Multiple Linear Regression - Estimated Regression Equation
status[t] = -0.00612004 -1667.83`MDVP:Jitter(Abs)`[t] -2533.21`Shimmer:DDA`[t] + 7600.83`Shimmer:APQ3`[t] + 0.105532D2[t] + 2.72883PPE[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-0.006120040.17093-0.03580.9714760.485738
`MDVP:Jitter(Abs)`-1667.831284.92-1.2980.1958650.0979327
`Shimmer:DDA`-2533.213213.77-0.78820.4315460.215773
`Shimmer:APQ3`7600.839640.990.78840.4314580.215729
D20.1055320.08231831.2820.2014140.100707
PPE2.728830.4824075.6575.63787e-082.81894e-08


Multiple Linear Regression - Regression Statistics
Multiple R0.548354
R-squared0.300693
Adjusted R-squared0.282192
F-TEST (value)16.2535
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value2.52465e-13
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.365902
Sum Squared Residuals25.3042


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
110.9481180.0518822
211.14096-0.140965
311.05685-0.056851
411.16469-0.16469
511.21787-0.217868
611.07003-0.0700322
710.7267150.273285
810.6184760.381524
910.8089480.191052
1010.882890.11711
1110.8422170.157783
1210.9426160.0573836
1310.5617370.438263
1410.7638640.236136
1510.6870310.312969
1610.8259550.174045
1710.7476930.252307
1811.4626-0.462605
1911.29798-0.297978
2011.08612-0.0861248
2111.24191-0.241906
2210.972020.0279795
2311.03249-0.0324933
2410.9053330.094667
2510.7927160.207284
2610.788520.21148
2710.6553060.344694
2810.6180560.381944
2910.502380.49762
3010.5036440.496356
3100.401448-0.401448
3200.366749-0.366749
3300.432596-0.432596
3400.300664-0.300664
3500.281521-0.281521
3600.399637-0.399637
3710.662870.33713
3810.712070.28793
3910.6213020.378698
4010.6350040.364996
4110.601880.39812
4210.5510690.448931
4300.529249-0.529249
4400.573039-0.573039
4500.509033-0.509033
4600.493567-0.493567
4700.480726-0.480726
4800.464704-0.464704
4900.496823-0.496823
5000.548738-0.548738
5100.410103-0.410103
5200.486664-0.486664
5300.493324-0.493324
5400.580956-0.580956
5510.9433770.0566233
5611.01004-0.0100423
5710.993220.00678038
5810.9541110.0458894
5910.9513590.0486414
6010.9639890.0360114
6100.525534-0.525534
6200.503213-0.503213
6300.484358-0.484358
6400.481262-0.481262
6500.374876-0.374876
6600.436489-0.436489
6710.7818140.218186
6810.7558760.244124
6910.6533370.346663
7010.5887390.411261
7110.6245840.375416
7210.8517930.148207
7310.7269970.273003
7410.7203050.279695
7510.8716920.128308
7610.771510.22849
7710.7223270.277673
7810.7652140.234786
7910.8631050.136895
8010.8344790.165521
8111.05304-0.0530362
8210.8199890.180011
8310.8633110.136689
8410.642860.35714
8510.9468730.0531274
8610.859520.14048
8710.6599670.340033
8810.9469190.0530808
8910.8612030.138797
9011.22284-0.222841
9111.17009-0.170088
9210.6353170.364683
9310.7032130.296787
9410.6166710.383329
9510.6755040.324496
9610.6795620.320438
9710.6823740.317626
9811.03868-0.0386756
9910.8342340.165766
10011.0976-0.0975959
10110.9520430.0479565
10211.08444-0.0844432
10311.16547-0.165473
10410.4638330.536167
10510.4804050.519595
10610.5122180.487782
10710.474310.52569
10810.5445020.455498
10910.564520.43548
11010.7555690.244431
11110.8617670.138233
11210.6167850.383215
11310.9249290.075071
11410.7020010.297999
11510.6243340.375666
11610.911960.08804
11710.6939460.306054
11811.06391-0.0639096
11910.9360480.063952
12010.8541910.145809
12110.5947090.405291
