Multiple Linear Regression - Estimated Regression Equation
status[t] = + 1.74908 + 0.144583spread1[t] + 0.851073spread2[t] -0.000639428`MDVP:Fo(Hz)`[t] -0.000473352`MDVP:Fhi(Hz)`[t] -0.00149778`MDVP:Flo(Hz)`[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.749080.2427547.2051.34317e-116.71586e-12
spread10.1445830.03233384.4721.33729e-056.68643e-06
spread20.8510730.3926042.1680.0314270.0157135
`MDVP:Fo(Hz)`-0.0006394280.000855705-0.74730.4558390.22792
`MDVP:Fhi(Hz)`-0.0004733520.000303402-1.560.1203980.060199
`MDVP:Flo(Hz)`-0.001497780.000738065-2.0290.04382680.0219134


Multiple Linear Regression - Regression Statistics
Multiple R0.615191
R-squared0.37846
Adjusted R-squared0.362017
F-TEST (value)23.0167
F-TEST (DF numerator)5
F-TEST (DF denominator)189
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.344958
Sum Squared Residuals22.4902


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
111.01648-0.0164817
211.12639-0.126385
311.06775-0.0677493
411.13148-0.131476
511.09977-0.0997721
611.0806-0.0806036
710.839920.16008
810.7349550.265045
910.9718690.0281312
1011.04763-0.047628
1111.08729-0.0872939
1211.09848-0.0984785
1310.5726830.427317
1410.8592750.140725
1510.7510940.248906
1610.8374840.162516
1710.785120.21488
1811.36388-0.363881
1911.19881-0.198813
2010.9765210.0234785
2111.10506-0.105058
2210.9041330.0958668
2311.02894-0.0289409
2410.8376450.162355
2510.8188520.181148
2610.8640220.135978
2710.7265630.273437
2810.6940910.305909
2910.6307630.369237
3010.6541710.345829
3100.326147-0.326147
3200.271545-0.271545
3300.358327-0.358327
3400.263684-0.263684
3500.212797-0.212797
3600.247781-0.247781
3710.5888090.411191
3810.6022970.397703
3910.5236240.476376
4010.6328180.367182
4110.480520.51948
4210.3237780.676222
4300.169958-0.169958
4400.281193-0.281193
4500.184033-0.184033
4600.207119-0.207119
4700.194765-0.194765
4800.302789-0.302789
4900.732376-0.732376
5000.725444-0.725444
5100.684645-0.684645
5200.717185-0.717185
5300.584094-0.584094
5400.663723-0.663723
5510.9643820.035618
5611.02475-0.024749
5711.0227-0.0226969
5811.0278-0.0277962
5911.02618-0.0261812
6010.9127180.0872823
6100.378186-0.378186
6200.364305-0.364305
6300.264077-0.264077
6400.125063-0.125063
6500.116312-0.116312
6600.267563-0.267563
6710.8942880.105712
6810.8889670.111033
6910.7624910.237509
7010.674140.32586
7110.7909090.209091
7210.9182010.0817993
7310.8822640.117736
7410.7203770.279623
7510.8604430.139557
7610.9391630.0608372
7710.9014790.0985206
7810.8928370.107163
7910.977310.02269
8011.01742-0.0174199
8110.9994470.000553014
8210.9429450.0570551
8310.8881450.111855
8410.7013580.298642
8510.9531380.0468624
8610.7565540.243446
8710.6932380.306762
8810.7981490.201851
8910.8449780.155022
9010.9966470.00335342
9111.1075-0.107504
9210.6034040.396596
9310.5772360.422764
9410.7187790.281221
9510.720040.27996
9610.5974710.402529
9710.5882790.411721
9811.07154-0.0715441
9910.8841330.115867
10011.11466-0.114663
10111.11436-0.114361
10211.13878-0.13878
10311.04094-0.0409401
10410.5484380.451562
10510.4771070.522893
10610.54460.4554
10710.5042180.495782
10810.6347690.365231
10910.5408190.459181
11010.7985780.201422
11110.8383860.161614
11210.4346370.565363
11310.704890.29511
11410.5779410.422059
11510.553820.44618
11610.8621120.137888
11710.6883420.311658
11810.9603260.0396738
11910.9267220.0732783
12010.8926050.107395
12110.6512240.348776
12210.9668980.0331019
12310.7924930.207507
12410.7547330.245267
