Multiple Linear Regression - Estimated Regression Equation
Gender[t] = + 3.78655833907257 -0.102045310896942Weight[t] -0.174659926437502Drugs[t] -0.0207654197460563Sports[t] -0.207471195750587Vegetables[t] + 0.27079311874039`Alcohol `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.786558339072570.4415888.574900
Weight-0.1020453108969420.069263-1.47330.142710.071355
Drugs-0.1746599264375020.085561-2.04130.0429240.021462
Sports-0.02076541974605630.081789-0.25390.7999180.399959
Vegetables-0.2074711957505870.06821-3.04170.0027660.001383
`Alcohol `0.270793118740390.0987042.74350.0068010.0034


Multiple Linear Regression - Regression Statistics
Multiple R0.513150770489091
R-squared0.263323713253547
Adjusted R-squared0.239405651995546
F-TEST (value)11.0094087649121
F-TEST (DF numerator)5
F-TEST (DF denominator)154
p-value4.47475256848406e-09
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.861618664997342
Sum Squared Residuals114.327555476257


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
112.95516767518455-1.95516767518455
213.63752261146938-2.63752261146938
313.6316104928753-2.6316104928753
422.91644428727736-0.916444287277362
523.15925829697839-1.15925829697839
623.47553595153933-1.47553595153933
732.705085681621470.294914318378529
813.26187673024706-2.26187673024706
912.76738194085964-1.76738194085964
1022.49175666184553-0.491756661845531
1132.379966117017930.620033882982073
1233.17365905675049-0.17365905675049
1322.51482269722795-0.514822697227954
1433.03880247654046-0.0388024765404633
1532.491756661845530.508243338154469
1632.494057277481900.505942722518103
1732.762097239206020.237902760793982
1832.770762514816340.229237485183657
1932.587437312768510.412562687231485
2032.563291319065760.436708680934245
2132.831331280789880.168668719210124
2232.732039126909200.267960873090797
2332.876188399669990.123811600330012
2433.44445217549088-0.44445217549088
2532.326389427958790.673610572041214
2623.88399310207472-1.88399310207472
2732.554626043455430.44537395654457
2832.718913319021840.281086680978161
2922.77414308877305-0.774143088773045
3033.01803705679441-0.0180370567944066
3132.948803015210550.0511969847894516
3233.03880247654046-0.0388024765404633
3332.774143088773050.225856911226955
3423.17365905675049-1.17365905675049
3533.34831898318799-0.348318983187993
3632.876188399669990.123811600330012
3732.656671354352370.343328645647627
3832.359200697271870.64079930272813
3913.14422836139411-2.14422836139411
4032.563291319065760.436708680934245
4122.7949085085191-0.794908508519102
4232.741331819459960.258668180540039
4332.482011427914870.517988572085131
4432.587437312768510.412562687231485
4523.51981994804771-1.51981994804771
4623.16774693815643-1.16774693815643
4732.79490850851910.205091491480898
4832.998999130312990.00100086968701296
4932.948803015210550.0511969847894516
5032.927464473092760.0725355269072376
5122.77076251481634-0.770762514816343
5222.91599174589746-0.915991745897464
5332.689482623665460.310517376334543
5422.17249492126734-0.172494921267340
5532.933376591686820.0666234083131816
5632.708520550146880.291479449853123
5732.831331280789880.168668719210124
5822.59948316233554-0.599483162335542
5932.461246008168810.538753991831187
6033.14422836139411-0.144228361394108
6133.24036155369699-0.240361553696995
6232.599483162335540.400516837664458
6332.896953819416040.103046180583956
6422.35920069727187-0.359200697271870
6532.635905934606320.364094065393684
6632.79490850851910.205091491480898
6722.89695381941604-0.896953819416044
6832.79152793456240.208472065437600
6933.13493566884335-0.134935668843350
7032.978233710566930.0217662894330696
7122.34715484770484-0.347154847704843
7222.46124600816881-0.461246008168813
7333.03880247654046-0.0388024765404633
7422.89695381941604-0.896953819416044
7533.07161374585355-0.0716137458535476
7632.635905934606320.364094065393684
