Multiple Linear Regression - Estimated Regression Equation
MDVP:Fo(Hz)[t] = + 159.545 + 0.0298577`MDVP:Fhi(Hz)`[t] + 0.252331`MDVP:Flo(Hz)`[t] + 11578.2`MDVP:Jitter(%)`[t] -2021960`MDVP:Jitter(Abs)`[t] + 683020`MDVP:RAP`[t] -7137.45`MDVP:PPQ`[t] -223687`Jitter:DDP`[t] -219.529`MDVP:Shimmer`[t] -14.6761`MDVP:Shimmer(dB)`[t] + 194501`Shimmer:APQ3`[t] + 2269.97`Shimmer:APQ5`[t] -1662.48`MDVP:APQ`[t] -64652.3`Shimmer:DDA`[t] -234.477NHR[t] -0.163612HNR[t] -5.99259status[t] -32.9909RPDE[t] -234.002DFA[t] -16.5891spread1[t] + 21.4044spread2[t] + 5.81656D2[t] + 234.963PPE[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)159.54557.4172.7790.006064480.00303224
`MDVP:Fhi(Hz)`0.02985770.01593961.8730.06274070.0313704
`MDVP:Flo(Hz)`0.2523310.03580597.0474.22612e-112.11306e-11
`MDVP:Jitter(%)`11578.23312.033.4960.0006013060.000300653
`MDVP:Jitter(Abs)`-2021960173686-11.641.80395e-239.01976e-24
`MDVP:RAP`6830204649291.4690.1436360.0718182
`MDVP:PPQ`-7137.454399.5-1.6220.1065640.0532819
`Jitter:DDP`-223687155056-1.4430.1509470.0754734
`MDVP:Shimmer`-219.5291721.8-0.12750.8986940.449347
`MDVP:Shimmer(dB)`-14.676160.1537-0.2440.807540.40377
`Shimmer:APQ3`1945014495630.43260.6658150.332907
`Shimmer:APQ5`2269.97998.9582.2720.02430420.0121521
`MDVP:APQ`-1662.48531.205-3.130.002056480.00102824
`Shimmer:DDA`-64652.3149816-0.43150.6666130.333306
NHR-234.47798.1455-2.3890.01797320.00898659
HNR-0.1636120.72144-0.22680.820860.41043
status-5.992593.79514-1.5790.1161690.0580847
RPDE-32.990922.2319-1.4840.1396530.0698265
DFA-234.00232.5184-7.1961.83613e-119.18065e-12
spread1-16.58914.76696-3.480.0006353630.000317682
spread221.404424.39240.87750.3814360.190718
D25.816565.717261.0170.3104070.155203
PPE234.96367.17033.4980.0005966490.000298324


Multiple Linear Regression - Regression Statistics
Multiple R0.928008
R-squared0.861199
Adjusted R-squared0.843446
F-TEST (value)48.5085
F-TEST (DF numerator)22
F-TEST (DF denominator)172
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation16.3768
Sum Squared Residuals46130.3


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1119.992104.40815.5838
2122.4130.237-7.83745
3116.682115.671.01188
4116.676120.343-3.667
5116.014118.206-2.19155
6120.552122.149-1.59713
7120.267119.4310.836024
8107.332114.25-6.91848
995.7390.51285.21717
1095.05683.94511.111
1188.33377.308811.0242
1291.90485.26956.63449
13136.926166.55-29.6244
14139.173139.209-0.036389
15152.845157.974-5.12859
16142.167146.245-4.07846
17144.188145.896-1.70751
18168.778171.911-3.133
19153.046131.61221.4339
20156.405158.623-2.21813
21153.848148.1785.67018
22153.88137.96515.9152
23167.93135.06832.8619
24173.917153.44320.4736
25163.656146.67116.9853
26104.490.74113.659
27171.041145.70425.337
28146.845153.238-6.39302
29155.358161.145-5.78742
30162.568148.38714.1807
31197.076199.984-2.90828
32199.228194.6984.53008
33198.383184.4313.9527
34202.266187.29814.9682
35203.184184.8218.3637
36201.464194.6166.84814
37177.876180.005-2.12888
38176.17169.2756.89492
39180.198163.12817.0695
40187.733166.06321.6701
41186.163167.99818.1654
42184.055179.7754.28009
43237.226240.877-3.65144
44241.404237.2884.11641
45243.439223.94319.4957
46242.852227.82415.0279
47245.51231.34114.1689
48252.455209.54842.9066
49122.188129.79-7.602
50122.964133.516-10.5516
51124.445129.057-4.61206
52126.344116.9749.37025
53128.001146.278-18.2771
54129.336134.003-4.66739
55108.80791.558417.2486
56109.8691.250118.6099
57110.41794.008216.4088
58117.274103.4813.7944
59116.87989.059627.8194
60114.84783.763331.0837
61209.144195.50613.638
62223.365197.00726.3583
63222.236213.6558.58085
64228.832231.557-2.7252
65229.401219.9879.41361
66228.969193.75735.212
67140.341139.11.24094
68136.969127.2369.73309
69143.533136.0037.52994
