Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.3953 -0.00302109`MDVP:Fo(Hz)`[t] -0.000252553`MDVP:Fhi(Hz)`[t] -0.00233902`MDVP:Flo(Hz)`[t] -66.2827`MDVP:Jitter(%)`[t] -3185.79`MDVP:Jitter(Abs)`[t] + 99.8426`MDVP:RAP`[t] + 49.0614`MDVP:PPQ`[t] + 8.72775`MDVP:Shimmer`[t] -0.211862`MDVP:Shimmer(dB)`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.39530.2097776.6513.1784e-101.5892e-10
`MDVP:Fo(Hz)`-0.003021090.00133046-2.2710.0243170.0121585
`MDVP:Fhi(Hz)`-0.0002525530.000339874-0.74310.4583760.229188
`MDVP:Flo(Hz)`-0.002339020.000832544-2.8090.005495660.00274783
`MDVP:Jitter(%)`-66.282763.1483-1.050.2952550.147628
`MDVP:Jitter(Abs)`-3185.793930.52-0.81050.4186790.209339
`MDVP:RAP`99.842674.12941.3470.179670.0898352
`MDVP:PPQ`49.061452.45710.93530.350870.175435
`MDVP:Shimmer`8.7277510.95450.79670.426630.213315
`MDVP:Shimmer(dB)`-0.2118621.17943-0.17960.8576390.428819


Multiple Linear Regression - Regression Statistics
Multiple R0.543585
R-squared0.295484
Adjusted R-squared0.26121
F-TEST (value)8.6213
F-TEST (DF numerator)9
F-TEST (DF denominator)185
p-value9.30082e-11
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.371212
Sum Squared Residuals25.4926


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.0077-0.00770496
211.03375-0.0337454
311.04698-0.0469844
411.0134-0.013402
511.08515-0.0851537
610.9792640.0207358
710.7769850.223015
810.8519440.148056
910.899390.10061
1010.9447780.0552216
1110.9383760.0616244
1210.9703150.0296849
1310.6553140.344686
1410.7739360.226064
1510.7763130.223687
1610.7370490.262951
1710.6818030.318197
1810.7366590.263341
1911.01897-0.0189669
2010.7146680.285332
2110.9298670.0701332
2210.9355950.064405
2310.9063960.0936038
2410.8445330.155467
2510.7002560.299744
2610.9823270.0176726
2710.7487960.251204
2810.7935050.206495
2910.7730150.226985
3010.7685930.231407
3100.398474-0.398474
3200.370826-0.370826
3300.383339-0.383339
3400.33245-0.33245
3500.334028-0.334028
3600.355417-0.355417
3710.5764590.423541
3810.5629140.437086
3910.4702050.529795
4010.4693720.530628
4110.4588180.541182
4210.5018220.498178
4300.236159-0.236159
4400.203873-0.203873
4500.158143-0.158143
4600.173334-0.173334
4700.167366-0.167366
4800.220128-0.220128
4900.626963-0.626963
5000.657418-0.657418
5100.700745-0.700745
5200.643498-0.643498
5300.677833-0.677833
5400.663847-0.663847
5510.8347110.165289
5610.8298870.170113
5710.9012720.0987281
5810.7423050.257695
5910.7606580.239342
6010.7402870.259713
6100.576615-0.576615
6200.581754-0.581754
6300.311741-0.311741
6400.257123-0.257123
6500.225817-0.225817
6600.512825-0.512825
6710.8995230.100477
6810.8898750.110125
6911.02588-0.0258756
7011.0933-0.0932973
7110.9286450.0713551
7211.01816-0.0181642
7310.7774550.222545
7410.7401240.259876
7510.8881570.111843
7610.8509880.149012
7710.9938660.00613383
7810.8592880.140712
7910.993170.00682995
8010.9544890.0455106
8111.06292-0.0629168
8211.00826-0.00826054
8310.9332540.0667462
8410.9762340.0237664
8510.9600260.0399742
8610.7069110.293089
8710.7160740.283926
8810.9562720.0437275
8911.06002-0.0600218
9010.7378090.262191
9111.09202-0.0920201
9211.04342-0.043421
9310.8327940.167206
9411.05075-0.0507485
9510.9649610.0350392
9610.743130.25687
9710.7408580.259142
9810.856630.14337
9910.956830.0431702
10011.07383-0.0738262
10111.18133-0.181332
10211.14632-0.146319
10311.25-0.250004
10410.7455740.254426
10510.6304910.369509
10610.6283450.371655
10710.5904110.409589
10810.6212340.378766
10910.63010.3699
11010.7839620.216038
11110.7068080.293192
11210.3995570.600443
11310.4949220.505078
11410.3917580.608242
11510.6694080.330592
11610.59520.4048
