Multiple Linear Regression - Estimated Regression Equation
Twijfel[t] = + 7.28456727859203 + 0.247876363312639Zorgen[t] -0.106836322758769VerOud[t] + 0.148172353972168KritOud[t] -0.191083348051682PersStand[t] + 0.113319775964761Org[t] + 0.00141604344161365t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)7.284567278592031.6971854.29213.1e-051.6e-05
Zorgen0.2478763633126390.0402746.154700
VerOud-0.1068363227587690.074214-1.43960.1520430.076022
KritOud0.1481723539721680.0931711.59030.113840.05692
PersStand-0.1910833480516820.05704-3.350.0010190.00051
Org0.1133197759647610.0579181.95660.0522310.026115
t0.001416043441613650.0044470.31840.7506230.375311


Multiple Linear Regression - Regression Statistics
Multiple R0.489953106743654
R-squared0.240054046807758
Adjusted R-squared0.210056180234380
F-TEST (value)8.00237064261089
F-TEST (DF numerator)6
F-TEST (DF denominator)152
p-value1.63423508947602e-07
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.48907037510704
Sum Squared Residuals941.711642499795


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11412.19819856069981.80180143930024
21111.7511041666546-0.751104166654634
367.97236888767856-1.97236888767856
41210.84479283038321.15520716961683
589.75417943426532-1.75417943426532
61010.0966958027849-0.0966958027849393
7109.725407412305280.274592587694715
8119.701412072545841.29858792745416
91610.75887496824015.24112503175986
10119.98120426129791.01879573870210
111312.37275085185600.627249148143973
121212.9193654292357-0.919365429235675
13812.9374410393484-4.93744103934843
141210.52564510123631.47435489876373
15119.132250727372751.86774927262725
1647.28558823753454-3.28558823753454
17910.9486297897437-1.94862978974368
1889.72305123051512-1.72305123051512
19810.0058293271588-2.00582932715883
201412.68221233101741.31778766898258
211512.15011592578152.84988407421849
221613.70400388118322.29599611881684
23911.702203672608-2.702203672608
241414.2865897703314-0.286589770331441
251111.3910853149831-0.391085314983056
2689.34317018340976-1.34317018340976
2799.50940792208206-0.509407922082058
28911.5633901245804-2.56339012458045
29910.4234370468352-1.42343704683522
3099.4436298761768-0.443629876176804
311011.7141943654755-1.71419436547548
321611.72600117924704.27399882075298
33119.09222899236381.90777100763619
34810.0031197045880-2.00311970458801
3598.667992268181730.332007731818266
361612.59999276908373.40000723091634
371112.5870894200305-1.58708942003055
38169.26421370353946.7357862964606
391212.2695523626052-0.269552362605226
401210.35822645746321.64177354253678
411412.52113555542761.47886444457235
42910.4644349090421-1.46443490904205
431010.6413349952821-0.64133499528211
4498.421523117955870.578476882044125
451010.0610199017528-0.0610199017528414
461210.08935744611211.91064255388790
471411.57483796592352.42516203407645
481412.06497205761111.93502794238891
491012.2749820478672-2.27498204786719
50149.880146391737444.11985360826256
511612.18483636030333.81516363969666
52910.4302433499245-1.43024334992449
531011.5717745719021-1.57177457190211
5468.98621129487519-2.98621129487519
55811.2362582516123-3.23625825161234
561312.41226726586080.587732734139183
571010.8133716080190-0.813371608018989
5888.88095629771509-0.880956297715092
5979.15658542785248-2.15658542785248
60159.774255150091765.22574484990824
6199.88335346336826-0.883353463368259
621010.2116017994204-0.211601799420394
631210.21188025130921.78811974869083
641310.44950347207612.55049652792395
65108.396807189145221.60319281085478
661111.8217850361777-0.82178503617766
67813.5896296993201-5.58962969932009
6899.1074806693398-0.107480669339806
69138.63624322825954.3637567717405
701110.40730756501560.592692434984383