70148.09147.9570.133228
71142.729124.33218.3974
72136.358132.3454.01261
73120.08136.472-16.3922
74112.014115.097-3.08271
75110.793123.451-12.6577
76110.707106.5144.1933
77112.876132.629-19.753
78110.568114.851-4.28323
7995.38596.9259-1.54093
80100.7787.475413.2946
8196.106100.732-4.62614
8295.605103.896-8.29143
83100.96102.261-1.30104
8498.804110.328-11.5242
85176.858178.054-1.19632
86180.978190.394-9.41648
87178.222172.3885.8342
88176.281177.002-0.721468
89173.898155.34618.5518
90179.711185.693-5.98206
91166.605165.0611.54407
92151.955173.112-21.1572
93148.272166.147-17.8753
94152.125145.2766.84872
95157.821163.748-5.92727
96157.447183.862-26.4146
97159.116178.606-19.4899
98125.036133.597-8.56118
99125.791121.9723.8194
100126.512114.55411.9583
101125.641112.97812.6626
102128.451121.6276.82392
103139.224151.466-12.2424
104150.258134.71215.5456
105154.003169.025-15.0223
106149.689156.169-6.48003
107155.078175.136-20.0578
108151.884151.2980.585964
109151.989171.614-19.6249
110193.03184.0169.01441
111200.714189.00311.711
112208.519214.174-5.65457
113204.664223.119-18.4555
114210.141196.513.6414
115206.327198.1128.21471
116151.872157.251-5.37915
117158.219169.002-10.7834
118170.756181.63-10.8741
119178.285169.9758.30998
120217.116202.94514.171
121128.94129.892-0.952269
122176.824155.5621.2644
123138.19144.362-6.17238
124182.018167.89414.1236
125156.239158.143-1.9041
126145.174139.5795.59543
127138.145128.189.96488
128166.888151.76115.1273
129119.031138.143-19.1117
130120.078141.642-21.5642
131120.289137.009-16.7203
132120.256145.96-25.7038
133119.056139.599-20.5433
134118.747133.244-14.4966
135106.516106.602-0.0857971
136110.453138.396-27.9425
137113.4109.9753.42536
138113.166136.009-22.8427
139112.239134.079-21.8404
140116.15137.232-21.0822
141170.368170.2570.111395
142208.083203.0265.05683
143198.458192.2766.18236
144202.805179.02423.7812
145202.544201.0221.52205
146223.361202.57120.7897
147169.774167.9671.80713
148183.52198.189-14.6693
149188.62212.861-24.2413
150202.632215.748-13.1157
151186.695176.3810.3155
152192.818187.4795.33895
153198.116222.111-23.9945
154121.345107.90513.4403
155119.1118.2250.874539
156117.87121.334-3.46405
157122.336151.096-28.7598
158117.963111.3116.6515
159126.144158.681-32.5368
160127.93124.8263.10359
161114.23899.025215.2128
162115.322132.181-16.8591
163114.554107.7976.7569
164112.15130.107-17.9573
165102.27392.35879.91434
166236.2205.83130.369
167237.323237.739-0.415952
168260.105250.07310.0324
169197.569207.534-9.96539
170240.301248.223-7.92186
171244.99244.3120.677667
172112.547136.308-23.7608
173110.739132.39-21.6511
174113.715128.933-15.2183
175117.004134.521-17.5174
176115.38136.029-20.6486
177116.388133.432-17.0442
178151.737153.073-1.33567
179148.79154.441-5.65065
180148.143143.964.18317
181150.44143.6946.74592
182148.462150.306-1.84376
183149.818167.254-17.4355
184117.226131.085-13.8587
185116.848133.832-16.9838
186116.286137.085-20.799
187116.556151.736-35.1799
188116.342167.407-51.0651
189114.563136.656-22.0934
190201.774202.712-0.938335
191174.188181.687-7.4991
192209.516195.95913.5573
193174.688182.244-7.55574
194198.764188.40610.3576
195214.289171.12343.1664


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
260.1973290.3946580.802671
270.09743270.1948650.902567
280.08861110.1772220.911389
290.04118140.08236280.958819
300.01867990.03735980.98132
310.007698080.01539620.992302
320.004224320.008448650.995776
330.002630970.005261950.997369
340.001736580.003473170.998263
350.000796320.001592640.999204
360.000319230.000638460.999681
370.0002090.0004180.999791
388.34131e-050.0001668260.999917
390.0003187250.0006374490.999681
400.0004394250.0008788490.999561
410.000331320.000662640.999669
