Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.5292 -0.00279621`MDVP:Fo(Hz)`[t] -0.000391709`MDVP:Fhi(Hz)`[t] -0.00277833`MDVP:Flo(Hz)`[t] -84.0811`MDVP:Jitter(%)`[t] -3422.74`MDVP:Jitter(Abs)`[t] + 120.008`MDVP:RAP`[t] + 96.6197`MDVP:PPQ`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.52920.2076057.3665.46086e-122.73043e-12
`MDVP:Fo(Hz)`-0.002796210.00132616-2.1080.03632010.01816
`MDVP:Fhi(Hz)`-0.0003917090.000338587-1.1570.2487920.124396
`MDVP:Flo(Hz)`-0.002778330.00082767-3.3570.0009551230.000477561
`MDVP:Jitter(%)`-84.081162.5084-1.3450.1802160.0901082
`MDVP:Jitter(Abs)`-3422.743709.09-0.92280.3573010.17865
`MDVP:RAP`120.00874.44341.6120.1086340.0543171
`MDVP:PPQ`96.619747.92762.0160.04523640.0226182


Multiple Linear Regression - Regression Statistics
Multiple R0.51484
R-squared0.26506
Adjusted R-squared0.237549
F-TEST (value)9.63465
F-TEST (DF numerator)7
F-TEST (DF denominator)187
p-value3.23984e-10
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.377109
Sum Squared Residuals26.5935


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.00421-0.00420801
210.9552740.0447259
311.05818-0.0581819
410.9700410.0299587
511.04908-0.0490814
611.01716-0.0171551
710.8186530.181347
810.8968060.103194
910.9586130.0413874
1010.9526240.0473755
1110.9983480.001652
1210.9895430.0104566
1310.6936030.306397
1410.8255590.174441
1510.8006680.199332
1610.7870580.212942
1710.7003020.299698
1810.7303920.269608
1910.9009260.0990735
2010.6359250.364075
2110.9223270.0776732
2210.8442640.155736
2310.7926160.207384
2410.7395470.260453
2510.8174220.182578
2610.9439120.0560875
2710.8004270.199573
2810.8557470.144253
2910.8150570.184943
3010.836950.16305
3100.447812-0.447812
3200.413641-0.413641
3300.407243-0.407243
3400.366025-0.366025
3500.367958-0.367958
3600.376057-0.376057
3710.5879010.412099
3810.5873880.412612
3910.4957790.504221
4010.4876250.512375
4110.4858940.514106
4210.5253270.474673
4300.237105-0.237105
4400.195869-0.195869
4500.160232-0.160232
4600.171749-0.171749
4700.15948-0.15948
4800.253096-0.253096
4900.636982-0.636982
5000.651839-0.651839
5100.667373-0.667373
5200.616921-0.616921
5300.633552-0.633552
5400.609162-0.609162
5510.8953390.104661
5610.8720750.127925
5710.902180.0978204
5810.817970.18203
5910.8252420.174758
6010.7582010.241799
6100.599408-0.599408
6200.611397-0.611397
6300.309891-0.309891
6400.252774-0.252774
6500.217325-0.217325
6600.544753-0.544753
6710.9368380.0631616
6810.9376910.0623089
6910.9095830.0904175
7010.9548630.0451369
7110.9481630.0518368
7210.9427290.0572711
7310.81510.1849
7410.708320.29168
7510.9042460.0957541
7610.8865250.113475
7710.9039870.096013
7810.8905150.109485
7910.9731150.0268853
8011.05238-0.0523751
8111.02779-0.0277931
8211.01869-0.0186862
8310.9806810.0193191
8411.01446-0.0144592
8510.8872570.112743
8610.6026860.397314
8710.6043780.395622
8810.70420.2958
8910.8031470.196853
9010.6766950.323305
9110.9071690.0928307
9210.6644420.335558
9310.7133710.286629
9410.8514720.148528
9510.8852280.114772
9610.6621830.337817
9710.6511630.348837
9810.8754680.124532
9910.9440950.0559048
10011.04893-0.0489262
10111.16485-0.164848
10211.15048-0.150476
10311.23955-0.239554
10410.8195770.180423
10510.6781760.321824
10610.660750.33925
10710.6259550.374045
10810.64160.3584
10910.6756880.324312
11010.8194420.180558
11110.777060.22294
11210.4613280.538672
11310.5704150.429585
11410.4398260.560174
11510.7233910.276609
11610.6512410.348759
11710.6674490.332551
11810.6314520.368548
11910.5139390.486061
12010.4374810.562519
12110.6685210.331479
