Multiple Linear Regression - Estimated Regression Equation
status[t] = + 2.22477143935332 -0.00238440712994794`MDVP:Fo(Hz)`[t] -0.000115229889187613`MDVP:Fhi(Hz)`[t] -0.00153509990349101`MDVP:Flo(Hz)`[t] -176.913214195889`MDVP:Jitter(%)`[t] -3321.63593627806`MDVP:Jitter(Abs)`[t] -759.214663723833`MDVP:RAP`[t] -36.1351357588716`MDVP:PPQ`[t] + 360.584308796295`Jitter:DDP`[t] + 27.4496020256438`MDVP:Shimmer`[t] + 0.571023028655679`MDVP:Shimmer(dB)`[t] -871.24017883868`Shimmer:APQ3`[t] -26.3958535998715`Shimmer:APQ5`[t] -3.07475960660651`MDVP:APQ`[t] + 283.747630878251`Shimmer:DDA`[t] -2.52562479335263NHR[t] -0.0156926417795812HNR[t] -1.01446224043442RPDE[t] + 0.355144612820959DFA[t] + 0.127298269666592spread1[t] + 1.26557784501791spread2[t] + 0.0494602327994658D2[t] + 1.26345906402202PPE[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2.224771439353321.1583811.92060.0564380.028219
`MDVP:Fo(Hz)`-0.002384407129947940.00151-1.5790.1161690.058085
`MDVP:Fhi(Hz)`-0.0001152298891876130.000321-0.35890.7201050.360053
`MDVP:Flo(Hz)`-0.001535099903491010.000802-1.91330.0573660.028683
`MDVP:Jitter(%)`-176.91321419588967.028672-2.63940.0090690.004535
`MDVP:Jitter(Abs)`-3321.635936278064625.652766-0.71810.4736760.236838
`MDVP:RAP`-759.2146637238339331.876927-0.08140.9352530.467626
`MDVP:PPQ`-36.135135758871688.383881-0.40880.6831630.341582
`Jitter:DDP`360.5843087962953111.4773080.11590.9078760.453938
`MDVP:Shimmer`27.449602025643834.2830460.80070.4244240.212212
`MDVP:Shimmer(dB)`0.5710230286556791.1993180.47610.6345910.317295
`Shimmer:APQ3`-871.240178838688972.169559-0.09710.9227560.461378
`Shimmer:APQ5`-26.395853599871520.122935-1.31170.1913590.09568
`MDVP:APQ`-3.0747596066065110.891073-0.28230.7780380.389019
`Shimmer:DDA`283.7476308782512989.9569620.09490.9245050.462252
NHR-2.525624793352631.980609-1.27520.2039670.101983
HNR-0.01569264177958120.014343-1.09410.2754440.137722
RPDE-1.014462240434420.439539-2.3080.0221890.011094
DFA0.3551446128209590.7393820.48030.6316060.315803
spread10.1272982696665920.0978981.30030.1952340.097617
spread21.265577845017910.4780052.64760.0088590.00443
D20.04946023279946580.1143240.43260.6658240.332912
PPE1.263459064022021.3833510.91330.3623460.181173


Multiple Linear Regression - Regression Statistics
Multiple R0.701956924243648
R-squared0.492743523493602
Adjusted R-squared0.427861881149761
F-TEST (value)7.59449831559902
F-TEST (DF numerator)22
F-TEST (DF denominator)172
p-value4.44089209850063e-16
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.326671733600211
Sum Squared Residuals18.3548805037392


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
110.9435718734087540.0564281265912455
211.07058717103072-0.0705871710307231
310.9726108267779140.0273891732220857
411.07778264716755-0.0777826471675544
510.8710336800196860.128966319980314
610.9494552098230560.0505447901769438
710.7934059595406050.206594040459395
810.5806747033035140.419325296696486
910.9746026062470560.0253973937529436
1011.15090997127307-0.150909971273073
1111.11159903687375-0.111599036873746
1211.23810566911362-0.238105669113624
1310.4568822583271740.543117741672826
1410.8801516237018580.119848376298142
1510.7048458706691740.295154129330826
1610.7027107432536540.297289256746346
1710.5444417507558150.455558249244185
1811.32291525306483-0.322915253064833
1911.29341211466237-0.293412114662373
2010.9660637905679130.0339362094320865
2111.06594590122215-0.0659459012221548
2210.8904739780356030.109526021964397
2311.10343211303229-0.10343211303229
2410.8657710469210140.134228953078986
2510.8203585587849280.179641441215072
2610.9174088820383940.0825911179616064
2710.8040186175728630.195981382427137
2810.7958999334865740.204100066513426
2910.6613956322612950.338604367738705
3010.6993240476614450.300675952338555
