Multiple Linear Regression - Estimated Regression Equation
TotalCharac[t] = + 16348.0605196233 -0.0184067814584731TotalRFC[t] + 0.637554361333664TotalCompen[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)16348.06051962333994.6540374.09256.7e-053.4e-05
TotalRFC-0.01840678145847310.054631-0.33690.7366080.368304
TotalCompen0.6375543613336640.0955746.670800


Multiple Linear Regression - Regression Statistics
Multiple R0.725294655754138
R-squared0.526052337665513
Adjusted R-squared0.520164789065085
F-TEST (value)89.3499779564002
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation23209.1523625673
Sum Squared Residuals86725025295.6066


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
19555686187.6571173279368.34288267299
25456571237.1377909035-16672.1377909035
36301661441.74541485461574.25458514537
47977463219.71566887216554.284331128
53125848686.8281925011-17428.8281925011
65249137948.629317604514542.3706823955
791256106158.373575084-14902.3735750838
82280720114.39846507792692.60153492214
97741151760.048429230425650.9515707696
104882156704.1160263805-7883.11602638048
115229583808.1535165666-31513.1535165666
126326251045.433841699612216.5661583004
135046650839.6421979963-373.642197996347
146293262519.8872388794412.112761120601
153843957153.8528589919-18714.8528589919
167081791157.7045655882-20340.7045655882
1710596582840.637091664723124.3629083353
187379561063.627683833912731.3723161661
198204365094.803329146116948.1966708539
207434963033.861596812811315.1384031872
218220476191.90635392526012.09364607485
225570978353.0457509184-22644.0457509184
233713747382.0951616428-10245.0951616428
247078056244.245239568414535.7547604316
255502759916.5948745207-4889.59487452071
265669965754.1230312463-9055.12303124628
276591174274.7275395139-8363.72753951388
285631676010.5501909762-19694.5501909762
292698244109.1187777174-17127.1187777174
305462886324.073915875-31696.073915875
319675092470.0230325354279.97696746505
325300951830.30545758331178.6945424167
336466494083.4482555972-29419.4482555972
343699026448.352805349710541.6471946503
3585224110095.534163648-24871.5341636483
363704854634.5988044758-17586.5988044758
375963598508.9470821894-38873.9470821894
384205156514.6577522952-14463.6577522952
392699844177.623834632-17179.623834632
406371780988.4381570384-17271.4381570384
415507177730.909718-22659.9097179999
424000143959.7815038474-3958.78150384743
435450676006.1251378916-21500.1251378917
443583838229.8156522285-2391.81565222846
455083849934.6764289866903.323571013407
468699760362.375762728826634.6242372712
473303251217.8029971518-18185.8029971517
486170462846.995922891-1142.99592289098
4911798694990.232126239522995.7678737605
505673360323.8771011645-3590.87710116449
515506465797.6252958257-10733.6252958257
52595025497.392873416-19547.392873416
538460784244.8124522993362.187547700714
543255131159.43838688721391.56161311282
553170143758.2721428705-12057.2721428705
567117070305.8057139863864.19428601374
5710177382534.505255620919238.4947443791
5810165398305.51360567383347.48639432617
598149399592.1947960731-18099.1947960731
605590146092.13743560129808.86256439884
61109104107157.1820996771946.81790032261
62114425106826.7233671897598.2766328113
633631148723.4677549037-12412.4677549037
647002760630.60032466119396.39967533892
657371377509.5949457971-3796.59494579714
664067168691.5080751863-28020.5080751863
678904154059.577249178734981.4227508213
685723166547.4895695524-9316.48956955241
696860859473.84405092179134.15594907825
705915556397.66500619372757.33499380635
715582754691.81189359011135.18810640987
722261830258.4181093349-7640.41810933488
735842561088.4858351626-2663.48583516256
746572454179.58106769611544.418932304
755697950639.11166652566339.88833347436
767236964730.01482108177638.98517891827
777919487844.3932543968-8650.39325439683
7820231659358.1892022335142957.810797767
794497046897.3110888587-1927.31108885872
804931948461.6980757297857.301924270345
813625247293.5548014962-11041.5548014962
827574178034.1087925352-2293.10879253518
833841755971.4261793801-17554.4261793801
846410262799.26509655371302.73490344631
855662250428.40926774336193.59073225673
861543030375.0388927924-14945.0388927924
877257149781.887619416622789.1123805834
886727165917.05623358961353.94376641037
894346076739.856617358-33279.856617358
909950152192.1367569647308.86324304
912834054214.308181241-25874.308181241
927601366417.7853057929595.21469420805
