Multiple Linear Regression - Estimated Regression Equation
status[t] = + 5.12276 -0.0045936`MDVP:Fo(Hz)`[t] -3.02269e-05`MDVP:Fhi(Hz)`[t] -0.00129714`MDVP:Flo(Hz)`[t] -180.78`MDVP:Jitter(%)`[t] -9326.53`MDVP:Jitter(Abs)`[t] -229.841`MDVP:RAP`[t] -42.3074`MDVP:PPQ`[t] + 199.492`Jitter:DDP`[t] + 16.6868`MDVP:Shimmer`[t] + 1.18384`MDVP:Shimmer(dB)`[t] -400.232`Shimmer:APQ3`[t] -19.5311`Shimmer:APQ5`[t] -5.85035`MDVP:APQ`[t] + 126.259`Shimmer:DDA`[t] -0.0381961HNR[t] -1.33848RPDE[t] -0.280596DFA[t] + 0.235789spread1[t] + 1.21599spread2[t] -0.0340908D2[t] + 0.189079PPE[t] -0.00239058t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)5.122761.281833.9969.52386e-054.76193e-05
`MDVP:Fo(Hz)`-0.00459360.00152006-3.0220.002895010.0014475
`MDVP:Fhi(Hz)`-3.02269e-050.000304384-0.099310.9210120.460506
`MDVP:Flo(Hz)`-0.001297140.000763311-1.6990.09105820.0455291
`MDVP:Jitter(%)`-180.7863.0351-2.8680.004649050.00232452
`MDVP:Jitter(Abs)`-9326.534576.35-2.0380.04308330.0215416
`MDVP:RAP`-229.8418841.72-0.0260.9792910.489646
`MDVP:PPQ`-42.307483.123-0.5090.6114230.305712
`Jitter:DDP`199.4922947.680.067680.9461210.47306
`MDVP:Shimmer`16.686832.5390.51280.6087320.304366
`MDVP:Shimmer(dB)`1.183841.147211.0320.3035540.151777
`Shimmer:APQ3`-400.2328516.65-0.046990.9625720.481286
`Shimmer:APQ5`-19.531119.1433-1.020.3090390.15452
`MDVP:APQ`-5.8503510.2856-0.56880.570240.28512
`Shimmer:DDA`126.2592838.120.044490.9645680.482284
HNR-0.03819610.0145799-2.620.009585260.00479263
RPDE-1.338480.423971-3.1570.001882540.000941272
DFA-0.2805960.685237-0.40950.6826910.341345
spread10.2357890.09331232.5270.01241010.00620506
spread21.215990.4477692.7160.007289260.00364463
D2-0.03409080.109363-0.31170.7556280.377814
PPE0.1890791.333750.14180.8874320.443716
t-0.002390580.000527685-4.531.09795e-055.48975e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.736569
R-squared0.542535
Adjusted R-squared0.484022
F-TEST (value)9.27203
F-TEST (DF numerator)22
F-TEST (DF denominator)172
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.310225
Sum Squared Residuals16.5532


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.0814-0.0813977
211.14045-0.140447
310.9758190.0241814
411.05969-0.0596879
510.7857910.214209
610.9942340.00576584
711.01038-0.0103764
810.7388440.261156
911.111-0.111004
1011.24378-0.243781
1111.25131-0.251312
1211.32826-0.328257
1310.7577310.242269
1411.10972-0.109717
1510.9451470.0548534
1610.906240.09376
1710.7837150.216285
1811.52287-0.522866
1911.34535-0.345345
2011.09428-0.094282
2111.22085-0.220848
2211.0194-0.0194048
2311.14361-0.143609
2410.9607470.0392529
2510.9324280.0675722
2610.9947650.0052349
2710.9114770.0885232
2810.9999297.0722e-05
2910.8030920.196908
3010.8474870.152513
3100.454764-0.454764
3200.152036-0.152036
3300.252041-0.252041
3400.145882-0.145882
3500.0951063-0.0951063
3600.15129-0.15129
3710.9723180.0276819
3810.9483620.0516377
3910.6678920.332108
4010.8311580.168842
4110.6748330.325167
4210.5454320.454568
4300.412993-0.412993
4400.346086-0.346086
4500.101462-0.101462
4600.170851-0.170851
4700.105582-0.105582
480-0.07025160.0702516
4900.421574-0.421574
5000.510879-0.510879
5100.475013-0.475013
5200.393718-0.393718
5300.43516-0.43516
5400.46242-0.46242
5510.8031170.196883
5610.7153210.284679
5710.7854270.214573
5810.7220360.277964
5910.7114010.288599
6010.5723940.427606
6100.452382-0.452382
6200.243282-0.243282
6300.324487-0.324487
6400.273595-0.273595
6500.201444-0.201444
6600.341969-0.341969
6710.9999534.67406e-05
6810.9513130.0486869
6910.8688820.131118
7010.9203620.0796377
