Multiple Linear Regression - Estimated Regression Equation
Divorces[t] = + 1149.72 + 1.88001Month[t] -0.0360421Marriages[t] + 0.564791Accidents[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1149.72266.1374.324.44373e-052.22186e-05
Month1.8800110.38540.1810.8568060.428403
Marriages-0.03604210.0235739-1.5290.1302340.065117
Accidents0.5647910.1190164.7468.95936e-064.47968e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.509386
R-squared0.259474
Adjusted R-squared0.231705
F-TEST (value)9.34378
F-TEST (DF numerator)3
F-TEST (DF denominator)80
p-value2.29394e-05
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation293.706
Sum Squared Residuals6901040


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
119672518.02-551.022
224732565.9-92.8973
323972496.02-99.0219
419042427.51-523.51
527322739.2-7.20472
622972681.95-384.948
727342374.94359.065
827192451.05267.953
922962728.45-432.452
1032432821.83421.168
1121662585.14-419.137
1222612588.68-327.683
1324082411-2.99804
1425362356.62179.375
1523242324.35-0.349835
1621782434.12-256.124
1728032563.38239.615
1826042656.03-52.0298
1927822395.17386.834
2026562491.63164.372
2128012739.761.2995
2231222840.94281.064
2323932504.04-111.037
2422332438.08-205.077
2524512351.7899.2211
2625962193.72402.276
2724672279.3187.7
2822102272.66-62.663
2929482489.94458.063
3025072647.98-140.978
3130192503.89515.105
3224012438.38-37.382
3328182708.99109.014
3433052910.45394.546
3521012753.27-652.269
3625822667.44-85.4425
3724072414.94-7.9389
3824162357.6858.3186
3924632505.52-42.5164
4022282554.04-326.036
4126162533.9582.051
4229342639.06294.936
4326682392.16275.838
4428082485.08322.92
4526642696.53-32.5312
4631122706.42405.578
4723212591.11-270.111
4827182597.13120.87
4922972429.11-132.105
5025342492.9341.0693
5126472409.78237.223
5220642471.91-407.911
5326422653.96-11.9624
5427022660.7841.223
5523482427.19-79.1948
5627342380.1353.902
5727092640.4868.5182
5832062727.62478.382
5922142490.06-276.061
6025312403.19127.811
6121192331.45-212.448
6223692203.74165.256
6326822412.8269.196
6418402379.4-539.402
6526222439.58182.423
6625702579.03-9.02683
6724472322.39124.613
6828712446.85424.148
6924852611.4-126.403
7029572774.14182.862
7121022540.93-438.928
7222502341.73-91.7254
7320512164.53-113.533
7422602127.69132.31
7523272344.73-17.7291
7617812386.92-605.918
7726312449.91181.089
7821802573.63-393.634
7921502354.8-204.803
8028372368.17468.831
8119762568-592.005
8228362701.87134.133
8322032311.31-108.311
8417701985.72-215.715


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.567780.8644390.43222
80.4917580.9835160.508242
90.8145650.3708690.185435
100.8360860.3278280.163914
110.9485730.1028540.0514268
120.9429440.1141120.0570559
130.9267120.1465750.0732876
140.918010.1639790.0819896
150.8788120.2423770.121188
160.8494280.3011440.150572
170.8521450.2957090.147855
180.800950.3980990.19905
190.8239560.3520870.176044
200.7813920.4372170.218608
210.7343140.5313720.265686
220.7520620.4958770.247938
230.7030280.5939440.296972
240.6683310.6633380.331669
250.6207890.7584230.379211
260.6674880.6650240.332512
270.6194150.761170.380585
280.5597090.8805820.440291
290.6412410.7175190.358759
300.5876510.8246990.412349
310.696570.606860.30343
320.640240.7195190.35976
330.587790.824420.41221
340.6496850.7006290.350315
350.8375210.3249590.162479
360.7996550.400690.200345
370.7503450.4993110.249655
380.6972120.6055750.302788
390.6390130.7219750.360987
400.6520160.6959670.347984
410.5943310.8113370.405669
420.5903630.8192730.409637
430.5816510.8366980.418349
440.5943770.8112450.405623
450.5321270.9357460.467873
460.5807580.8384840.419242
470.5762120.8475770.423788
480.517610.9647810.48239
490.4679250.935850.532075
500.4047570.8095140.595243
510.377470.754940.62253
520.4293540.8587070.570646
530.3644440.7288880.635556
540.3033620.6067240.696638
550.2510770.5021550.748923
560.2848570.5697140.715143
570.229990.459980.77001
580.313030.6260610.68697
590.2989540.5979080.701046
600.2500370.5000730.749963
610.2278970.4557950.772103
620.1834230.3668460.816577
630.1729820.3459650.827018
640.2663380.5326770.733662
650.234660.469320.76534
660.1780040.3560090.821996
670.150320.300640.84968
680.2584810.5169620.741519
690.1952740.3905480.804726
700.1826670.3653340.817333
710.1990460.3980920.800954
720.1385190.2770380.861481
730.09578470.1915690.904215
740.05924570.1184910.940754
750.03539810.07079610.964602
760.07365670.1473130.926343
770.04138970.08277930.95861


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level00OK
10% type I error level20.028169OK