Multiple Linear Regression - Estimated Regression Equation
MDVP:Fo(Hz)[t] = + 121.051 + 0.0801288`MDVP:Fhi(Hz)`[t] + 0.287163`MDVP:Flo(Hz)`[t] + 7471.22`MDVP:Jitter(%)`[t] -1983090`MDVP:Jitter(Abs)`[t] + 14611.8`MDVP:RAP`[t] -6857.37`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)121.0517.2394816.724.76156e-392.38078e-39
`MDVP:Fhi(Hz)`0.08012880.01767984.5321.03642e-055.18209e-06
`MDVP:Flo(Hz)`0.2871630.04041337.1062.40925e-111.20462e-11
`MDVP:Jitter(%)`7471.223394.192.2010.02894120.0144706
`MDVP:Jitter(Abs)`-1983090143840-13.792.45416e-301.22708e-30
`MDVP:RAP`14611.83952.893.6960.0002866930.000143346
`MDVP:PPQ`-6857.372587.9-2.650.008740240.00437012


Multiple Linear Regression - Regression Statistics
Multiple R0.869884
R-squared0.756698
Adjusted R-squared0.748933
F-TEST (value)97.4503
F-TEST (DF numerator)6
F-TEST (DF denominator)188
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation20.7391
Sum Squared Residuals80861.1


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1119.99291.023828.9682
2122.499.538622.8614
3116.68289.493127.1889
4116.67685.575431.1006
5116.01475.420640.5934
6120.55294.132926.4191
7120.267139.203-18.9365
8107.332130.863-23.531
995.73100.209-4.47915
1095.05694.02631.02968
1188.33387.41620.916831
1291.90494.4933-2.58928
13136.926160.538-23.6119
14139.173136.8812.29221
15152.845145.687.1645
16142.167139.4522.71489
17144.188144.931-0.742983
18168.778150.64518.1327
19153.046134.69118.3548
20156.405162.46-6.0551
21153.848148.5065.34218
22153.88149.2974.58279
23167.93147.97819.9524
24173.917151.91322.004
25163.656144.25519.4005
26104.4108.713-4.313
27171.041154.40916.6321
28146.845156.482-9.6374
29155.358156.923-1.56491
30162.568160.8141.75429
31197.076207.277-10.201
32199.228201.292-2.06417
33198.383197.011.37332
34202.266196.4535.81322
35203.184196.2486.9361
36201.464196.5424.92162
37177.876193.321-15.4451
38176.17185.805-9.63524
39180.198180.0910.10702
40187.733182.9624.77147
41186.163182.6023.56117
42184.055193.694-9.63863
43237.226220.19317.0329
44241.404219.99121.4128
45243.439212.27731.1615
46242.852213.46129.3909
47245.51214.76530.7449
48252.455200.12852.3274
49122.188135.199-13.0113
50122.964144.377-21.4126
51124.445147.474-23.0286
52126.344125.8910.452702
53128.001148.887-20.8859
54129.336135.163-5.82723
55108.80797.090611.7164
56109.8689.011520.8485
57110.41797.182213.2348
58117.274111.8915.38302
59116.87997.73119.148
60114.84797.823417.0236
61209.144183.78525.3588
62223.365180.57442.7905
63222.236210.97711.2588
64228.832221.2967.53581
65229.401211.14618.2548
66228.969180.97547.994
67140.341127.81212.5286
68136.969125.8311.1387
69143.533139.0724.4606
70148.09155.175-7.0847
71142.729135.7646.9646
72136.358133.063.29756
73120.08146.162-26.0817
74112.014156.208-44.1938
75110.793138.302-27.5086
76110.707121.084-10.3769
77112.876141.364-28.4881
78110.568130.789-20.2215
7995.385107.195-11.8096
80100.7785.516215.2538
8196.10695.44220.663799
8295.605105.552-9.94738
83100.96111.042-10.0817
8498.804125.814-27.0101
85176.858167.9218.93671
86180.978187.825-6.84687
87178.222172.6125.61031
88176.281175.241.04087
89173.898150.62223.2764
90179.711182.805-3.09445
91166.605161.5635.04205
92151.955165.393-13.4379
93148.272168.91-20.6375
94152.125137.44314.6816
95157.821156.8380.983272
96157.447180.862-23.4155
97159.116175.452-16.3357
98125.036129.117-4.08065
99125.791120.5325.25944
100126.512109.70216.8102
101125.641106.81418.827
102128.451102.63625.815
103139.224134.9924.2316
104150.258139.96110.2973
105154.003168.918-14.9147
106149.689159.569-9.87981
107155.078171.913-16.8354
108151.884160.153-8.26878
109151.989169.355-17.3662
110193.03177.83215.1977
111200.714182.75717.9568
112208.519212.388-3.869
113204.664216.838-12.1742
114210.141201.0049.13715
