Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.29477 -0.00238094`MDVP:Fo(Hz)`[t] -0.000185002`MDVP:Fhi(Hz)`[t] -0.00244012`MDVP:Flo(Hz)`[t] -94.729`MDVP:Jitter(%)`[t] -85.0461`MDVP:Jitter(Abs)`[t] + 116.985`MDVP:RAP`[t] + 40.7796`MDVP:PPQ`[t] + 4.45967`MDVP:Shimmer`[t] -0.527263`MDVP:Shimmer(dB)`[t] + 9.49206`MDVP:APQ`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.294770.2215455.8442.27283e-081.13642e-08
`MDVP:Fo(Hz)`-0.002380940.0014057-1.6940.09199860.0459993
`MDVP:Fhi(Hz)`-0.0001850020.000342546-0.54010.5897960.294898
`MDVP:Flo(Hz)`-0.002440120.000833719-2.9270.003856730.00192837
`MDVP:Jitter(%)`-94.72966.2705-1.4290.1545770.0772884
`MDVP:Jitter(Abs)`-85.04614517.35-0.018830.9850.4925
`MDVP:RAP`116.98574.98061.560.1204310.0602156
`MDVP:PPQ`40.779652.67050.77420.4397830.219892
`MDVP:Shimmer`4.4596711.35560.39270.6949740.347487
`MDVP:Shimmer(dB)`-0.5272631.19847-0.43990.6604910.330246
`MDVP:APQ`9.492066.867751.3820.168610.084305


Multiple Linear Regression - Regression Statistics
Multiple R0.550203
R-squared0.302723
Adjusted R-squared0.264828
F-TEST (value)7.98837
F-TEST (DF numerator)10
F-TEST (DF denominator)184
p-value1.2103e-10
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.370302
Sum Squared Residuals25.2307


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
110.9595650.0404346
210.9602350.0397654
310.9930660.00693369
410.9698890.0301112
511.03559-0.0355892
610.9065710.0934288
710.7746880.225312
810.8474760.152524
910.9252230.0747775
1010.9875690.0124314
1110.9780610.0219393
1210.9946530.00534682
1310.6453310.354669
1410.8119110.188089
1510.7541870.245813
1610.7570670.242933
1710.7190030.280997
1810.7624430.237557
1911.13292-0.132918
2010.8087410.191259
2111.00339-0.00338749
2211.04773-0.0477274
2311.00139-0.0013876
2410.8980880.101912
2510.7066580.293342
2611.0616-0.0616014
2710.7863740.213626
2810.7937860.206214
2910.7992670.200733
3010.7962750.203725
3100.380663-0.380663
3200.367488-0.367488
3300.385057-0.385057
3400.340268-0.340268
3500.343839-0.343839
3600.367574-0.367574
3710.553580.44642
3810.5548260.445174
3910.4845920.515408
4010.4820960.517904
4110.4745430.525457
4210.4969720.503028
4300.222596-0.222596
4400.20989-0.20989
4500.18015-0.18015
4600.185112-0.185112
4700.18789-0.18789
4800.255853-0.255853
4900.610833-0.610833
5000.62505-0.62505
5100.662468-0.662468
5200.63464-0.63464
5300.629863-0.629863
5400.647617-0.647617
5510.82240.1776
5610.8198240.180176
5710.8836910.116309
5810.7163320.283668
5910.7486110.251389
6010.7343880.265612
6100.576479-0.576479
6200.593978-0.593978
6300.315838-0.315838
6400.256291-0.256291
6500.240151-0.240151
6600.532706-0.532706
6710.8790060.120994
6810.9018140.0981863
6910.9700410.0299588
7011.03737-0.0373747
7110.9352360.0647637
7210.9928090.00719062
7310.7493460.250654
7410.7722420.227758
7510.8624320.137568
7610.8540690.145931
7710.9445670.055433
7810.8346630.165337
7911.00722-0.00722043
8010.9473190.0526811
8111.06109-0.0610855
8211.00717-0.00716948
8310.9346120.0653878
8410.9478230.0521774
8510.9186970.0813026
8610.6883360.311664
8710.7123050.287695
8810.9233890.0766109
8911.02639-0.0263919
9010.7120610.287939
9111.048-0.0480039
9210.9866510.0133492
9310.7980120.201988
9411.01281-0.0128075
9510.9546970.045303
9610.7296060.270394
9710.7444530.255547
9810.8752340.124766
9911.01075-0.0107467
10011.13851-0.138508
10111.17876-0.178764
10211.18485-0.184853
10311.15653-0.156532
10410.756010.24399
10510.6191260.380874
10610.6219840.378016
10710.584970.41503
10810.6284610.371539
10910.6316910.368309
11010.74520.2548
11110.7058170.294183
11210.382070.61793
