Multiple Linear Regression - Estimated Regression Equation
Age[t] = + 3.54414680611651 + 0.0438780971655884Conected[t] + 0.0144465147200406Seperate[t] + 0.144288477599069Gender[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.544146806116511.1035493.21160.00168e-04
Conected0.04387809716558840.0290141.51230.1324480.066224
Seperate0.01444651472004060.0283360.50980.6108820.305441
Gender0.1442884775990690.192960.74780.4557140.227857


Multiple Linear Regression - Regression Statistics
Multiple R0.168280721263476
R-squared0.0283184011489556
Adjusted R-squared0.00986875053785974
F-TEST (value)1.53490175753923
F-TEST (DF numerator)3
F-TEST (DF denominator)158
p-value0.207596095524969
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.15485477795552
Sum Squared Residuals210.722950190339


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
176.180693304465330.81930669553467
256.0062580218139-1.0062580218139
355.65469469148372-0.654694691483725
455.52539128161016-0.525391281610164
585.859100109586162.14089989041384
665.787406088991420.212593911008576
755.99181150709386-0.991811507093858
865.844653594866120.155346405133881
955.91796327447726-0.917963274477255
1046.00518091580297-2.00518091580297
1165.80364493232920.196355067670799
1255.90351675975722-0.903516759757215
1355.86143099120936-0.861430991209364
1466.09293711013414-0.0929371101341422
1575.815222012420571.18477798757943
1665.569269378775750.430730621224248
1775.730335252718071.26966474728193
1866.04905901296855-0.0490590129685538
1985.948648632535072.05135136746493
2075.699111341654781.30088865834522
2155.56926937877575-0.569269378775752
2255.64078672976915-0.640786729769151
2376.092937110134140.907062889865858
2476.019627430523010.980372569476994
2555.86196954421483-0.86196954421483
2646.09401421614508-2.09401421614508
27105.773674796878194.22632520312181
2865.815222012420570.184777987579429
2955.75743595354041-0.757435953540409
3055.65702557310693-0.657025573106929
3155.59744718560903-0.597447185609029
3255.33543237822777-0.335432378227769
3365.904055312762680.0959446872373185
3455.85910010958616-0.859100109586159
3555.61368602894681-0.613686028946807
3655.56926937877575-0.569269378775752
3755.40874205783891-0.408742057838905
3855.74478176743811-0.744781767438106
3955.55303053543797-0.553030535437974
4055.70090367027252-0.700903670272517
4155.77421334988365-0.774213349883653
4275.8013140507061.198685949294
4355.81809144704924-0.818091447049242
4465.700903670272520.299096329727483
4575.904593865768151.09540613423185
4675.961841371642841.03815862835716
4756.06350552768859-1.06350552768859
4855.77188246826045-0.771882468260449
4945.96130281863738-1.96130281863738
5055.81809144704924-0.818091447049242
5145.78579042997502-1.78579042997502
5255.52592983461563-0.52592983461563
5355.56926937877575-0.569269378775752
5475.87354662430621.1264533756938
5555.55482286405571-0.554822864055711
5655.91850182748272-0.918501827482722
5766.03515105125398-0.03515105125398
5845.5963700795981-1.5963700795981
5965.831999408763820.168000591236184
6065.859638662591630.140361337408374
6155.40928061084437-0.409280610844372
6275.846984476489321.15301552351068
6365.830207080146080.169792919853922
6485.698572788649312.30142721135069
6575.772421021265921.22757897873408
6655.75868972915268-0.758689729152679
6765.917963274477260.0820367255227447
6865.394834096124330.605165903875668
6956.12183013957422-1.12183013957422
7055.75868972915268-0.758689729152679
7155.8758775059294-0.875877505929404
7255.74191233280944-0.741912332809435
7345.88799313902624-1.88799313902624
7465.948110079529610.0518899204703932
7565.570346484786690.429653515213315
7665.977364992373820.0226350076261822
7765.990734401082920.0092655989170752
7875.772421021265921.22757897873408
7955.36486396067332-0.364863960673317