115206.327190.19316.1341
116151.872157.984-6.11173
117158.219170.319-12.0995
118170.756179.552-8.79577
119178.285164.76113.5237
120217.116167.04850.0676
121128.94142.767-13.8268
122176.824152.67224.1522
123138.19146.766-8.57581
124182.018166.48915.5287
125156.239163.932-7.69288
126145.174147.246-2.07169
127138.145142.004-3.85859
128166.888157.8729.0161
129119.031134.286-15.255
130120.078149.745-29.6666
131120.289140.516-20.2265
132120.256150.767-30.5109
133119.056135.403-16.347
134118.747140.565-21.8177
135106.516102.494.02637
136110.453133.224-22.7711
137113.4129.662-16.2618
138113.166134.738-21.5725
139112.239131.919-19.6798
140116.15142.652-26.5025
141170.368164.0526.31556
142208.083178.17229.9111
143198.458181.60116.8565
144202.805165.49337.3116
145202.544192.17110.373
146223.361165.857.5605
147169.774179.807-10.0332
148183.52203.528-20.0081
149188.62211.107-22.4873
150202.632248.44-45.8085
151186.695200.444-13.7493
152192.818231.086-38.2682
153198.116227.575-29.4587
154121.345126.5-5.15452
155119.1126.42-7.32034
156117.87139.354-21.484
157122.336132.403-10.0672
158117.963112.7065.25703
159126.144131.137-4.9931
160127.93135.525-7.59502
161114.238119.41-5.17185
162115.322138.85-23.5276
163114.554117.193-2.63871
164112.15122.274-10.1244
165102.27386.873315.3997
166236.2182.86153.3393
167237.323223.59513.7276
168260.105233.1226.9853
169197.569186.10911.4598
170240.301229.53910.7624
171244.99230.09214.8977
172112.547140.353-27.8056
173110.739137.14-26.4011
174113.715135.859-22.1442
175117.004138.97-21.9658
176115.38137.156-21.7761
177116.388139.129-22.7406
178151.737165.998-14.2607
179148.79166.533-17.7428
180148.143156.091-7.94779
181150.44159.926-9.48646
182148.462158.304-9.84195
183149.818173.011-23.1934
184117.226122.103-4.87737
185116.848121.839-4.99088
186116.286133.488-17.202
187116.556170.064-53.5082
188116.342181.634-65.2924
189114.563129.136-14.5727
190201.774189.96911.8052
191174.188162.09612.0918
192209.516178.00931.5066
193174.688157.07817.6097
194198.764177.65221.1117
195214.289168.53445.755


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.01208910.02417830.987911
110.002115520.004231040.997884
120.0003299730.0006599470.99967
134.80412e-059.60824e-050.999952
141.10117e-052.20234e-050.999989
158.43305e-050.0001686610.999916
161.83227e-053.66454e-050.999982
171.70108e-053.40217e-050.999983
182.8727e-055.74539e-050.999971
191.35216e-052.70431e-050.999986
204.53401e-069.06802e-060.999995
211.34258e-052.68516e-050.999987
225.37929e-061.07586e-050.999995
235.32762e-050.0001065520.999947
240.0001898410.0003796830.99981
250.0001001250.0002002510.9999
260.0001015980.0002031960.999898
276.49747e-050.0001299490.999935
280.0001416910.0002833810.999858
296.74382e-050.0001348760.999933
303.13759e-056.27518e-050.999969
313.89358e-057.78717e-050.999961
324.95392e-059.90784e-050.99995
334.5699e-059.13979e-050.999954
346.1173e-050.0001223460.999939
355.91844e-050.0001183690.999941
363.98461e-057.96922e-050.99996
376.43969e-050.0001287940.999936
384.31676e-058.63352e-050.999957
392.33242e-054.66483e-050.999977
401.39402e-052.78804e-050.999986
417.91137e-061.58227e-050.999992
424.70748e-069.41496e-060.999995
434.52221e-069.04442e-060.999995
445.69079e-061.13816e-050.999994
452.12151e-054.24303e-050.999979
463.75287e-057.50574e-050.999962
475.34252e-050.000106850.999947
480.001030170.002060330.99897
490.0007579140.001515830.999242
500.0005315840.001063170.999468
510.0003959330.0007918660.999604
520.000420240.0008404810.99958
530.0003200780.0006401570.99968
540.0002334320.0004668630.999767
550.0001694460.0003388910.999831
560.0001819390.0003638780.999818
570.0001502420.0003004830.99985
580.0001058720.0002117450.999894
590.0001314620.0002629250.999869
600.0002709910.0005419830.999729