7110.9334520.0665482
7211.0612-0.0612028
7310.9354680.0645321
7410.9478380.052162
7511.0303-0.0302988
7611.05262-0.0526177
7711.09335-0.0933486
7811.01202-0.0120175
7910.9042210.0957786
8011.07247-0.0724653
8111.13812-0.138116
8211.15228-0.152275
8311.02653-0.0265304
8410.7831240.216876
8511.21765-0.217645
8610.9698640.030136
8710.8264810.173519
8810.9910180.00898211
8911.00981-0.00980572
9011.41154-0.41154
9111.31689-0.316888
9210.7549340.245066
9310.83220.1678
9410.8881770.111823
9510.7964840.203516
9610.8143140.185686
9710.8390970.160903
9811.09611-0.096108
9910.870730.12927
10011.00974-0.00973837
10111.12041-0.120407
10210.9778710.0221286
10311.11084-0.110841
10410.6108540.389146
10510.6394230.360577
10610.5550990.444901
10710.5335790.466421
10810.682340.31766
10910.6266950.373305
11010.7721980.227802
11110.9677180.0322816
11210.5859590.414041
11310.7837970.216203
11410.6064190.393581
11510.7912930.208707
11610.9792820.0207183
11710.6904730.309527
11810.9870830.0129172
11910.8061960.193804
12010.6327170.367283
12110.476450.52355
12210.9318620.068138
12310.9556450.044355
12410.6835190.316481
12510.6649370.335063
12610.6392670.360733
12710.6593180.340682
12810.6201140.379886
12910.3427330.657267
13010.7699320.230068
13110.7609460.239054
13210.8050540.194946
13311.04785-0.0478506
13410.6200710.379929
13510.8396920.160308
13610.9460770.0539234
13711.11268-0.112678
13811.16152-0.161521
13910.8953640.104636
14010.7901750.209825
14110.7809290.219071
14210.6825110.317489
14310.6342570.365743
14410.6807660.319234
14510.4966230.503377
14610.7205340.279466
14711.08505-0.0850526
14811.02469-0.0246949
14911.12463-0.124626
15010.8506720.149328
15111.03099-0.0309858
15210.9020820.0979184
15311.01343-0.0134284
15410.9319570.0680432
15510.8985190.101481
15611.10391-0.103906
15710.6834820.316518
15811.14214-0.142144
15910.7931870.206813
16010.7745220.225478
16110.9544350.0455648
16210.9940910.00590865
16310.7472680.252732
16410.7536310.246369
16511.29633-0.296331
16600.224544-0.224544
16700.137229-0.137229
1680-0.01979330.0197933
16900.807402-0.807402
17000.129932-0.129932
1710-0.06743160.0674316
17200.63748-0.63748
17300.708821-0.708821
17400.755877-0.755877
17500.771501-0.771501
17600.694235-0.694235
17700.637675-0.637675
17810.4932340.506766
17910.5533530.446647
18010.7237310.276269
18110.5925850.407415
18210.6771170.322883
18310.6247090.375291
18400.432071-0.432071
18500.469892-0.469892
18600.472167-0.472167
18700.330753-0.330753
18800.434847-0.434847
18900.303284-0.303284
19000.345458-0.345458
19100.5117-0.5117
19200.502167-0.502167
1930-0.2204150.220415
19400.269-0.269
19500.431048-0.431048


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
261.68753e-533.37505e-531
273.48178e-656.96355e-651
281.3536e-772.7072e-771
295.16108e-941.03222e-931
306.52794e-1101.30559e-1091
310.002841220.005682440.997159
320.001048840.002097680.998951
330.0003533550.0007067090.999647
340.0001139260.0002278520.999886
355.83222e-050.0001166440.999942
362.15485e-054.30969e-050.999978
370.0002219280.0004438560.999778
380.0001795030.0003590050.99982
390.001143360.002286710.998857
400.0005599210.001119840.99944
410.0007475450.001495090.999252
420.0005069380.001013880.999493
430.0002610890.0005221790.999739
440.0001431320.0002862650.999857
457.15521e-050.0001431040.999928
463.34656e-056.69312e-050.999967
471.70769e-053.41538e-050.999983
487.76954e-061.55391e-050.999992
490.0009025910.001805180.999097
500.0009298930.001859790.99907
510.0007561790.001512360.999244
520.0006498190.001299640.99935
530.0006930150.001386030.999307