8075.701980776283451.29801922371655
8165.656487020101460.343512979898538
8255.8608924382039-0.860892438203897
8355.90297820675175-0.902978206751748
8445.78865986460369-1.78865986460369
8585.728004371094862.27199562890514
8685.728542924100332.27145707589967
8755.91921705008953-0.919217050089526
8855.77188246826045-0.771882468260449
8965.567477050158010.432522949841985
9045.75743595354041-1.75743595354041
9155.71301930336935-0.713019303369354
9255.87462373031713-0.874623730317134
9355.96076426563191-0.96076426563191
9455.64132528277462-0.641325282774618
9565.538584020717930.461415979282066
9666.06404408069406-0.0640440806940611
9755.96184137164284-0.961841371642844
9865.81629911843150.183700881568495
9955.80310637932373-0.803106379323734
10075.612608922935871.38739107706413
10156.02016598352847-1.02016598352847
10265.817552894043780.182447105956225
10365.946856303917340.0531436960826636
10465.497036805175550.502963194824451
10545.84411504186065-1.84411504186065
10655.90584764138042-0.905847641380419
10756.00571946880843-1.00571946880843
10876.050851341586290.949148658413709
10965.773674796878190.226325203121813
11096.326235557676662.67376444232334
11165.640248176763680.359751823236316
11265.669679759209230.330320240790768
11355.82912997413514-0.829129974135145
11465.569269378775750.430730621224248
11555.9473948569228-0.947394856922803
11685.774213349883652.22578665011635
11775.858561556580691.14143844341931
11855.90243965374628-0.902439653746281
11975.786328982980491.21367101701951
12066.02016598352847-0.0201659835284727
12165.815222012420570.184777987579429
12295.583000670888993.41699932911101
12376.063505527688590.936494472311406
12466.00518091580297-0.00518091580296534
12555.72854292410033-0.728542924100328
12655.66967975920923-0.669679759209232
12765.861969544214830.13803045578517
12866.32677411068213-0.326774110682125
12975.800775497700531.19922450229947
13055.84519214787159-0.845192147871586
13155.56926937877575-0.569269378775752
13255.37931047539336-0.379310475393358
13366.12236869257969-0.12236869257969
13445.30653934878769-1.30653934878769
13555.8608924382039-0.860892438203897
13675.655771797494661.34422820250534
13755.23484532819295-0.234845328192952
13875.685918602547011.31408139745299
13975.654694691483721.34530530851627
14065.859638662591630.140361337408374
14155.55428431105024-0.554284311050245
14285.728004371094862.27199562890514
14355.49595969916462-0.495959699164616
14455.65469469148372-0.654694691483725
14555.38092613440976-0.380926134409758
14666.03568960425945-0.0356896042594468
14745.62687876805458-1.62687876805458
14855.78812131159823-0.788121311598227
14955.54037634933567-0.540376349335671
15075.686457155552481.31354284444752
15166.06350552768859-0.0635055276885944
15276.210124886910870.789875113089133
153105.729258146707134.27074185329287
15465.931871236191830.0681287638081709
15585.859638662591632.14036133740837
15645.72854292410033-1.72854292410033
15755.87462373031713-0.874623730317134
15865.771343915254980.228656084745017
15975.800775497700531.19922450229947
16075.786867535985961.21313246401404
16165.74245088581490.257549114185098
16265.844653594866120.155346405133881


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.6931462456442080.6137075087115830.306853754355792
80.5555703944322520.8888592111354960.444429605567748
90.539035112050870.921929775898260.46096488794913
100.7929732805582040.4140534388835930.207026719441796
110.7339250541378660.5321498917242680.266074945862134
120.6639490859937440.6721018280125130.336050914006256
130.5956863643334590.8086272713330820.404313635666541
140.5005341154382860.9989317691234280.499465884561714
150.5000999303575980.9998001392848050.499900069642402
160.4288076698550690.8576153397101390.571192330144931
170.4718703995084180.9437407990168370.528129600491582
