Multiple Linear Regression - Estimated Regression Equation
MDVP:Fo(Hz)[t] = + 160.228 + 0.0549271`MDVP:Fhi(Hz)`[t] + 19835.2`MDVP:Jitter(%)`[t] -2613680`MDVP:Jitter(Abs)`[t] -3404.11`MDVP:PPQ`[t] -564.084`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)160.2285.4245829.549.61157e-734.80578e-73
`MDVP:Fhi(Hz)`0.05492710.02125892.5840.01052890.00526444
`MDVP:Jitter(%)`19835.22130.229.3113.26379e-171.63189e-17
`MDVP:Jitter(Abs)`-2613680162618-16.073.32833e-371.66416e-37
`MDVP:PPQ`-3404.113168.08-1.0750.2839670.141983
`MDVP:APQ`-564.084185.928-3.0340.002753910.00137696


Multiple Linear Regression - Regression Statistics
Multiple R0.811161
R-squared0.657983
Adjusted R-squared0.648935
F-TEST (value)72.7208
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation24.5239
Sum Squared Residuals113669


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1119.992105.80114.1906
2122.4102.97219.4279
3116.68293.631923.0501
4116.67685.289331.3867
5116.01479.099836.9142
6120.552106.51914.0327
7120.267140.911-20.6437
8107.332132.313-24.9807
995.7398.9668-3.23684
1095.05690.44014.61594
1188.33387.83450.498523
1291.90492.9557-1.05165
13136.926163.214-26.2882
14139.173151.798-12.6249
15152.845163.14-10.2947
16142.167152.378-10.2109
17144.188161.13-16.9415
18168.778178.329-9.55122
19153.046139.14313.9029
20156.405154.3882.01736
21153.848167.072-13.2238
22153.88151.9081.97194
23167.93147.74420.1863
24173.917156.7617.1568
25163.656166.033-2.37706
26104.4106.192-1.7919
27171.041164.9856.05592
28146.845172.003-25.1576
29155.358166.573-11.2149
30162.568173.525-10.9572
31197.076192.5374.53919
32199.228184.40614.8216
33198.383178.00320.3802
34202.266176.33325.9326
35203.184175.92727.2571
36201.464175.61825.8459
37177.876182.777-4.90129
38176.17175.510.659924
39180.198162.97717.2205
40187.733167.84619.8866
41186.163165.01221.1511
42184.055184.097-0.0419146
43237.226194.19943.027
44241.404190.55150.8534
45243.439181.65161.7884
46242.852184.89157.9606
47245.51183.58161.9291
48252.455184.29368.1622
49122.188151.688-29.5004
50122.964160.682-37.7185
51124.445159.537-35.0921
52126.344137.059-10.7147
53128.001160.772-32.7709
54129.336143.344-14.0081
55108.807107.411.39745
56109.8699.243610.6164
57110.417106.6753.74165
58117.274132.751-15.4768
59116.879111.984.89863
60114.847106.0978.74975
61209.144190.10219.042
62223.365186.88536.4804
63222.236187.8934.3465
64228.832193.76435.068
65229.401181.64447.7574
66228.969182.7346.2388
67140.341145.563-5.2223
68136.969139.057-2.08806
69143.533143.3990.134059
70148.09157.077-8.98731
71142.729146.261-3.5319
72136.358142.225-5.8669
73120.08154.749-34.6686
74112.014145.359-33.3447
75110.793140.741-29.9485
76110.707119.117-8.40993
77112.876137.941-25.0652
78110.568135.448-24.8796
7995.385104.466-9.08141
80100.7779.431521.3385
8196.10690.54585.56024
8295.60597.4479-1.84288
83100.96107.929-6.96869
8498.804129.452-30.6475
85176.858181.045-4.1866
86180.978174.9436.03456
87178.222160.43817.7842
88176.281160.41415.8673
89173.898146.55527.3431
90179.711174.974.74064
91166.605169.906-3.30118
92151.955134.07517.8795
93148.272155.999-7.72738
94152.125133.95618.1691
95157.821166.203-8.38164
96157.447168.906-11.4589
97159.116162.961-3.84455
98125.036122.0313.00468
99125.791109.43216.3589
100126.51293.650932.8611
101125.64159.394966.2461
102128.451102.36626.0852
103139.224125.28213.9419
104150.258155.317-5.05923
105154.003170.876-16.8728
106149.689157.205-7.51577
107155.078168.042-12.9639
108151.884156.495-4.61135
109151.989168.378-16.3888
110193.03194.096-1.06586
111200.714195.3795.33519
112208.519195.80312.7157
113204.664208.174-3.50958
114210.141183.6526.4912
115206.327201.155.17676
