Multiple Linear Regression - Estimated Regression Equation
MDVP:Fo(Hz)[t] = + 119.033 + 0.0647937`MDVP:Fhi(Hz)`[t] + 0.278683`MDVP:Flo(Hz)`[t] + 13054.1`MDVP:Jitter(%)`[t] -2403150`MDVP:Jitter(Abs)`[t] + 8285.46`MDVP:RAP`[t] -3237.58`MDVP:PPQ`[t] + 2140.44`MDVP:Shimmer`[t] -94.3042`MDVP:Shimmer(dB)`[t] -1609.77`MDVP:APQ`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)119.0337.5946915.678.81207e-364.40603e-36
`MDVP:Fhi(Hz)`0.06479370.01727113.7520.0002350030.000117502
`MDVP:Flo(Hz)`0.2786830.03849217.241.16511e-115.82554e-12
`MDVP:Jitter(%)`13054.13330.593.9190.0001248516.24254e-05
`MDVP:Jitter(Abs)`-2403150156864-15.329.63078e-354.81539e-35
`MDVP:RAP`8285.463874.082.1390.03377220.0168861
`MDVP:PPQ`-3237.582744.5-1.180.2396490.119825
`MDVP:Shimmer`2140.44572.6983.7370.0002476010.000123801
`MDVP:Shimmer(dB)`-94.304262.2983-1.5140.1317950.0658975
`MDVP:APQ`-1609.77339.143-4.7474.12992e-062.06496e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.889493
R-squared0.791198
Adjusted R-squared0.78104
F-TEST (value)77.8896
F-TEST (DF numerator)9
F-TEST (DF denominator)185
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation19.3677
Sum Squared Residuals69395.1


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1119.992102.59217.4002
2122.4112.4349.9656
3116.682107.9528.72995
4116.67699.939316.7367
5116.01497.770818.2432
6120.552112.8487.7044
7120.267137.069-16.8024
8107.332127.966-20.6338
995.7393.57442.15559
1095.05686.30818.74792
1188.33378.66479.66834
1291.90489.07832.82569
13136.926159.019-22.0928
14139.173129.4239.74958
15152.845150.4352.41023
16142.167137.224.94699
17144.188139.9664.22207
18168.778146.92921.8492
19153.046116.56536.4806
20156.405152.423.98512
21153.848143.83610.0121
22153.88133.96419.916
23167.93138.6529.2804
24173.917150.21823.6988
25163.656144.95118.7053
26104.490.444213.9558
27171.041148.41622.6253
28146.845152.806-5.96131
29155.358150.8074.55059
30162.568155.4967.07202
31197.076209.414-12.3383
32199.228201.27-2.04159
33198.383196.6831.69976
34202.266194.6067.66028
35203.184194.1729.01236
36201.464194.0697.39474
37177.876197.18-19.3036
38176.17186.45-10.2797
39180.198176.683.51831
40187.733180.9396.79354
41186.163179.5976.56602
42184.055193.294-9.23879
43237.226224.612.6257
44241.404223.01318.3912
45243.439212.30831.1308
46242.852215.02827.8245
47245.51215.62829.8819
48252.455199.30753.1477
49122.188137.307-15.119
50122.964147.371-24.4071
51124.445152.017-27.5721
52126.344126.984-0.639827
53128.001155.163-27.1623
54129.336137.358-8.02192
55108.807101.6077.20036
56109.8693.922715.9373
57110.417105.8944.52333
58117.274118.665-1.3914
59116.879101.315.5786
60114.84796.253718.5933
61209.144186.49722.6469
62223.365183.98139.3838
63222.236212.0910.1456
64228.832223.1835.64918
65229.401210.59218.8085
66228.969182.83746.1324
67140.341131.7578.58449
68136.969123.14913.8199
69143.533153.404-9.87145
70148.09165.695-17.6053
71142.729130.08812.6413
72136.358136.963-0.604846
73120.08148.173-28.0927
74112.014147.563-35.549
75110.793140.406-29.6129
76110.707117.413-6.70601
77112.876149.709-36.8334
78110.568132.925-22.3569
7995.385106.877-11.4921
80100.7776.769224.0008
8196.10696.3019-0.195851
8295.605101.664-6.05923
83100.96108.937-7.97682
8498.804126.06-27.2555
85176.858180.881-4.02282
86180.978195.52-14.542
87178.222177.3280.894011
88176.281187.517-11.2364
89173.898156.72717.171
90179.711184.322-4.61071
91166.605172.273-5.66806
92151.955170.416-18.4607
93148.272174.08-25.8081
94152.125133.07219.0525
95157.821163.96-6.13909
96157.447183.646-26.1987
97159.116173.905-14.7887
98125.036130.123-5.08694
99125.791115.38110.4103
100126.512101.15125.3611
101125.641109.69915.9415
102128.451103.20525.246
103139.224157.695-18.4708
104150.258136.53213.7262