180.3900202279936420.7800404559872840.609979772006358
190.4566927246745830.9133854493491670.543307275325417
200.5129286223720290.9741427552559410.487071377627971
210.4914180150679850.9828360301359690.508581984932015
220.4279861196464320.8559722392928640.572013880353568
230.3890888905594070.7781777811188150.610911109440593
240.3434952805660490.6869905611320980.656504719433951
250.3112858020294840.6225716040589670.688714197970516
260.3544794093699590.7089588187399180.645520590630041
270.865658243695770.268683512608460.13434175630423
280.8315863316131240.3368273367737520.168413668386876
290.7997070850938870.4005858298122270.200292914906113
300.7929417005308170.4141165989383650.207058299469183
310.7581617335404180.4836765329191650.241838266459582
320.7343451605067420.5313096789865150.265654839493258
330.706524302609330.586951394781340.29347569739067
340.6989502624980910.6020994750038190.301049737501909
350.658393986796270.683212026407460.34160601320373
360.6317376252357730.7365247495284550.368262374764227
370.5843742625941450.8312514748117090.415625737405854
380.5595371842490710.8809256315018580.440462815750929
390.5090176728193550.9819646543612890.490982327180645
400.4793923500012320.9587847000024630.520607649998768
410.4443752224203290.8887504448406580.555624777579671
420.4751173939405070.9502347878810140.524882606059493
430.4407417743959480.8814835487918960.559258225604052
440.3925229977906750.785045995581350.607477002209325
450.471281027786080.9425620555721610.52871897221392
460.4589691221223520.9179382442447040.541030877877648
470.4776431595430330.9552863190860670.522356840456967
480.4465430755135040.8930861510270090.553456924486496
490.5560833252903780.8878333494192430.443916674709622
500.5280431059576940.9439137880846130.471956894042306
510.5968811595029440.8062376809941120.403118840497056
520.5547384023440780.8905231953118450.445261597655922
530.5157951269765780.9684097460468440.484204873023422
540.5121554444010540.9756891111978910.487844555598946
550.4719154278218870.9438308556437730.528084572178113
560.4454851739320050.890970347864010.554514826067995
570.3991646938525560.7983293877051110.600835306147444
580.4241208415669790.8482416831339590.575879158433021
590.3779848264939350.755969652987870.622015173506065
600.3368447527129580.6736895054259160.663155247287042
610.2983560788501680.5967121577003360.701643921149832
620.2942470160100430.5884940320200850.705752983989957
630.2574483457123520.5148966914247050.742551654287648
640.399192955824610.798385911649220.60080704417539
650.4214803784164140.8429607568328280.578519621583586
660.4009494770627040.8018989541254080.599050522937296
670.3569204241362780.7138408482725550.643079575863722
680.3347031560588140.6694063121176280.665296843941186
690.3361891733490430.6723783466980860.663810826650957
700.3138736211805270.6277472423610550.686126378819473
710.2971842955777360.5943685911554720.702815704422264
720.2728713428355410.5457426856710820.727128657164459
730.3353353384451240.6706706768902480.664664661554876
740.2945985223180590.5891970446361180.705401477681941
750.2619720992005880.5239441984011770.738027900799412
760.2263375871043370.4526751742086740.773662412895663
770.1937583550631880.3875167101263760.806241644936812
780.1997830833901880.3995661667803750.800216916609812
790.1719579401325610.3439158802651230.828042059867439
800.1774699037469330.3549398074938670.822530096253067
810.1522480864375750.3044961728751510.847751913562425
820.1402719973345190.2805439946690390.859728002665481
830.1296958189821340.2593916379642680.870304181017866
840.1675121104520820.3350242209041650.832487889547918
850.2633074735044440.5266149470088880.736692526495556
860.3758871765538960.7517743531077920.624112823446104
870.36527124565490.7305424913098010.634728754345099
