Multiple Linear Regression - Estimated Regression Equation
Sport[t] = + 1.39978040597024 + 0.368018380494872GoingOut[t] + 0.0635512438454469Relation[t] + 0.145131637422075Family[t] + 0.152958230784931Friends[t] + 0.128011358480719Coach[t] -0.0666804790189408Job[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.399780405970240.6660562.10160.0372720.018636
GoingOut0.3680183804948720.0593696.198800
Relation0.06355124384544690.0463641.37070.172530.086265
Family0.1451316374220750.0870361.66750.0975180.048759
Friends0.1529582307849310.0629352.43040.016270.008135
Coach0.1280113584807190.0636622.01080.0461520.023076
Job-0.06668047901894080.077352-0.8620.3900530.195026


Multiple Linear Regression - Regression Statistics
Multiple R0.618832349556431
R-squared0.382953476857533
Adjusted R-squared0.358105965858508
F-TEST (value)15.4121463865154
F-TEST (DF numerator)6
F-TEST (DF denominator)149
p-value1.05693231944315e-13
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.49623469637434
Sum Squared Residuals333.569021728529


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
133.71673713836873-0.716737138368734
255.48377913021736-0.483779130217362
365.5529366030420.447063396958003
466.7272590893032-0.727259089303203
576.448088208386040.55191179161396
634.21706354112766-1.21706354112766
788.22373312101865-0.223733121018648
843.410251258977520.589748741022478
975.825383546192381.17461645380762
1045.60715630034426-1.60715630034426
1166.14572263802485-0.145722638024854
1265.149084599979740.850915400020258
1377.06168915328316-0.0616891532831626
1445.78891671548836-1.78891671548836
1564.766747539623811.23325246037619
1655.44234645304439-0.442346453044389
1702.51499779685586-2.51499779685586
1897.678356000002891.32164399999711
1944.92136984176459-0.921369841764587
2044.43038093596877-0.430380935968768
2124.90401771155465-2.90401771155465
2277.19273572699539-0.192735726995393
2354.926154045522330.0738459544776665
2496.403833796481012.59616620351899
2566.14572263802485-0.145722638024854
2666.14572263802485-0.145722638024854
2775.32569724270621.6743027572938
2833.08618684958105-0.086186849581048
2965.263035836419420.736964163580581
3064.798399316463641.20160068353636
3144.91955210018494-0.919552100184937
3276.447541845817790.552458154182213
3376.568694629539080.431305370460916
3475.413592060109481.58640793989052
3544.43038093596877-0.430380935968768
3655.86958823827516-0.86958823827516
3765.764415174952170.235584825047828
3855.35473226601575-0.354732266015752
3963.619856135828392.38014386417161
4065.257820371386690.742179628613313
4164.711795857002441.28820414299756
4235.88200525058951-2.88200525058951
4333.3726686478839-0.372668647883903
4433.67479662205423-0.674796622054227
4566.51374101851972-0.513741018519725
4676.228758264959560.77124173504044
4754.13868146099770.861318539002297
4854.477513862062910.522486137937089
4953.758672366725341.24132763327466
5066.08992890926908-0.089928909269084
5165.057683191487520.942316808512476
5266.78298373978579-0.782983739785793
5355.03697604678852-0.036976046788517
5443.827705133016910.172294866983094
5575.706734951563341.29326504843666
5656.15772516867762-1.15772516867762
5734.19572351351178-1.19572351351178
5867.07768774339728-1.07768774339728
5922.51499779685586-0.51499779685586
6087.7943838610620.205616138938002
6134.50878828298729-1.50878828298729
6203.51298412902118-3.51298412902118
6365.892426533432890.107573466567109
6484.161603682122493.83839631787751
6544.07694795873191-0.0769479587319055
6655.03697604678852-0.036976046788517
6765.65046393851250.349536061487505
6853.585705412350381.41429458764962
6965.694605460759740.305394539240262
7024.25067712453114-2.25067712453114
7165.656070167491680.343929832508318
7255.42750028033088-0.427500280330882
7353.589480980454031.41051901954597
7465.132523808400160.867476191599839
7545.40968587703511-1.40968587703511
7664.359718184744041.64028181525596
7754.970295567769580.0297044322304238
7854.27186619602690.728133803973099
7943.997689622801210.00231037719878899
8023.58570541235038-1.58570541235038
8175.667797035491261.33220296450874
8255.82497501495072-0.824975014950719
8364.250677124531141.74932287546886
8455.6667362628818-0.666736262881804
8534.00944844332784-1.00944844332784
8665.764415174952170.235584825047828
8744.22447790644669-0.224477906446691
8856.05610283304796-1.05610283304796
8976.851275050784610.14872494921539
9043.213333148656550.786666851343447
9163.987071318835352.01292868116465
9287.304731390528830.695268609471173
9376.870032531015010.129967468984985
9466.35720120993503-0.357201209935029
9575.706332328759321.29366767124068
9645.46518585062272-1.46518585062272
9705.26565882360711-5.26565882360711
9832.947357493890570.0526425061094277
9955.35473226601575-0.354732266015752
10063.975777965728512.02422203427149
10155.75581754212608-0.755817542126084
10276.936713010033960.0632869899660445
10365.459948038302750.540051961697253
10486.177593141339741.82240685866026
10574.75713117716872.2428688228313
