Multiple Linear Regression - Estimated Regression Equation
Totaal[t] = + 1.68931540618223e-11 + 0.999999999999999X1[t] + 1X2[t] + 1X3[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)1.68931540618223e-1101.93580.054770.027385
X10.9999999999999990434172153111881600
X210228277173351218400
X310288307799849799800


Multiple Linear Regression - Regression Statistics
Multiple R1
R-squared1
Adjusted R-squared1
F-TEST (value)3.60728437180232e+32
F-TEST (DF numerator)3
F-TEST (DF denominator)150
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation9.58211935820182e-12
Sum Squared Residuals1.37725517092239e-20


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1206010206010-1.11456320563574e-10
21981121981128.57882821563757e-12
31945191945197.14846076751727e-12
41857051857057.13319668374274e-13
51801731801736.52300829335719e-12
61761421761427.49473466607195e-12
72034012034016.26687366434033e-12
82219022219028.88486398473331e-12
91973781973782.96794951547849e-12
101850011850013.60576294148636e-12
111763561763566.9453423866477e-12
121804491804496.1902400790307e-12
131801441801446.22697041295822e-12
141736661736666.05284625044003e-12
151656881656883.77615089673272e-12
161615701615702.6192643934589e-12
171561451561451.80801755714721e-13
18153730153730-1.20246707075586e-13
191826981826982.34364952417146e-12
202007652007652.32933153425697e-12
211765121765122.04914660978206e-12
221666181666181.51090348293275e-12
23158644158644-2.46912500443893e-12
24159585159585-7.84361617006576e-13
251630951630951.86790933834932e-14
26159044159044-5.58227335670622e-13
27155511155511-2.74285385424474e-13
28153745153745-2.71516545316654e-13
29150569150569-2.92032714055475e-13
30150605150605-1.82587212001295e-14
311796121796123.87578375400747e-12
321946901946901.79838938393835e-12
331899171899175.37762332253401e-13
341841281841282.48148580772682e-13
351753351753353.93728524582155e-12
361795661795662.48181003557758e-12
371811401811403.05493172531666e-12
381778761778762.41042518957691e-12
391750411750413.9759021862274e-12
401692921692922.64845885619719e-12
411660701660702.20384664022161e-12
421669721669724.18307426509113e-12
432063482063482.0458205499998e-12
442157062157061.96731602454777e-12
45202108202108-2.0938664572149e-12
46195411195411-2.54641401440373e-13
471931111931111.68058127755427e-12
481951981951981.57338440009371e-13
491987701987705.48603959774011e-13
501941631941633.19754527265306e-15
511904201904203.27257994446749e-13
521897331897331.27237027848107e-12
531860291860291.31218406745211e-12
54191531191531-2.91707090241746e-13
55232571232571-3.89620281354361e-13
56243477243477-1.5590629921315e-13
57227247227247-7.65528796915575e-13
58217859217859-1.88295415195935e-13
592086792086798.75260771528721e-13
602131882131885.23282335752739e-13
612162342162341.56760674881135e-12
622135862135863.71384662629272e-13
632094652094657.38235406634236e-13
642040452040459.92284099703928e-13
652002372002379.78480578626489e-13
662036662036663.9935086420544e-13
67241476241476-3.32926065237231e-13
682603072603074.30594196788541e-12
69243324243324-8.05630406330435e-13
702444602444609.0054975908016e-13
712335752335752.34131439811544e-12
722372172372174.81649338313562e-12
732352432352433.53718306392512e-12
742303542303545.26687728703994e-12
752271842271847.04029632156611e-12
762216782216784.48344728559046e-12
772171422171425.45714490180979e-12
782194522194524.18698336345293e-12
79256446256446-3.63996763418387e-15
802658452658457.69938420963754e-13
81248624248624-8.20915422577982e-13
82241114241114-1.41555918434759e-12
832292452292454.46932678056686e-12
842318052318051.916649159365e-12
852192772192774.69714470995271e-12
862193132193134.40580920989084e-12
872126102126101.39817413182222e-12
882147712147714.19319113366751e-12
892111422111427.18667149496467e-14
902114572114574.97672310517524e-14
91240048240048-1.08861227549445e-12
922406362406361.62409591846485e-12
93230580230580-3.93777190165507e-12
942087952087959.6480709826297e-13
95197922197922-5.81734122949822e-13
96194596194596-5.69337172787592e-13
97194581194581-6.51432458126833e-13
98185686185686-1.99430304105396e-13
991781061781061.72905361000239e-12
1001726081726081.78341193231155e-12
1011673021673025.48704848340123e-13
1021680531680531.94055391686616e-14
103202300202300-1.73831498904938e-12
104202388202388-4.36140685580225e-12
105182516182516-1.0216423564727e-12
1061734761734763.19136093455213e-14
107166444166444-1.26237677920536e-12
1081712971712971.41008634819307e-12
109169701169701-3.85635269120178e-13
110164182164182-4.10445972990069e-12
111161914161914-3.27959567281705e-12
112159612159612-3.41698427575876e-12
113151001151001-3.97679696272103e-12
114158114158114-5.66533104776535e-12
115186530186530-1.41206950473043e-12
