Multiple Linear Regression - Estimated Regression Equation
Teamwork[t] = + 45.5524104419848 -0.337389511564904leeftijd[t] -0.230173178231959geslacht[t] -0.101544702076264opleiding[t] + 0.128159964550332Neuroticisme[t] -0.445772756009979Extraversie[t] -0.327842515186265`Openheid `[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)45.55241044198486.2433977.296100
leeftijd-0.3373895115649040.060011-5.622100
geslacht-0.2301731782319590.067431-3.41340.0007860.000393
opleiding-0.1015447020762640.080315-1.26430.2076770.103838
Neuroticisme0.1281599645503320.0753321.70130.0905460.045273
Extraversie-0.4457727560099790.049427-9.018800
`Openheid `-0.3278425151862650.073437-4.46421.4e-057e-06


Multiple Linear Regression - Regression Statistics
Multiple R0.761884570669444
R-squared0.580468099024164
Adjusted R-squared0.567078783035573
F-TEST (value)43.3530808832056
F-TEST (DF numerator)6
F-TEST (DF denominator)188
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation9.13201861246577
Sum Squared Residuals15678.0276204232


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
145.71980294341926-1.71980294341926
244.76761561608748-0.767615616087484
3510.3263585417205-5.32635854172049
4213.1276977857554-11.1276977857554
5315.6108813078564-12.6108813078564
65-2.252225615798137.25222561579813
74-0.473132887916834.47313288791683
845.17206090597398-1.17206090597398
944.6953854055761-0.695385405576099
1044.45572825558414-0.455728255584136
1152.688919238178632.31108076182137
1247.28169265765741-3.28169265765741
1334.42344136185339-1.42344136185339
1445.56133180248442-1.56133180248442
1534.60079915441719-1.60079915441719
1636.18821851190832-3.18821851190832
17415.2627624318022-11.2627624318022
183-1.678947362498454.67894736249845
1941.524960466553882.47503953344612
20215.3002576073550-13.3002576073550
2141.164874649361522.83512535063848
22313.8135023235429-10.8135023235429
2342.002488152696331.99751184730367
2445.44644365084527-1.44644365084527
2533.3477338817065-0.347733881706499
2633.36115636403028-0.361156364030282
2725.10854750013413-3.10854750013413
2844.2610348240172-0.261034824017198
29510.3548545718119-5.35485457181194
30434.4869421933677-30.4869421933677
315231.005441633834520.9945583661655
324631.878392640726914.1216073592731
335830.545261344985827.4547386550142
345430.799134756572423.2008652434276
352935.5339208244244-6.53392082442441
365033.132596166736716.8674038332633
374331.570351680981511.4296483190185
383031.2937865201702-1.29378652017020
394729.511087690911717.4889123090883
404518.176645060690526.8233549393095
41218.9048825867587-16.9048825867587
42224.9181328205113-22.9181328205113
43219.1906044400042-17.1906044400042
44137.6840864679064-36.6840864679064
453-0.2235703182480283.22357031824803
4639.5024284907722-6.50242849077221
4744.16794595078603-0.167945950786026
482-0.5117992745917942.51179927459179
492-0.5214480909252762.52144809092528
5032.167925604942780.832074395057219
5123.70713316360349-1.70713316360349
5242.158506976012801.84149302398720
5356.05428614410388-1.05428614410388
5436.21503031400314-3.21503031400314
5549.54429757278717-5.54429757278717
5655.77095462871925-0.770954628719251
575-0.7858966859839555.78589668598396
5834.29959378384177-1.29959378384177
5943.135930497686540.864069502313457
6033.12137372320673-0.121373723206727
6130.5009176001366952.49908239986331
62212.1632459141473-10.1632459141473
6337.89457494853773-4.89457494853773
6449.13557323477626-5.13557323477626
6540.8802296574327483.11977034256725
664-0.94763430290454.9476343029045
6740.2694571748697843.73054282513022
683-2.385239716780865.38523971678086
6936.9815502387068-3.9815502387068