12210.8458970.154103
12310.7892650.210735
12410.7698520.230148
12510.642790.35721
12610.6939950.306005
12710.7465650.253435
12810.6925720.307428
12910.4872760.512724
13010.6896870.310313
13110.6419260.358074
13210.6594920.340508
13310.8759330.124067
13410.5250090.474991
13510.8144320.185568
13610.8291820.170818
13710.9470.0529997
13810.9671250.0328749
13910.7645790.235421
14010.6994440.300556
14111.03354-0.0335421
14210.9139520.0860482
14310.8178880.182112
14410.7757470.224253
14510.6773630.322637
14610.9121660.0878337
14711.52322-0.523224
14811.14334-0.143338
14911.3732-0.373196
15010.9213910.0786095
15111.01955-0.0195526
15211.53305-0.533049
15311.41365-0.413647
15410.6076330.392367
15510.8707640.129236
15610.7505540.249446
15710.7949030.205097
15810.8007250.199275
15910.890290.10971
16010.7651330.234867
16110.8500730.149927
16210.8127830.187217
16310.7719810.228019
16410.6737890.326211
16511.16025-0.160249
16600.531069-0.531069
16700.405624-0.405624
16800.421519-0.421519
16900.825555-0.825555
17000.463675-0.463675
17100.431793-0.431793
17200.620873-0.620873
17300.652745-0.652745
17400.613238-0.613238
17500.597122-0.597122
17600.664221-0.664221
17700.616479-0.616479
17810.5898520.410148
17910.6202490.379751
18010.7786630.221337
18110.5664430.433557
18210.8027560.197244
18310.6594450.340555
18400.740076-0.740076
18500.858013-0.858013
18600.753963-0.753963
18700.494203-0.494203
18800.599437-0.599437
18900.459447-0.459447
19000.488206-0.488206
19100.615205-0.615205
19200.717681-0.717681
19300.51783-0.51783
19400.529748-0.529748
19500.631177-0.631177


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
91.44284e-472.88567e-471
103.1305e-636.261e-631
111.25982e-822.51964e-821
121.2801e-922.56021e-921
131.97885e-1223.9577e-1221
142.18667e-1224.37334e-1221
151.10595e-1372.21191e-1371
16001
174.6205e-1819.241e-1811
182.78834e-1855.57668e-1851
192.24217e-1994.48434e-1991
205.10097e-2251.02019e-2241
213.14684e-2606.29369e-2601
221.06954e-2482.13907e-2481
235.90825e-2601.18165e-2591
241.16103e-2782.32205e-2781
259.10565e-2981.82113e-2971
26001
27001
28001
29001
30001
311.7423e-053.48459e-050.999983
320.001667350.003334710.998333
330.005087680.01017540.994912
340.00719770.01439540.992802
350.006512720.01302540.993487
360.01830660.03661320.981693
370.01628220.03256430.983718
380.01338790.02677570.986612
390.01398440.02796880.986016
400.01167070.02334130.988329
410.0113090.0226180.988691
420.01158710.02317410.988413
430.02353240.04706470.976468
440.03534890.07069780.964651
450.04628690.09257370.953713
460.07402090.1480420.925979
470.09630090.1926020.903699
480.09929160.1985830.900708
490.1662190.3324380.833781
500.19890.39780.8011
510.1958730.3917470.804127
520.2211810.4423630.778819
530.2224050.444810.777595
540.255590.5111790.74441
550.2245940.4491880.775406
560.1965090.3930170.803491
570.1650880.3301760.834912
580.1425910.2851820.857409
590.1196120.2392230.880388
600.09852450.1970490.901475
610.1093220.2186450.890678
620.1141950.2283910.885805
630.1230340.2460690.876966
640.1322490.2644980.867751
650.1253210.2506410.874679
660.1246840.2493680.875316
670.1187070.2374150.881293
680.1059590.2119190.894041
690.1620660.3241310.837934
700.2518110.5036220.748189
710.2493570.4987140.750643
720.2196230.4392450.780377
730.2116820.4233630.788318
740.2014660.4029330.798534
750.1785180.3570360.821482