11310.4518570.548143
11410.4004820.599518
11510.6560320.343968
11610.5659730.434027
11710.6534440.346556
11810.617110.38289
11910.5089690.491031
12010.4162670.583733
12110.6766520.323348
12210.6206080.379392
12310.963720.0362803
12410.7779820.222018
12510.8132590.186741
12610.8405040.159496
12710.899180.10082
12810.8427750.157225
12910.7010790.298921
13010.7447240.255276
13110.7928110.207189
13210.8063420.193658
13310.7975860.202414
13410.7513270.248673
13511.03455-0.0345466
13610.9921670.00783291
13711.08313-0.0831289
13811.08136-0.0813636
13911.09782-0.0978232
14010.9258710.0741286
14110.7488160.251184
14210.9056760.0943241
14310.6024080.397592
14410.6507050.349295
14510.4859530.514047
14610.6151830.384817
14711.15419-0.154187
14810.9032320.0967677
14910.9330630.0669366
15010.6886060.311394
15110.8334710.166529
15211.48201-0.482012
15310.938580.0614196
15410.857610.14239
15510.8788570.121143
15610.8989590.101041
15710.8285770.171423
15810.8774450.122555
15910.8679950.132005
16010.8788820.121118
16111.09106-0.0910604
16210.9401740.0598261
16310.9832210.0167789
16410.8517150.148285
16510.8919590.108041
16600.565822-0.565822
16700.182506-0.182506
16800.157518-0.157518
16900.688424-0.688424
17000.240395-0.240395
17100.179894-0.179894
17200.777759-0.777759
17300.824413-0.824413
17400.820157-0.820157
17500.826034-0.826034
17600.785813-0.785813
17700.803676-0.803676
17810.6189390.381061
17910.6508860.349114
18010.6581130.341887
18110.7041890.295811
18210.6622060.337794
18310.6682380.331762
18400.841727-0.841727
18500.832294-0.832294
18600.842056-0.842056
18700.762814-0.762814
18800.725387-0.725387
18900.822937-0.822937
19000.705572-0.705572
19100.81251-0.81251
19200.662596-0.662596
19300.444221-0.444221
19400.578854-0.578854
19500.59502-0.59502


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
144.7356e-499.47119e-491
158.1856e-651.63712e-641
16001
171.87572e-993.75144e-991
182.52265e-1065.0453e-1061
191.70763e-1213.41526e-1211
201.16139e-1442.32278e-1441
211.64045e-1733.2809e-1731
222.0321e-1654.0642e-1651
231.39281e-1832.78561e-1831
248.88148e-1961.7763e-1951
252.09059e-2194.18118e-2191
262.23523e-2564.47046e-2561
271.45847e-2492.91694e-2491
285.39864e-2571.07973e-2561
291.35955e-2802.71911e-2801
302.98725e-2865.9745e-2861
312.75795e-085.5159e-081
321.67541e-083.35082e-081
335.74689e-091.14938e-081
341.72909e-093.45817e-091
355.12366e-101.02473e-091
361.47665e-102.9533e-101
371.71754e-083.43508e-081
383.27028e-076.54056e-071
395.18932e-050.0001037860.999948
400.0005439350.001087870.999456
410.002566750.00513350.997433
420.003490530.006981060.996509
430.002386870.004773740.997613
440.001503050.00300610.998497
450.001045020.002090050.998955
460.0006532270.001306450.999347
470.0004121510.0008243010.999588
480.0002613750.0005227510.999739
490.001510180.003020350.99849
500.002254790.004509590.997745
510.003198230.006396460.996802
520.002893450.005786890.997107
530.003261920.006523840.996738
540.00376230.00752460.996238
550.003257750.006515490.996742
560.003625450.007250890.996375
570.002775860.005551730.997224
580.002481650.004963290.997518
590.002216010.004432030.997784
600.001853350.003706710.998147
610.004314910.008629810.995685
620.006134060.01226810.993866
630.005167720.01033540.994832
640.00422010.008440190.99578
650.00341280.006825590.996587
660.003549780.007099550.99645
670.002813970.005627950.997186
680.001976170.003952340.998024
690.002486310.004972610.997514
700.001762660.003525320.998237
710.001253940.002507890.998746
720.0008419770.001683950.999158
730.0006274030.001254810.999373
740.001029390.002058790.998971
750.000714830.001429660.999285
