Multiple Linear Regression - Estimated Regression Equation
MDVP:Fo(Hz)[t] = + 96.9556 + 0.125008`MDVP:Fhi(Hz)`[t] + 0.370473`MDVP:Flo(Hz)`[t] -1078020`MDVP:Jitter(Abs)`[t] + 10714.7`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)96.95568.0718812.014.29531e-252.14765e-25
`MDVP:Fhi(Hz)`0.1250080.02129025.8721.89498e-089.47491e-09
`MDVP:Flo(Hz)`0.3704730.04817217.6917.68845e-133.84423e-13
`MDVP:Jitter(Abs)`-1078020140015-7.6997.29964e-133.64982e-13
`MDVP:PPQ`10714.71714.036.2512.62384e-091.31192e-09


Multiple Linear Regression - Regression Statistics
Multiple R0.78074
R-squared0.609554
Adjusted R-squared0.601334
F-TEST (value)74.1558
F-TEST (DF numerator)4
F-TEST (DF denominator)190
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation26.1337
Sum Squared Residuals129764


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1119.992128.302-8.31031
2122.4146.038-23.638
3116.682141.334-24.6521
4116.676133.216-16.5399
5116.014134.382-18.3678
6120.552149.626-29.0739
7120.267145.953-25.6861
8107.332136.993-29.6607
995.73118.349-22.6193
1095.056116.658-21.602
1188.333112.81-24.4774
1291.904114.73-22.8257
13136.926160.407-23.4815
14139.173137.6571.51558
15152.845139.8712.9752
16142.167144.358-2.19072
17144.188159.444-15.2558
18168.778152.33416.4438
19153.046136.74516.3007
20156.405162.394-5.9894
21153.848136.3617.488
22153.88143.77710.1034
23167.93144.52723.4028
24173.917148.2825.6372
25163.656138.39325.2626
26104.4127.092-22.6917
27171.041143.69927.3416
28146.845150.451-3.60619
29155.358152.3363.02195
30162.568145.27817.29
31197.076201.191-4.11496
32199.228198.3170.911097
33198.383199.082-0.699169
34202.266198.1834.08321
35203.184197.7255.45857
36201.464197.3244.13985
37177.876187.579-9.70265
38176.17182.551-6.38134
39180.198183.341-3.14309
40187.733184.2863.44749
41186.163184.6531.50987
42184.055188.355-4.3002
43237.226220.03417.1916
44241.404221.94719.4572
45243.439219.40924.0295
46242.852218.46324.389
47245.51220.6924.8201
48252.455201.92250.5327
49122.188134.551-12.363
50122.964139.964-17.0004
51124.445142.922-18.4771
52126.344130.502-4.15806
53128.001144.886-16.8854
54129.336134.867-5.53089
55108.807128.513-19.706
56109.86122.953-13.0934
57110.417131.248-20.8313
58117.274139.668-22.3941
59116.879130.874-13.9949
60114.847139.128-24.2813
61209.144172.67236.4716
62223.365168.78254.5827
63222.236206.65515.5811
64228.832214.96313.8692
65229.401212.82316.578
66228.969173.05855.9105
67140.341124.22216.1192
68136.969116.38320.5856
69143.533105.41138.1224
70148.09126.28821.8021
71142.729121.72921.0004
72136.358119.14517.2129
73120.08146.852-26.7719
74112.014191.525-79.511
75110.793139.929-29.1359
76110.707128.25-17.5429
77112.876143.038-30.1624
78110.568139.086-28.5177
7995.385114.057-18.6717
80100.7797.02583.74419
8196.106110.853-14.747
8295.605107.146-11.5408
83100.96118.743-17.7826
8498.804126.797-27.9928
85176.858152.44624.4117
86180.978184.163-3.18507
87178.222173.7444.47824
88176.281173.0053.27646
89173.898145.91727.9813
90179.711180.646-0.935008
91166.605157.0349.57101
92151.955163.899-11.9439
93148.272165.388-17.1156
94152.125137.39214.733
95157.821143.3614.4609
96157.447172.338-14.8905
97159.116169.874-10.7584
98125.036116.9458.0909
99125.791101.76824.0234
100126.51296.011430.5006
101125.64140.486885.1542
102128.451111.81716.6337
103139.224132.0627.16167
104150.258137.20913.0486
105154.003164.575-10.5724
106149.689159.298-9.60939
107155.078169.904-14.8262
108151.884157.74-5.8562
109151.989165.35-13.3611
110193.03151.37741.6528
111200.714161.94938.7645
112208.519202.2116.30838
113204.664203.7150.948993
114210.141192.33917.8015
115206.327164.14142.1864
116151.872160.736-8.86374
117158.219168.772-10.5534
118170.756178.144-7.38814
119178.285171.167.12476