116151.872179.995-28.123
117158.219186.095-27.8758
118170.756198.431-27.6749
119178.285184.683-6.39824
120217.116190.49226.6236
121128.94150.665-21.7253
122176.824171.1355.68906
123138.19148.651-10.4614
124182.018181.210.807725
125156.239180.906-24.6669
126145.174160.487-15.3131
127138.145150.544-12.3995
128166.888168.231-1.34261
129119.031138.851-19.8196
130120.078158.776-38.6983
131120.289145.472-25.1831
132120.256155.062-34.8062
133119.056146.377-27.3212
134118.747143.354-24.6067
135106.51694.977811.5382
136110.453131.249-20.7956
137113.4118.178-4.7782
138113.166128.469-15.3034
139112.239121.278-9.03947
140116.15141.103-24.9532
141170.368184.755-14.3866
142208.083180.02428.0593
143198.458172.9925.4679
144202.805178.38324.4215
145202.544181.88720.6572
146223.361175.148.2605
147169.774164.6595.11505
148183.52190.078-6.55767
149188.62204.392-15.7723
150202.632235.706-33.0742
151186.695207.229-20.5338
152192.818226.275-33.4574
153198.116240.688-42.5724
154121.345123.852-2.50659
155119.1126.127-7.02679
156117.87141.112-23.2416
157122.336133.9-11.5638
158117.96394.270523.6925
159126.144125.380.764113
160127.93128.829-0.898913
161114.238117.656-3.41823
162115.322132.047-16.7253
163114.554110.4894.06532
164112.15122.365-10.2153
165102.27385.361516.9115
166236.2188.12248.0782
167237.323197.19140.1321
168260.105201.84258.2634
169197.569203.544-5.97516
170240.301206.75333.5484
171244.99197.21647.7736
172112.547146.661-34.1136
173110.739144.614-33.8753
174113.715144.053-30.3378
175117.004144.916-27.9119
176115.38141.268-25.8878
177116.388142.777-26.3889
178151.737168.232-16.4949
179148.79164.228-15.4384
180148.143153.152-5.00889
181150.44149.2951.14522
182148.462152.618-4.15571
183149.818167.439-17.6215
184117.226125.016-7.78987
185116.848125.135-8.28743
186116.286137.764-21.4782
187116.556169.219-52.6631
188116.342181.352-65.0102
189114.563140.784-26.2214
190201.774210.507-8.73339
191174.188161.24812.9401
192209.516187.04722.4689
193174.688205.473-30.7854
194198.764202.032-3.26816
195214.289190.04424.2449


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.007742620.01548520.992257
100.001133010.002266010.998867
110.0001554570.0003109140.999845
122.224e-054.44801e-050.999978
133.14729e-066.29459e-060.999997
143.73628e-077.47256e-071
151.01161e-052.02323e-050.99999
162.38333e-064.76665e-060.999998
176.02102e-061.2042e-050.999994
183.72724e-067.45449e-060.999996
199.4808e-071.89616e-060.999999
202.34833e-074.69666e-071
212.70409e-075.40817e-071
226.81152e-081.3623e-071
232.73307e-075.46614e-071
246.95309e-071.39062e-060.999999
252.41779e-064.83557e-060.999998
262.22297e-064.44594e-060.999998
274.89658e-069.79317e-060.999995
283.66762e-067.33524e-060.999996
291.46489e-062.92977e-060.999999
306.12101e-071.2242e-060.999999
312.25369e-064.50737e-060.999998
321.16591e-052.33182e-050.999988
332.84362e-055.68723e-050.999972
349.02657e-050.0001805310.99991
350.0001781690.0003563390.999822
360.0002257630.0004515260.999774
370.0001347140.0002694280.999865
387.18164e-050.0001436330.999928
395.68842e-050.0001137680.999943
405.0848e-050.0001016960.999949
414.65646e-059.31291e-050.999953
422.62102e-055.24204e-050.999974
437.56487e-050.0001512970.999924
440.000271020.000542040.999729
450.001390270.002780540.99861
460.003727360.007454730.996273
470.009025040.01805010.990975
480.0275410.0550820.972459
490.03126590.06253170.968734
500.02841380.05682760.971586
510.025410.050820.97459
520.03054360.06108720.969456
530.02757050.0551410.972429
540.02976920.05953840.970231
550.02381230.04762460.976188
560.02689650.05379310.973103
570.02151440.04302890.978486
580.01664630.03329260.983354
590.01439630.02879270.985604
600.01223250.02446490.987768