880.3412757824404170.6825515648808340.658724217559583
890.3058214263334190.6116428526668380.694178573666581
900.3591865845814280.7183731691628570.640813415418572
910.3334372404999710.6668744809999420.666562759500029
920.3159705715916360.6319411431832720.684029428408364
930.3081924984040720.6163849968081440.691807501595928
940.28074396016990.5614879203397990.7192560398301
950.2485024340218190.4970048680436370.751497565978181
960.2143156356529950.428631271305990.785684364347005
970.2062065369489530.4124130738979070.793793463051047
980.17515374598160.35030749196320.8248462540184
990.1643278281482410.3286556562964820.835672171851759
1000.172788061627140.3455761232542790.82721193837286
1010.1705344634917140.3410689269834290.829465536508286
1020.143717984096850.2874359681937010.85628201590315
1030.1198771946633390.2397543893266790.880122805336661
1040.1007206246144480.2014412492288950.899279375385552
1050.1452010119370880.2904020238741750.854798988062912
1060.1407200519512230.2814401039024450.859279948048777
1070.1422207332964160.2844414665928330.857779266703584
1080.1294433089353370.2588866178706750.870556691064663
1090.1067837556947340.2135675113894670.893216244305266
1100.2007676653149310.4015353306298620.799232334685069
1110.1707299812261610.3414599624523220.829270018773839
1120.143093504055410.2861870081108210.85690649594459
1130.1384691360319980.2769382720639970.861530863968002
1140.1148548770216860.2297097540433710.885145122978314
1150.1116820308748080.2233640617496160.888317969125192
1160.1782582469396460.3565164938792930.821741753060353
1170.1657268085932220.3314536171864430.834273191406778
1180.1708115335039350.341623067007870.829188466496065
1190.1620634379951940.3241268759903880.837936562004806
1200.1339710708713350.267942141742670.866028929128665
1210.1095759761755760.2191519523511530.890424023824424
1220.4306828022484130.8613656044968270.569317197751587
1230.3939435679768890.7878871359537780.606056432023111
1240.3495057745140550.6990115490281090.650494225485945
1250.3167808854512350.633561770902470.683219114548765
1260.2920274614291990.5840549228583990.707972538570801
1270.2478076102687190.4956152205374380.752192389731281
1280.2220705723463670.4441411446927340.777929427653633
1290.2042860262042320.4085720524084650.795713973795768
1300.1914752127955790.3829504255911590.808524787204421
1310.1658314042225370.3316628084450740.834168595777463
1320.1368018338372770.2736036676745540.863198166162723
1330.113940834650620.2278816693012410.88605916534938
1340.1215051754511620.2430103509023240.878494824548838
1350.1462079980266190.2924159960532370.853792001973381
1360.1739097463585560.3478194927171120.826090253641444
1370.1478163580612640.2956327161225280.852183641938736
1380.1264593673884730.2529187347769450.873540632611527
1390.1238730202790310.2477460405580620.876126979720969
1400.09265079314893610.1853015862978720.907349206851064
1410.09204251341042030.1840850268208410.90795748658958
1420.186192142626340.3723842852526790.81380785737366
1430.1867281579464970.3734563158929940.813271842053503
1440.1583722798696440.3167445597392880.841627720130356
1450.1223078577720910.2446157155441830.877692142227909
1460.09287438457135980.185748769142720.90712561542864
1470.0707729968235060.1415459936470120.929227003176494
1480.1854186528478610.3708373056957210.814581347152139
1490.3199684316278650.6399368632557310.680031568372135
1500.3923184095339150.7846368190678310.607681590466085
1510.3416516834809880.6833033669619750.658348316519012
1520.2476695137883130.4953390275766270.752330486211687
1530.2090421523246270.4180843046492540.790957847675373
1540.2171672582927320.4343345165854640.782832741707268
1550.3111668695447920.6223337390895850.688833130455208


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level00OK
10% type I error level00OK