7732.596102588378840.40389741162116
7833.07161374585355-0.0716137458535476
7932.584056738811810.415943261188188
8032.656671354352370.343328645647627
8132.62024858208160.379751417918401
8232.864142550102960.135857449897040
8333.26979224905338-0.269792249053377
8422.6687172039194-0.6687172039194
8533.03880247654046-0.0388024765404633
8632.864142550102960.135857449897040
8732.969568434956610.0304315650433949
8832.66871720391940.3312827960806
8933.68581459887489-0.685814598874887
9023.07161374585355-1.07161374585355
9132.66533662996270.334663370037302
9232.566671893022460.433328106977542
9332.629993816012260.37000618398774
9432.554626043455430.44537395654457
9532.274540232164280.725459767835718
9612.59948316233554-1.59948316233554
9732.172494921267340.82750507873266
9812.89695381941604-1.89695381941604
9932.896953819416040.103046180583956
10032.533860623709370.466139376290626
10132.482011427914870.517988572085131
10232.650759235758320.349240764241683
10322.71408115874812-0.714081158748119
10432.66871720391940.3312827960806
10532.876188399669990.123811600330012
10622.76209723920602-0.762097239206017
10733.07161374585355-0.0716137458535476
10832.514822697227950.485177302772046
10932.860761976146260.139238023853742
11023.63218361524704-1.63218361524704
11143.802437303976210.197562696023788
11243.444452175490880.55554782450912
11323.88990522066877-1.88990522066877
11453.796525185382161.20347481461784
11544.05246500297054-0.0524650029705445
11643.889905220668770.110094779331227
11743.264684181832040.735315818167963
11843.991950531565720.00804946843428492
11953.619112101928381.38088789807162
12033.88990522066877-0.889905220668773
12114.09399584246266-3.09399584246266
12253.535477300572431.46452269942757
12333.64090318542607-0.640903185426072
12454.093995842462660.906004157537342
12533.67371445473916-0.673714454739156
12643.429598874338880.570401125661121
12743.571669143842210.428330856157786
12843.423686755744820.576313244255177
12943.487008678734630.512991321265375
13043.319286534642810.68071346535719
13153.754994345890041.24500565410996
13243.619112101928380.380887898071617
13353.991950531565711.00804946843429
13433.26468418183204-0.264684181832037
13543.571669143842210.428330856157786
13643.492920797328680.507079202671318
13743.787859909771830.21214009022817
13843.619112101928380.380887898071617
13943.754994345890040.245005654109958
14053.746329070279721.25367092972028
14154.052465002970540.947534997029456
14253.673714454739161.32628554526084
14353.877805076533041.12219492346696
14453.95041969207361.04958030792640
14543.35215209852460.647847901475401
14643.682434024918190.317565975081815
14743.796525185382160.203474814617845
14843.919335916025150.0806640839748456
14953.796525185382161.20347481461784
15043.619112101928380.380887898071617
15153.929654272327541.07034572767246
15243.411640906177800.588359093822205
15353.619112101928381.38088789807162
15453.889905220668771.11009477933123
15553.673714454739161.32628554526084
15643.694479874485210.305520125514787
15743.889905220668770.110094779331227
15843.886524646712070.113475353287930
15953.577581262436271.42241873756373
16043.746329070279720.253670929720283


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.8168729163189450.3662541673621090.183127083681055
100.7040718846649340.5918562306701320.295928115335066
110.6521300687629340.6957398624741330.347869931237066
120.7515858333116950.496828333376610.248414166688305
130.7518958990806380.4962082018387230.248104100919362
140.7177981896641070.5644036206717870.282201810335893
150.7109814385968690.5780371228062620.289018561403131
160.6393889610372890.7212220779254230.360611038962711
170.553065309306580.8938693813868410.446934690693421
180.5115302105037180.9769395789925630.488469789496282
190.4306618798310730.8613237596621470.569338120168927
200.3823221367737150.764644273547430.617677863226285