760.162150.3243010.83785
770.1665780.3331570.833422
780.1561350.3122710.843865
790.1351410.2702810.864859
800.1169980.2339950.883002
810.0982490.1964980.901751
820.08406850.1681370.915931
830.07042740.1408550.929573
840.07147870.1429570.928521
850.0600650.120130.939935
860.05344940.1068990.946551
870.05708520.114170.942915
880.04716170.09432340.952838
890.03952490.07904970.960475
900.03455380.06910770.965446
910.02887730.05775470.971123
920.02894760.05789530.971052
930.0273530.0547060.972647
940.02768910.05537820.972311
950.02711530.05423060.972885
960.02637950.05275890.973621
970.025270.05053990.97473
980.02033010.04066020.97967
990.01641280.03282550.983587
1000.0147170.0294340.985283
1010.01222590.02445180.987774
1020.009777220.01955440.990223
1030.008841430.01768290.991159
1040.01278530.02557070.987215
1050.0170910.0341820.982909
1060.02140970.04281940.97859
1070.02793240.05586480.972068
1080.03165620.06331230.968344
1090.03478690.06957370.965213
1100.030910.061820.96909
1110.02507040.05014090.97493
1120.02600590.05201180.973994
1130.02058720.04117440.979413
1140.01883180.03766370.981168
1150.01913570.03827130.980864
1160.01481480.02962960.985185
1170.01349870.02699740.986501
1180.01045620.02091240.989544
1190.007882630.01576530.992117
1200.006039450.01207890.993961
1210.006300440.01260090.9937
1220.004837810.009675610.995162
1230.004150010.008300020.99585
1240.003700940.007401890.996299
1250.004013360.008026720.995987
1260.003981970.007963950.996018
1270.004252620.008505240.995747
1280.004707420.009414840.995293
1290.006825090.01365020.993175
1300.007045370.01409070.992955
1310.006914680.01382940.993085
1320.00676840.01353680.993232
1330.005620290.01124060.99438
1340.008917890.01783580.991082
1350.007841850.01568370.992158
1360.006464590.01292920.993535
1370.005131380.01026280.994869
1380.003807290.007614580.996193
1390.003694380.007388770.996306
1400.003981840.007963680.996018
1410.002867460.005734920.997133
1420.002488910.004977810.997511
1430.002565610.005131220.997434
1440.002679940.005359890.99732
1450.003568570.007137140.996431
1460.003086520.006173040.996913
1470.003256710.006513420.996743
1480.002325020.004650050.997675
1490.001971060.003942120.998029
1500.001648180.003296360.998352
1510.001133180.002266350.998867
1520.00129950.0025990.9987
1530.003157960.006315910.996842
1540.006514370.01302870.993486
1550.005225670.01045130.994774
1560.004897380.009794750.995103
1570.004233010.008466010.995767
1580.003032460.006064920.996968
1590.002437740.004875490.997562
1600.003734730.007469450.996265
1610.004714470.009428930.995286
1620.003931390.007862790.996069
1630.006970650.01394130.993029
1640.02499060.04998120.975009
1650.06527690.1305540.934723
1660.06985470.1397090.930145
1670.06677470.1335490.933225
1680.05651380.1130280.943486
1690.1097940.2195870.890206
1700.1102510.2205010.889749
1710.1003170.2006340.899683
1720.1128540.2257070.887146
1730.09911190.1982240.900888
1740.08364570.1672910.916354
1750.0675390.1350780.932461
1760.05725730.1145150.942743
1770.04894470.09788940.951055
1780.04311950.0862390.95688
1790.05444020.108880.94556
1800.04631790.09263580.953682
1810.3272390.6544770.672761
1820.5275740.9448510.472426
183100
184100
185100
186100


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level580.325843NOK
5% type I error level1000.561798NOK
10% type I error level1210.679775NOK