Multiple Linear Regression - Estimated Regression Equation
status[t] = + 0.46387 -0.00459671`MDVP:Fo(Hz)`[t] + 1.55319`Shimmer:DDA`[t] + 3.15271`MDVP:APQ`[t] -8.42773`MDVP:Jitter(%)`[t] + 0.389008D2[t] -0.0483704RPDE[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)0.463870.2398991.9340.05466390.0273319
`MDVP:Fo(Hz)`-0.004596710.000706406-6.5076.76037e-103.38018e-10
`Shimmer:DDA`1.553191.95860.7930.4287720.214386
`MDVP:APQ`3.152713.756790.83920.4024210.201211
`MDVP:Jitter(%)`-8.427738.38273-1.0050.3160120.158006
D20.3890080.08292814.6915.22089e-062.61045e-06
RPDE-0.04837040.302468-0.15990.8731160.436558


Multiple Linear Regression - Regression Statistics
Multiple R0.582673
R-squared0.339507
Adjusted R-squared0.318428
F-TEST (value)16.106
F-TEST (DF numerator)6
F-TEST (DF denominator)188
p-value6.43929e-15
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.356547
Sum Squared Residuals23.8997


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
110.9167670.0832328
211.04864-0.0486442
310.971020.0289805
411.01341-0.0134101
511.01281-0.0128114
610.8697570.130243
710.6545590.345441
810.7966310.203369
910.9552040.0447956
1011.04622-0.0462165
1111.0321-0.0320975
1211.13178-0.131783
1310.6480680.351932
1410.8411070.158893
1510.6292690.370731
1610.6886890.311311
1710.7192510.280749
1810.9422020.0577978
1911.17203-0.17203
2010.9761350.0238649
2110.9252220.0747777
2210.9173650.0826348
2310.9970940.00290649
2410.8101610.189839
2510.758670.24133
2611.21249-0.212492
2710.726890.27311
2810.7286840.271316
2910.6611050.338895
3010.5089380.491062
3100.243085-0.243085
3200.372496-0.372496
3300.15963-0.15963
3400.146502-0.146502
3500.0967907-0.0967907
3600.513863-0.513863
3710.662380.33762
3810.6838960.316104
3910.5462250.453775
4010.5636290.436371
4110.5656810.434319
4210.5733890.426611
4300.35764-0.35764
4400.272558-0.272558
4500.281376-0.281376
4600.299491-0.299491
4700.301923-0.301923
4800.103145-0.103145
4900.72415-0.72415
5000.723154-0.723154
5100.655569-0.655569
5200.870953-0.870953
5300.698258-0.698258
5400.799195-0.799195
5510.7808560.219144
5610.8026380.197362
5710.7951110.204889
5810.7390040.260996
5910.6771430.322857
6010.7124260.287574
6100.508465-0.508465
6200.38576-0.38576
6300.366922-0.366922
6400.424751-0.424751
6500.225786-0.225786
6600.283497-0.283497
6710.8075170.192483
6810.7822030.217797
6910.7643810.235619
7010.7976940.202306
7110.7802430.219757
7211.0027-0.00270183
7310.7993190.200681
7410.7553680.244632
7510.8821090.117891
7610.7273250.272675
7710.8579610.142039
7810.6989350.301065
7910.8892930.110707
8010.96750.0324999
8111.16283-0.16283
8210.9584220.0415776
8310.985620.0143803
8410.8526960.147304
8511.00217-0.00217437
8610.9636490.0363513
8710.8055180.194482
8811.11939-0.119393
8911.09543-0.0954293
9011.19353-0.193534
9111.22575-0.225751
9211.00338-0.00337776
9310.8408490.159151
9410.8142890.185711
9510.7011210.298879
9610.7649020.235098
9710.8207230.179277
9810.9870020.0129981
9910.9333360.0666641
10011.06375-0.0637546
10111.18295-0.182949
10211.05137-0.0513665
10311.03664-0.0366363
10410.5736580.426342
10510.5805710.419429
10610.5764120.423588
10710.6028510.397149
10810.7665350.233465
10910.6814890.318511
11010.6509750.349025
11110.574090.42591
11210.4966670.503333
11310.4678660.532134
11410.4810230.518977
11510.7027770.297223
11610.802310.19769
11710.7715530.228447
11810.8536210.146379
11910.7434420.256558
12010.6131590.386841
12110.9378240.0621763