703-2.950109624726685.95010962472668
7125.89541330468906-3.89541330468906
7239.77309412192136-6.77309412192136
7332.078105375809170.921894624190834
7438.62138581381169-5.62138581381169
7539.33227299702776-6.33227299702776
765-1.484815121416426.48481512141642
7737.83350388390858-4.83350388390858
7853.199822711615391.80017728838461
7942.826214148658671.17378585134133
8046.36723984140592-2.36723984140592
81411.2435435967556-7.24354359675559
82518.9690654674542-13.9690654674542
8343.699775972006010.300224027993989
845-2.47698792343957.4769879234395
8533.43715496523528-0.437154965235284
8632.481052491727950.518947508272047
87210.8461592865560-8.84615928655595
883-0.3216351833447283.32163518334473
8942.173171221584461.82682877841554
9055.80127206683214-0.80127206683214
9157.99524473553121-2.99524473553121
9231.194150904431231.80584909556877
932-2.780380849873944.78038084987394
9430.2471485163307182.75285148366928
9546.27951101731234-2.27951101731234
9614.32106370492077-3.32106370492077
9747.07579320239772-3.07579320239772
983-1.220487749338864.22048774933886
99312.2988204037637-9.29882040376366
10043.620007687968110.379992312031893
101311.4677747483351-8.46777474833506
10244.30720047447823-0.307200474478235
10321.673944262640110.326055737359886
10432.448933746499220.551066253500782
105310.2042912879814-7.20429128798145
1063-2.531800498779745.53180049877974
10725.35061140860113-3.35061140860113
10851.144054756717133.85594524328287
10958.3953500290235-3.3953500290235
11041.776279889597252.22372011040275
11120.04893773766724311.95106226233276
112312.7805600875802-9.78056008758025
11337.48857211487927-4.48857211487927
11434.90734134975848-1.90734134975848
1154-0.4567243353815824.45672433538158
11651.849959078054393.15004092194561
117411.5594323098760-7.55943230987598
1182229.551611857446-7.55161185744601
1191628.2615312236473-12.2615312236473
1203628.61320233963697.38679766036315
1213531.90758768299203.09241231700804
1222527.5066961363315-2.50669613633152
1232739.0942890051891-12.0942890051891
1243228.29498854009473.70501145990525
1253626.28626082965939.71373917034072
1265132.808743643383518.1912563566165
1273025.7352148312224.26478516877802
1282021.3709353264023-1.37093532640233
1292925.85559923019283.14440076980722
1302624.19248637988981.80751362011017
1312027.2188378727945-7.21883787279453
1324027.822308525581312.1776914744186
1332926.15063296771752.84936703228246
1343226.69922480800785.30077519199224
1353326.27887681927296.72112318072706
1363225.92028193004466.0797180699554
1373427.92122255393456.07877744606548
1382426.3210953339826-2.32109533398262
1392524.442924400970.557075599030015
1404129.655552489874511.3444475101255
1413928.856748446022810.1432515539772
1422126.2047227355897-5.20472273558967
1433830.48559226765787.51440773234219
1442823.91454403120264.08545596879741
1453714.476310459137522.5236895408625
1464619.320399494670226.6796005053298
1473915.211011688767323.7889883112327
1482118.89069501866852.10930498133154
149318.845688713943522.1543112860565
150254.48060069591420.519399304086
151297.9404516205714821.0595483794285
1523117.129586917535513.8704130824645
15333.85379914569501-0.85379914569501
15442.672825907674511.32717409232549
155112.2298547373185-11.2298547373185
156110.6062574488159-9.60625744881589
15755.70311267211918-0.703112672119176
158410.6618447404868-6.66184474048679
15934.45202919382421-1.45202919382421
16037.00162325190522-4.00162325190522
16146.75668428548451-2.75668428548451
16230.8832637007116272.11673629928837
163216.5453084168261-14.5453084168261
16413.07120620590152-2.07120620590152
165115.6932189535923-14.6932189535923
16650.4764096525586024.5235903474414