12210.692050.30795
12310.9402340.059766
12410.8849590.115041
12510.9389780.0610221
12610.9387410.0612588
12710.9147550.0852453
12810.8711150.128885
12910.7784310.221569
13010.8244290.175571
13110.8664260.133574
13210.8747570.125243
13310.8795660.120434
13410.8293770.170623
13510.8853440.114656
13610.9220010.077999
13710.8804650.119535
13810.932910.0670898
13910.9085960.0914045
14010.8660590.133941
14110.6820690.317931
14210.7466490.253351
14310.5168070.483193
14410.6829780.317022
14510.4129120.587088
14610.5778260.422174
14710.8818310.118169
14810.7865880.213412
14910.8900580.109942
15010.6400110.359989
15110.9977360.00226391
15211.32508-0.325078
15311.1613-0.161304
15410.8681510.131849
15510.8733360.126664
15610.8859140.114086
15710.8769250.123075
15810.8632560.136744
15910.9017230.0982774
16010.8181250.181875
16110.9515410.0484586
16210.9027630.0972367
16310.9210620.0789385
16410.9091720.0908284
16510.9150040.0849964
16600.554637-0.554637
16700.20543-0.20543
16800.145282-0.145282
16900.848067-0.848067
17000.300122-0.300122
17100.189187-0.189187
17200.850161-0.850161
17300.892077-0.892077
17400.901587-0.901587
17500.890181-0.890181
17600.858984-0.858984
17700.865466-0.865466
17810.6556810.344319
17910.6988210.301179
18010.7144010.285599
18110.679090.32091
18210.6894450.310555
18310.6931560.306844
18400.853104-0.853104
18500.869516-0.869516
18600.844767-0.844767
18700.736789-0.736789
18800.702396-0.702396
18900.89681-0.89681
19000.83559-0.83559
19100.767021-0.767021
19200.698069-0.698069
19300.61679-0.61679
19400.671549-0.671549
19500.692301-0.692301


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
113.66644e-547.33288e-541
121.94673e-663.89345e-661
133.09721e-936.19442e-931
141.71835e-923.4367e-921
155.74267e-1081.14853e-1071
16001
171.17084e-1482.34168e-1481
186.22193e-1551.24439e-1541
192.74785e-1695.49571e-1691
204.90453e-1939.80905e-1931
211.04523e-2252.09047e-2251
227.43243e-2181.48649e-2171
231.21639e-2292.43278e-2291
245.58332e-2481.11666e-2471
259.9541e-2671.99082e-2661
265.80169e-3081.16034e-3071
271.08734e-2962.17468e-2961
282.41728e-3074.83455e-3071
29001
30001
312.64902e-095.29803e-091
323.2255e-096.451e-091
331.43979e-092.87958e-091
344.54953e-109.09906e-101
351.40532e-102.81064e-101
364.44081e-118.88162e-111
372.07954e-084.15907e-081
383.32661e-076.65323e-071
392.26122e-054.52244e-050.999977
400.0002114750.000422950.999789
410.0008886790.001777360.999111
420.001291580.002583160.998708
430.0008449720.001689940.999155
440.0005194890.001038980.999481
450.000330170.0006603390.99967
460.000200530.0004010610.999799
470.0001224470.0002448940.999878
487.43833e-050.0001487670.999926
490.000427460.0008549210.999573
500.0006801330.001360270.99932
510.001019010.002038010.998981
520.0008835740.001767150.999116
530.001019250.002038490.998981
540.001073520.002147040.998926
550.0009450980.00189020.999055
560.001147930.002295860.998852
570.0009352680.001870540.999065
580.001287790.002575580.998712
590.001527090.003054180.998473
600.001144680.002289350.998855
610.004390730.008781460.995609
620.009030040.01806010.99097
630.008140840.01628170.991859
640.007100690.01420140.992899
650.005876690.01175340.994123
660.006878410.01375680.993122
670.004997470.009994950.995003
680.003640470.007280940.99636
690.002575350.00515070.997425
700.002062980.004125950.997937
710.001456190.002912370.998544
720.001028310.002056630.998972
730.0007218490.00144370.999278
740.001817120.003634230.998183
750.001297790.002595590.998702
760.0009108020.00182160.999089
770.0006565540.001313110.999343