12210.685750.31425
12310.7785520.221448
12410.4983020.501698
12510.5222340.477766
12610.5097560.490244
12710.6017170.398283
12810.5358040.464196
12910.8139520.186048
13010.7364010.263599
13110.9052630.0947367
13210.9123430.0876573
13310.9018580.098142
13410.709680.29032
13511.05784-0.0578408
13611.11512-0.115119
13711.07346-0.0734629
13811.17598-0.175982
13911.10166-0.101658
14010.9768970.023103
14110.9216540.0783459
14210.7788530.221147
14310.6252290.374771
14410.5351710.464829
14510.6216550.378345
14610.6094990.390501
14711.30702-0.307017
14811.02999-0.0299905
14911.07619-0.0761857
15010.8741860.125814
15110.8974330.102567
15211.18078-0.180781
15310.9966570.00334256
15410.7315380.268462
15510.9128230.0871772
15610.939190.0608101
15710.9728350.0271645
15811.10512-0.105122
15911.03415-0.0341456
16010.772480.22752
16110.8982580.101742
16210.9729860.0270136
16310.9705960.0294036
16410.6938820.306118
16511.01978-0.0197753
16600.318381-0.318381
16700.109664-0.109664
16800.048708-0.048708
16900.696267-0.696267
17000.276563-0.276563
17100.179579-0.179579
17200.816749-0.816749
17300.717446-0.717446
17400.685065-0.685065
17500.688738-0.688738
17600.727674-0.727674
17700.744789-0.744789
17810.7464090.253591
17910.690660.30934
18010.9109580.0890425
18110.7320120.267988
18210.8638360.136164
18310.6965940.303406
18400.750993-0.750993
18500.767837-0.767837
18600.759149-0.759149
18700.785121-0.785121
18800.783645-0.783645
18900.687887-0.687887
19000.477556-0.477556
19100.831972-0.831972
19200.649471-0.649471
19300.68064-0.68064
19400.406947-0.406947
19500.493869-0.493869


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
105.55454e-481.11091e-471
119.69456e-671.93891e-661
127.8775e-781.5755e-771
133.39429e-1056.78859e-1051
142.61705e-1075.2341e-1071
151.04688e-1222.09376e-1221
16001
171.89966e-1643.79931e-1641
181.43301e-1692.86601e-1691
199.31603e-1841.86321e-1831
201.17742e-2082.35483e-2081
211.40494e-2422.80989e-2421
226.88907e-2331.37781e-2321
232.16112e-2444.32224e-2441
246.90818e-2631.38164e-2621
259.2207e-2821.84414e-2811
264.94065645841247e-3249.88131291682493e-3241
271.74150999999993e-3113.48301000000002e-3111
288.59674223763769e-3221.71934844752754e-3211
29001
30001
317.52821e-061.50564e-050.999992
320.0002832350.000566470.999717
330.0004267360.0008534710.999573
340.0004250230.0008500470.999575
350.000292120.000584240.999708
360.0008649550.001729910.999135
370.001280590.002561170.998719
380.00122420.002448390.998776
390.00178440.003568790.998216
400.00220540.00441080.997795
410.002231450.00446290.997769
420.001997840.003995690.998002
430.002638850.00527770.997361
440.001833690.003667380.998166
450.001295030.002590070.998705
460.0008984950.001796990.999102
470.0005966950.001193390.999403
480.0004870790.0009741570.999513
490.006169760.01233950.99383
500.02897470.05794950.971025
510.0546990.1093980.945301
520.1780460.3560930.821954
530.274690.549380.72531
540.4628260.9256520.537174
550.4453620.8907230.554638
560.4236430.8472850.576357
570.4047240.8094480.595276
580.3737120.7474250.626288
590.3539820.7079640.646018
600.3336260.6672530.666374
610.3670170.7340340.632983
620.3522640.7045280.647736
630.3458280.6916550.654172
640.3600190.7200380.639981
650.3360670.6721340.663933
660.3189530.6379070.681047
670.2912610.5825220.708739
680.2588340.5176680.741166
690.2610580.5221150.738942
700.2772430.5544850.722757
710.2477460.4954910.752254
720.2139970.4279930.786003
730.1974890.3949770.802511