16749.7580431355438-5.75804313554379
16837.24370825253617-4.24370825253617
169410.5612782733924-6.56127827339237
170512.0484084041503-7.04840840415034
1714-2.413707592990946.41370759299094
172411.3819048939138-7.3819048939138
17324.37888313041509-2.37888313041509
17436.35948042983969-3.35948042983969
1754-0.1586970620723444.15869706207234
17638.67903948550988-5.67903948550988
17743.74194300062660.258056999373399
17832.859183060859880.140816939140122
17946.17103718222979-2.17103718222979
18012.55596142580341-1.55596142580341
1812-1.295338872325723.29533887232572
18230.8085835819048232.19141641809518
18332.552712608376230.447287391623767
1845-1.337597220971156.33759722097115
1854-0.002643904322756194.00264390432276
18638.29457560000116-5.29457560000116
18731.104280186509301.89571981349070
188311.5015589065257-8.50155890652568
18939.18315417403906-6.18315417403906
19048.79003681502858-4.79003681502858
19137.90850989522285-4.90850989522285
19224.50592643797805-2.50592643797805
19341.844724636187032.15527536381297
194210.1001855224273-8.10018552242727
19545.71980294341946-1.71980294341946


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.0001733003160171490.0003466006320342970.999826699683983
111.09596655118670e-052.19193310237339e-050.999989040334488
124.4972658468272e-078.9945316936544e-070.999999550273415
139.23387117627485e-081.84677423525497e-070.999999907661288
145.26853697282594e-091.05370739456519e-080.999999994731463
151.94165482223767e-093.88330964447534e-090.999999998058345
161.32325023848456e-102.64650047696912e-100.999999999867675
171.23875477757535e-112.47750955515070e-110.999999999987612
181.29386150494948e-122.58772300989896e-120.999999999998706
191.78041354711013e-133.56082709422026e-130.999999999999822
201.13842776791048e-142.27685553582096e-140.999999999999989
216.53066267983013e-161.30613253596603e-151
227.41432159546549e-171.4828643190931e-161
234.27471698570774e-188.54943397141549e-181
242.35921643593315e-194.7184328718663e-191
251.26725445490410e-202.53450890980819e-201
265.16731020361028e-201.03346204072206e-191
271.11516895865872e-192.23033791731743e-191
288.35863912376145e-211.67172782475229e-201
291.47617221958398e-212.95234443916797e-211
303.95025166909836e-227.90050333819672e-221
310.05342893665272910.1068578733054580.946571063347271
320.1336434435780230.2672868871560460.866356556421977
330.3529090595166130.7058181190332250.647090940483387
340.4119613547820420.8239227095640830.588038645217958
350.3729195716529330.7458391433058660.627080428347067
360.5247968927346760.9504062145306490.475203107265324
370.5249421219978520.9501157560042960.475057878002148
380.63538828306280.7292234338744010.364611716937201
390.759364926223680.481270147552640.24063507377632
400.9164987250011470.1670025499977060.0835012749988528
410.9763017051855630.04739658962887480.0236982948144374
420.987835665724880.02432866855024150.0121643342751208
430.9932069070473580.01358618590528390.00679309295264195
440.9991843079886880.001631384022624990.000815692011312493
450.9989020883883130.002195823223374280.00109791161168714
460.9997491689185180.0005016621629643960.000250831081482198
470.999722545127140.0005549097457199820.000277454872859991
480.9996092697101120.0007814605797765550.000390730289888278
490.999537363232490.0009252735350205740.000462636767510287
500.9993451650226780.001309669954644410.000654834977322207
510.9990304040534920.001939191893016540.000969595946508271
520.9987724505593880.002455098881223020.00122754944061151
530.9982673837152140.003465232569573020.00173261628478651
540.9983018021261050.003396395747790060.00169819787389503