120217.116153.11364.0026
121128.94169.359-40.4195
122176.824146.31330.5108
123138.19142.016-3.82641
124182.018145.14936.8693
125156.239150.1196.11986
126145.174142.912.26411
127138.145143.579-5.4339
128166.888145.77321.115
129119.031130.811-11.7804
130120.078144.837-24.7589
131120.289132.48-12.1906
132120.256141.06-20.8041
133119.056130.638-11.5819
134118.747139.095-20.3479
135106.516115.045-8.52942
136110.453142.644-32.1906
137113.4140.77-27.3695
138113.166140.846-27.6802
139112.239139.299-27.0601
140116.15146.624-30.4741
141170.368156.50813.8602
142208.083165.4342.6529
143198.458180.93117.5271
144202.805158.8943.9147
145202.544191.41611.1275
146223.361160.99362.3685
147169.774181.375-11.6012
148183.52185.343-1.82337
149188.62198.506-9.88556
150202.632250.288-47.6562
151186.695194.663-7.96781
152192.818224.856-32.0378
153198.116221.855-23.739
154121.345121.703-0.358
155119.1113.3855.71479
156117.87126.556-8.68575
157122.336121.5130.822676
158117.96366.289651.6734
159126.144114.78311.3612
160127.93136.03-8.0997
161114.238120.998-6.75993
162115.322135.212-19.8902
163114.554118.311-3.75673
164112.15126.075-13.9253
165102.27399.00813.26486
166236.2170.99365.2072
167237.323218.61118.7125
168260.105227.13632.9689
169197.569162.67934.8903
170240.301217.78522.5156
171244.99223.42421.5665
172112.547140.81-28.2634
173110.739137.344-26.6048
174113.715136.826-23.1109
175117.004143.051-26.0473
176115.38141.573-26.1929
177116.388143.939-27.5506
178151.737164.639-12.9023
179148.79166.613-17.8228
180148.143158.894-10.7511
181150.44163.633-13.1926
182148.462162.537-14.0751
183149.818170.678-20.8601
184117.226137.769-20.5434
185116.848144.187-27.3386
186116.286143.28-26.9937
187116.556187.968-71.4122
188116.342198.834-82.4923
189114.563131.327-16.7644
190201.774168.86732.9068
191174.188156.16118.0266
192209.516160.68448.8319
193174.688128.66946.0189
194198.764172.99525.7685
195214.289160.00454.2847


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.0003493710.0006987420.999651
90.0007416370.001483270.999258
108.89193e-050.0001778390.999911
111.07193e-052.14387e-050.999989
121.12186e-062.24372e-060.999999
131.10638e-072.21275e-071
143.87671e-087.75343e-081
154.9426e-069.8852e-060.999995
166.51252e-061.3025e-050.999993
172.62318e-055.24637e-050.999974
181.58509e-053.17018e-050.999984
196.53672e-061.30734e-050.999993
200.0001441420.0002882840.999856
217.55673e-050.0001511350.999924
223.08362e-056.16725e-050.999969
234.18552e-058.37105e-050.999958
247.08105e-050.0001416210.999929
250.0001210970.0002421930.999879
267.96365e-050.0001592730.99992
277.70864e-050.0001541730.999923
286.43626e-050.0001287250.999936
293.6394e-057.2788e-050.999964
301.89696e-053.79392e-050.999981
312.34279e-054.68558e-050.999977
322.097e-054.194e-050.999979
331.24587e-052.49175e-050.999988
349.49788e-061.89958e-050.999991
356.38025e-061.27605e-050.999994
363.62238e-067.24476e-060.999996
372.21113e-064.42226e-060.999998
381.06619e-062.13238e-060.999999
395.13213e-071.02643e-060.999999
402.79112e-075.58223e-071
411.46356e-072.92712e-071
427.55157e-081.51031e-071
437.06623e-081.41325e-071
447.39072e-081.47814e-071
451.10494e-072.20988e-071
461.16099e-072.32197e-071
471.07105e-072.14209e-071
488.21962e-071.64392e-060.999999
494.56736e-079.13471e-071
502.36026e-074.72051e-071
511.27323e-072.54645e-071
521.03871e-072.07742e-071
535.44227e-081.08845e-071
543.51823e-087.03646e-081
551.80734e-083.61467e-081
561.25244e-082.50488e-081
576.50433e-091.30087e-081
583.75894e-097.51789e-091
591.99305e-093.98611e-091
601.76141e-093.52281e-091
611.80993e-093.61986e-091
629.98912e-091.99782e-081
635.54991e-091.10998e-081
643.03924e-096.07849e-091
651.84347e-093.68693e-091
661.28526e-082.57051e-081
671.65221e-083.30441e-081
685.50803e-081.10161e-071
