03429228.429400


Multiple Linear Regression - Regression Statistics
Multiple R0.997495961281934
R-squared0.99499819277377
Adjusted R-squared0.994760011477283
F-TEST (value)4177.48247846739
F-TEST (DF numerator)2
F-TEST (DF denominator)42
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.15097980924285
Sum Squared Residuals0.957385917558312


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
121.821.8099518833972-0.00995188339717043
221.521.616440438642-0.116440438642015
321.321.3371816974556-0.0371816974556087
421.121.1627515243407-0.0627515243407455
521.220.95896554870240.241034451297631
62121.0197604129886-0.0197604129886322
720.820.8189100176026-0.0189100176026043
820.520.6591577457495-0.159157745749501
920.420.38283458481540.0171654151845516
1020.120.2310367327063-0.131036732706276
1119.919.9224221889964-0.0224221889963603
1219.619.7597343368909-0.159734336890898
1319.419.4496520030548-0.0496520030548071
1419.219.2414626570379-0.0414626570378964
1519.119.00538529862360.0946147013763532
1619.118.92844474294940.171555257050552
1718.918.932848113328-0.0328481133279784
1818.718.7393366685728-0.0393366685728262
1918.718.53555069293440.164449307065553
2018.718.54288964356530.157110356434674
2118.418.5311473225559-0.13114732255592
2218.418.20932266771040.190677332289584
2318.318.21812940846750.0818705915325312
2418.418.16467349481210.235326505187914
2518.318.28271217401920.0172878259807946
2618.318.14999559355030.150004406449675
271818.1367854824147-0.136785482414743
2817.717.7782660744148-0.0782660744148438
2917.717.55331556789690.146684432103056
3017.917.50194291348080.398057086519209
3117.617.7086644693715-0.108664469371519
3217.717.42206677755420.27793322244576
3317.417.5430410370137-0.143041037013714
3417.117.2505721846917-0.150572184691724
3516.816.918472998963-0.118472998962992
3616.516.601051714496-0.101051714496016
3716.216.2806948497767-0.0806948497766884
3815.816.016114009852-0.21611400985204
3915.515.6100098487015-0.110009848701459
4015.215.3043308852439-0.104330885243889
4114.915.0001197119125-0.100119711912494
4214.614.6959085385811-0.0959085385811016
4314.414.39756852575440.00243147424559064
4414.514.17029790809720.329702091902783
4514.214.3000789083137-0.100078908313748


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.4648389441079150.9296778882158310.535161055892085
70.3063611397334810.6127222794669610.693638860266519
80.4233318158999260.8466636317998510.576668184100074
90.2905712393164650.5811424786329290.709428760683535
100.2173980774461440.4347961548922890.782601922553856
110.1545979813153260.3091959626306520.845402018684674
120.1397067156928440.2794134313856880.860293284307156
130.09232646751989840.1846529350397970.907673532480102
140.06033292240873440.1206658448174690.939667077591266
150.06651499967180060.1330299993436010.933485000328199
160.08023111654894250.1604622330978850.919768883451057
170.05338373703870090.1067674740774020.946616262961299
180.03463551786453650.0692710357290730.965364482135464
190.03402607052409130.06805214104818260.965973929475909
200.0285836942981290.0571673885962580.971416305701871
210.03831885709113670.07663771418227350.961681142908863
220.03477412540645610.06954825081291230.965225874593544
230.02049999880112780.04099999760225550.979500001198872
240.03226948408917930.06453896817835860.967730515910821
250.02053085746176870.04106171492353730.979469142538231
260.01839985806716340.03679971613432670.981600141932837
270.02458013740156160.04916027480312310.975419862598438
280.02912257562755430.05824515125510870.970877424372446
290.04501403306084130.09002806612168270.954985966939159
300.255443694009440.510887388018880.74455630599056
310.2541263417024510.5082526834049010.745873658297549
320.7612162536143270.4775674927713460.238783746385673
330.7730591246800560.4538817506398890.226940875319944
340.9079023992997480.1841952014005030.0920976007002515
350.9483196423913010.1033607152173980.0516803576086989
360.9277541940539490.1444916118921020.0722458059460509
370.9828669122928470.03426617541430620.0171330877071531
380.9565686707308470.08686265853830650.0434313292691532
390.935292560309080.1294148793818390.0647074396909195


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level50.147058823529412NOK
10% type I error level140.411764705882353NOK