3100.296327010991969-0.296327010991969
3200.159358654160876-0.159358654160876
3300.192351326079387-0.192351326079387
3400.12808618234784-0.12808618234784
3500.0881745262934908-0.0881745262934908
3600.203627719574811-0.203627719574811
3710.8106942409724730.189305759027527
3810.8234624769552710.176537523044729
3910.5960432570564540.403956742943546
4010.7530913878418260.246908612158173
4110.6125963608212850.387403639178715
4210.4365019433929290.563498056607071
4300.244620632158114-0.244620632158114
4400.204235196326393-0.204235196326393
4500.0134396038023798-0.0134396038023798
4600.0888886766486158-0.0888886766486158
4700.0510556030894473-0.0510556030894473
480-0.04546858043877520.0454685804387752
4900.337462712225397-0.337462712225397
5000.429478766829427-0.429478766829427
5100.410612362762125-0.410612362762125
5200.425915830652945-0.425915830652945
5300.411523199637314-0.411523199637314
5400.548471650784556-0.548471650784556
5510.8271241484254650.172875851574535
5610.7915551156995350.208444884300465
5710.8674144167179810.132585583282019
5810.759890157613460.24010984238654
5910.7792799258533290.220720074146671
6010.6508116279900980.349188372009902
6100.369771112322982-0.369771112322982
6200.274652373908646-0.274652373908646
6300.264475566136834-0.264475566136834
6400.213606607781165-0.213606607781165
6500.128335751181459-0.128335751181459
6600.282275551186785-0.282275551186785
6710.9147799877212220.0852200122787783
6810.8891042754856910.110895724514309
6910.9222496036494030.0777503963505966
7010.9423692365942380.0576307634057618
7110.8508477885245860.149152211475414
7211.0929952918871-0.0929952918870988
7310.8872187846683050.112781215331695
7410.9229351449434990.0770648550565014
7511.04226826538868-0.0422682653886783
7611.07861400319026-0.0786140031902648
7711.09857685229162-0.0985768522916173
7811.00048324976104-0.000483249761042984
7910.9611324452121160.0388675547878843
8011.14127485384233-0.141274853842329
8111.18014399237233-0.180143992372332
8211.13521958160355-0.135219581603553
8311.01365070163879-0.013650701638785
8410.6959874246383280.304012575361672
8511.08754001460853-0.087540014608529
8610.87146909617140.1285309038286
8710.7031312119911820.296868788008818
8810.9446409293460630.0553590706539372
8910.9903406644593150.00965933554068479
9011.22524955005452-0.225249550054523
9111.1444663950855-0.144466395085502
9210.797470526454730.20252947354527
9310.7336715483684730.266328451631527
9410.8532556698728450.146744330127155
9510.7885594193173760.211440580682624
9610.7576724209395260.242327579060474
9710.8030065717125770.196993428287423
9811.0269041154346-0.0269041154346012
9910.7997394334535070.200260566546493
10010.8970693444887650.102930655511235
10110.9638528318913140.0361471681086858
10210.9738048101163390.0261951898836607
10310.988916957341340.0110830426586603
10410.5857752013516250.414224798648375
10510.5806649542420270.419335045757973
10610.567263563046780.43273643695322
10710.5352890742110380.464710925788962
10810.6901040648530770.309895935146924
10910.6173619634117980.382638036588202
11010.8984214987322170.101578501267783
11111.0349901184112-0.0349901184111954
11210.5899886279776320.410011372022368
11310.8016312013472410.198368798652759
11410.6988705648673870.301129435132613
11510.8022246292317830.197775370768217
11610.8850942747063660.114905725293634
11710.7288938838372510.27110611616275
11811.05185696669058-0.0518569666905822
11910.8860641429941930.113935857005807
12010.7616014155280290.238398584471971
12110.5515303916325110.448469608367489
12210.9736331673701030.0263668326298969
12310.9728485150083680.0271514849916321
12410.7106013188827980.289398681117202
12510.6182100734035840.381789926596416
12610.6246209435260420.375379056473958
12710.612638660859330.38736133914067
12810.6275852294007330.372414770599267