210.3218815917154410.6437631834308830.678118408284559
220.292984939029910.585969878059820.70701506097009
230.2337483318365910.4674966636731810.766251668163409
240.2553165985070980.5106331970141950.744683401492902
250.2003299172854560.4006598345709130.799670082714544
260.1814144753431450.362828950686290.818585524656855
270.1400153817098780.2800307634197550.859984618290123
280.1158854511880420.2317709023760830.884114548811958
290.1616567102622490.3233134205244990.83834328973775
300.1353029749372790.2706059498745590.86469702506272
310.1036510742398620.2073021484797240.896348925760138
320.07876019779010320.1575203955802060.921239802209897
330.05856027820765910.1171205564153180.94143972179234
340.06356506054223570.1271301210844710.936434939457764
350.05258825641964710.1051765128392940.947411743580353
360.03935670223291530.07871340446583050.960643297767085
370.0283019699954250.056603939990850.971698030004575
380.02041348615156320.04082697230312650.979586513848437
390.1621569179809940.3243138359619870.837843082019006
400.1348773035355780.2697546070711550.865122696464422
410.1607756314152020.3215512628304040.839224368584798
420.1324935776278980.2649871552557970.867506422372102
430.1071437279127270.2142874558254540.892856272087273
440.08672650840307210.1734530168061440.913273491596928
450.08835277998473470.1767055599694690.911647220015265
460.08604093961501610.1720818792300320.913959060384984
470.06854729650271090.1370945930054220.931452703497289
480.05551038071800990.1110207614360200.94448961928199
490.0443128564063850.088625712812770.955687143593615
500.03812155438052020.07624310876104030.96187844561948
510.03972605342276620.07945210684553240.960273946577234
520.04291537623998090.08583075247996170.95708462376002
530.03314457249489570.06628914498979140.966855427505104
540.04672942344371220.09345884688742440.953270576556288
550.03951124288330860.07902248576661720.96048875711669
560.03161008482650660.06322016965301310.968389915173493
570.02458489420921550.04916978841843090.975415105790784
580.02585386984284580.05170773968569160.974146130157154
590.02028860739728660.04057721479457310.979711392602713
600.01542581404328880.03085162808657760.984574185956711
610.01286342185057140.02572684370114280.987136578149429
620.01023074799378740.02046149598757490.989769252006213
630.007589351609025250.01517870321805050.992410648390975
640.008279392309763980.01655878461952800.991720607690236
650.006323257642157760.01264651528431550.993676742357842
660.004700425361576790.009400850723153580.995299574638423
670.005379374526817070.01075874905363410.994620625473183
680.00394762740556780.00789525481113560.996052372594432
690.003242393978673850.00648478795734770.996757606021326
700.002574848726483660.005149697452967320.997425151273516
710.003285627377449850.00657125475489970.99671437262255
720.003337768482136430.006675536964272860.996662231517864
730.002438592381576830.004877184763153650.997561407618423
740.002812229406774390.005624458813548790.997187770593226
750.002004904651112660.004009809302225320.997995095348887
760.001491224074105520.002982448148211040.998508775925894
770.001137250930623120.002274501861246230.998862749069377
780.0007865711936644920.001573142387328980.999213428806335
790.0005422515258886190.001084503051777240.999457748474111
800.0003625497247383280.0007250994494766560.999637450275262
810.0002802744367658800.0005605488735317610.999719725563234
820.0001844158938238890.0003688317876477790.999815584106176
830.0001433767281310690.0002867534562621390.999856623271869
840.0001487440145061640.0002974880290123280.999851255985494
850.0001005736977120870.0002011473954241730.999899426302288
866.41277486835746e-050.0001282554973671490.999935872251316
874.01455411493225e-058.0291082298645e-050.99995985445885
882.72119670741097e-055.44239341482193e-050.999972788032926