550.997872516700590.004254966598821890.00212748329941094
560.997196978123550.005606043752900820.00280302187645041
570.9967566540666450.006486691866709730.00324334593335487
580.9955407246795690.008918550640862130.00445927532043107
590.9941308869380230.01173822612395350.00586911306197673
600.9921933726277150.01561325474456970.00780662737228484
610.9919139363867190.01617212722656190.00808606361328093
620.9928353977874470.01432920442510670.00716460221255335
630.9934122206519310.01317555869613800.00658777934806898
640.9930253785868230.01394924282635310.00697462141317653
650.991087010974340.01782597805131850.00891298902565924
660.9887700515183830.02245989696323450.0112299484816173
670.986532723323790.02693455335241880.0134672766762094
680.9849200265389010.03015994692219810.0150799734610990
690.980568150805560.03886369838888050.0194318491944402
700.980369205144920.03926158971016220.0196307948550811
710.9748394742471870.05032105150562540.0251605257528127
720.9691103551466270.06177928970674580.0308896448533729
730.962642330920550.0747153381588980.037357669079449
740.9570526289090650.08589474218187010.0429473710909351
750.9505030074706580.0989939850586840.049496992529342
760.9442191800266940.1115616399466120.0557808199733058
770.939380821417690.1212383571646180.0606191785823088
780.9286800932934220.1426398134131560.071319906706578
790.9160743937504570.1678512124990860.083925606249543
800.913862064873620.1722758702527580.086137935126379
810.91492223406320.1701555318735990.0850777659367993
820.925451415260380.149097169479240.07454858473962
830.91094312827210.17811374345580.0890568717279
840.9037393575064670.1925212849870670.0962606424935336
850.88983191116350.2203361776730000.110168088836500
860.8738741675565350.2522516648869290.126125832443465
870.8762633241833630.2474733516332740.123736675816637
880.8594602936211320.2810794127577370.140539706378868
890.8405110976137780.3189778047724440.159488902386222
900.8303790295007560.3392419409984880.169620970499244
910.8219016419756540.3561967160486910.178098358024346
920.79470440073340.4105911985332010.205295599266601
930.7778525798716050.4442948402567900.222147420128395
940.7514508733404610.4970982533190790.248549126659539
950.7531011069616620.4937977860766760.246898893038338
960.7223265871617210.5553468256765570.277673412838279
970.7056850816124020.5886298367751970.294314918387598
980.6882257069489760.6235485861020480.311774293051024
990.7155955486970110.5688089026059780.284404451302989
1000.6899220872689520.6201558254620970.310077912731049
1010.694971321700390.6100573565992190.305028678299610
1020.6576009830788230.6847980338423540.342399016921177
1030.6205880261759630.7588239476480740.379411973824037
1040.5837792148582910.8324415702834170.416220785141709
1050.6117662543937330.7764674912125350.388233745606267
1060.5872991134997160.8254017730005690.412700886500284
1070.549046915444560.901906169110880.45095308455544
1080.5274538932827440.9450922134345120.472546106717256
1090.5116224613434560.9767550773130880.488377538656544
1100.474227870785630.948455741571260.52577212921437
1110.4515196763959380.9030393527918750.548480323604062
1120.5438421757101270.9123156485797450.456157824289873
1130.5048428474615440.9903143050769130.495157152538456
1140.4734126414480820.9468252828961640.526587358551918
1150.4320691577962740.8641383155925480.567930842203726
1160.3903455266881670.7806910533763340.609654473311833
1170.5162896020896510.9674207958206970.483710397910349
1180.5206423395318700.9587153209362590.479357660468129
1190.5687432760856640.8625134478286720.431256723914336
1200.6153280718444220.7693438563111560.384671928155578
1210.6526504896453830.6946990207092340.347349510354617
