Multiple Linear Regression - Estimated Regression Equation
right [t] = + 3.08781260356635 -0.175565703273633neat[t] + 0.170884076111847failure[t] + 0.0577259776688666performance[t] -0.036240515598931goals[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.087812603566350.3911437.894300
neat-0.1755657032736330.084998-2.06550.0405490.020275
failure0.1708840761118470.0847342.01670.0454630.022731
performance0.05772597766886660.077860.74140.4595750.229788
goals-0.0362405155989310.085975-0.42150.6739590.336979


Multiple Linear Regression - Regression Statistics
Multiple R0.250034454595201
R-squared0.0625172284847196
Adjusted R-squared0.0381670266271799
F-TEST (value)2.56742136473755
F-TEST (DF numerator)4
F-TEST (DF denominator)154
p-value0.040330704676335
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation0.95802062625422
Sum Squared Residuals141.341742130593


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
122.98185001019235-0.981850010192352
222.64008185796866-0.640081857968656
322.83245139615044-0.83245139615044
422.67632237356759-0.676322373567588
522.69780783563752-0.697807835637523
622.50075667029395-0.500756670293955
732.584649737194540.415350262805458
832.681004000729370.318995999270627
942.541678813054671.45832118694533
1022.64008185796866-0.640081857968656
1132.770288866835390.229711133164615
1242.885740822173121.11425917782688
1322.77028886683539-0.770288866835385
1433.09993481131272-0.0999348113127153
1522.64476348513044-0.644763485130442
1612.92641788941824-1.92641788941824
1722.94585457010902-0.945854570109018
1823.12142027338265-1.12142027338265
1922.79177432890532-0.79177432890532
2022.96734003217895-0.967340032178953
2143.022772152953070.977227847046932
2243.039575987861220.960424012138782
2332.909614054510090.0903859454899132
2442.945854570109021.05414542989098
2532.770288866835390.229711133164615
2622.58464973719454-0.584649737194542
2732.697807835637520.302192164362477
2822.73404835123645-0.734048351236454
2922.69780783563752-0.697807835637523
3022.77028886683539-0.770288866835385
3132.864010284587580.135989715412415
3242.755533813306391.24446618669361
3343.003335472262290.996664527737713
3422.83245139615044-0.83245139615044
3522.70248946279931-0.702489462799308
3643.039575987861220.960424012138782
3723.04425761502300-1.04425761502300
3832.712562889166520.287437110833481
3943.039575987861220.960424012138782
4042.815647561242291.18435243875771
4152.693126208475742.30687379152426
4232.90493242734830.0950675726516984
4322.94585457010902-0.945854570109018
4422.73872997839824-0.73872997839824
4522.87337353891116-0.873373538911156
4632.620890252793470.379109747206527
4732.770288866835390.229711133164615
4843.039575987861220.960424012138782
4922.69780783563752-0.697807835637523
5042.849500306574191.15049969342581
5142.640081857968661.35991814203134
5222.73404835123645-0.734048351236454
5322.52224213236389-0.52224213236389
5412.71724451632830-1.71724451632830
5523.04655147191776-1.04655147191776
5632.693126208475740.306873791524262
5722.52224213236389-0.52224213236389
5822.69780783563752-0.697807835637523
5922.50543829745574-0.50543829745574
6042.81121100959611.18878899040390
6132.734048351236450.265951648763546
6222.73404835123645-0.734048351236454
6322.35135805625204-0.351358056252043
6442.770288866835391.22971113316461
6522.50543829745574-0.50543829745574
6622.77004379131979-0.770043791319787
6733.03957598786122-0.039575987861218
6822.70248946279931-0.702489462799308
6922.50543829745574-0.50543829745574
7022.86869191174937-0.86869191174937
7123.11205701905908-1.11205701905908
7222.67632237356759-0.676322373567588
7323.09730196553008-1.09730196553008
7443.133542481129020.866457518870985
7522.92641788941824-0.926417889418237