12910.4149321424742850.585067857525715
13010.7652485846499550.234751415350045
13110.8031166502005360.196883349799464
13210.8749579223832540.125042077616746
13311.05331673623118-0.0533167362311823
13410.6470403471849010.352959652815099
13510.9632824438501310.0367175561498689
13610.9615153089249350.0384846910750653
13711.14636887294033-0.146368872940327
13811.15062769860524-0.15062769860524
13910.9597534674375810.040246532562419
14010.7814803318555620.218519668144438
14110.9100848856129180.0899151143870816
14210.8582984649844770.141701535015523
14310.7289952083328650.271004791667135
14410.6828258751095540.317174124890446
14510.5493933556784930.450606644321507
14610.8602332189749980.139766781025002
14711.35151421933769-0.351514219337688
14811.15228548184188-0.152285481841883
14911.24477425379632-0.244774253796318
15010.8937015472474590.106298452752541
15110.9342530128991240.0657469871008764
15210.9559316520050620.0440683479949375
15310.9590796158421620.0409203841578378
15410.8454058263449790.154594173655021
15510.8944386627332530.105561337266747
15610.9948173485139630.00518265148603696
15710.7986839904714820.201316009528518
15811.26869818106497-0.268698181064971
15910.9707474465270510.0292525534729493
16010.8619000861049380.138099913895062
16111.12813217906433-0.128132179064332
16211.05871249041533-0.0587124904153301
16310.9308252003246240.0691747996753759
16410.7941758002445840.205824199755416
16511.38244252671673-0.382442526716726
16600.450211565983269-0.450211565983269
16700.22519056756442-0.22519056756442
16800.0938475183626551-0.0938475183626551
16900.941842611431521-0.941842611431521
17000.230278004666855-0.230278004666855
17100.114576202941095-0.114576202941095
17200.799340584293414-0.799340584293414
17300.835874394769199-0.835874394769199
17400.878333846628463-0.878333846628463
17500.866010122557376-0.866010122557376
17600.834630864891687-0.834630864891687
17700.776848813656463-0.776848813656463
17810.6443399703961990.355660029603801
17910.7122326898771370.287767310122863
18010.9343238683773820.0656761316226184
18110.7639785089797270.236021491020273
18210.8724260646415650.127573935358435
18310.719193387078230.28080661292177
18400.60438623696893-0.60438623696893
18500.648463086262516-0.648463086262516
18600.60678380361083-0.60678380361083
18700.423249394950891-0.423249394950891
18800.475361520617544-0.475361520617544
18900.435996765718119-0.435996765718119
19000.42827745741773-0.42827745741773
19100.651128801100373-0.651128801100373
19200.700978384060251-0.700978384060251
1930-0.1745042657205790.174504265720579
19400.267080828848547-0.267080828848547
19500.519415355713432-0.519415355713432


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
261.81438409223026e-533.62876818446051e-531
273.49728905007942e-656.99457810015884e-651
289.1236837078931e-781.82473674157862e-771
293.41666743996561e-946.83333487993122e-941
304.41969755118974e-1108.83939510237949e-1101
310.0002546253124081160.0005092506248162320.999745374687592
326.62847257117535e-050.0001325694514235070.999933715274288
331.63454964878992e-053.26909929757984e-050.999983654503512
344.92124377020976e-069.84248754041953e-060.99999507875623
351.49305328851475e-062.98610657702949e-060.999998506946711
363.66378070811956e-077.32756141623913e-070.999999633621929
375.20394264220825e-050.0001040788528441650.999947960573578
382.99680905954555e-055.99361811909109e-050.999970031909405
390.0005278444860113280.001055688972022660.999472155513989
400.0008676116323210030.001735223264642010.999132388367679
410.001089026970569790.002178053941139580.99891097302943
420.0006345594457309970.001269118891461990.999365440554269
430.0003910895155717790.0007821790311435580.999608910484428
440.00021886814440030.00043773628880060.9997811318556