760.0004955620.0009911240.999504
770.0003428240.0006856480.999657
780.0002374040.0004748090.999763
790.0001570010.0003140020.999843
800.0001428930.0002857860.999857
819.55231e-050.0001910460.999904
826.52647e-050.0001305290.999935
834.6604e-059.3208e-050.999953
843.36395e-056.72789e-050.999966
852.11615e-054.2323e-050.999979
862.57997e-055.15995e-050.999974
874.34293e-058.68586e-050.999957
883.39227e-056.78455e-050.999966
892.82322e-055.64644e-050.999972
901.88561e-053.77123e-050.999981
911.30534e-052.61069e-050.999987
921.08329e-052.16658e-050.999989
937.21095e-061.44219e-050.999993
944.46064e-068.92129e-060.999996
952.70091e-065.40181e-060.999997
961.86953e-063.73906e-060.999998
971.29521e-062.59042e-060.999999
987.73041e-071.54608e-060.999999
994.54999e-079.09998e-071
1004.16395e-078.32791e-071
1013.35789e-076.71579e-071
1024.64821e-079.29642e-071
1039.15229e-071.83046e-060.999999
1047.36472e-071.47294e-060.999999
1056.40897e-071.28179e-060.999999
1066.49936e-071.29987e-060.999999
1076.1223e-071.22446e-060.999999
1085.95995e-071.19199e-060.999999
1094.70156e-079.40312e-071
1103.64947e-077.29895e-071
1112.86066e-075.72132e-071
1126.17628e-071.23526e-060.999999
1139.18216e-071.83643e-060.999999
1142.91818e-065.83635e-060.999997
1152.36704e-064.73408e-060.999998
1163.31461e-066.62922e-060.999997
1172.95613e-065.91226e-060.999997
1182.94526e-065.89052e-060.999997
1197.80625e-061.56125e-050.999992
1205.05026e-050.0001010050.999949
1218.2059e-050.0001641180.999918
1220.0001174210.0002348420.999883
1238.04971e-050.0001609940.99992
1247.47631e-050.0001495260.999925
1257.86012e-050.0001572020.999921
1268.93897e-050.0001787790.999911
1278.92048e-050.000178410.999911
1288.9409e-050.0001788180.999911
1298.6164e-050.0001723280.999914
1308.10847e-050.0001621690.999919
1317.68401e-050.000153680.999923
1327.30889e-050.0001461780.999927
1338.61903e-050.0001723810.999914
1340.000109540.0002190810.99989
1358.06056e-050.0001612110.999919
1365.36543e-050.0001073090.999946
1373.51551e-057.03101e-050.999965
1382.33422e-054.66844e-050.999977
1391.97197e-053.94394e-050.99998
1401.38938e-052.77875e-050.999986
1411.73453e-053.46905e-050.999983
1421.16789e-052.33578e-050.999988
1431.64767e-053.29535e-050.999984
1446.345e-050.00012690.999937
1450.0001726110.0003452220.999827
1460.001342250.00268450.998658
1470.00102210.002044190.998978
1480.0006819280.001363860.999318
1490.0005315420.001063080.999468
1500.0003973070.0007946150.999603
1510.0002681050.000536210.999732
1520.0007823540.001564710.999218
1530.0005003840.001000770.9995
1540.0003947430.0007894860.999605
1550.000296430.000592860.999704
1560.0002285440.0004570890.999771
1570.000226340.0004526810.999774
1580.0004433540.0008867070.999557
1590.0002839830.0005679660.999716
1600.0001954090.0003908180.999805
1610.0001199160.0002398330.99988
1626.79448e-050.000135890.999932
1633.98612e-057.97223e-050.99996
1646.80406e-050.0001360810.999932
1650.003833380.007666760.996167
1660.004357820.008715640.995642
1670.004461330.008922660.995539
1680.01159210.02318420.988408
1690.01670530.03341070.983295
1700.01248860.02497720.987511
1710.997080.005839030.00291951
1720.9992440.001512370.000756184
1730.9988290.002341250.00117062
1740.9978190.004362160.00218108
1750.9978370.00432570.00216285
1760.9986610.002677630.00133882
1770.9989560.002087830.00104392
1780.9999050.000189269.46301e-05
1790.9994170.001166940.000583472
1800.9987920.002416040.00120802
1810.9931870.01362660.00681331


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1620.964286NOK
5% type I error level1681NOK
10% type I error level1681NOK