Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.27312 -0.00241584`MDVP:Fo(Hz)`[t] -0.000267953`MDVP:Fhi(Hz)`[t] -0.00238313`MDVP:Flo(Hz)`[t] -107.3`MDVP:Jitter(%)`[t] -1672.44`MDVP:Jitter(Abs)`[t] + 274.896`MDVP:RAP`[t] + 78.9838`MDVP:PPQ`[t] -50.9132`Jitter:DDP`[t] + 66.639`MDVP:Shimmer`[t] -1.02881`MDVP:Shimmer(dB)`[t] + 3104.02`Shimmer:APQ3`[t] -18.9423`Shimmer:APQ5`[t] -5.5773`MDVP:APQ`[t] -1055.27`Shimmer:DDA`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.273120.228225.5788.78234e-084.39117e-08
`MDVP:Fo(Hz)`-0.002415840.00144702-1.670.09675190.0483759
`MDVP:Fhi(Hz)`-0.0002679530.000349968-0.76560.4448880.222444
`MDVP:Flo(Hz)`-0.002383130.000840033-2.8370.005077060.00253853
`MDVP:Jitter(%)`-107.370.6916-1.5180.1308050.0654023
`MDVP:Jitter(Abs)`-1672.444683-0.35710.7214130.360707
`MDVP:RAP`274.89610272.40.026760.978680.48934
`MDVP:PPQ`78.983879.19370.99730.3199340.159967
`Jitter:DDP`-50.91323424.76-0.014870.9881550.494078
`MDVP:Shimmer`66.63937.47331.7780.07704170.0385209
`MDVP:Shimmer(dB)`-1.028811.24194-0.82840.4085470.204273
`Shimmer:APQ3`3104.029961.460.31160.7557030.377851
`Shimmer:APQ5`-18.942321.7206-0.87210.3843210.192161
`MDVP:APQ`-5.577311.469-0.48630.6273490.313675
`Shimmer:DDA`-1055.273319.5-0.31790.7509280.375464


Multiple Linear Regression - Regression Statistics
Multiple R0.561764
R-squared0.315579
Adjusted R-squared0.262346
F-TEST (value)5.92828
F-TEST (DF numerator)14
F-TEST (DF denominator)180
p-value1.60655e-09
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.370926
Sum Squared Residuals24.7655


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.07415-0.0741475
211.009-0.00900408
311.06105-0.0610518
410.9961180.00388224
511.00721-0.00721396
611.02715-0.0271471
710.8063380.193662
810.8383610.161639
910.9239180.0760822
1010.9775610.0224388
1110.9563580.0436416
1211.00617-0.00616681
1310.6222480.377752
1410.8122630.187737
1510.7504730.249527
1610.7300980.269902
1710.6864510.313549
1810.8669750.133025
1911.19236-0.192361
2010.9060630.0939366
2111.09739-0.0973892
2210.9925720.00742812
2310.9723420.0276583
2410.8874480.112552
2510.7510830.248917
2611.08388-0.0838822
2710.8300740.169926
2810.80870.1913
2910.8334130.166587
3010.8142630.185737
3100.402973-0.402973
3200.374153-0.374153
3300.409645-0.409645
3400.352107-0.352107
3500.366348-0.366348
3600.380132-0.380132
3710.5448560.455144
3810.5787920.421208
3910.500940.49906
4010.4933280.506672
4110.475840.52416
4210.5046950.495305
4300.223286-0.223286
4400.216787-0.216787
4500.183469-0.183469
4600.172374-0.172374
4700.167814-0.167814
4800.255561-0.255561
4900.567142-0.567142
5000.599487-0.599487
5100.6356-0.6356
5200.595488-0.595488
5300.616892-0.616892
5400.621838-0.621838
5510.8085670.191433
5610.7580640.241936
5710.8759620.124038
5810.6901350.309865
5910.7229060.277094
6010.6449680.355032
6100.57071-0.57071
6200.596376-0.596376
6300.303831-0.303831
6400.247204-0.247204
6500.232275-0.232275
6600.513784-0.513784
6710.8277830.172217
6810.8840070.115993
6911.08088-0.0808825
7011.02725-0.027246
7110.896990.10301
7211.05715-0.0571538
7310.728360.27164
7410.6911770.308823
7510.8371530.162847
7610.8065380.193462
7710.9110420.0889577
7810.8038110.196189
7910.9788840.0211163
8010.8741840.125816
8111.02264-0.0226388
8210.9604490.0395513
8310.8953570.104643
8410.9157690.0842314
8510.9091690.0908311
8610.6962170.303783
8710.7018820.298118
8810.9104490.0895513
8910.9882540.0117464
9010.6869170.313083
9111.02809-0.0280874
9210.9952940.00470594
9310.7637320.236268
9410.8848680.115132
9510.9625740.0374261
9610.72860.2714
9710.7518340.248166
9810.8388660.161134
9910.9801270.0198733