71812.7521832505915-4.75218325059153
72910.7654574204088-1.76545742040878
73912.3422994712653-3.34229947126534
741512.49604895537482.50395104462521
75911.1779559631201-2.17795596312011
761011.5547342292438-1.55473422924381
77148.93640136466335.0635986353367
781210.95410592974731.04589407025269
791211.11445771539870.885542284601323
801111.5545022245767-0.55450222457671
811411.47582474716762.52417525283239
82611.5705339200679-5.57053392006792
831211.26646060796750.733539392032494
84810.0759754913839-2.07597549138394
851412.42130885317721.57869114682285
861110.83758361992170.162416380078289
87109.930336480902740.0696635190972592
881410.24253297588143.75746702411859
891212.0499497829489-0.0499497829489087
901011.0081310743587-1.00813107435873
911413.01914069733770.980859302662273
9259.01704146028203-4.01704146028203
931110.51955392700710.480446072992858
941010.2200064995915-0.220006499591453
95911.4821499398239-2.48214993982391
961011.4708272188406-1.47082721884057
971613.76417751228082.23582248771919
981312.83373349611950.166266503880472
99910.8297921172816-1.82979211728157
1001011.3895337299450-1.38953372994498
1011010.9927210107971-0.99272101079714
10279.503279092332-2.503279092332
10399.83122988103862-0.831229881038616
104810.2530737966269-2.25307379662691
1051412.90553872747181.09446127252820
1061411.64861890832622.35138109167375
107811.0972667330982-3.09726673309825
108911.5485970601368-2.54859706013678
1091411.83905778697922.16094221302082
1101410.77469355869693.22530644130308
11189.8972202989823-1.89722029898230
112813.7325637585563-5.73256375855635
113810.9987479719796-2.99874797197956
11478.58826640738003-1.58826640738003
11567.51844260950576-1.51844260950576
11689.4737640188872-1.47376401888721
11768.33844977129384-2.33844977129384
118119.92447458231821.07552541768180
1191411.89683284134532.10316715865474
1201111.1390921545270-0.139092154526987
1211112.0140262495521-1.01402624955210
122119.247463768103361.75253623189664
1231410.42220003189813.57779996810195
124810.4376457404075-2.43764574040748
1252011.55615029360608.44384970639404
1261110.38328190147060.616718098529425
12789.22271739968478-1.22271739968478
1281110.79384120864570.206158791354348
1291010.7004179553129-0.700417955312895
1301413.52357954652510.476420453474937
1311110.61812827427670.381871725723348
132910.6632315109924-1.66323151099243
13399.80385862205098-0.80385862205098
134810.2383560060895-2.23835600608945
1351012.13350100981-2.13350100980999
1361310.79179973920742.20820026079259
1371310.18314992676162.81685007323836
138129.34684158150432.65315841849570
139810.4537351200044-2.45373512000441
1401311.07626106416341.92373893583664
1411412.48410444247731.51589555752272
1421211.75273302274640.247266977253558
1431410.95591699404133.04408300595869
1441511.39381298836823.60618701163180
1451310.60709368002232.39290631997775
1461611.95398295637954.04601704362046
147912.0702186680899-3.07021866808989
148910.5673211118722-1.56732111187224
149911.0754184840640-2.07541848406404
150811.3809973670726-3.38099736707262
151710.1391367618125-3.13913676181253
1521612.05001599202213.94998400797787
1531113.4590238403895-2.45902384038951
154910.078497265284-1.078497265284
155119.931490590812581.06850940918742
15699.96866184204565-0.968661842045649
1571412.59127782302401.40872217697596
1581311.12996224767291.87003775232708
1591614.55273158205511.44726841794489


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
100.3474227910729670.6948455821459340.652577208927033
110.4650418723611420.9300837447222830.534958127638858
120.3464958847238390.6929917694476790.653504115276161
130.8247635004881430.3504729990237140.175236499511857
140.7633542600904810.4732914798190380.236645739909519