11710.6372890.362711
11810.6025670.397433
11910.4873350.512665
12010.4057970.594203
12110.6569080.343092
12210.6042050.395795
12311.00368-0.00367539
12410.7880090.211991
12510.8530750.146925
12610.8501070.149893
12710.8958470.104153
12810.8391050.160895
12910.7062140.293786
13010.76290.2371
13110.7936990.206301
13210.8172420.182758
13310.8105760.189424
13410.755120.24488
13511.02977-0.0297692
13611.00577-0.00577061
13711.0325-0.0324985
13811.09443-0.0944304
13911.10336-0.103355
14010.9082370.0917633
14110.7423570.257643
14210.9619290.0380713
14310.6117320.388268
14410.6418630.358137
14510.487360.51264
14610.5864860.413514
14711.01622-0.0162154
14810.8287460.171254
14910.9230520.0769482
15010.7316750.268325
15110.8510150.148985
15211.31341-0.313408
15311.0262-0.0262045
15410.8394880.160512
15510.8690920.130908
15610.9087460.0912543
15710.8285590.171441
15810.89320.1068
15910.8533370.146663
16010.838130.16187
16111.01166-0.0116593
16210.9205560.079444
16310.9547420.0452575
16410.8421180.157882
16510.8677930.132207
16600.562073-0.562073
16700.182409-0.182409
16800.162352-0.162352
16900.730402-0.730402
17000.272507-0.272507
17100.1864-0.1864
17200.793606-0.793606
17300.835492-0.835492
17400.839391-0.839391
17500.838641-0.838641
17600.805443-0.805443
17700.822251-0.822251
17810.6277810.372219
17910.6624770.337523
18010.65290.3471
18110.6953620.304638
18210.6575020.342498
18310.6924650.307535
18400.805112-0.805112
18500.794835-0.794835
18600.804347-0.804347
18700.730661-0.730661
18800.711986-0.711986
18900.821125-0.821125
19000.757088-0.757088
19100.850996-0.850996
19200.677833-0.677833
19300.523799-0.523799
19400.611528-0.611528
19500.602644-0.602644


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
132.88533e-565.77066e-561
141.27032e-622.54064e-621
152.66719e-775.33437e-771
16001
171.67658e-1153.35317e-1151
186.53564e-1211.30713e-1201
191.67749e-1363.35498e-1361
209.53607e-1611.90721e-1601
217.49265e-1911.49853e-1901
222.16205e-1804.3241e-1801
238.38488e-1991.67698e-1981
248.96116e-2111.79223e-2101
255.11151e-2351.0223e-2341
262.11524e-2734.23049e-2731
274.29088e-2658.58176e-2651
285.09768e-2721.01954e-2711
294.41834e-2968.83667e-2961
303.41817e-3016.83633e-3011
311.5092e-083.0184e-081
321.27119e-082.54239e-081
335.22194e-091.04439e-081
341.5719e-093.14379e-091
354.67569e-109.35138e-101
361.40813e-102.81625e-101
376.02754e-081.20551e-071
381.07425e-062.1485e-060.999999
397.46846e-050.0001493690.999925
400.0006556210.001311240.999344
410.002610930.005221860.997389
420.003676640.007353270.996323
430.002470580.004941160.997529
440.001572710.003145410.998427
450.001033610.002067230.998966
460.0006485890.001297180.999351
470.0004072480.0008144960.999593
480.0002524960.0005049910.999748
490.00106420.002128410.998936
500.001643330.003286670.998357
510.002676780.005353560.997323
520.002446770.004893540.997553
530.003109080.006218160.996891
540.003700820.007401640.996299
550.003594010.007188020.996406
560.004587750.00917550.995412
570.003699570.007399150.9963
580.00475430.009508590.995246
590.005411590.01082320.994588
600.004324650.00864930.995675
610.01451580.02903170.985484
620.02747890.05495780.972521
630.02501460.05002930.974985
640.0221640.0443280.977836
650.01879590.03759170.981204
660.02124460.04248910.978755
670.01622860.03245710.983771
680.0124090.02481790.987591
690.009178710.01835740.990821
700.007202910.01440580.992797
710.005255120.01051020.994745
720.003782770.007565540.996217
730.002781390.005562770.997219
740.006160910.01232180.993839
750.004592960.009185920.995407
760.003398950.006797910.996601
770.002421480.004842950.997579
