Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.27129 -0.00223873`MDVP:Fo(Hz)`[t] -0.000255182`MDVP:Fhi(Hz)`[t] -0.00241088`MDVP:Flo(Hz)`[t] -85.9932`MDVP:Jitter(%)`[t] + 91.0227`MDVP:RAP`[t] + 54.4052`MDVP:PPQ`[t] + 6.90138`MDVP:Shimmer`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.271290.1401639.071.6334e-168.16702e-17
`MDVP:Fo(Hz)`-0.002238730.000923601-2.4240.01630640.0081532
`MDVP:Fhi(Hz)`-0.0002551820.000335213-0.76130.4474650.223732
`MDVP:Flo(Hz)`-0.002410880.000822499-2.9310.003798240.00189912
`MDVP:Jitter(%)`-85.993257.6386-1.4920.13740.0687002
`MDVP:RAP`91.022772.1491.2620.2086670.104333
`MDVP:PPQ`54.405249.25581.1050.2707760.135388
`MDVP:Shimmer`6.901382.402262.8730.004537950.00226898


Multiple Linear Regression - Regression Statistics
Multiple R0.541221
R-squared0.292921
Adjusted R-squared0.266452
F-TEST (value)11.0669
F-TEST (DF numerator)7
F-TEST (DF denominator)187
p-value1.11068e-11
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.369892
Sum Squared Residuals25.5854


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.04758-0.0475792
211.07776-0.077765
311.08596-0.0859564
411.06477-0.0647655
511.13807-0.138069
611.0151-0.0151034
710.7658050.234195
810.8393160.160684
910.9200120.0799881
1010.9708450.0291547
1110.9665720.0334275
1210.9920720.00792846
1310.6330390.366961
1410.7707360.229264
1510.7691450.230855
1610.73680.2632
1710.6842220.315778
1810.7331540.266846
1911.02738-0.0273838
2010.6994470.300553
2110.900980.0990198
2210.9235030.0764966
2310.910230.0897701
2410.8464880.153512
2510.7030430.296957
2611.00432-0.00431612
2710.7524710.247529
2810.7753110.224689
2910.7649240.235076
3010.7540.246
3100.384028-0.384028
3200.368555-0.368555
3300.387859-0.387859
3400.343256-0.343256
3500.345798-0.345798
3600.364981-0.364981
3710.5552750.444725
3810.5508260.449174
3910.4785290.521471
4010.4772260.522774
4110.4682440.531756
4210.4875770.512423
4300.251595-0.251595
4400.223715-0.223715
4500.19299-0.19299
4600.204806-0.204806
4700.20083-0.20083
4800.264345-0.264345
4900.610815-0.610815
5000.631508-0.631508
5100.674252-0.674252
5200.648544-0.648544
5300.65379-0.65379
5400.660889-0.660889
5510.860640.13936
5610.8667130.133287
5710.923680.0763204
5810.7483250.251675
5910.7923760.207624
6010.7920030.207997
6100.581202-0.581202
6200.599229-0.599229
6300.320651-0.320651
6400.262508-0.262508
6500.249691-0.249691
6600.540373-0.540373
6710.9036750.0963246
6810.8973760.102624
6911.01768-0.0176808
7011.07286-0.07286
7110.9332240.0667763
7211.01712-0.0171168
7310.75170.2483
7410.7458550.254145
7510.866190.13381
7610.8575040.142496
7710.9717070.0282926
7810.8467460.153254
7910.9941210.00587883
8011.01225-0.0122484
8111.08544-0.0854404
8211.02425-0.0242547
8310.9418430.0581575
8410.9594210.0405786
8510.9387810.0612191
8610.6898890.310111
8710.7178880.282112
8810.9489540.051046
8911.08093-0.0809286
9010.733850.26615
9111.07651-0.0765066
9211.05084-0.0508395
9310.8154740.184526
9411.08208-0.0820772
9510.9425630.0574372
9610.7150980.284902
9710.7242120.275788
9810.8572410.142759
9910.968690.0313097
10011.10483-0.104832
10111.23497-0.234969
10211.17335-0.173351
10311.28449-0.284491
10410.7481480.251852
10510.6128310.387169
10610.623520.37648
10710.5757160.424284
10810.6178040.382196
10910.6121130.387887
11010.7648630.235137
11110.6933550.306645
11210.3856710.614329
11310.4611890.538811
11410.3960810.603919
11510.6581020.341898
11610.6072390.392761
11710.6293910.370609
11810.5894610.410539
11910.5007450.499255
12010.426550.57345
12110.6766120.323388