12510.6998530.300147
12610.7417610.258239
12710.7190390.280961
12810.6853320.314668
12910.5830070.416993
13010.7689930.231007
13110.7476640.252336
13210.7568540.243146
13310.9146590.0853407
13410.6698860.330114
13510.994330.00567006
13610.9628870.0371129
13711.07423-0.0742304
13811.05007-0.0500705
13910.9072490.0927512
14010.7981640.201836
14111.03874-0.0387429
14210.8220440.177956
14310.752610.24739
14410.7093940.290606
14510.5605220.439478
14610.8549540.145046
14711.19912-0.199117
14810.9718870.0281134
14911.07459-0.0745914
15010.6020750.397925
15110.946770.0532299
15211.29822-0.298223
15311.14333-0.143326
15410.9645170.0354826
15511.01571-0.0157108
15611.12897-0.128968
15710.8718630.128137
15811.21926-0.219258
15910.9546230.0453774
16010.8379270.162073
16110.972610.0273903
16210.8785860.121414
16310.8864230.113577
16410.8141910.185809
16511.40154-0.401536
16600.490385-0.490385
16700.273964-0.273964
16800.151496-0.151496
16900.694334-0.694334
17000.175972-0.175972
17100.194857-0.194857
17200.727659-0.727659
17300.758372-0.758372
17400.780302-0.780302
17500.782057-0.782057
17600.760087-0.760087
17700.673413-0.673413
17810.5980840.401916
17910.6134870.386513
18010.7575190.242481
18110.6093730.390627
18210.724520.27548
18310.5446070.455393
18400.806341-0.806341
18500.846662-0.846662
18600.750927-0.750927
18700.465813-0.465813
18800.438237-0.438237
18900.64686-0.64686
19000.512014-0.512014
19100.545608-0.545608
19200.575621-0.575621
19300.566053-0.566053
19400.523304-0.523304
19500.706742-0.706742


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
93.42561e-516.85121e-511
105.05735e-681.01147e-671
115.15362e-831.03072e-821
121.75905e-963.51809e-961
133.4637e-1306.92741e-1301
148.87868e-1231.77574e-1221
155.1483e-1371.02966e-1361
16001
173.92241e-1817.84482e-1811
185.34956e-1811.06991e-1801
191.0477e-1962.09539e-1961
201.03097e-2242.06193e-2241
218.70749e-2601.7415e-2591
224.38934e-2408.77869e-2401
231.71284e-2593.42567e-2591
241.73024e-2703.46047e-2701
252.97134e-2975.94268e-2971
26001
27001
28001
29001
30001
318.06959e-091.61392e-081
321.69231e-083.38462e-081
331.66285e-083.32569e-081
346.77887e-091.35577e-081
352.49536e-094.99071e-091
369.3968e-101.87936e-091
377.24455e-071.44891e-060.999999
388.68912e-061.73782e-050.999991
390.0001123980.0002247960.999888
400.0005016910.001003380.999498
410.001658080.003316160.998342
420.0026530.005305990.997347
430.002370810.004741620.997629
440.001834190.003668390.998166
450.001382960.002765920.998617
460.001022660.002045310.998977
470.0006825680.001365140.999317
480.0005056860.001011370.999494
490.006847280.01369460.993153
500.02967310.05934620.970327
510.06957420.1391480.930426
520.116390.2327790.88361
530.1644360.3288710.835564
540.2220670.4441340.777933
550.1951670.3903340.804833
560.1700810.3401620.829919
570.1438330.2876660.856167
580.1194750.2389490.880525
590.09754180.1950840.902458
600.08895490.177910.911045
610.1480060.2960110.851994
620.1714570.3429150.828543
630.1635350.327070.836465
640.1449680.2899350.855032
650.126140.2522790.87386
660.1272340.2544680.872766
670.1079830.2159670.892017
680.09007590.1801520.909924
690.07988690.1597740.920113
700.07600660.1520130.923993
710.06538090.1307620.934619
720.05308170.1061630.946918
730.04826570.09653140.951734
740.04374230.08748460.956258
750.03525330.07050650.964747
760.02900430.05800860.970996
770.02482650.0496530.975174
780.01960170.03920330.980398
790.01495470.02990930.985045