150.7187443094747460.5625113810505070.281255690525254
160.7081502377176040.5836995245647920.291849762282396
170.6275972965152710.7448054069694580.372402703484729
180.607628981836640.7847420363267210.392371018163361
190.5276541753583790.9446916492832410.472345824641621
200.6031666373496950.793666725300610.396833362650305
210.6454199429392780.7091601141214440.354580057060722
220.6159397562948490.7681204874103020.384060243705151
230.6022762981331520.7954474037336960.397723701866848
240.5393113437891380.9213773124217230.460688656210862
250.4692160855323770.9384321710647540.530783914467623
260.401527501668150.80305500333630.59847249833185
270.3372684424737630.6745368849475270.662731557526237
280.3072441071509030.6144882143018060.692755892849097
290.2531293869080260.5062587738160530.746870613091974
300.2087547741488770.4175095482977550.791245225851123
310.1724851141485190.3449702282970380.827514885851481
320.2836469540440870.5672939080881730.716353045955913
330.2609655295007150.5219310590014290.739034470499286
340.2458752954795500.4917505909591010.75412470452045
350.2037825467421860.4075650934843720.796217453257814
360.2367412713997090.4734825427994190.763258728600291
370.2268649806066580.4537299612133160.773135019393342
380.6224549990316070.7550900019367860.377545000968393
390.5725858853829410.8548282292341180.427414114617059
400.532790552888480.934418894223040.46720944711152
410.4884043412590920.9768086825181830.511595658740908
420.4643531581772560.9287063163545110.535646841822744
430.4219509033270670.8439018066541350.578049096672933
440.3706772736489560.7413545472979110.629322726351044
450.3211738050642890.6423476101285770.678826194935712
460.2937006821843490.5874013643686990.706299317815651
470.2747358889093260.5494717778186520.725264111090674
480.2487038266674640.4974076533349280.751296173332536
490.2624001200424460.5248002400848920.737599879957554
500.3180589272216050.6361178544432090.681941072778395
510.3542762985145950.708552597029190.645723701485405
520.3434501080948280.6869002161896560.656549891905172
530.3295783923593880.6591567847187750.670421607640612
540.3571969968421390.7143939936842780.642803003157861
550.3772812998130750.7545625996261490.622718700186925
560.333095780466580.666191560933160.66690421953342
570.2938366998200830.5876733996401650.706163300179917
580.2567729297020720.5135458594041440.743227070297928
590.2415007437473120.4830014874946230.758499256252688
600.3896325171626280.7792650343252570.610367482837372
610.3463801638607320.6927603277214630.653619836139268
620.3045151356600150.6090302713200310.695484864339985
630.2837137889240710.5674275778481420.716286211075929
640.2933225156900810.5866450313801610.70667748430992
650.2686565349241050.537313069848210.731343465075895
660.2373162804413960.4746325608827910.762683719558604
670.4206837294160010.8413674588320030.579316270583999
680.3752324505630490.7504649011260980.624767549436951
690.4729918139539950.945983627907990.527008186046005
700.4309976003208690.8619952006417380.569002399679131
710.5496009846815150.900798030636970.450399015318485
720.5225497256283760.9549005487432480.477450274371624
730.5460922644073280.9078154711853440.453907735592672
740.5544398261950760.8911203476098480.445560173804924
750.5360622128069810.9278755743860380.463937787193019
760.5029307705266990.9941384589466020.497069229473301
770.6671005698892840.6657988602214310.332899430110716
780.6361209758790890.7277580482418220.363879024120911
790.6000957529962450.799808494007510.399904247003755
800.5547954170006030.8904091659987930.445204582999397
810.5647032874486290.8705934251027420.435296712551371
820.7194968068134110.5610063863731780.280503193186589