420.0001604510.0003209020.99984
430.0001893190.0003786370.999811
440.0001529990.0003059980.999847
450.0002587710.0005175420.999741
460.0002912820.0005825640.999709
470.0003056160.0006112320.999694
480.01395320.02790640.986047
490.00950390.01900780.990496
500.007403780.01480760.992596
510.004642610.009285220.995357
520.003745380.007490760.996255
530.00243970.00487940.99756
540.001549960.003099930.99845
550.007669810.01533960.99233
560.01342440.02684880.986576
570.01156580.02313160.988434
580.01547390.03094790.984526
590.02448870.04897730.975511
600.04677690.09355380.953223
610.03798420.07596850.962016
620.05385050.1077010.946149
630.05435790.1087160.945642
640.05819460.1163890.941805
650.05965120.1193020.940349
660.1239350.2478710.876065
670.1065880.2131770.893412
680.08581640.1716330.914184
690.06874420.1374880.931256
700.08141380.1628280.918586
710.06853320.1370660.931467
720.05754370.1150870.942456
730.05203840.1040770.947962
740.2164330.4328660.783567
750.2883980.5767950.711602
760.2535440.5070880.746456
770.2361910.4723820.763809
780.2072220.4144450.792778
790.2060830.4121650.793917
800.221390.442780.77861
810.2513590.5027180.748641
820.2333250.4666510.766675
830.2601390.5202770.739861
840.3069490.6138970.693051
850.3653750.730750.634625
860.3248750.6497510.675125
870.3284970.6569950.671503
880.2906170.5812330.709383
890.3387010.6774020.661299
900.3216410.6432820.678359
910.2843920.5687840.715608
920.2931310.5862620.706869
930.2902030.5804050.709797
940.2807670.5615330.719233
950.2430210.4860420.756979
960.284680.5693610.71532
970.3078740.6157490.692126
980.2757010.5514030.724299
990.241870.4837410.75813
1000.227930.4558610.77207
1010.2115280.4230550.788472
1020.2061050.412210.793895
1030.2580450.516090.741955
1040.274440.548880.72556
1050.2715650.5431310.728435
1060.2350320.4700640.764968
1070.2124760.4249520.787524
1080.1806850.361370.819315
1090.1798780.3597570.820122
1100.1593430.3186870.840657
1110.1411040.2822080.858896
1120.1246310.2492610.875369
1130.1300640.2601270.869936
1140.151230.302460.84877
1150.12560.2512010.8744
1160.1070220.2140430.892978
1170.09565660.1913130.904343
1180.08155230.1631050.918448
1190.07964580.1592920.920354
1200.1139180.2278360.886082
1210.1478720.2957450.852128
1220.190660.3813190.80934
1230.1692710.3385410.830729
1240.1566380.3132770.843362
1250.1332790.2665580.866721
1260.1299440.2598890.870056
1270.1395720.2791430.860428
1280.2883860.5767720.711614
1290.2771880.5543750.722812
1300.2689270.5378540.731073
1310.2515140.5030290.748486
1320.2617980.5235960.738202
1330.2782970.5565950.721703
1340.2599680.5199360.740032
1350.4102030.8204070.589797
1360.4711020.9422030.528898
1370.4215360.8430710.578464
1380.4737620.9475240.526238
1390.5036520.9926950.496348
1400.7079580.5840830.292042
1410.6669910.6660170.333009
1420.6382190.7235620.361781
1430.6439570.7120860.356043
1440.6626430.6747150.337357
1450.7193340.5613330.280666
1460.7087990.5824010.291201
1470.6995960.6008080.300404
1480.6770060.6459870.322994
1490.6973120.6053770.302688
1500.6411060.7177880.358894
1510.6790630.6418750.320937
1520.6434180.7131640.356582
1530.6320570.7358850.367943
1540.6252160.7495680.374784
1550.6337480.7325030.366252
1560.7906590.4186830.209341
1570.7561710.4876570.243829
1580.6916410.6167180.308359
1590.6951790.6096410.304821
1600.6242520.7514960.375748
1610.5391120.9217770.460888
1620.6880520.6238950.311948
1630.5957280.8085450.404272
1640.5860670.8278660.413933
1650.6747150.6505710.325285
1660.903670.192660.0963301
1670.9687830.06243340.0312167
1680.9517510.09649870.0482493
1690.8974240.2051520.102576


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level200.138889NOK
5% type I error level300.208333NOK
10% type I error level350.243056NOK