610.009567530.01913510.990432
620.01025130.02050260.989749
630.01107460.02214920.988925
640.01270010.02540030.9873
650.02033880.04067750.979661
660.03155460.06310910.968445
670.02759390.05518780.972406
680.03293680.06587350.967063
690.08243490.164870.917565
700.07282850.1456570.927171
710.06124940.1224990.938751
720.05219170.1043830.947808
730.06685740.1337150.933143
740.3506690.7013380.649331
750.3808740.7617470.619126
760.3404150.680830.659585
770.3558340.7116680.644166
780.3594840.7189670.640516
790.3257550.6515110.674245
800.4623150.9246310.537685
810.4487820.8975640.551218
820.4252790.8505570.574721
830.3862140.7724280.613786
840.4033770.8067550.596623
850.3798270.7596550.620173
860.3474730.6949470.652527
870.3268040.6536080.673196
880.2969280.5938550.703072
890.2963850.592770.703615
900.2708280.5416560.729172
910.2561150.512230.743885
920.2350930.4701850.764907
930.2118280.4236560.788172
940.1978950.3957890.802105
950.1807940.3615890.819206
960.1676330.3352660.832367
970.1460350.2920690.853965
980.1515170.3030340.848483
990.1857620.3715230.814238
1000.246190.492380.75381
1010.4318360.8636720.568164
1020.4884750.976950.511525
1030.7601860.4796280.239814
1040.7270360.5459290.272964
1050.717050.5659010.28295
1060.6830280.6339450.316972
1070.6609440.6781120.339056
1080.6236340.7527320.376366
1090.6117010.7765990.388299
1100.5819930.8360150.418007
1110.543760.9124810.45624
1120.5134760.9730490.486524
1130.4934610.9869230.506539
1140.5059750.9880490.494025
1150.4652890.9305780.534711
1160.4837350.9674710.516265
1170.5004150.999170.499585
1180.5291820.9416370.470818
1190.4874220.9748450.512578
1200.4739510.9479020.526049
1210.4435690.8871370.556431
1220.4041040.8082080.595896
1230.3719480.7438960.628052
1240.3385540.6771080.661446
1250.3494630.6989270.650537
1260.3255910.6511820.674409
1270.2948660.5897330.705134
1280.2600830.5201660.739917
1290.2372060.4744120.762794
1300.3021810.6043620.697819
1310.2961980.5923960.703802
1320.3497590.6995180.650241
1330.3553330.7106650.644667
1340.3464850.6929710.653515
1350.3453210.6906420.654679
1360.3262180.6524370.673782
1370.2868480.5736950.713152
1380.2638640.5277270.736136
1390.2330120.4660230.766988
1400.2420310.4840630.757969
1410.2618370.5236730.738163
1420.2413290.4826580.758671
1430.2262570.4525140.773743
1440.222120.4442390.77788
1450.1965450.3930910.803455
1460.3076370.6152740.692363
1470.2935070.5870140.706493
1480.2745170.5490330.725483
1490.2726290.5452590.727371
1500.2937920.5875850.706208
1510.2741550.548310.725845
1520.2684340.5368690.731566
1530.3386080.6772160.661392
1540.2955780.5911550.704422
1550.252380.5047610.74762
1560.2590650.5181310.740935
1570.220130.4402610.77987
1580.2714870.5429750.728513
1590.2584180.5168360.741582
1600.2152690.4305380.784731
1610.1951610.3903210.804839
1620.1993360.3986720.800664
1630.1613170.3226340.838683
1640.1427330.2854670.857267
1650.7165240.5669510.283476
1660.7377490.5245020.262251
1670.786970.4260590.21303
1680.9061280.1877440.0938722
1690.9186150.1627710.0813855
1700.9114640.1770720.0885362
1710.9964770.007046570.00352329
1720.9941990.0116020.00580098
1730.992310.01537910.00768954
1740.9880350.02392940.0119647
1750.9834440.03311160.0165558
1760.9726360.05472720.0273636
1770.9632780.07344430.0367221
1780.9401670.1196660.0598331
1790.9074480.1851050.0925523
1800.8653450.269310.134655
1810.7950620.4098750.204938
1820.7079480.5841040.292052
1830.6612060.6775870.338794
1840.5407260.9185490.459274
1850.4042070.8084150.595793
1860.2767920.5535850.723208


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level380.213483NOK
5% type I error level540.303371NOK
10% type I error level670.376404NOK