540.0009578620.001915720.999042
550.000736440.001472880.999264
560.0007012750.001402550.999299
570.0004184340.0008368690.999582
580.0002821220.0005642450.999718
590.0001910950.000382190.999809
600.0001631720.0003263430.999837
610.0121740.02434810.987826
620.01170620.02341250.988294
630.01439870.02879740.985601
640.01642190.03284390.983578
650.01800720.03601440.981993
660.03336610.06673210.966634
670.02799990.05599970.972
680.02378140.04756290.976219
690.02731880.05463760.972681
700.02307560.04615120.976924
710.0187880.03757610.981212
720.01903380.03806760.980966
730.01663950.03327890.983361
740.02278490.04556980.977215
750.02248170.04496350.977518
760.01760960.03521920.98239
770.01663990.03327980.98336
780.01499670.02999330.985003
790.01450620.02901240.985494
800.01263990.02527980.98736
810.009871070.01974210.990129
820.007865990.0157320.992134
830.007168760.01433750.992831
840.006714810.01342960.993285
850.007080670.01416130.992919
860.01413680.02827350.985863
870.03096440.06192870.969036
880.03149310.06298620.968507
890.03328740.06657480.966713
900.05914710.1182940.940853
910.08936490.178730.910635
920.1128490.2256980.887151
930.1106440.2212880.889356
940.09166610.1833320.908334
950.07785120.1557020.922149
960.08119240.1623850.918808
970.07643970.1528790.92356
980.1128160.2256320.887184
990.1183860.2367720.881614
1000.1350310.2700610.864969
1010.1511350.302270.848865
1020.139250.27850.86075
1030.126940.2538810.87306
1040.1214810.2429610.878519
1050.1105220.2210430.889478
1060.1179840.2359680.882016
1070.1221080.2442160.877892
1080.1066390.2132790.893361
1090.08717780.1743560.912822
1100.07712080.1542420.922879
1110.06288320.1257660.937117
1120.05773910.1154780.942261
1130.04555890.09111770.954441
1140.04286640.08573270.957134
1150.03810280.07620550.961897
1160.02947240.05894480.970528
1170.02409350.04818710.975906
1180.01891160.03782320.981088
1190.01497190.02994370.985028
1200.02076830.04153660.979232
1210.01714380.03428770.982856
1220.0166430.03328590.983357
1230.01659260.03318530.983407
1240.01229730.02459460.987703
1250.00918570.01837140.990814
1260.007249920.01449980.99275
1270.005712610.01142520.994287
1280.006619970.01323990.99338
1290.006285680.01257140.993714
1300.005807830.01161570.994192
1310.004091630.008183260.995908
1320.003046090.006092180.996954
1330.002651830.005303670.997348
1340.00260160.005203210.997398
1350.002051580.004103170.997948
1360.002501020.005002040.997499
1370.003713910.007427820.996286
1380.003592240.007184480.996408
1390.002521210.005042430.997479
1400.00669860.01339720.993301
1410.005229720.01045940.99477
1420.004541780.009083560.995458
1430.003872640.007745270.996127
1440.004828120.009656240.995172
1450.004370870.008741750.995629
1460.002971090.005942190.997029
1470.002523840.005047690.997476
1480.001697310.003394610.998303
1490.002725390.005450770.997275
1500.002372520.004745050.997627
1510.002725270.005450530.997275
1520.00367850.007356990.996322
1530.05833130.1166630.941669
1540.04925410.09850830.950746
1550.05717090.1143420.942829
1560.05602710.1120540.943973
1570.1305150.2610310.869485
1580.09551140.1910230.904489
1590.4715910.9431830.528409
1600.3914050.7828110.608595
1610.3575130.7150250.642487
1620.2925030.5850050.707497
1630.4276640.8553280.572336
1640.3429380.6858760.657062
1650.3980280.7960570.601972
1660.6049440.7901120.395056
1670.8697970.2604060.130203
1680.8022510.3954970.197749
1690.8591760.2816480.140824


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level550.381944NOK
5% type I error level940.652778NOK
10% type I error level1050.729167NOK