116187069187069-1.13372551277866e-12
117174330174330-2.35316538897355e-14
1181693621693624.03975221563314e-14
1191668271668272.50198168134773e-13
1201780371780371.12021971873441e-12
121186413186413-1.77281045709533e-12
122189226189226-1.33921226822232e-12
123191563191563-1.03685713544055e-12
124188906188906-1.10212505979563e-12
125186005186005-6.28871774598698e-13
126195309195309-1.30188418526054e-12
1272235322235321.2392012355127e-12
128226899226899-1.57824844235397e-12
1292141262141262.11157778642299e-12
130206903206903-5.46217005620218e-13
131204442204442-2.7697757386235e-13
1322203752203757.56619059678355e-15
1332143202143201.79993900512059e-13
134212588212588-9.99299678460295e-13
135205816205816-1.46250714240333e-12
136202196202196-5.88091459633661e-13
137195722195722-1.21725134678181e-12
138198563198563-1.3121008653839e-12
1392291392291392.66135861273379e-12
140229527229527-1.98417462801873e-12
141211868211868-2.18438146757607e-12
142203555203555-6.17834467249515e-13
143195770195770-2.89410323136201e-12
144199834199834-2.18602619053094e-12
145203089203089-1.44056144010062e-12
146198480198480-1.5411954699832e-12
147192684192684-2.60764440613821e-12
148187827187827-1.88248814171977e-12
149182414182414-1.24030196438626e-12
150182510182510-1.33027300028451e-12
151211524211524-4.16942597675209e-12
152211451211451-9.15465196759124e-12
153200140200140-4.78766247886746e-12
154191568191568-3.81761374759325e-12


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
70.03430051847588680.06860103695177370.965699481524113
80.01510819635994680.03021639271989360.984891803640053
90.00672321730352980.01344643460705960.99327678269647
104.25471209849485e-058.5094241969897e-050.999957452879015
110.01466198480623250.0293239696124650.985338015193768
120.9998129561746280.0003740876507444390.000187043825372219
130.002258231305368110.004516462610736210.997741768694632
140.9999999999669456.61100567169423e-113.30550283584712e-11
155.64130278731289e-050.0001128260557462580.999943586972127
160.0003259769201621310.0006519538403242620.999674023079838
170.147963447503760.295926895007520.85203655249624
180.001022756264418270.002045512528836540.998977243735582
190.2671022580888290.5342045161776590.732897741911171
202.09244955370625e-124.18489910741251e-120.999999999997908
211.81270759620073e-063.62541519240146e-060.999998187292404
220.06963263046422070.1392652609284410.930367369535779
239.44869735311956e-061.88973947062391e-050.999990551302647
240.9998447298801750.0003105402396506940.000155270119825347
250.5823921829868370.8352156340263260.417607817013163
261.37668546713045e-082.75337093426089e-080.999999986233145
270.0001868035407440730.0003736070814881460.999813196459256
280.9967827036903450.006434592619310240.00321729630965512
293.60262252218539e-057.20524504437079e-050.999963973774778
300.9710615231375710.05787695372485720.0289384768624286
310.9999998528112722.94377456048462e-071.47188728024231e-07
321.03696900278872e-092.07393800557745e-090.999999998963031
338.41968309622226e-131.68393661924445e-120.999999999999158
341.08233117930911e-112.16466235861823e-110.999999999989177
350.9999998379401313.24119737549687e-071.62059868774843e-07
360.9999999999949351.01301454648128e-115.06507273240639e-12
370.6950047746524630.6099904506950740.304995225347537
380.003664874637807130.007329749275614250.996335125362193
393.54175361571049e-147.08350723142097e-140.999999999999965
407.97735314833562e-461.59547062966712e-451
412.6889235096411e-145.37784701928221e-140.999999999999973
421.37613974200991e-072.75227948401982e-070.999999862386026
430.7415401532255530.5169196935488940.258459846774447
440.0002646143814771090.0005292287629542180.999735385618523
450.8814316669776720.2371366660446560.118568333022328
463.92189171252384e-097.84378342504767e-090.999999996078108
479.12615399485094e-231.82523079897019e-221
486.29097176139447e-141.25819435227889e-130.999999999999937
492.71796794260044e-345.43593588520087e-341
500.9916936228547680.01661275429046450.00830637714523226
510.9999999999999967.14666571684403e-153.57333285842201e-15
520.009753210293155420.01950642058631080.990246789706845
530.9385556270391970.1228887459216050.0614443729608025
5411.15461021769865e-325.77305108849327e-33
550.9998514067858470.0002971864283067280.000148593214153364
560.9999998940888382.11822324086186e-071.05911162043093e-07
571.30205879003065e-122.6041175800613e-120.999999999998698
584.03388053218835e-208.06776106437671e-201
591.3022768879085e-282.60455377581699e-281
600.002478165160025080.004956330320050160.997521834839975
610.9762812810817050.04743743783658950.0237187189182948
628.32881313332212e-061.66576262666442e-050.999991671186867
638.04720438936853e-331.60944087787371e-321
649.84824198949816e-071.96964839789963e-060.999999015175801