10686.89295475213981.1070452478602
10733.2486953953665-0.248695395366503
10884.050635687474323.94936431252568
10933.77275152199755-0.772751521997548
11044.54419434108185-0.544194341081852
11124.25067712453114-2.25067712453114
11275.402537569129461.59746243087054
11365.764415174952170.235584825047828
11424.65176240064147-2.65176240064147
11576.142060785556380.857939214443618
11666.14572263802485-0.145722638024854
11764.084140078022171.91585992197783
11864.67645965438191.3235403456181
11965.777704257529980.222295742470018
12063.987071318835352.01292868116465
12144.60267981007872-0.602679810078724
12254.970295567769580.0297044322304238
12376.432588189415920.56741181058408
12466.12383592262096-0.123835922620956
12566.14572263802485-0.145722638024854
12655.86958823827516-0.86958823827516
12785.519593099073832.48040690092617
12865.945681200968030.0543187990319686
12903.85671488943789-3.85671488943789
13043.573500157635120.426499842364881
13188.01402257086587-0.0140225708658703
13266.14844925039433-0.148449250394328
13345.151092146326-1.151092146326
13465.456028730434860.54397126956514
13525.26303583641942-3.26303583641942
13644.30953691862486-0.309536918624862
13764.292341652972691.70765834702731
13833.3726686478839-0.372668647883903
13966.14572263802485-0.145722638024854
14055.03697604678852-0.036976046788517
14145.57385656577842-1.57385656577842
14266.14572263802485-0.145722638024854
14314.11005496892981-3.11005496892981
14444.51742972719799-0.51742972719799
14544.456564315156-0.456564315156004
14665.697734695933230.302265304066769
14755.08801034993999-0.0880103499399886
14894.673649116045374.32635088395463
14966.60459733037965-0.604597330379647
15087.989075698561660.0109243014383422
15175.250431272956221.74956872704378
15276.936713010033960.0632869899660445
15305.88290690502346-5.88290690502346
15464.659588994004331.34041100599567
15565.456028730434860.54397126956514
15654.762699503200920.237300496799078


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.03100927520578980.06201855041157960.96899072479421
110.008198958090545940.01639791618109190.991801041909454
120.02024892388178810.04049784776357620.979751076118212
130.008239204854892510.0164784097097850.991760795145108
140.02271442999854410.04542885999708820.977285570001456
150.009883671851611610.01976734370322320.990116328148388
160.004008533522724940.008017067045449880.995991466477275
170.01745415505021710.03490831010043420.982545844949783
180.0126803440391170.02536068807823410.987319655960883
190.006747601904047620.01349520380809520.993252398095952
200.003411032363964040.006822064727928080.996588967636036
210.01371750638472550.0274350127694510.986282493615275
220.00755954793553850.0151190958710770.992440452064462
230.004288496997056670.008576993994113350.995711503002943
240.003624009390698640.007248018781397290.996375990609301
250.001951467439645590.003902934879291170.998048532560354
260.00102133470759750.002042669415194990.998978665292403
270.005491050654934880.01098210130986980.994508949345065
280.003367735729979050.00673547145995810.99663226427002
290.001949738727898110.003899477455796220.998050261272102
300.003069394889202460.006138789778404920.996930605110798
310.002405566403147920.004811132806295840.997594433596852
320.001388499307869920.002776998615739830.99861150069213
330.001170229924566770.002340459849133540.998829770075433
340.0007573090161410630.001514618032282130.99924269098386
350.0004289117171076270.0008578234342152540.999571088282892
360.0002386972616682450.000477394523336490.999761302738332
370.00020984459811440.0004196891962288010.999790155401886
380.0001116982218356450.000223396443671290.999888301778164
390.00299735094823520.00599470189647040.997002649051765
400.003687574566551510.007375149133103020.996312425433448
410.002553708027217910.005107416054435810.997446291972782
420.003345366912016470.006690733824032940.996654633087984
430.002365421009229030.004730842018458060.997634578990771
440.001697084936700630.003394169873401260.9983029150633
450.00115294293348670.00230588586697340.998847057066513
460.0007406706683514150.001481341336702830.999259329331649
470.00105850972461720.002117019449234410.998941490275383
480.00066800931652320.00133601863304640.999331990683477
490.0004779726863731120.0009559453727462240.999522027313627
500.0003125948727327330.0006251897454654650.999687405127267
510.0003357108087184040.0006714216174368090.999664289191282
520.0002116120866948930.0004232241733897860.999788387913305
530.0001782104901059810.0003564209802119620.999821789509894
540.0001129238772776320.0002258477545552640.999887076122722
550.0001356340908282150.0002712681816564290.999864365909172
560.0001999378874355970.0003998757748711940.999800062112564
570.000171336998851350.00034267399770270.999828663001149
580.0001138896040693950.000227779208138790.99988611039593
597.05646665688769e-050.0001411293331377540.999929435333431
604.28755231965146e-058.57510463930293e-050.999957124476804
617.78641051147993e-050.0001557282102295990.999922135894885