780.001749970.003499940.99825
790.001221720.002443430.998778
800.000981280.001962560.999019
810.0006914860.001382970.999309
820.0004912050.000982410.999509
830.0003569270.0007138550.999643
840.000280110.000560220.99972
850.0001925760.0003851520.999807
860.0001894180.0003788360.999811
870.0002278830.0004557660.999772
880.0001570830.0003141670.999843
890.0001085690.0002171390.999891
907.47568e-050.0001495140.999925
915.68047e-050.0001136090.999943
924.72377e-059.44753e-050.999953
933.15105e-056.30209e-050.999968
942.03197e-054.06394e-050.99998
951.27528e-052.55056e-050.999987
969.17579e-061.83516e-050.999991
976.98344e-061.39669e-050.999993
984.54515e-069.0903e-060.999995
992.74186e-065.48371e-060.999997
1001.82824e-063.65649e-060.999998
1011.44794e-062.89588e-060.999999
1021.42783e-062.85566e-060.999999
1034.79901e-069.59802e-060.999995
1043.82225e-067.6445e-060.999996
1053.21927e-066.43854e-060.999997
1063.05679e-066.11358e-060.999997
1072.88047e-065.76094e-060.999997
1082.86078e-065.72155e-060.999997
1092.40981e-064.81962e-060.999998
1101.62769e-063.25537e-060.999998
1111.32242e-062.64483e-060.999999
1122.56695e-065.1339e-060.999997
1133.15199e-066.30397e-060.999997
1149.59839e-061.91968e-050.99999
1158.0446e-061.60892e-050.999992
1168.36617e-061.67323e-050.999992
1178.05131e-061.61026e-050.999992
1188.79e-061.758e-050.999991
1192.09351e-054.18701e-050.999979
1209.52484e-050.0001904970.999905
1210.0001509750.0003019510.999849
1220.000224790.000449580.999775
1230.0001591710.0003183430.999841
1240.0001514540.0003029070.999849
1250.0001589090.0003178180.999841
1260.0001758510.0003517010.999824
1270.0001725730.0003451450.999827
1280.0001772590.0003545180.999823
1290.0001691350.0003382710.999831
1300.0001608880.0003217760.999839
1310.0001561630.0003123260.999844
1320.0001517040.0003034090.999848
1330.000178990.000357980.999821
1340.0002290590.0004581190.999771
1350.0001741350.0003482710.999826
1360.0001159580.0002319160.999884
1377.57764e-050.0001515530.999924
1385.23448e-050.000104690.999948
1394.63306e-059.26612e-050.999954
1403.27912e-056.55825e-050.999967
1414.04377e-058.08754e-050.99996
1422.55748e-055.11496e-050.999974
1433.24309e-056.48617e-050.999968
1440.0001204210.0002408420.99988
1450.0002921760.0005843510.999708
1460.002130950.00426190.997869
1470.001464760.002929530.998535
1480.001013310.002026610.998987
1490.000772510.001545020.999227
1500.0005473020.00109460.999453
1510.0003564620.0007129240.999644
1520.0003567030.0007134060.999643
1530.0002282180.0004564350.999772
1540.0001899740.0003799490.99981
1550.0001558230.0003116470.999844
1560.0001212430.0002424860.999879
1570.0001270760.0002541520.999873
1580.0002788030.0005576060.999721
1590.0001678880.0003357760.999832
1600.0001426540.0002853090.999857
1619.94529e-050.0001989060.999901
1626.78558e-050.0001357120.999932
1635.61602e-050.000112320.999944
1649.75367e-050.0001950730.999902
1650.003648990.007297970.996351
1660.004775370.009550740.995225
1670.005127470.01025490.994873
1680.01521630.03043260.984784
1690.02383120.04766230.976169
1700.01721060.03442120.982789
1710.997930.004139640.00206982
1720.9987310.002538830.00126942
1730.9979860.004027940.00201397
1740.9966070.006785550.00339277
1750.9940820.01183690.00591845
1760.9980910.003817960.00190898
1770.9997120.0005766210.000288311
1780.9999529.672e-054.836e-05
1790.9997320.0005352010.0002676
1800.9989880.002023940.00101197
1810.99580.008399820.00419991
1820.9863490.02730220.0136511


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1510.888235NOK
5% type I error level1680.988235NOK
10% type I error level1701NOK