800.01134160.02268320.988658
810.009315790.01863160.990684
820.006974810.01394960.993025
830.005323970.01064790.994676
840.004605020.009210040.995395
850.003528040.007056090.996472
860.003734880.007469750.996265
870.004546850.009093710.995453
880.003800030.007600060.9962
890.002963710.005927410.997036
900.002150510.004301020.997849
910.001577050.00315410.998423
920.001945720.003891440.998054
930.002227430.004454860.997773
940.001991340.003982670.998009
950.00177270.003545410.998227
960.002094060.004188120.997906
970.002514660.005029320.997485
980.00186340.00372680.998137
990.00139040.002780810.99861
1000.001073720.002147450.998926
1010.0007948330.001589670.999205
1020.0005882970.001176590.999412
1030.000622430.001244860.999378
1040.0007792690.001558540.999221
1050.001164280.002328550.998836
1060.00144650.0028930.998554
1070.001985420.003970840.998015
1080.002048960.004097920.997951
1090.002565150.005130290.997435
1100.002107140.004214270.997893
1110.001673080.003346160.998327
1120.003195750.00639150.996804
1130.0031710.0063420.996829
1140.00396070.00792140.996039
1150.005066570.01013310.994933
1160.004031350.00806270.995969
1170.003750880.007501760.996249
1180.002771280.005542570.997229
1190.002040860.004081720.997959
1200.001541050.00308210.998459
1210.001695350.00339070.998305
1220.001245550.00249110.998754
1230.001099410.002198810.998901
1240.001100030.002200060.9989
1250.001247230.002494460.998753
1260.00141810.002836190.998582
1270.002087220.004174440.997913
1280.003881670.007763340.996118
1290.005117490.0102350.994883
1300.004920820.009841640.995079
1310.004866410.009732810.995134
1320.004625410.009250820.995375
1330.003739530.007479060.99626
1340.00466860.00933720.995331
1350.003374480.006748950.996626
1360.002411760.004823520.997588
1370.001712770.003425550.998287
1380.001202230.002404460.998798
1390.0008632120.001726420.999137
1400.000801120.001602240.999199
1410.0005414610.001082920.999459
1420.000528650.00105730.999471
1430.000478340.000956680.999522
1440.0009568480.00191370.999043
1450.001688470.003376950.998312
1460.002271850.00454370.997728
1470.00175030.00350060.99825
1480.001216140.002432280.998784
1490.000829140.001658280.999171
1500.001186530.002373060.998813
1510.00087160.00174320.999128
1520.0008357350.001671470.999164
1530.0007105790.001421160.999289
1540.0005372260.001074450.999463
1550.0004534450.0009068910.999547
1560.000326610.0006532210.999673
1570.0003424140.0006848280.999658
1580.0002301750.000460350.99977
1590.0001765010.0003530020.999823
1600.0001831450.0003662890.999817
1610.0001947030.0003894050.999805
1620.0002172890.0004345790.999783
1630.0003315610.0006631220.999668
1640.0008326370.001665270.999167
1650.0005922790.001184560.999408
1660.0005997370.001199470.9994
1670.0007103470.001420690.99929
1680.0009163870.001832770.999084
1690.001191780.002383560.998808
1700.001698350.003396710.998302
1710.9995160.0009671040.000483552
1720.9998050.0003893930.000194697
1730.9997040.000592190.000296095
1740.9995180.0009645630.000482281
1750.9994890.001021160.00051058
1760.9999030.0001932789.66389e-05
1770.9998680.0002645740.000132287
1780.9997540.0004919810.00024599
1790.9993180.001364220.000682109
1800.9988380.00232350.00116175
1810.9969560.006087240.00304362
1820.9929710.01405780.00702889
183100
184100
185100
186100


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1400.786517NOK
5% type I error level1510.848315NOK
10% type I error level1560.876404NOK