620.00099827549424810.00199655098849620.999001724505752
630.0007352138522187420.001470427704437480.999264786147781
640.03157201047360630.06314402094721270.968427989526394
650.02382591069647860.04765182139295730.976174089303521
660.01810418386483650.03620836772967310.981895816135163
670.01355462530174310.02710925060348610.986445374698257
680.01597351484338590.03194702968677180.984026485156614
690.01180905639681870.02361811279363730.988190943603181
700.01602300356751810.03204600713503620.983976996432482
710.01194544041909710.02389088083819420.988054559580903
720.009025426460876320.01805085292175260.990974573539124
730.0109186924470790.02183738489415810.98908130755292
740.009403825239471560.01880765047894310.990596174760528
750.00893269375925910.01786538751851820.99106730624074
760.01043087851567720.02086175703135440.989569121484323
770.007620029839879340.01524005967975870.99237997016012
780.005980292866215220.01196058573243040.994019707133785
790.004378392745069150.00875678549013830.99562160725493
800.004373084411134830.008746168822269660.995626915588865
810.004039307439341270.008078614878682550.995960692560659
820.003240396425488750.00648079285097750.99675960357451
830.004001629036569320.008003258073138640.99599837096343
840.00312363326082860.006247266521657210.996876366739171
850.002494754594272360.004989509188544710.997505245405728
860.001770933448978840.003541866897957680.998229066551021
870.001206621858720460.002413243717440930.99879337814128
880.0009513900278125950.001902780055625190.999048609972187
890.0006438852455822140.001287770491164430.999356114754418
900.0005186839631553660.001037367926310730.999481316036845
910.0007415917875435920.001483183575087180.999258408212456
920.0005365641721315220.001073128344263040.999463435827868
930.0003517293763385690.0007034587526771380.999648270623661
940.0002352943666835760.0004705887333671530.999764705633316
950.0002287994677726040.0004575989355452090.999771200532227
960.0002268084013746840.0004536168027493680.999773191598625
970.01528179541857180.03056359083714370.984718204581428
980.01119441297466110.02238882594932210.988805587025339
990.00827138784618460.01654277569236920.991728612153815
1000.01124276375750210.02248552751500420.988757236242498
1010.008739069478743610.01747813895748720.991260930521256
1020.006246055250116410.01249211050023280.993753944749884
1030.004685579742333320.009371159484666630.995314420257667
1040.006029572231368590.01205914446273720.993970427768631
1050.00863872034482510.01727744068965020.991361279655175
1060.008291578706552260.01658315741310450.991708421293448
1070.00592446565838840.01184893131677680.994075534341612
1080.03095793890888230.06191587781776460.969042061091118
1090.02556239804119310.05112479608238620.974437601958807
1100.01944233415598360.03888466831196720.980557665844016
1110.03616851249685570.07233702499371140.963831487503144
1120.03349129020824090.06698258041648190.96650870979176
1130.02609139013236960.05218278026473930.97390860986763
1140.04801486107980580.09602972215961170.951985138920194
1150.1021749363246230.2043498726492470.897825063675377
1160.08120279735143820.1624055947028760.918797202648562
1170.0751676295809450.150335259161890.924832370419055
1180.07781942715244950.1556388543048990.92218057284755
1190.06055185651203970.1211037130240790.93944814348796
1200.1441373907918940.2882747815837880.855862609208106
1210.1175269908078940.2350539816157870.882473009192106
1220.09690616223498640.1938123244699730.903093837765014
1230.07920206432141030.1584041286428210.92079793567859
1240.07443461977738040.1488692395547610.92556538022262
1250.05708291032216580.1141658206443320.942917089677834
1260.04799579811040750.0959915962208150.952004201889593
1270.04740796166447620.09481592332895240.952592038335524
1280.03808137880010230.07616275760020470.961918621199898
1290.1759540783965280.3519081567930570.824045921603472
1300.1521613871866620.3043227743733250.847838612813338
1310.1173289420912410.2346578841824810.88267105790876
1320.08661348919293660.1732269783858730.913386510807063
1330.07001829056485730.1400365811297150.929981709435143
1340.06758826691632170.1351765338326430.932411733083678
1350.07683351203822040.1536670240764410.92316648796178
1360.06963907706829970.1392781541365990.9303609229317
1370.0559250112030790.1118500224061580.94407498879692
1380.03754665894686460.07509331789372910.962453341053135
1390.02535081732651720.05070163465303430.974649182673483
1400.01499819420807010.02999638841614020.98500180579193
1410.03603794323869060.07207588647738130.96396205676131
1420.02309186078614540.04618372157229080.976908139213855
1430.4394532467991140.8789064935982280.560546753200886
1440.3708668131015070.7417336262030140.629133186898493
1450.2795461739685730.5590923479371450.720453826031427
1460.6540814681412070.6918370637175870.345918531858793


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level610.445255474452555NOK
5% type I error level990.722627737226277NOK
10% type I error level1130.824817518248175NOK