830.6859938336574440.6280123326851130.314006166342556
840.6630912800543840.6738174398912310.336908719945616
850.6402617578037180.7194764843925640.359738242196282
860.5997695611970950.800460877605810.400230438802905
870.5567924180801840.8864151638396310.443207581919816
880.6439900015172810.7120199969654370.356009998482719
890.5993237849137620.8013524301724760.400676215086238
900.5573479413793640.8853041172412720.442652058620636
910.524091709823960.951816580352080.47590829017604
920.5686905768514520.8626188462970970.431309423148548
930.5317953528604640.9364092942790730.468204647139537
940.4877584357864910.9755168715729820.512241564213509
950.4704154417799750.9408308835599510.529584558220024
960.4289976119482090.8579952238964180.571002388051791
970.4291752510095580.8583505020191170.570824748990442
980.3849512939724880.7699025879449750.615048706027512
990.3514277690126010.7028555380252020.648572230987399
1000.312597229087630.625194458175260.68740277091237
1010.2719547829929680.5439095659859360.728045217007032
1020.2538156372058030.5076312744116070.746184362794197
1030.2162299412098560.4324598824197120.783770058790144
1040.1967946862863670.3935893725727340.803205313713633
1050.1727958910115430.3455917820230870.827204108988457
1060.1806143943058680.3612287886117360.819385605694132
1070.1811123084749270.3622246169498540.818887691525073
1080.1740472857390550.348094571478110.825952714260945
1090.1712347479559270.3424694959118550.828765252044073
1100.2166968328439420.4333936656878850.783303167156058
1110.1878010508135640.3756021016271280.812198949186436
1120.3729959383908790.7459918767817590.62700406160912
1130.4352384152836980.8704768305673970.564761584716302
1140.4042444673650980.8084889347301970.595755532634902
1150.3984469675541070.7968939351082150.601553032445893
1160.3576691145687110.7153382291374220.642330885431289
1170.3609396650714900.7218793301429790.63906033492851
1180.3182320550279420.6364641100558840.681767944972058
1190.2889468628865540.5778937257731090.711053137113446
1200.2434425076345240.4868850152690480.756557492365476
1210.2293675164852380.4587350329704760.770632483514762
1220.2060182840497640.4120365680995280.793981715950236
1230.2105542737512770.4211085475025550.789445726248722
1240.2280425726496750.456085145299350.771957427350325
1250.7593833856445030.4812332287109930.240616614355497
1260.7197674885085980.5604650229828040.280232511491402
1270.6678587601880570.6642824796238850.332141239811943
1280.6079094823114480.7841810353771030.392090517688552
1290.5453568218868090.9092863562263820.454643178113191
1300.4827111591435750.965422318287150.517288840856425
1310.4274796185084620.8549592370169230.572520381491538
1320.3745502317405340.7491004634810690.625449768259466
1330.3149158451766990.6298316903533980.685084154823301
1340.2832495688231460.5664991376462920.716750431176854
1350.2857470133107890.5714940266215770.714252986689211
1360.2413916320097830.4827832640195660.758608367990217
1370.2502191054817340.5004382109634670.749780894518266
1380.2575096343976140.5150192687952280.742490365602386
1390.2874910538702670.5749821077405340.712508946129733
1400.2271000846657210.4542001693314420.772899915334279
1410.1730739454720570.3461478909441140.826926054527943
1420.1318546451282400.2637092902564800.86814535487176
1430.1370435207832350.274087041566470.862956479216765
1440.1275009475054220.2550018950108450.872499052494577
1450.1441704330532890.2883408661065770.855829566946711
1460.4157264734924090.8314529469848170.584273526507591
1470.3052196080630060.6104392161260110.694780391936994
1480.2117380849059670.4234761698119330.788261915094033
1490.1234477108621820.2468954217243630.876552289137818


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