450.000101993548534080.0002039870970681610.999898006451466
465.0069176796768e-050.0001001383535935360.999949930823203
472.99691616848407e-055.99383233696813e-050.999970030838315
483.98806842573329e-057.97613685146658e-050.999960119315743
490.0001743572285985760.0003487144571971520.999825642771401
500.000143820802433360.0002876416048667190.999856179197567
519.51895033093261e-050.0001903790066186520.999904810496691
526.3125179206697e-050.0001262503584133940.999936874820793
534.4357935109047e-058.87158702180939e-050.999955642064891
544.61594701138065e-059.23189402276131e-050.999953840529886
555.31699418276177e-050.0001063398836552350.999946830058172
566.65460009807362e-050.0001330920019614720.999933453999019
573.76978624480401e-057.53957248960802e-050.999962302137552
582.59914485841906e-055.19828971683812e-050.999974008551416
591.47525609296534e-052.95051218593069e-050.99998524743907
608.44088135164056e-061.68817627032811e-050.999991559118648
610.0003517339059890730.0007034678119781460.999648266094011
620.0004571404998191990.0009142809996383980.999542859500181
630.0006235911688447020.00124718233768940.999376408831155
640.0006232405135674220.001246481027134840.999376759486433
650.0004260821468709670.0008521642937419340.999573917853129
660.0004220822194513580.0008441644389027160.999577917780549
670.0002832624392246310.0005665248784492620.999716737560775
680.0001823968318886720.0003647936637773440.999817603168111
690.0002316279749870250.0004632559499740490.999768372025013
700.0001786081121384880.0003572162242769760.999821391887862
710.0001078654547684830.0002157309095369670.999892134545232
727.36295524172138e-050.0001472591048344280.999926370447583
734.32048668296293e-058.64097336592586e-050.99995679513317
740.000119607809047650.0002392156180952990.999880392190952
750.0001563976479958010.0003127952959916020.999843602352004
760.0001157692588703020.0002315385177406030.99988423074113
777.49723911826325e-050.0001499447823652650.999925027608817
785.88101399501179e-050.0001176202799002360.99994118986005
793.48878228535755e-056.97756457071511e-050.999965112177146
802.49066663689606e-054.98133327379212e-050.999975093333631
811.84899066341075e-053.69798132682151e-050.999981510093366
821.07743233663281e-052.15486467326562e-050.999989225676634
837.13071915381947e-061.42614383076389e-050.999992869280846
844.57943538761714e-069.15887077523429e-060.999995420564612
852.76834504810514e-065.53669009621027e-060.999997231654952
863.23318319562684e-066.46636639125367e-060.999996766816804
875.28066348170451e-061.0561326963409e-050.999994719336518
883.34163477757585e-066.68326955515171e-060.999996658365222
892.59786025835542e-065.19572051671084e-060.999997402139742
903.21489725053695e-066.4297945010739e-060.999996785102749
913.17261767361645e-066.34523534723291e-060.999996827382326
923.96137920377853e-067.92275840755706e-060.999996038620796
932.51951755405449e-065.03903510810898e-060.999997480482446
941.68852319041293e-063.37704638082586e-060.99999831147681
951.08969713952143e-062.17939427904286e-060.99999891030286
966.7561696139477e-071.35123392278954e-060.999999324383039
974.20085633251944e-078.40171266503888e-070.999999579914367
982.39384034367239e-074.78768068734477e-070.999999760615966
991.48974868729118e-072.97949737458236e-070.999999851025131
1008.73995207075915e-081.74799041415183e-070.999999912600479
1016.86125351496798e-081.3722507029936e-070.999999931387465
1026.59206067976372e-081.31841213595274e-070.999999934079393
1037.73712792239832e-081.54742558447966e-070.999999922628721
1041.48816331354254e-072.97632662708509e-070.999999851183669
1052.30965798632368e-074.61931597264735e-070.999999769034201
1064.22015270405813e-078.44030540811626e-070.99999957798473
1079.94050148728116e-071.98810029745623e-060.999999005949851
