Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.39731 -0.00304006`MDVP:Fo(Hz)`[t] -0.000253199`MDVP:Fhi(Hz)`[t] -0.00232691`MDVP:Flo(Hz)`[t] -65.7106`MDVP:Jitter(%)`[t] -3241.38`MDVP:Jitter(Abs)`[t] + 2585.71`MDVP:RAP`[t] + 49.4266`MDVP:PPQ`[t] -828.72`Jitter:DDP`[t] + 8.93725`MDVP:Shimmer`[t] -0.238045`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)1.397310.2104726.6393.44037e-101.72019e-10
`MDVP:Fo(Hz)`-0.003040060.0013361-2.2750.02403940.0120197
`MDVP:Fhi(Hz)`-0.0002531990.000340751-0.74310.4583920.229196
`MDVP:Flo(Hz)`-0.002326910.000836129-2.7830.005948740.00297437
`MDVP:Jitter(%)`-65.710663.3523-1.0370.3009920.150496
`MDVP:Jitter(Abs)`-3241.383947.06-0.82120.4125880.206294
`MDVP:RAP`2585.7110143.30.25490.7990710.399536
`MDVP:PPQ`49.426652.6120.93950.3487290.174365
`Jitter:DDP`-828.723381.41-0.24510.8066670.403333
`MDVP:Shimmer`8.9372511.01560.81130.4182280.209114
`MDVP:Shimmer(dB)`-0.2380451.18726-0.20050.8413110.420655


Multiple Linear Regression - Regression Statistics
Multiple R0.543796
R-squared0.295714
Adjusted R-squared0.257438
F-TEST (value)7.72575
F-TEST (DF numerator)10
F-TEST (DF denominator)184
p-value2.77561e-10
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.372158
Sum Squared Residuals25.4843


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.01606-0.0160645
211.04172-0.0417199
311.04035-0.0403496
411.02248-0.0224792
511.0787-0.0787028
610.9889370.0110633
710.7699480.230052
810.8613990.138601
910.8918690.108131
1010.9536960.046304
1110.9307070.0692929
1210.962660.0373401
1310.6484050.351595
1410.7660730.233927
1510.7683980.231602
1610.7377980.262202
1710.6907330.309267
1810.7282610.271739
1911.01812-0.0181242
2010.7165470.283453
2110.9231580.076842
2210.9358670.0641334
2310.8981220.101878
2410.8447580.155242
2510.7009080.299092
2610.9818050.0181954
2710.748640.25136
2810.8021420.197858
2910.7814050.218595
3010.7606970.239303
3100.399918-0.399918
3200.371974-0.371974
3300.38434-0.38434
3400.341578-0.341578
3500.326544-0.326544
3600.364512-0.364512
3710.5696530.430347
3810.5558240.444176
3910.4710530.528947
4010.4701790.529821
4110.4513740.548626
4210.4946170.505383
4300.236927-0.236927
4400.213119-0.213119
4500.15874-0.15874
4600.182189-0.182189
4700.176274-0.176274
4800.21992-0.21992
4900.628624-0.628624
5000.650582-0.650582
5100.710425-0.710425
5200.644375-0.644375
5300.679146-0.679146
5400.664773-0.664773
5510.8443270.155673
5610.8393110.160689
5710.9028220.0971782
5810.7358680.264132
5910.753420.24658
6010.7318240.268176
6100.568167-0.568167
6200.589577-0.589577
6300.304275-0.304275
6400.249895-0.249895
6500.226413-0.226413
6600.512246-0.512246
6710.9080440.0919559
6810.8982990.101701
6911.02626-0.0262622
7011.10135-0.101346
7110.9279410.0720588
7211.02617-0.0261692
7310.7789570.221043
7410.7325270.267473
7510.8896090.110391
7610.8517450.148255
7710.9950410.00495852
7810.8689220.131078
7910.9863090.0136914
8010.9615660.0384344
8111.05511-0.0551131
8211.01681-0.0168099
8310.9342290.0657714
8410.9689070.0310934
8510.9604640.0395364
8610.7163830.283617
8710.7248320.275168
8810.9480770.0519227
8911.06598-0.0659837
9010.7459750.254025
9111.09152-0.0915231
9211.04158-0.0415821
9310.8335110.166489
9411.03892-0.0389208
9510.97380.0262003
9610.7527160.247284
9710.7332420.266758
9810.8668970.133103
9910.958020.0419804
10011.08262-0.0826181
10111.17362-0.173623
10211.1389-0.138905
10311.24235-0.242349
10410.7456070.254393
10510.6230740.376926
10610.6207680.379232
10710.5913480.408652
10810.6135130.386487
10910.6310120.368988
11010.7762860.223714
11110.7156270.284373
11210.3931890.606811