10011.06651-0.0665116
10111.11749-0.117487
10211.23521-0.235209
10311.1683-0.168303
10410.7546120.245388
10510.6614050.338595
10610.643940.35606
10710.5744510.425549
10810.6959760.304024
10910.662760.33724
11010.7287190.271281
11110.7157490.284251
11210.412170.58783
11310.4944940.505506
11410.4201690.579831
11510.6753490.324651
11610.6442150.355785
11710.6949910.305009
11810.6467930.353207
11910.4599670.540033
12010.3797960.620204
12110.7253680.274632
12210.6109330.389067
12310.9239190.0760814
12410.7640270.235973
12510.8152920.184708
12610.8149840.185016
12710.8918960.108104
12810.8054190.194581
12910.6675430.332457
13010.7544940.245506
13110.7760570.223943
13210.8332160.166784
13310.790710.20929
13410.738120.26188
13511.01-0.00999714
13610.9679210.0320794
13711.18389-0.183887
13811.04258-0.042583
13911.06976-0.0697632
14010.9392830.0607174
14110.7368260.263174
14210.8803760.119624
14310.5763050.423695
14410.6411160.358884
14510.4756090.524391
14610.6180980.381902
14711.14152-0.141519
14810.8587010.141299
14911.00281-0.00280602
15010.7838140.216186
15110.8263930.173607
15211.31141-0.311412
15311.01317-0.0131718
15410.8537930.146207
15510.8726720.127328
15610.8930410.106959
15710.8182940.181706
15811.08521-0.0852109
15910.8887670.111233
16011.06195-0.0619461
16111.37002-0.370019
16210.9733250.0266745
16311.02875-0.0287536
16410.804640.19536
16510.8455130.154487
16600.554188-0.554188
16700.160159-0.160159
16800.143073-0.143073
16900.700266-0.700266
17000.212776-0.212776
17100.164126-0.164126
17200.784235-0.784235
17300.815043-0.815043
17400.816142-0.816142
17500.807764-0.807764
17600.767632-0.767632
17700.822677-0.822677
17810.6248950.375105
17910.6272530.372747
18010.6595510.340449
18110.6923140.307686
18210.6696670.330333
18310.6733710.326629
18400.850573-0.850573
18500.856737-0.856737
18600.849574-0.849574
18700.720055-0.720055
18800.702413-0.702413
18900.808258-0.808258
19000.696702-0.696702
19100.785412-0.785412
19200.617763-0.617763
19300.363409-0.363409
19400.579766-0.579766
19500.581501-0.581501


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
181.30916e-472.61833e-471
197.05273e-631.41055e-621
203.33181e-826.66362e-821
215.54596e-1061.10919e-1051
225.50761e-1111.10152e-1101
231.74386e-1243.48772e-1241
249.39641e-1421.87928e-1411
254.10354e-1588.20708e-1581
261.94283e-1893.88566e-1891
271.59177e-1883.18355e-1881
288.24713e-2011.64943e-2001
291.79971e-2193.59942e-2191
301.12989e-2352.25979e-2351
311.36648e-062.73297e-060.999999
329.9873e-071.99746e-060.999999
333.16984e-076.33967e-071
349.80748e-081.9615e-071
353.20453e-086.40906e-081
369.68898e-091.9378e-081
373.88477e-077.76954e-071
384.1741e-068.3482e-060.999996
390.0004223470.0008446940.999578
400.002628540.005257070.997371
410.00853380.01706760.991466
420.009603810.01920760.990396
430.006977650.01395530.993022
440.004631550.00926310.995368
450.003195790.006391580.996804
460.002056180.004112360.997944
470.001331050.002662090.998669
480.0008620240.001724050.999138
490.002763120.005526250.997237
500.00401840.008036790.995982
510.004638180.009276370.995362
520.004116060.008232110.995884
530.004782440.009564890.995218
540.005730450.01146090.99427
550.005447060.01089410.994553
560.005727080.01145420.994273
570.003885080.007770150.996115
580.002838740.005677490.997161
590.001973340.003946680.998027
600.001310170.002620330.99869
610.003640140.007280290.99636
620.004147480.008294970.995853
630.00329810.00659620.996702
640.002552040.005104090.997448
650.002045490.004090970.997955
660.002036480.004072960.997964
670.001371980.002743950.998628
680.0009257110.001851420.999074
690.000630810.001261620.999369