7623.21514169113485-1.21514169113485
7742.734048351236451.26595164876355
7832.909614054510090.0903859454899132
7922.53699718589289-0.536997185892886
8022.81325979097526-0.813259790975256
8132.616208625631690.383791374368312
8212.59472316356175-1.59472316356175
8342.770288866835391.22971113316461
8422.56316427512461-0.563164275124607
8542.883446965278371.11655303472163
8632.941172942947230.0588270570527674
8732.755533813306390.244466186693610
8842.806284306918721.19371569308128
8943.039575987861220.960424012138782
9022.94585457010902-0.945854570109018
9142.770288866835391.22971113316461
9212.64476348513044-1.64476348513044
9332.541678813054670.458321186945329
9422.56316427512461-0.563164275124607
9522.73404835123645-0.734048351236454
9622.77701927537633-0.777019275376325
9742.90493242734831.09506757265170
9833.33059364647258-0.330593646472584
9922.85188807684122-0.85188807684122
10023.00358054777788-1.00358054777788
10133.21514169113485-0.215141691134851
10222.90961405451009-0.909614054510087
10323.3715157892333-1.3715157892333
10422.96734003217895-0.967340032178953
10542.522242132363891.47775786763611
10643.441702963536410.55829703646359
10723.02745378011485-1.02745378011485
10823.11673864622087-1.11673864622087
10942.967340032178951.03265996782105
11043.048939242184790.951060757815211
11142.950536197270801.04946380272920
11232.734048351236450.265951648763546
11323.06130652544675-1.06130652544675
11433.47016390966288-0.470163909662884
11543.263039317952110.736960682047895
11623.35471195432515-1.35471195432515
11743.407756304832230.592243695167768
11843.236872228720380.763127771279616
11922.96734003217895-0.967340032178953
12033.05362086934657-0.0536208693465743
12132.817941418137040.182058581862958
12233.26074546105735-0.260745461057353
12343.142905735452590.857094264547414
12443.126101900544440.873898099455564
12543.012698726585860.987301273414142
12633.2923043494945-0.292304349494498
12742.890422449334901.10957755066510
12843.200631713121450.799368286878547
12943.236872228720380.763127771279616
13022.84950030657419-0.849500306574187
13143.215386766650450.784613233349551
13252.945854570109022.05414542989098
13342.993507121410671.00649287858933
13443.220068393812230.779931606187766
13543.085179757783720.91482024221628
13633.33059364647258-0.330593646472584
13713.35471195432515-2.35471195432515
13843.142905735452590.857094264547414
13933.17914625105152-0.179146251051517
14032.967340032178950.0326599678210465
14132.967340032178950.0326599678210465
14213.06130652544675-2.06130652544675
14343.347397481380730.652602518619266
14452.526923759525682.47307624047432
14543.426947910007410.573052089992585
14632.988825494248890.0111745057511110
14743.13822410829080.861775891709199
14833.17914625105152-0.179146251051517
14943.203019483388490.796980516611514
15043.121420273382650.878579726617349
15143.065988152608540.934011847391463
15252.777019275376322.22298072462368
15323.45611902817753-1.45611902817753
15433.15766078898158-0.157660788981582
15533.19595008595967-0.195950085959668
15643.179146251051520.820853748948483
15742.697807835637521.30219216436248
15833.23687222872038-0.236872228720384
15943.039575987861220.960424012138782


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
80.05118070513599420.1023614102719880.948819294864006
90.1228222588960100.2456445177920200.87717774110399
100.05801795523456560.1160359104691310.941982044765434
110.04091820957202660.08183641914405330.959081790427973
120.01852766432273720.03705532864547440.981472335677263
130.06470220400582190.1294044080116440.935297795994178
140.04153487567827520.08306975135655040.958465124321725
150.02794340735292040.05588681470584070.97205659264708
160.06960905763098770.1392181152619750.930390942369012