11310.497560.50244
11410.3846660.615334
11510.6774230.322577
11610.6026150.397385
11710.637240.36276
11810.6110620.388938
11910.4789050.521095
12010.4054420.594558
12110.6566290.343371
12210.595990.40401
12311.00328-0.00327894
12410.7970610.202939
12510.8540020.145998
12610.8507890.149211
12710.8884230.111577
12810.8396590.160341
12910.7154530.284547
13010.755910.24409
13110.7866210.213379
13210.8267550.173245
13310.8031840.196816
13410.7560740.243926
13511.02994-0.0299372
13611.01492-0.0149239
13711.02497-0.0249681
13811.08676-0.086765
13911.09524-0.0952445
14010.9177470.0822526
14110.7433190.256681
14210.9541950.0458055
14310.6125350.387465
14410.6333210.366679
14510.4797670.520233
14610.5939480.406052
14711.01715-0.0171478
14810.8382890.161711
14910.9332850.0667149
15010.738780.26122
15110.8490280.150972
15211.30694-0.306936
15311.01898-0.0189812
15410.8399360.160064
15510.8698310.130169
15610.9180880.0819119
15710.8208160.179184
15810.894280.10572
15910.8623680.137632
16010.8460640.153936
16111.01922-0.019224
16210.9125780.0874218
16310.9624380.0375621
16410.8430820.156918
16510.8597090.140291
16600.56126-0.56126
16700.183347-0.183347
16800.154395-0.154395
16900.731792-0.731792
17000.264796-0.264796
17100.187227-0.187227
17200.786421-0.786421
17300.836763-0.836763
17400.83222-0.83222
17500.83985-0.83985
17600.806546-0.806546
17700.823434-0.823434
17810.6205740.379426
17910.663710.33629
18010.6540570.345943
18110.6878560.312144
18210.667030.33297
18310.7018960.298104
18400.806229-0.806229
18500.795938-0.795938
18600.797073-0.797073
18700.73139-0.73139
18800.712831-0.712831
18900.813797-0.813797
19000.765582-0.765582
19100.841491-0.841491
19200.669025-0.669025
19300.516632-0.516632
19400.619545-0.619545
19500.602198-0.602198


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
144.24803e-478.49606e-471
157.05273e-621.41055e-611
16001
175.52839e-991.10568e-981
189.29347e-1061.85869e-1051
192.7855e-1215.57101e-1211
201.13176e-1442.26351e-1441
211.60437e-1733.20874e-1731
222.0345e-1654.069e-1651
231.38927e-1832.77855e-1831
248.79429e-1961.75886e-1951
251.68726e-2193.37451e-2191
261.80594e-2563.61189e-2561
271.12232e-2492.24464e-2491
284.07562e-2578.15123e-2571
299.98255e-2811.99651e-2801
302.60367e-2865.20735e-2861
314.34923e-088.69845e-081
323.4954e-086.99079e-081
331.41026e-082.82052e-081
344.35244e-098.70488e-091
351.31607e-092.63214e-091
364.1287e-108.25739e-101
371.38685e-072.77369e-071
381.69771e-063.39542e-060.999998
390.0001092170.0002184330.999891
400.0009165460.001833090.999083
410.002831060.005662110.997169
420.003410490.006820970.99659
430.002287440.004574880.997713
440.001474350.002948710.998526
450.0009404520.00188090.99906
460.0006116210.001223240.999388
470.000399930.0007998590.9996
480.0002472730.0004945450.999753
490.0007863410.001572680.999214
500.001386060.002772120.998614
510.001735580.003471160.998264
520.001576730.003153470.998423
530.001991060.003982120.998009
540.002388930.004777860.997611
550.003034430.006068860.996966
560.004791730.009583470.995208
570.003850470.007700950.99615
580.004149430.008298860.995851
590.003888510.007777020.996111
600.00272960.00545920.99727
610.01322230.02644460.986778
620.02148610.04297230.978514
630.02099510.04199020.979005
640.0191380.03827590.980862
650.01640450.03280890.983596
660.01903370.03806730.980966
670.01428430.02856870.985716
680.01053340.02106690.989467
690.007706130.01541230.992294
700.00575660.01151320.994243
710.004195820.008391650.995804
720.002965650.005931310.997034
730.002194240.004388470.997806
740.00604160.01208320.993958
750.004448030.008896060.995552