700.0006518860.001303770.999348
710.0004444130.0008888250.999556
720.0003232990.0006465990.999677
730.0002222820.0004445640.999778
740.0004598770.0009197540.99954
750.0003103220.0006206440.99969
760.0002028810.0004057610.999797
770.0001289290.0002578590.999871
788.10562e-050.0001621120.999919
795.11223e-050.0001022450.999949
803.90094e-057.80188e-050.999961
812.54963e-055.09925e-050.999975
821.67048e-053.34095e-050.999983
831.12964e-052.25928e-050.999989
848.26524e-061.65305e-050.999992
855.59944e-061.11989e-050.999994
861.34364e-052.68727e-050.999987
873.8012e-057.60241e-050.999962
883.36463e-056.72927e-050.999966
893.21661e-056.43323e-050.999968
902.22503e-054.45007e-050.999978
911.59445e-053.18889e-050.999984
921.35556e-052.71112e-050.999986
939.15462e-061.83092e-050.999991
945.90536e-061.18107e-050.999994
953.70364e-067.40729e-060.999996
962.55381e-065.10762e-060.999997
971.66184e-063.32368e-060.999998
981.16467e-062.32934e-060.999999
996.64716e-071.32943e-060.999999
1005.41756e-071.08351e-060.999999
1013.38739e-076.77479e-071
1028.95255e-071.79051e-060.999999
1032.27903e-064.55807e-060.999998
1041.95217e-063.90433e-060.999998
1051.58925e-063.17849e-060.999998
1061.56246e-063.12492e-060.999998
1071.54685e-063.09369e-060.999998
1081.3449e-062.6898e-060.999999
1099.66697e-071.93339e-060.999999
1107.89786e-071.57957e-060.999999
1116.185e-071.237e-060.999999
1121.15961e-062.31922e-060.999999
1131.4748e-062.94959e-060.999999
1145.33094e-061.06619e-050.999995
1154.43015e-068.8603e-060.999996
1165.55502e-061.111e-050.999994
1175.03736e-061.00747e-050.999995
1184.277e-068.554e-060.999996
1191.23286e-052.46572e-050.999988
1207.39156e-050.0001478310.999926
1210.0001416770.0002833540.999858
1220.0002699310.0005398630.99973
1230.0001851110.0003702230.999815
1240.0001558620.0003117240.999844
1250.0001641210.0003282420.999836
1260.0002434040.0004868070.999757
1270.0003336260.0006672530.999666
1280.0004746120.0009492240.999525
1290.0003794970.0007589950.999621
1300.0004149710.0008299420.999585
1310.000656940.001313880.999343
1320.0005452080.001090420.999455
1330.0007848110.001569620.999215
1340.001319380.002638760.998681
1350.0009342620.001868520.999066
1360.0006279140.001255830.999372
1370.0004396870.0008793750.99956
1380.0003058560.0006117130.999694
1390.0001973240.0003946490.999803
1400.0001255560.0002511120.999874
1410.0001227490.0002454970.999877
1429.16219e-050.0001832440.999908
1439.2951e-050.0001859020.999907
1440.0004761370.0009522750.999524
1450.001412950.00282590.998587
1460.005217350.01043470.994783
1470.003858480.007716950.996142
1480.003058420.006116830.996942
1490.002919620.005839240.99708
1500.002131240.004262490.997869
1510.001537270.003074540.998463
1520.007461690.01492340.992538
1530.005292060.01058410.994708
1540.003532920.007065840.996467
1550.002662090.005324190.997338
1560.001790730.003581460.998209
1570.002684870.005369740.997315
1580.001926040.003852090.998074
1590.001241770.002483530.998758
1600.001054720.002109430.998945
1610.001185960.002371910.998814
1620.0008033010.00160660.999197
1630.001760460.003520910.99824
1640.002544180.005088370.997456
1650.005630790.01126160.994369
1660.01072680.02145360.989273
1670.01179070.02358130.988209
1680.01387480.02774960.986125
1690.0257620.05152390.974238
1700.02867050.05734110.971329
1710.9640780.07184310.0359215
1720.9862710.02745850.0137293
1730.9770890.04582150.0229108
1740.9570270.08594640.0429732
1750.9657810.06843890.0342194
1760.9528580.09428320.0471416
1770.9909740.01805210.00902606


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1380.8625NOK
5% type I error level1540.9625NOK
10% type I error level1601NOK