170.07399863812296360.1479972762459270.926001361877036
180.05917661291552150.1183532258310430.940823387084478
190.04882438019772980.09764876039545950.95117561980227
200.03387709370521310.06775418741042620.966122906294787
210.1842326556135040.3684653112270090.815767344386496
220.3823435984677590.7646871969355180.617656401532241
230.3322036667392910.6644073334785820.667796333260709
240.3604446758238870.7208893516477740.639555324176113
250.2966668600745010.5933337201490020.703333139925499
260.2428955077107480.4857910154214960.757104492289252
270.2216403831709410.4432807663418810.77835961682906
280.1960957476711220.3921914953422450.803904252328878
290.1596358621756830.3192717243513650.840364137824317
300.1562169380888560.3124338761777120.843783061911144
310.1307940870472220.2615881740944440.869205912952778
320.2116828833954900.4233657667909810.78831711660451
330.2672311741192640.5344623482385280.732768825880736
340.2370597075300970.4741194150601950.762940292469903
350.2006825504241730.4013651008483450.799317449575827
360.2096998568592170.4193997137184340.790300143140783
370.1998838274252120.3997676548504230.800116172574788
380.1638191228684190.3276382457368380.836180877131581
390.1661356483676630.3322712967353250.833864351632338
400.2268892668087700.4537785336175390.77311073319123
410.4355097351168890.8710194702337770.564490264883111
420.3829016043920850.765803208784170.617098395607915
430.3708248374562170.7416496749124330.629175162543783
440.3333455723281250.666691144656250.666654427671875
450.3049167437445190.6098334874890380.695083256255481
460.2742510128345800.5485020256691590.72574898716542
470.2329800918924710.4659601837849420.767019908107529
480.2244296224503180.4488592449006350.775570377549682
490.2030952295126200.4061904590252410.79690477048738
500.2199267262820210.4398534525640410.78007327371798
510.2723079445881870.5446158891763740.727692055411813
520.2586968393105910.5173936786211820.741303160689409
530.2397307610746670.4794615221493350.760269238925333
540.3030996012391610.6061992024783220.696900398760839
550.2898297062422710.5796594124845410.71017029375773
560.2508208239848340.5016416479696680.749179176015166
570.2309056210570660.4618112421141320.769094378942934
580.2106038413694260.4212076827388520.789396158630574
590.1844512195113760.3689024390227530.815548780488624
600.2176150584121580.4352301168243170.782384941587842
610.1858695775535900.3717391551071810.81413042244641
620.1745142285544340.3490284571088680.825485771445566
630.1498328171755860.2996656343511710.850167182824415
640.1608788992542480.3217577985084960.839121100745752
650.1404196768276730.2808393536553460.859580323172327
660.142595569329570.285191138659140.85740443067043
670.1182609941767380.2365219883534760.881739005823262
680.1070853329248240.2141706658496470.892914667075176
690.09369403351982970.1873880670396590.90630596648017
700.09310915707863770.1862183141572750.906890842921362
710.1211331061903480.2422662123806960.878866893809652
720.1134545285586020.2269090571172040.886545471441398
730.1249849813916910.2499699627833810.87501501860831
740.1182754992792390.2365509985584790.88172450072076
750.1190639585392500.2381279170784990.88093604146075
760.1323632750132760.2647265500265520.867636724986724
770.1499617918614240.2999235837228470.850038208138576
780.1278528400949860.2557056801899730.872147159905014
790.1233224272390460.2466448544780930.876677572760953
800.1185768291927440.2371536583854880.881423170807256
810.09780711678629470.1956142335725890.902192883213705
820.1703217637075520.3406435274151040.829678236292448
830.1820497168784330.3640994337568650.817950283121567
840.1726066239748530.3452132479497070.827393376025147
850.1718833127749600.3437666255499190.82811668722504
860.1441733123617430.2883466247234860.855826687638257