760.00326920.006538410.996731
770.002310820.004621640.997689
780.001645280.003290570.998355
790.00116910.00233820.998831
800.0009080190.001816040.999092
810.000672760.001345520.999327
820.0004576390.0009152790.999542
830.0003269980.0006539970.999673
840.000281740.0005634810.999718
850.0001930120.0003860250.999807
860.0002134150.000426830.999787
870.0002763720.0005527430.999724
880.0001859540.0003719090.999814
890.0001312320.0002624650.999869
908.93365e-050.0001786730.999911
916.94095e-050.0001388190.999931
925.56265e-050.0001112530.999944
933.71787e-057.43573e-050.999963
942.35674e-054.71349e-050.999976
951.46221e-052.92443e-050.999985
961.0985e-052.19699e-050.999989
978.14376e-061.62875e-050.999992
985.26812e-061.05362e-050.999995
993.15984e-066.31969e-060.999997
1002.15551e-064.31101e-060.999998
1011.73047e-063.46093e-060.999998
1021.84789e-063.69578e-060.999998
1036.64959e-061.32992e-050.999993
1045.25234e-061.05047e-050.999995
1054.56698e-069.13396e-060.999995
1064.42506e-068.85012e-060.999996
1074.13297e-068.26593e-060.999996
1084.17627e-068.35253e-060.999996
1093.51253e-067.02506e-060.999996
1102.5682e-065.13639e-060.999997
1111.96948e-063.93896e-060.999998
1123.99737e-067.99473e-060.999996
1134.73941e-069.47883e-060.999995
1141.53905e-053.07809e-050.999985
1151.22937e-052.45873e-050.999988
1161.3083e-052.61659e-050.999987
1171.30368e-052.60737e-050.999987
1181.27812e-052.55623e-050.999987
1193.24615e-056.4923e-050.999968
1200.0001322080.0002644160.999868
1210.0002056490.0004112990.999794
1220.0003483460.0006966920.999652
1230.0002494250.000498850.999751
1240.0002071790.0004143580.999793
1250.0002172190.0004344380.999783
1260.0002375770.0004751540.999762
1270.0002772610.0005545210.999723
1280.000285190.000570380.999715
1290.0002446350.000489270.999755
1300.0002764330.0005528660.999724
1310.0003380670.0006761340.999662
1320.0002782570.0005565130.999722
1330.0004386990.0008773970.999561
1340.0005630220.001126040.999437
1350.0004571950.0009143910.999543
1360.0003092370.0006184740.999691
1370.0002017940.0004035880.999798
1380.0001355850.000271170.999864
1399.98545e-050.0001997090.9999
1406.437e-050.000128740.999936
1417.53571e-050.0001507140.999925
1424.93042e-059.86083e-050.999951
1436.30085e-050.0001260170.999937
1440.000425040.0008500810.999575
1450.001671720.003343450.998328
1460.006416410.01283280.993584
1470.004532370.009064730.995468
1480.003151450.00630290.996849
1490.002166430.004332870.997834
1500.001454940.002909880.998545
1510.001022380.002044770.998978
1520.0009989390.001997880.999001
1530.0007152860.001430570.999285
1540.0005758460.001151690.999424
1550.0004469490.0008938980.999553
1560.0002928370.0005856740.999707
1570.0004572980.0009145960.999543
1580.00115670.00231340.998843
1590.0009926590.001985320.999007
1600.0006639380.001327880.999336
1610.0004011030.0008022070.999599
1620.000405540.000811080.999594
1630.0002417720.0004835440.999758
1640.0002453560.0004907120.999755
1650.00315660.00631320.996843
1660.004687790.009375570.995312
1670.006246760.01249350.993753
1680.01389770.02779550.986102
1690.01881370.03762730.981186
1700.01265010.02530020.98735
1710.996930.006140450.00307023
1720.9987250.002550250.00127512
1730.9978440.00431170.00215585
1740.9961680.0076640.003832
1750.9933590.01328150.00664077
1760.9969570.006085720.00304286
1770.9992620.001475210.000737607
1780.9997370.0005262780.000263139
1790.9986370.002725140.00136257
1800.9950510.009897910.00494896
1810.9838220.03235690.0161784


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1500.892857NOK
5% type I error level1681NOK
10% type I error level1681NOK