740.1810850.3621710.818915
750.1580690.3161380.841931
760.1456420.2912840.854358
770.1329030.2658060.867097
780.124480.248960.87552
790.1066190.2132380.893381
800.08914280.1782860.910857
810.07384060.1476810.926159
820.0606960.1213920.939304
830.0491490.09829810.950851
840.04216090.08432170.957839
850.03576070.07152140.964239
860.03195430.06390870.968046
870.03123390.06246780.968766
880.02520450.0504090.974795
890.02016690.04033380.979833
900.01678110.03356220.983219
910.01440990.02881990.98559
920.01101090.02202190.988989
930.008906420.01781280.991094
940.007206840.01441370.992793
950.006839770.01367950.99316
960.00588170.01176340.994118
970.004674780.009349560.995325
980.003424980.006849970.996575
990.002576180.005152360.997424
1000.002018830.004037670.997981
1010.001452560.002905130.998547
1020.001051920.002103830.998948
1030.000816530.001633060.999183
1040.000956790.001913580.999043
1050.001139020.002278050.998861
1060.001435740.002871480.998564
1070.001694360.003388720.998306
1080.001407820.002815640.998592
1090.00146160.002923210.998538
1100.00176640.003532810.998234
1110.00224590.004491810.997754
1120.003615880.007231760.996384
1130.006047640.01209530.993952
1140.008870520.0177410.991129
1150.008363650.01672730.991636
1160.007340180.01468040.99266
1170.00624660.01249320.993753
1180.004736710.009473420.995263
1190.004029960.008059910.99597
1200.004232320.008464640.995768
1210.003310790.006621590.996689
1220.003551190.007102380.996449
1230.003238910.006477820.996761
1240.004790370.009580730.99521
1250.006774940.01354990.993225
1260.01034240.02068480.989658
1270.01339970.02679930.9866
1280.0209320.04186410.979068
1290.02066210.04132420.979338
1300.02329880.04659770.976701
1310.02051450.04102890.979486
1320.01789880.03579770.982101
1330.01601130.03202270.983989
1340.02334190.04668390.976658
1350.01788990.03577980.98211
1360.01392710.02785420.986073
1370.01059270.02118540.989407
1380.008730910.01746180.991269
1390.006789160.01357830.993211
1400.004949530.009899050.99505
1410.003649650.007299290.99635
1420.003215420.006430830.996785
1430.003058330.006116660.996942
1440.004501450.009002910.995499
1450.005099110.01019820.994901
1460.005724280.01144860.994276
1470.006301760.01260350.993698
1480.00445710.00891420.995543
1490.00326290.006525790.996737
1500.002474870.004949750.997525
1510.002045820.004091640.997954
1520.002050750.00410150.997949
1530.002007140.004014280.997993
1540.003146750.00629350.996853
1550.0029920.0059840.997008
1560.002534840.005069690.997465
1570.002345710.004691410.997654
1580.002189880.004379760.99781
1590.00210480.004209610.997895
1600.001814670.003629340.998185
1610.001203920.002407850.998796
1620.0008702350.001740470.99913
1630.001013430.002026870.998987
1640.01605950.0321190.98394
1650.5668190.8663620.433181
1660.5177780.9644430.482222
1670.501870.9962610.49813
1680.4380840.8761680.561916
1690.5066730.9866540.493327
1700.5697570.8604860.430243
1710.5044960.9910080.495504
1720.587890.8242210.41211
1730.6550670.6898660.344933
1740.646820.706360.35318
1750.6460040.7079920.353996
1760.6273780.7452430.372622
1770.9355090.1289820.0644911
1780.9079340.1841330.0920663
1790.9206080.1587840.0793921
1800.8895070.2209860.110493
1810.822680.354640.17732
1820.9280760.1438470.0719237
183100
184100
185100


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level860.488636NOK
5% type I error level1190.676136NOK
10% type I error level1260.715909NOK