692.46683e-064.93367e-060.999998
702.52564e-065.05128e-060.999997
712.79635e-065.5927e-060.999997
722.5874e-065.1748e-060.999997
732.99248e-065.98497e-060.999997
740.002271590.004543180.997728
750.00284840.005696790.997152
760.002182280.004364570.997818
770.00277570.005551410.997224
780.003233020.006466040.996767
790.002531290.005062580.997469
800.00407060.00814120.995929
810.003181240.006362490.996819
820.002533180.005066360.997467
830.002005320.004010640.997995
840.00241850.004836990.997582
850.001964090.003928190.998036
860.001514990.003029980.998485
870.001079690.002159380.99892
880.0007664880.001532980.999234
890.0007075010.0014150.999292
900.0004974650.000994930.999503
910.0003542690.0007085380.999646
920.0002616870.0005233730.999738
930.0002244310.0004488620.999776
940.0001590640.0003181270.999841
950.0001108160.0002216310.999889
969.58508e-050.0001917020.999904
977.33725e-050.0001467450.999927
980.000112180.0002243590.999888
990.0003124970.0006249950.999688
1000.0009103530.001820710.99909
1010.02813850.05627690.971862
1020.02356680.04713360.976433
1030.02318820.04637650.976812
1040.01940660.03881320.980593
1050.01570760.03141530.984292
1060.01242830.02485650.987572
1070.01035090.02070180.989649
1080.007903760.01580750.992096
1090.006447640.01289530.993552
1100.009316290.01863260.990684
1110.0118180.0236360.988182
1120.009076810.01815360.990923
1130.006926840.01385370.993073
1140.005931560.01186310.994068
1150.00854060.01708120.991459
1160.006770760.01354150.993229
1170.005266280.01053260.994734
1180.003991980.007983950.996008
1190.003030950.006061910.996969
1200.01353280.02706560.986467
1210.01755270.03510540.982447
1220.01927420.03854840.980726
1230.01491120.02982250.985089
1240.01846770.03693530.981532
1250.01434940.02869880.985651
1260.01094920.02189850.989051
1270.008311520.0166230.991688
1280.007476320.01495260.992524
1290.005700280.01140060.9943
1300.005305380.01061080.994695
1310.00404580.008091610.995954
1320.003489490.006978990.996511
1330.002622150.005244310.997378
1340.002211190.004422370.997789
1350.00158550.0031710.998415
1360.001873710.003747420.998126
1370.001895770.003791540.998104
1380.001991280.003982560.998009
1390.002057250.00411450.997943
1400.002416650.00483330.997583
1410.001836550.003673110.998163
1420.002857590.005715190.997142
1430.002273120.004546240.997727
1440.003982120.007964240.996018
1450.002984210.005968430.997016
1460.01451850.0290370.985481
1470.01246220.02492440.987538
1480.009437430.01887490.990563
1490.007572740.01514550.992427
1500.01201570.02403140.987984
1510.008924290.01784860.991076
1520.0108920.02178410.989108
1530.6887040.6225920.311296
1540.6435620.7128760.356438
1550.6491440.7017130.350856
1560.5989450.8021110.401055
1570.5501470.8997070.449853
1580.7016540.5966930.298346
1590.6778450.6443110.322155
1600.6263730.7472530.373627
1610.5713770.8572470.428623
1620.5523020.8953950.447698
1630.5066160.9867690.493384
1640.4555770.9111540.544423
1650.5861130.8277730.413887
1660.9408430.1183140.059157
1670.9341620.1316760.065838
1680.9477010.1045970.0522986
1690.9731520.05369680.0268484
1700.963780.07244010.03622
1710.9740070.05198550.0259928
1720.9615990.07680190.038401
1730.947610.1047810.0523903
1740.9285430.1429140.0714571
1750.918090.1638190.0819097
1760.8902980.2194040.109702
1770.8790380.2419230.120962
1780.8520250.2959490.147975
1790.7925260.4149470.207474
1800.7229920.5540160.277008
1810.6551730.6896540.344827
1820.5869770.8260470.413023
1830.5313240.9373530.468676
1840.4196980.8393950.580302
1850.4250570.8501150.574943
1860.3650490.7300980.634951
1870.2564130.5128260.743587


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1100.611111NOK
5% type I error level1440.8NOK
10% type I error level1490.827778NOK