892.86178763386354e-055.72357526772708e-050.999971382123661
904.51070512741976e-059.02141025483953e-050.999954892948726
913.24612636327273e-056.49225272654547e-050.999967538736367
922.16543319603123e-054.33086639206246e-050.99997834566804
931.60008118215821e-053.20016236431642e-050.999983999188178
949.65954933074491e-061.93190986614898e-050.99999034045067
956.38451249530044e-061.27690249906009e-050.999993615487505
966.6522130918953e-050.0001330442618379060.999933477869081
975.03957840616786e-050.0001007915681233570.999949604215938
980.0008994366755517460.001798873351103490.999100563324448
990.0006259942479735390.001251988495947080.999374005752026
1000.0004302892934242280.0008605785868484570.999569710706576
1010.0002934870621508010.0005869741243016020.99970651293785
1020.0002095811491550310.0004191622983100610.999790418850845
1030.0001695853274095370.0003391706548190740.99983041467259
1040.0001162464737390420.0002324929474780840.99988375352626
1058.42685219615734e-050.0001685370439231470.999915731478038
1060.0001484984176925870.0002969968353851740.999851501582307
1070.0001209105862021830.0002418211724043670.999879089413798
1088.00686891492178e-050.0001601373782984360.99991993131085
1096.32944479054834e-050.0001265888958109670.999936705552094
1100.001064139614118460.002128279228236910.998935860385882
1110.002374888329845020.004749776659690040.997625111670155
1120.003147093755652830.006294187511305670.996852906244347
1130.01354429781794110.02708859563588220.98645570218206
1140.0621939732555850.124387946511170.937806026744415
1150.08164208801031430.1632841760206290.918357911989686
1160.07975009646548170.1595001929309630.920249903534518
1170.08651860469854110.1730372093970820.913481395301459
1180.07791917515065570.1558383503013110.922080824849344
1190.1217151963980440.2434303927960880.878284803601956
1200.1402607390323990.2805214780647980.859739260967601
1210.966893279923060.06621344015387830.0331067200769391
1220.9906081196590040.01878376068199210.00939188034099605
1230.996954132573570.006091734852859570.00304586742642978
1240.9968505938679040.006298812264192720.00314940613209636
1250.9996778052643370.0006443894713251970.000322194735662599
1260.9995077389609990.0009845220780030750.000492261039001537
1270.999451505949360.001096988101282550.000548494050641273
1280.9991485829934930.001702834013013360.000851417006506679
1290.9987189696543960.002562060691208470.00128103034560423
1300.9982637898998530.003472420200295080.00173621010014754
1310.998202401337930.003595197324140990.00179759866207050
1320.9973748113621380.005250377275724320.00262518863786216
1330.9969937561168840.006012487766232820.00300624388311641
1340.9980991533104920.003801693379016730.00190084668950836
1350.997598591186750.004802817626499180.00240140881324959
1360.996341951814030.007316096371940350.00365804818597018
1370.9941833188415720.01163336231685560.00581668115842779
1380.9922663363297730.01546732734045360.0077336636702268
1390.9966602321638340.006679535672332360.00333976783616618
1400.9952196732730270.009560653453945860.00478032672697293
1410.9915825595862980.01683488082740350.00841744041370176
1420.9883941646003950.02321167079921080.0116058353996054
1430.981095643730340.037808712539320.01890435626966
1440.969148598115210.06170280376957950.0308514018847898
1450.9491989998034720.1016020003930570.0508010001965284
1460.9146510361120480.1706979277759030.0853489638879517
1470.8862600502706730.2274798994586550.113739949729327
1480.8903859225674950.2192281548650100.109614077432505
1490.8196794147574160.3606411704851670.180320585242584
1500.8455365237997750.3089269524004510.154463476200225
1510.7115095245854840.5769809508290320.288490475414516


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level620.433566433566434NOK
5% type I error level790.552447552447552NOK
10% type I error level920.643356643356643NOK