105154.003167.339-13.336
106149.689157.297-7.60802
107155.078169.056-13.9782
108151.884155.445-3.56078
109151.989165.204-13.2145
110193.03189.1783.85215
111200.714186.93613.7785
112208.519217.727-9.20847
113204.664228.416-23.7524
114210.141201.8498.29182
115206.327192.48213.8453
116151.872155.611-3.73913
117158.219164.961-6.74169
118170.756176.179-5.42275
119178.285162.2216.0654
120217.116170.2146.9057
121128.94134.422-5.48221
122176.824150.71326.1111
123138.19150.389-12.1992
124182.018171.72810.2898
125156.239170.328-14.0895
126145.174147.8-2.62563
127138.145143.254-5.10921
128166.888160.2446.64397
129119.031130.373-11.3421
130120.078147.96-27.8823
131120.289137.159-16.87
132120.256147.655-27.3993
133119.056133.886-14.8302
134118.747135.609-16.8619
135106.516103.9752.54141
136110.453134.332-23.8794
137113.4122.889-9.48948
138113.166137.684-24.518
139112.239132.444-20.2049
140116.15138.298-22.1483
141170.368169.6710.697197
142208.083203.5954.48775
143198.458190.5767.88239
144202.805168.65634.1488
145202.544196.7125.83223
146223.361168.68954.6723
147169.774158.02811.7456
148183.52189.844-6.32351
149188.62211.112-22.4916
150202.632241.114-38.4822
151186.695180.2766.41941
152192.818197.752-4.93422
153198.116231.49-33.3741
154121.345120.3760.969275
155119.1123.771-4.67125
156117.87139.408-21.5379
157122.336128.34-6.00375
158117.963118.201-0.238453
159126.144126.91-0.766252
160127.93121.6956.23514
161114.238100.08314.1546
162115.322129.256-13.934
163114.554106.4928.06191
164112.15118.28-6.13015
165102.27381.476620.7964
166236.2189.12347.077
167237.323224.86812.4546
168260.105236.38323.7225
169197.569198.838-1.2693
170240.301234.1786.1228
171244.99232.90912.0805
172112.547137.536-24.9889
173110.739134.824-24.0853
174113.715135.13-21.4152
175117.004138.327-21.3231
176115.38136.355-20.9752
177116.388138.82-22.432
178151.737165.608-13.8712
179148.79166.101-17.311
180148.143153.625-5.48211
181150.44156.757-6.31681
182148.462156.624-8.16198
183149.818174.197-24.3788
184117.226115.1252.101
185116.848115.141.70787
186116.286124.759-8.47305
187116.556159.582-43.0261
188116.342172.866-56.5236
189114.563125.374-10.8109
190201.774200.4191.35509
191174.188166.5957.5931
192209.516183.70125.8151
193174.688172.4362.25222
194198.764184.98613.7784
195214.289174.03440.2552


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
133.4064e-056.8128e-050.999966
140.0006894280.001378860.999311
150.001630040.003260080.99837
160.0003874890.0007749780.999613
170.0004070030.0008140060.999593
180.0001491190.0002982380.999851
194.51324e-059.02648e-050.999955
201.18451e-052.36901e-050.999988
213.66175e-057.32351e-050.999963
221.08743e-052.17486e-050.999989
238.02436e-061.60487e-050.999992
242.75755e-065.5151e-060.999997
256.22192e-050.0001244380.999938
263.93009e-057.86017e-050.999961
273.94012e-057.88025e-050.999961
285.28941e-050.0001057880.999947
292.10566e-054.21131e-050.999979
308.24189e-061.64838e-050.999992
312.35909e-054.71817e-050.999976
324.30284e-058.60568e-050.999957
334.45593e-058.91185e-050.999955
347.61053e-050.0001522110.999924
358.30502e-050.00016610.999917
365.40251e-050.000108050.999946
370.0001727030.0003454060.999827
380.0001223620.0002447230.999878
396.6984e-050.0001339680.999933
403.91354e-057.82707e-050.999961
412.28772e-054.57543e-050.999977
421.37919e-052.75838e-050.999986
439.58472e-061.91694e-050.99999
449.46796e-061.89359e-050.999991
453.89335e-057.78671e-050.999961
465.63921e-050.0001127840.999944
476.94068e-050.0001388140.999931
480.002015070.004030140.997985
490.001370050.00274010.99863
500.001048580.002097160.998951
510.001029090.002058170.998971
520.0008984480.00179690.999102
530.0009217520.00184350.999078
540.0006128230.001225650.999387
550.0005041240.001008250.999496