12210.6136510.386349
12310.9988670.00113251
12410.7761090.223891
12510.8259170.174083
12610.8404290.159571
12710.8864590.113541
12810.8296680.170332
12910.7011280.298872
13010.7327870.267213
13110.77640.2236
13210.7875520.212448
13310.7952170.204783
13410.7423690.257631
13511.05189-0.0518904
13610.9905280.00947239
13711.02565-0.0256548
13811.0783-0.0782992
13911.09471-0.0947142
14010.8850680.114932
14110.7219050.278095
14210.9549430.0450575
14310.6152710.384729
14410.6567660.343234
14510.4891450.510855
14610.6210580.378942
14710.9909540.00904612
14810.7913750.208625
14910.8720070.127993
15010.7020780.297922
15110.8378430.162157
15211.22908-0.229084
15310.9646750.0353246
15410.8476080.152392
15510.8686720.131328
15610.8882290.111771
15710.8278020.172198
15810.9173340.0826657
15910.8595110.140489
16010.8472390.152761
16111.01924-0.0192422
16210.9115570.0884433
16310.9735590.0264414
16410.8457610.154239
16510.9125780.0874225
16600.587988-0.587988
16700.194219-0.194219
16800.185645-0.185645
16900.704023-0.704023
17000.27718-0.27718
17100.202734-0.202734
17200.773339-0.773339
17300.812794-0.812794
17400.820916-0.820916
17500.821185-0.821185
17600.791799-0.791799
17700.80631-0.80631
17810.612360.38764
17910.6451480.354852
18010.6486050.351395
18110.6936390.306361
18210.6521690.347831
18310.6703240.329676
18400.809446-0.809446
18500.80645-0.80645
18600.796248-0.796248
18700.713712-0.713712
18800.680593-0.680593
18900.809091-0.809091
19000.735243-0.735243
19100.862786-0.862786
19200.686934-0.686934
19300.504472-0.504472
19400.6155-0.6155
19500.620575-0.620575


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
111.31756e-542.63511e-541
121.50074e-663.00148e-661
131.95601e-933.91202e-931
141.52177e-923.04354e-921
155.01206e-1081.00241e-1071
16001
171.33047e-1482.66093e-1481
186.78118e-1551.35624e-1541
193.16834e-1696.33668e-1691
206.66198e-1931.3324e-1921
211.40041e-2252.80082e-2251
221.04064e-2172.08129e-2171
231.71687e-2293.43373e-2291
247.85121e-2481.57024e-2471
251.59875e-2663.19751e-2661
269.72252e-3081.9445e-3071
271.92285e-2963.8457e-2961
284.25369e-3078.50737e-3071
29001
30001
315.92628e-091.18526e-081
321.14697e-082.29395e-081
337.28136e-091.45627e-081
343.00812e-096.01625e-091
351.1308e-092.2616e-091
364.32827e-108.65654e-101
378.22123e-071.64425e-060.999999
381.57777e-053.15554e-050.999984
390.0001825880.0003651760.999817
400.0007811030.001562210.999219
410.002213280.004426560.997787
420.003950.00790.99605
430.002967540.005935070.997032
440.002035650.00407130.997964
450.001326960.002653920.998673
460.0008702960.001740590.99913
470.0005583370.001116670.999442
480.0003942080.0007884150.999606
490.002486610.004973220.997513
500.003545130.007090250.996455
510.005041860.01008370.994958
520.005385920.01077180.994614
530.00626190.01252380.993738
540.008096540.01619310.991903
550.006851690.01370340.993148
560.006388440.01277690.993612
570.005241460.01048290.994759
580.00771210.01542420.992288
590.007294430.01458890.992706
600.005257430.01051490.994743
610.01798180.03596360.982018
620.04168120.08336230.958319
630.03890480.07780970.961095
640.03505110.07010210.964949
650.03144960.06289920.96855
660.04326180.08652350.956738
670.03483470.06966940.965165
680.02954010.05908030.97046
690.02398840.04797680.976012
700.01873350.03746690.981267
710.01444780.02889560.985552
720.01091020.02182030.98909
730.009251410.01850280.990749
740.01382410.02764830.986176
750.01052250.02104490.989478
760.007970790.01594160.992029
770.005854540.01170910.994145
780.004393570.008787150.995606
790.003266510.006533020.996733