650.9999999960953697.80926166779591e-093.90463083389795e-09
665.53297319013526e-091.10659463802705e-080.999999994467027
670.9999999999952419.51878747255433e-124.75939373627717e-12
6819.14913078666275e-504.57456539333138e-50
692.63765176816385e-085.2753035363277e-080.999999973623482
702.07736009658027e-354.15472019316053e-351
711.19691639649106e-052.39383279298211e-050.999988030836035
720.9640125260655790.07197494786884160.0359874739344208
730.5436511486692180.9126977026615650.456348851330782
743.55096525877705e-277.1019305175541e-271
750.9999998358240853.28351829389157e-071.64175914694579e-07
7612.17093259694221e-321.08546629847111e-32
770.003029967564601940.006059935129203890.996970032435398
782.98755746476645e-225.97511492953291e-221
790.9998871950789050.0002256098421909830.000112804921095492
800.9995166696897810.0009666606204382190.000483330310219109
810.9999976622503514.67549929870389e-062.33774964935195e-06
8211.29690631670495e-466.48453158352475e-47
830.9999990705210951.85895781058695e-069.29478905293474e-07
840.09810569038276930.1962113807655390.901894309617231
8516.50518585105976e-253.25259292552988e-25
860.9999629367956677.41264086651587e-053.70632043325793e-05
871.0563664575624e-262.1127329151248e-261
880.5636073277820580.8727853444358840.436392672217942
893.93934810116584e-307.87869620233168e-301
901.15745071978218e-242.31490143956436e-241
919.01318175134392e-221.80263635026878e-211
920.0002757460667890610.0005514921335781220.999724253933211
937.81654116009375e-441.56330823201875e-431
940.999257784715140.001484430569720120.000742215284860058
950.9986729269095790.002654146180842850.00132707309042142
960.9999999999999959.02743210353878e-154.51371605176939e-15
971.42142534283555e-052.8428506856711e-050.999985785746572
9814.21340654818343e-182.10670327409172e-18
9911.03989876479619e-285.19949382398096e-29
1003.37590415449691e-096.75180830899382e-090.999999996624096
1010.9999999997555864.88827875791764e-102.44413937895882e-10
1020.0002111429810108440.0004222859620216880.999788857018989
1036.87504237968675e-071.37500847593735e-060.999999312495762
1042.69282100309121e-685.38564200618243e-681
10511.02164009711014e-215.10820048555072e-22
1060.9999999999948011.0398014370757e-115.1990071853785e-12
1070.9752523454469750.04949530910604910.0247476545530246
1086.25277386938348e-571.2505547738767e-561
1093.23702551981693e-156.47405103963387e-150.999999999999997
1100.999999979055634.18887393848476e-082.09443696924238e-08
1110.9999999952004669.59906720766217e-094.79953360383108e-09
1123.41780957381129e-136.83561914762259e-130.999999999999658
1133.63866034594275e-427.27732069188551e-421
1142.22845694440546e-124.45691388881092e-120.999999999997772
1150.9999998821713662.35657268611551e-071.17828634305775e-07
1160.446950015211910.893900030423820.55304998478809
1170.9890916711957770.02181665760844630.0109083288042232
1180.0008391433038890150.001678286607778030.999160856696111
1190.9984438686755870.003112262648825420.00155613132441271
1206.65608165409165e-121.33121633081833e-110.999999999993344
1210.9853235559627390.02935288807452150.0146764440372608
1220.1872277068774690.3744554137549380.812772293122531
1230.9999997163589195.67282161737184e-072.83641080868592e-07
1242.88711186475342e-155.77422372950683e-150.999999999999997
1253.36449347272573e-196.72898694545146e-191
1260.1974740780807410.3949481561614820.802525921919259
1270.9999999999998752.50534904409831e-131.25267452204915e-13
1280.5052023279057980.9895953441884050.494797672094202
12911.84484532680813e-249.22422663404063e-25
1304.49800862220305e-208.9960172444061e-201
1310.9999991939076781.61218464352204e-068.06092321761019e-07
1320.9999999791359914.1728017063218e-082.0864008531609e-08
1330.1083525605658230.2167051211316460.891647439434177
1340.04918148624241290.09836297248482580.950818513757587
1350.9999783889609854.32220780305328e-052.16110390152664e-05
1361.30657545555738e-142.61315091111477e-140.999999999999987
1375.07184943102701e-441.0143698862054e-431
1380.6857755433964580.6284489132070830.314224456603542
1390.9458444443661670.1083111112676650.0541555556338326
1404.25608825297027e-058.51217650594055e-050.99995743911747
1410.9886940057645080.02261198847098390.0113059942354919
1421.97683698398632e-093.95367396797263e-090.999999998023163
1431.61740620484304e-323.23481240968608e-321
1440.3408851167416310.6817702334832610.659114883258369
1450.9993780524743380.001243895051324460.000621947525662228
1460.9998230783849770.0003538432300462980.000176921615023149
1470.8827367137938110.2345265724123780.117263286206189


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1070.75886524822695NOK
5% type I error level1170.829787234042553NOK
10% type I error level1210.858156028368794NOK