560.0006219280.001243860.999378
570.0004305040.0008610090.999569
580.0003137210.0006274420.999686
590.0003987630.0007975270.999601
600.0005214780.001042960.999479
610.0005545440.001109090.999445
620.001607930.003215860.998392
630.001149850.002299690.99885
640.0008159540.001631910.999184
650.0007188230.001437650.999281
660.003246070.006492150.996754
670.002407590.004815170.997592
680.001835010.003670020.998165
690.001953690.003907380.998046
700.003100080.006200160.9969
710.002436520.004873040.997563
720.001760760.003521530.998239
730.002490260.004980530.99751
740.1341890.2683780.865811
750.1819360.3638720.818064
760.1563740.3127470.843626
770.2384110.4768220.761589
780.2439920.4879830.756008
790.2110120.4220240.788988
800.2290140.4580270.770986
810.204810.409620.79519
820.1756810.3513620.824319
830.1503180.3006350.849682
840.1724750.3449510.827525
850.1527620.3055240.847238
860.1461750.292350.853825
870.1244480.2488970.875552
880.1095710.2191410.890429
890.0996680.1993360.900332
900.1164720.2329440.883528
910.109830.219660.89017
920.1123420.2246840.887658
930.1294360.2588710.870564
940.1152930.2305860.884707
950.09959580.1991920.900404
960.1201770.2403540.879823
970.1164080.2328150.883592
980.09709760.1941950.902902
990.08437270.1687450.915627
1000.08637520.172750.913625
1010.07240320.1448060.927597
1020.106170.212340.89383
1030.1536180.3072360.846382
1040.1422680.2845370.857732
1050.1365510.2731030.863449
1060.1179990.2359970.882001
1070.1138270.2276550.886173
1080.09597690.1919540.904023
1090.09384980.18770.90615
1100.07954880.1590980.920451
1110.06735420.1347080.932646
1120.06093060.1218610.939069
1130.07583510.151670.924165
1140.06472840.1294570.935272
1150.05370830.1074170.946292
1160.04331030.08662060.95669
1170.03551920.07103840.964481
1180.02915420.05830850.970846
1190.03021830.06043650.969782
1200.09248220.1849640.907518
1210.09016110.1803220.909839
1220.1084210.2168430.891579
1230.09937940.1987590.900621
1240.08342920.1668580.916571
1250.08044670.1608930.919553
1260.0676840.1353680.932316
1270.0549070.1098140.945093
1280.04434250.0886850.955657
1290.03624990.07249980.96375
1300.048920.097840.95108
1310.04579780.09159560.954202
1320.06712290.1342460.932877
1330.06119730.1223950.938803
1340.05835250.1167050.941647
1350.05630970.1126190.94369
1360.05668270.1133650.943317
1370.04685230.09370470.953148
1380.04929810.09859620.950702
1390.05135620.1027120.948644
1400.0588660.1177320.941134
1410.04712130.09424250.952879
1420.04528070.09056140.954719
1430.03669240.07338480.963308
1440.05697370.1139470.943026
1450.04491140.08982280.955089
1460.2036320.4072650.796368
1470.2258030.4516060.774197
1480.2146860.4293730.785314
1490.2399610.4799220.760039
1500.3678120.7356240.632188
1510.3343160.6686320.665684
1520.3549160.7098310.645084
1530.6771890.6456230.322811
1540.6333450.733310.366655
1550.593650.8127010.40635
1560.5975120.8049750.402488
1570.5428330.9143340.457167
1580.5002290.9995420.499771
1590.4405810.8811610.559419
1600.3841380.7682760.615862
1610.3743640.7487290.625636
1620.3489720.6979430.651028
1630.2928630.5857250.707137
1640.2438740.4877480.756126
1650.4110430.8220860.588957
1660.7913270.4173460.208673
1670.7825220.4349560.217478
1680.8215170.3569670.178483
1690.7835820.4328350.216418
1700.7922360.4155280.207764
1710.809810.3803790.19019
1720.7867480.4265030.213252
1730.7676190.4647610.232381
1740.7222490.5555010.277751
1750.6483510.7032990.351649
1760.5825970.8348050.417403
1770.5665070.8669850.433493
1780.4729930.9459860.527007
1790.3671470.7342940.632853
1800.2600660.5201330.739934
1810.1887530.3775070.811247
1820.127070.254140.87293


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level610.358824NOK
5% type I error level610.358824NOK
10% type I error level750.441176NOK