933736146164.1454358316-8803.14543583164
944820457507.3692625369-9303.36926253689
957616866495.02196004289672.9780399572
968516862523.822677322922644.1773226771
9712541086813.464310728938596.5356892711
98123328101478.63979749321849.3602025069
998303882793.6349396668244.365060333221
100120087110697.3011579819389.69884201932
1019193966312.824525793925626.1754742061
10210364694034.51747561189611.48252438819
1032946743496.7501626989-14029.7501626989
1044375028066.478283610215683.5217163898
1053449756863.466889239-22366.466889239
1066647768861.2093040159-2384.20930401592
1077118169712.03610206851468.96389793156
1087448273980.1210761125501.87892388755
10917494969494.1574718398105454.84252816
1104676531971.942337340414793.0576626596
1119025783152.71107658617104.28892341389
1125137060008.5887981138-8638.58879811379
113116819649.8007910787-18481.8007910787
1145136057619.1038809234-6259.10388092339
1152516230899.685071368-5737.68507136796
1162106734428.7028698162-13361.7028698162
11758233107707.705756819-49474.7057568192
11885520182.4091235481-19327.4091235481
1198590372877.537859426513025.4621405735
1201411624156.8575102311-10040.8575102311
1215763784208.1267658471-26571.1267658472
1229413750507.571665451443629.4283345486
1236214725355.521955572136791.4780444279
1246283240588.630958827922243.3690411721
125877324559.5864074978-15786.5864074978
1266378548028.055238911115756.9447610889
1276519676255.9947685815-11059.9947685815
1287308768860.79315938534226.20684061475
1297263195299.5907039074-22668.5907039074
1308628195691.286042321-9410.28604232097
131162365113032.18366458849332.8163354116
1325653062563.6012885588-6033.60128855877
1333560646273.1030292367-10667.1030292367
1347011155118.351469175114992.6485308249
1359204692505.5224169072-459.52241690716
1366398919745.977837814244243.0221621858
13710491175099.949376419429811.0506235806
1384344841930.18110828091517.81889171913
1396002982303.6852300135-22274.6852300135
1403865054741.6385369141-16091.6385369141
1414726120377.198295690526883.8017043095
1427358674120.3311995721-534.331199572093
1438304267330.766549836115711.2334501639
1443723820108.881657026517129.1183429735
1456395870956.3391267416-6998.3391267416
1467895636549.337351732342406.6626482677
1479951873478.754592395326039.2454076047
14811143682651.363370905428784.6366290946
149016348.0605196233-16348.0605196233
150602321148.1715492478-15125.1715492478
151016346.2566550403-16346.2566550403
152016339.6854340597-16339.6854340597
153016348.0605196233-16348.0605196233
154016348.0605196233-16348.0605196233
1554256454318.97046864-11754.97046864
1563888581972.5285963162-43087.5285963162
157016348.0605196233-16348.0605196233
158016344.3239429872-16344.3239429872
159164418921.9683637651-17277.9683637651
160617929202.3568546967-23023.3568546967
161392620915.1186768006-16989.1186768006
1622323821778.14478701931459.85521298071
163016330.22434839-16330.22434839
1644928840701.22295621228586.7770437878


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.3265074881080570.6530149762161130.673492511891943
70.2950442899609650.5900885799219310.704955710039035
80.1856638014270040.3713276028540070.814336198572996
90.2036856135578240.4073712271156490.796314386442176
100.1480156445729250.296031289145850.851984355427075
110.1768316590685120.3536633181370250.823168340931488
120.1181394451015160.2362788902030320.881860554898484
130.07410927317223220.1482185463444640.925890726827768
140.04603055900521770.09206111801043540.953969440994782
150.0501224030596450.100244806119290.949877596940355
160.03625003641856540.07250007283713080.963749963581435
170.07407610872315390.1481522174463080.925923891276846
180.05403100632757920.1080620126551580.94596899367242
190.05132709863094940.1026541972618990.94867290136905
200.03695145475836520.07390290951673040.963048545241635
210.02539215069125140.05078430138250270.974607849308749
220.02528393964385180.05056787928770350.974716060356148
230.0204614880316230.0409229760632460.979538511968377
240.01539661222447870.03079322444895740.984603387775521
250.00992687540613390.01985375081226780.990073124593866
260.006688607447152010.0133772148943040.993311392552848
270.004214721319677450.00842944263935490.995785278680323
280.003694389212755520.007388778425511040.996305610787244
290.003853256354203170.007706512708406340.996146743645797
300.005319317827056970.01063863565411390.994680682172943
310.004045427016722950.00809085403344590.995954572983277