780.0004483870.0008967750.999552
790.0003019030.0006038060.999698
800.0002117370.0004234730.999788
810.0001456570.0002913140.999854
829.87571e-050.0001975140.999901
836.55739e-050.0001311480.999934
844.85394e-059.70789e-050.999951
853.36274e-056.72549e-050.999966
863.18146e-056.36292e-050.999968
873.86145e-057.72289e-050.999961
882.81482e-055.62963e-050.999972
892.09582e-054.19164e-050.999979
901.46565e-052.9313e-050.999985
911.11993e-052.23986e-050.999989
921.02923e-052.05847e-050.99999
937.34265e-061.46853e-050.999993
945.225e-061.045e-050.999995
953.4584e-066.91679e-060.999997
962.66e-065.32e-060.999997
972.28251e-064.56502e-060.999998
981.39212e-062.78424e-060.999999
998.20541e-071.64108e-060.999999
1005.39222e-071.07844e-060.999999
1013.89103e-077.78206e-071
1023.92362e-077.84724e-071
1031.54238e-063.08476e-060.999998
1041.10248e-062.20496e-060.999999
1058.64567e-071.72913e-060.999999
1067.80904e-071.56181e-060.999999
1076.99569e-071.39914e-060.999999
1086.94392e-071.38878e-060.999999
1095.50689e-071.10138e-060.999999
1103.60575e-077.21151e-071
1112.61709e-075.23417e-071
1123.8648e-077.72961e-071
1133.11736e-076.23471e-071
1147.2436e-071.44872e-060.999999
1156.42307e-071.28461e-060.999999
1166.99165e-071.39833e-060.999999
1176.47286e-071.29457e-060.999999
1186.58061e-071.31612e-060.999999
1191.37903e-062.75807e-060.999999
1207.34141e-061.46828e-050.999993
1218.52279e-061.70456e-050.999991
1229.37103e-061.87421e-050.999991
1237.0274e-061.40548e-050.999993
1245.1696e-061.03392e-050.999995
1254.36631e-068.73261e-060.999996
1263.36987e-066.73974e-060.999997
1272.72855e-065.4571e-060.999997
1282.37006e-064.74013e-060.999998
1291.76317e-063.52634e-060.999998
1301.35184e-062.70368e-060.999999
1319.48784e-071.89757e-060.999999
1327.38947e-071.47789e-060.999999
1335.99594e-071.19919e-060.999999
1344.76056e-079.52112e-071
1352.95938e-075.91877e-071
1362.11801e-074.23602e-071
1371.49043e-072.98085e-071
1381.15777e-072.31554e-071
1398.81121e-081.76224e-071
1408.16225e-081.63245e-071
1411.70644e-073.41289e-071
1422.42997e-074.85994e-071
1435.97793e-071.19559e-060.999999
1441.9935e-063.98701e-060.999998
1451.07513e-052.15026e-050.999989
1460.0001494830.0002989670.999851
1470.0001079770.0002159550.999892
1487.54704e-050.0001509410.999925
1495.22212e-050.0001044420.999948
1500.0001026610.0002053230.999897
1518.57803e-050.0001715610.999914
1528.05724e-050.0001611450.999919
1535.74035e-050.0001148070.999943
1544.38877e-058.77753e-050.999956
1553.27082e-056.54164e-050.999967
1563.05841e-056.11682e-050.999969
1572.703e-055.406e-050.999973
1586.08922e-050.0001217840.999939
1594.04436e-058.08872e-050.99996
1603.80186e-057.60371e-050.999962
1615.11483e-050.0001022970.999949
1624.28373e-058.56746e-050.999957
1633.56689e-057.13379e-050.999964
1644.53596e-059.07193e-050.999955
1650.0005052610.001010520.999495
1660.0005369150.001073830.999463
1670.0006091670.001218330.999391
1680.0009530510.00190610.999047
1690.001762460.003524930.998238
1700.005684360.01136870.994316
1710.9986180.00276370.00138185
1720.9987310.002538710.00126935
1730.9982070.003586790.00179339
1740.9975370.00492680.0024634
1750.996060.007880370.00394018
1760.9960860.007827220.00391361
1770.9976930.004614760.00230738
1780.9966310.006737840.00336892
1790.9920250.01594990.00797494
1800.9926950.01461020.00730509
1810.9824290.0351420.017571
1820.9754830.04903420.0245171
183100
184100


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1640.942529NOK
5% type I error level1741NOK
10% type I error level1741NOK