800.003438960.006877920.996561
810.002713250.00542650.997287
820.002145240.004290480.997855
830.001618270.003236540.998382
840.001212990.002425990.998787
850.0008577570.001715510.999142
860.001037150.002074310.998963
870.00107760.002155190.998922
880.0007812780.001562560.999219
890.0005374590.001074920.999463
900.0004623960.0009247920.999538
910.0003157280.0006314550.999684
920.0002430790.0004861580.999757
930.0001861850.0003723710.999814
940.0001249710.0002499420.999875
958.32443e-050.0001664890.999917
967.61697e-050.0001523390.999924
976.78186e-050.0001356370.999932
984.5336e-059.06721e-050.999955
992.91296e-055.82593e-050.999971
1002.04084e-054.08167e-050.99998
1011.78016e-053.56033e-050.999982
1021.40312e-052.80624e-050.999986
1031.84462e-053.68925e-050.999982
1041.46978e-052.93956e-050.999985
1051.50295e-053.00591e-050.999985
1061.5011e-053.00221e-050.999985
1071.68059e-053.36119e-050.999983
1081.70425e-053.40849e-050.999983
1091.71751e-053.43503e-050.999983
1101.35897e-052.71795e-050.999986
1111.25195e-052.50391e-050.999987
1123.46463e-056.92926e-050.999965
1136.71224e-050.0001342450.999933
1140.0001498930.0002997860.99985
1150.0001497750.000299550.99985
1160.0001493560.0002987130.999851
1170.0001453230.0002906460.999855
1180.0001617330.0003234660.999838
1190.000239730.000479460.99976
1200.0005114630.001022930.999489
1210.000721690.001443380.999278
1220.0009776480.00195530.999022
1230.0006949290.001389860.999305
1240.0006535980.00130720.999346
1250.0006422330.001284470.999358
1260.0006585040.001317010.999341
1270.0006008150.001201630.999399
1280.0005969360.001193870.999403
1290.0005849710.001169940.999415
1300.0006041660.001208330.999396
1310.0005900360.001180070.99941
1320.0005715310.001143060.999428
1330.0006549340.001309870.999345
1340.0008148980.00162980.999185
1350.0005794450.001158890.999421
1360.0003920520.0007841040.999608
1370.0002655210.0005310420.999734
1380.0001879030.0003758050.999812
1390.0001604950.000320990.99984
1400.000111570.0002231390.999888
1410.0001155140.0002310290.999884
1427.97951e-050.000159590.99992
1438.34482e-050.0001668960.999917
1440.0002690970.0005381940.999731
1450.0004987780.0009975550.999501
1460.002841840.005683680.997158
1470.002360320.004720640.99764
1480.001851690.003703390.998148
1490.001337670.002675340.998662
1500.001215390.002430780.998785
1510.001322390.002644780.998678
1520.001279090.002558180.998721
1530.0008556020.00171120.999144
1540.0007526550.001505310.999247
1550.0006240440.001248090.999376
1560.0004587770.0009175550.999541
1570.0005423010.00108460.999458
1580.0008563410.001712680.999144
1590.0005423030.001084610.999458
1600.0003829080.0007658160.999617
1610.0002523640.0005047280.999748
1620.0001605910.0003211830.999839
1630.0001039080.0002078160.999896
1640.0001889070.0003778140.999811
1650.0003516430.0007032860.999648
1660.0004170520.0008341040.999583
1670.0003804910.0007609810.99962
1680.0006749510.00134990.999325
1690.0017250.003450010.998275
1700.002657390.005314790.997343
1710.9996310.0007375860.000368793
1720.9996980.0006043530.000302177
1730.9994960.001008030.000504015
1740.999170.001660510.000830254
1750.9984980.003004820.00150241
1760.998930.002139530.00106976
1770.9995030.0009945750.000497288
1780.9993540.001292130.000646066
1790.9981570.003685180.00184259
1800.9959860.008027410.0040137
1810.9896810.02063780.0103189
1820.9755590.04888160.0244408
183100
184100


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1450.833333NOK
5% type I error level1670.95977NOK
10% type I error level1741NOK