870.1237363728476670.2474727456953350.876263627152333
880.1225249599852770.2450499199705550.877475040014723
890.1188611789873330.2377223579746660.881138821012667
900.1193525387095920.2387050774191850.880647461290408
910.1285092040822990.2570184081645970.871490795917701
920.2225352964128630.4450705928257250.777464703587137
930.1934570535504550.3869141071009090.806542946449545
940.1953523901168810.3907047802337620.80464760988312
950.2055935905643410.4111871811286810.79440640943566
960.2298283640307500.4596567280615010.77017163596925
970.2270625357145990.4541250714291970.772937464285401
980.1941475723736970.3882951447473930.805852427626303
990.2206542699570170.4413085399140340.779345730042983
1000.2337921556736850.4675843113473690.766207844326316
1010.2032910413705620.4065820827411240.796708958629438
1020.2375863760011620.4751727520023240.762413623998838
1030.2526213363381590.5052426726763180.747378663661841
1040.2868828445653820.5737656891307640.713117155434618
1050.2849574704260160.5699149408520320.715042529573984
1060.288674539051560.577349078103120.71132546094844
1070.3598469432694060.7196938865388120.640153056730594
1080.4045562399984330.8091124799968660.595443760001567
1090.4113348674445940.8226697348891880.588665132555406
1100.4291029410909190.8582058821818390.570897058909081
1110.4356931230285420.8713862460570850.564306876971458
1120.4113393522465580.8226787044931160.588660647753442
1130.4360784195542790.8721568391085590.563921580445721
1140.3876273032973910.7752546065947820.612372696702609
1150.4183677803722380.8367355607444760.581632219627762
1160.4492663275290990.8985326550581980.550733672470901
1170.4608798045276030.9217596090552050.539120195472397
1180.4727813261043990.9455626522087990.527218673895601
1190.5688994403507540.8622011192984920.431100559649246
1200.5933109598278290.8133780803443420.406689040172171
1210.5879509068661260.8240981862677470.412049093133874
1220.5749744119432410.8500511761135170.425025588056759
1230.5467858839958380.9064282320083240.453214116004162
1240.5151371782320190.9697256435359620.484862821767981
1250.5105790516209950.978841896758010.489420948379005
1260.4640262969357660.9280525938715320.535973703064234
1270.4638869789376760.9277739578753510.536113021062324
1280.4439952452665670.8879904905331350.556004754733433
1290.4707704608224680.9415409216449350.529229539177532
1300.5419302006773110.9161395986453780.458069799322689
1310.5751106616866040.8497786766267920.424889338313396
1320.6985627432736280.6028745134527440.301437256726372
1330.6537275244294970.6925449511410070.346272475570503
1340.7288703861991990.5422592276016030.271129613800801
1350.6773133257257470.6453733485485070.322686674274253
1360.6299028256546150.740194348690770.370097174345385
1370.9185794017023930.1628411965952140.0814205982976071
1380.8893931913170170.2212136173659650.110606808682983
1390.8473766100604050.3052467798791900.152623389939595
1400.8199500339181670.3600999321636670.180049966081833
1410.7930418319867550.413916336026490.206958168013245
1420.980361244752970.03927751049406070.0196387552470303
1430.973685570488330.05262885902333920.0263144295116696
1440.96450000318250.07099999363499930.0354999968174996
1450.9532231628818120.09355367423637510.0467768371181876
1460.983617570840360.03276485831928080.0163824291596404
1470.9761508532654470.04769829346910650.0238491467345532
1480.9647189714426180.0705620571147630.0352810285573815
1490.9491667569983380.1016664860033240.0508332430016619
1500.8979034403635820.2041931192728350.102096559636417
1510.8246552981329120.3506894037341750.175344701867088


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level00OK
5% type I error level40.0277777777777778OK
10% type I error level130.0902777777777778OK