1087.28182347497824e-071.45636469499565e-060.999999271817652
1091.65514312046865e-063.3102862409373e-060.99999834485688
1101.3567366183008e-062.7134732366016e-060.999998643263382
1118.08882499682179e-071.61776499936436e-060.9999991911175
1121.63893148931833e-063.27786297863666e-060.999998361068511
1131.08424599441635e-062.16849198883271e-060.999998915754006
1141.26297962739016e-062.52595925478032e-060.999998737020373
1151.24806634616447e-062.49613269232893e-060.999998751933654
1168.45061874020455e-071.69012374804091e-060.999999154938126
1171.16202768060956e-062.32405536121913e-060.999998837972319
1186.70628532326706e-071.34125706465341e-060.999999329371468
1194.73737300455378e-079.47474600910757e-070.9999995262627
1201.08743858904846e-062.17487717809693e-060.999998912561411
1216.79344701073909e-061.35868940214782e-050.999993206552989
1221.71457078479774e-053.42914156959549e-050.999982854292152
1231.09449489616585e-052.1889897923317e-050.999989055051038
1247.51177962875505e-061.50235592575101e-050.999992488220371
1255.28316847698427e-061.05663369539685e-050.999994716831523
1265.53158519794285e-061.10631703958857e-050.999994468414802
1271.11080908746391e-052.22161817492782e-050.999988891909125
1280.0001462569487266830.0002925138974533660.999853743051273
1290.0003825555133169420.0007651110266338840.999617444486683
1300.0004874166036736140.0009748332073472270.999512583396326
1310.0005018673369011950.001003734673802390.999498132663099
1320.0003434650903237030.0006869301806474060.999656534909676
1330.0003079670991769760.0006159341983539530.999692032900823
1340.001383024368866320.002766048737732640.998616975631134
1350.001606070387067990.003212140774135980.998393929612932
1360.001563284056307820.003126568112615630.998436715943692
1370.001689852360401270.003379704720802540.998310147639599
1380.001735729465147030.003471458930294060.998264270534853
1390.001172495386033190.002344990772066390.998827504613967
1400.001453524377982060.002907048755964110.998546475622018
1410.001228730377121260.002457460754242530.998771269622879
1420.001564035179413410.003128070358826830.998435964820587
1430.00131452987614560.002629059752291210.998685470123854
1440.004516192363121050.00903238472624210.995483807636879
1450.00392026573812410.007840531476248210.996079734261876
1460.003016489050528590.006032978101057190.996983510949471
1470.002145463743986910.004290927487973810.997854536256013
1480.001383527940117930.002767055880235860.998616472059882
1490.001399000170536450.00279800034107290.998600999829464
1500.0009274371251949570.001854874250389910.999072562874805
1510.0008691156278082930.001738231255616590.999130884372192
1520.006385178190220710.01277035638044140.993614821809779
1530.0342769784350740.06855395687014810.965723021564926
1540.03053679327066510.06107358654133020.969463206729335
1550.02584513880429140.05169027760858290.974154861195709
1560.01922083127650620.03844166255301240.980779168723494
1570.08907861687575480.178157233751510.910921383124245
1580.0842521259252020.1685042518504040.915747874074798
1590.2873580139156750.574716027831350.712641986084325
1600.226366713708780.452733427417560.77363328629122
1610.1699163102398240.3398326204796470.830083689760176
1620.1292571721585230.2585143443170460.870742827841477
1630.1478543244757470.2957086489514950.852145675524253
1640.316124809331410.632249618662820.68387519066859
1650.4253479551802380.8506959103604760.574652044819762
1660.5208675982359030.9582648035281950.479132401764097
1670.9017518204617490.1964963590765020.0982481795382508
1680.9450032960402120.1099934079195760.0549967039597881
1690.9629542866466210.07409142670675860.0370457133533793


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1260.875NOK
5% type I error level1280.888888888888889NOK
10% type I error level1320.916666666666667NOK