1220.6316431574299540.7367136851400920.368356842570046
1230.6137638123022180.7724723753955630.386236187697782
1240.5905694226986190.8188611546027620.409430577301381
1250.5897568969761080.8204862060477850.410243103023892
1260.840159196234860.3196816075302800.159840803765140
1270.8159309931620760.3681380136758490.184069006837924
1280.8299922097161440.3400155805677110.170007790283856
1290.8009757075262720.3980485849474560.199024292473728
1300.8058111941818790.3883776116362420.194188805818121
1310.8426335095610120.3147329808779760.157366490438988
1320.867919443593470.2641611128130590.132080556406529
1330.8415485191345570.3169029617308860.158451480865443
1340.8123154395236830.3753691209526340.187684560476317
1350.842765569341460.3144688613170800.157234430658540
1360.8381165221465660.3237669557068680.161883477853434
1370.8232419260288930.3535161479422140.176758073971107
1380.8092587004591950.3814825990816090.190741299540805
1390.8375614875623190.3248770248753620.162438512437681
1400.8881289010297460.2237421979405080.111871098970254
1410.9065084217027250.1869831565945510.0934915782972754
1420.9129673519242740.1740652961514520.0870326480757262
1430.9624207682763330.07515846344733330.0375792317236666
1440.9578358005052340.0843283989895320.042164199494766
1450.9960818120211980.0078363759576030.0039181879788015
1460.9996802689594670.0006394620810652480.000319731040532624
1470.999989384855692.12302886198245e-051.06151443099122e-05
1480.9999970499389245.9001221519506e-062.9500610759753e-06
1490.9999999957163928.56721525843379e-094.28360762921689e-09
1500.9999999963058277.38834608377859e-093.69417304188929e-09
1510.999999995013659.97269972848212e-094.98634986424106e-09
15211.97211809558101e-289.86059047790503e-29
15311.79342634232052e-278.96713171160262e-28
15411.63849121687569e-268.19245608437843e-27
15516.31488591141798e-263.15744295570899e-26
15615.65211273469902e-262.82605636734951e-26
15711.75488531999251e-258.77442659996257e-26
15811.42145609548231e-247.10728047741154e-25
15911.34856560813031e-236.74282804065154e-24
16011.28973693201584e-226.44868466007922e-23
16111.19822851170118e-215.99114255850592e-22
16211.08336948582014e-205.41684742910069e-21
16317.72228051228693e-203.86114025614347e-20
16413.00243264016310e-191.50121632008155e-19
16511.48322475497325e-197.41612377486624e-20
16617.83125610163132e-193.91562805081566e-19
16717.49157140913349e-183.74578570456674e-18
16817.35901551977213e-173.67950775988606e-17
16917.21733212541535e-163.60866606270767e-16
1700.9999999999999984.34233208701896e-152.17116604350948e-15
1710.9999999999999853.06461143034374e-141.53230571517187e-14
1720.9999999999999421.16353383088316e-135.81766915441578e-14
1730.9999999999997824.36928453228393e-132.18464226614196e-13
1740.9999999999978894.2218706624973e-122.11093533124865e-12
1750.9999999999857922.84151886905057e-111.42075943452529e-11
1760.99999999987562.48799165963366e-101.24399582981683e-10
1770.9999999992215161.55696890534207e-097.78484452671035e-10
1780.999999993528421.29431613466353e-086.47158067331767e-09
1790.9999999749810185.00379630783757e-082.50189815391879e-08
1800.9999999359847141.28030571956975e-076.40152859784877e-08
1810.9999995431921269.13615748349212e-074.56807874174606e-07
1820.9999988792569052.24148618897964e-061.12074309448982e-06
1830.999990278107081.94437858419535e-059.72189292097676e-06
1840.9999035752424230.0001928495151545949.6424757577297e-05
1850.9988024978326250.002395004334749250.00119750216737462


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level770.4375NOK
5% type I error level920.522727272727273NOK
10% type I error level990.5625NOK