610.0003276860.0006553710.999672
620.001411550.002823090.998588
630.001015840.002031680.998984
640.0007116630.001423330.999288
650.0006493550.001298710.999351
660.00364260.00728520.996357
670.003021030.006042060.996979
680.002379710.004759420.99762
690.001879130.003758250.998121
700.001745250.00349050.998255
710.001205730.002411450.998794
720.0008319710.001663940.999168
730.001120870.002241730.998879
740.0650430.1300860.934957
750.09195480.183910.908045
760.07686370.1537270.923136
770.1078440.2156880.892156
780.1092720.2185440.890728
790.09061920.1812380.909381
800.1078910.2157820.892109
810.09841050.1968210.901589
820.08119180.1623840.918808
830.06789240.1357850.932108
840.07790960.1558190.92209
850.0663770.1327540.933623
860.06347240.1269450.936528
870.05367120.1073420.946329
880.04645680.09291360.953543
890.05052930.1010590.949471
900.05187520.103750.948125
910.04626260.09252520.953737
920.04128540.08257070.958715
930.0458650.09172990.954135
940.04435980.08871970.95564
950.03577430.07154850.964226
960.04413070.08826140.955869
970.04229310.08458620.957707
980.03380440.06760880.966196
990.02743760.05487510.972562
1000.02585980.05171960.97414
1010.02059350.04118710.979406
1020.03860780.07721550.961392
1030.09305130.1861030.906949
1040.08403790.1680760.915962
1050.08134040.1626810.91866
1060.06885360.1377070.931146
1070.06731610.1346320.932684
1080.05619940.1123990.943801
1090.05744450.1148890.942555
1100.04723590.09447170.952764
1110.03892260.07784510.961077
1120.03478470.06956940.965215
1130.04319810.08639630.956802
1140.03551870.07103740.964481
1150.0298660.0597320.970134
1160.0233460.04669190.976654
1170.02001620.04003250.979984
1180.01713680.03427360.982863
1190.01661920.03323840.983381
1200.0508270.1016540.949173
1210.04876980.09753960.95123
1220.05383920.1076780.946161
1230.04561260.09122510.954387
1240.03684660.07369330.963153
1250.0343890.06877810.965611
1260.02773880.05547760.972261
1270.0221050.044210.977895
1280.01715390.03430770.982846
1290.0140990.02819790.985901
1300.02269930.04539850.977301
1310.02320460.04640910.976795
1320.04163790.08327590.958362
1330.04010840.08021670.959892
1340.04107160.08214330.958928
1350.04937630.09875250.950624
1360.04716580.09433170.952834
1370.03965880.07931750.960341
1380.03713780.07427560.962862
1390.03227790.06455580.967722
1400.03650390.07300780.963496
1410.02836920.05673830.971631
1420.02888410.05776820.971116
1430.02609710.05219420.973903
1440.04151970.08303940.95848
1450.03346320.06692640.966537
1460.1814390.3628770.818561
1470.2110760.4221520.788924
1480.2465550.4931090.753445
1490.2784840.5569670.721516
1500.3800360.7600720.619964
1510.3458920.6917840.654108
1520.3537040.7074090.646296
1530.663510.672980.33649
1540.6171380.7657250.382862
1550.5717480.8565050.428252
1560.5624960.8750070.437504
1570.5110890.9778230.488911
1580.4614420.9228850.538558
1590.4312440.8624870.568756
1600.3789850.7579690.621015
1610.325950.6519010.67405
1620.3742690.7485370.625731
1630.3193450.638690.680655
1640.2714530.5429050.728547
1650.472570.945140.52743
1660.8434180.3131630.156582
1670.8145130.3709740.185487
1680.8396440.3207120.160356
1690.9131370.1737270.0868634
1700.8908320.2183370.109168
1710.8984390.2031220.101561
1720.8725040.2549930.127496
1730.859110.281780.14089
1740.8394780.3210440.160522
1750.829510.340980.17049
1760.7968830.4062330.203117
1770.7952750.4094510.204725
1780.7316960.5366090.268304
1790.6494130.7011740.350587
1800.5516790.8966410.448321
1810.4605220.9210450.539478
1820.3783930.7567860.621607
1830.2741740.5483490.725826
1840.1739430.3478870.826057
1850.09934410.1986880.900656


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level630.357955NOK
5% type I error level740.420455NOK
10% type I error level1110.630682NOK