320.002467784694606480.004935569389212960.997532215305393
330.002626328248693890.005252656497387770.997373671751306
340.001623100036113940.003246200072227880.998376899963886
350.001159150731334760.002318301462669520.998840849268665
360.001017867282686750.00203573456537350.998982132717313
370.001439078298481730.002878156596963460.998560921701518
380.001126993975576490.002253987951152990.998873006024424
390.001167032623954860.002334065247909720.998832967376045
400.0007901926470640150.001580385294128030.999209807352936
410.0006144701497413650.001228940299482730.999385529850259
420.0003778830454689780.0007557660909379560.999622116954531
430.0003173916426271080.0006347832852542170.999682608357373
440.0001946353139834530.0003892706279669050.999805364686017
450.0001130330802989340.0002260661605978690.9998869669197
460.0002368115190760450.0004736230381520890.999763188480924
470.0002030029713117860.0004060059426235720.999796997028688
480.0001218869400367290.0002437738800734580.999878113059963
490.0004053160561678090.0008106321123356180.999594683943832
500.0002499194167389820.0004998388334779640.999750080583261
510.0001600909779581910.0003201819559163830.999839909022042
520.0001860588806707540.0003721177613415090.99981394111933
530.0001184899734061820.0002369799468123640.999881510026594
547.06031003387498e-050.00014120620067750.999929396899661
555.00527094977792e-050.0001001054189955580.999949947290502
563.10278301307636e-056.20556602615271e-050.999968972169869
575.01463633923217e-050.0001002927267846430.999949853636608
583.95936931104767e-057.91873862209535e-050.99996040630689
592.80431607766586e-055.60863215533172e-050.999971956839223
601.83315025627959e-053.66630051255917e-050.999981668497437
611.36051882604617e-052.72103765209234e-050.99998639481174
621.25890026770819e-052.51780053541639e-050.999987410997323
638.82732022711726e-061.76546404542345e-050.999991172679773
645.99742816247267e-061.19948563249453e-050.999994002571838
653.52776116022943e-067.05552232045886e-060.99999647223884
664.68714146366937e-069.37428292733875e-060.999995312858536
671.7072214186334e-053.41444283726681e-050.999982927785814
681.08015743455717e-052.16031486911434e-050.999989198425654
697.29373072963346e-061.45874614592669e-050.99999270626927
704.4136593184832e-068.8273186369664e-060.999995586340682
712.54671830708021e-065.09343661416042e-060.999997453281693
721.60278627683738e-063.20557255367476e-060.999998397213723
739.06970117787476e-071.81394023557495e-060.999999093029882
746.19750614135193e-071.23950122827039e-060.999999380249386
753.6809586937549e-077.3619173875098e-070.99999963190413
762.22145663865426e-074.44291327730852e-070.999999777854336
771.29995611947997e-072.59991223895994e-070.999999870004388
780.3476411169915430.6952822339830870.652358883008457
790.3075251081097410.6150502162194810.69247489189026
800.2689194263548380.5378388527096770.731080573645162
810.2425796932234020.4851593864468040.757420306776598
820.2093059688305130.4186119376610260.790694031169487
830.197383389321060.394766778642120.80261661067894
840.1677840399784460.3355680799568930.832215960021554
850.142248051729540.2844961034590810.85775194827046
860.1302966256957880.2605932513915760.869703374304212
870.1276587908061970.2553175816123930.872341209193803
880.1057739642600630.2115479285201250.894226035739937
890.1311084981487780.2622169962975570.868891501851222
900.2163885141230850.432777028246170.783611485876915
910.2281600089924190.4563200179848380.771839991007581
920.2001631203376450.4003262406752910.799836879662355
930.1752788987901180.3505577975802360.824721101209882
940.1529751721049990.3059503442099980.847024827895
950.1312855811477240.2625711622954480.868714418852276
960.1280668987926490.2561337975852970.871933101207351
970.1727815223365470.3455630446730930.827218477663453
980.1690559706953620.3381119413907230.830944029304638
990.1422745984599720.2845491969199440.857725401540028
1000.1221289894512160.2442579789024320.877871010548784
1010.1243547285966330.2487094571932670.875645271403367
1020.1055034373278680.2110068746557350.894496562672133
1030.09323365006589760.1864673001317950.906766349934102
1040.0826348750685950.165269750137190.917365124931405
1050.08169238682205840.1633847736441170.918307613177942
1060.06566120798780010.13132241597560.9343387920122
1070.05199957728881160.1039991545776230.948000422711188
1080.04077599990532690.08155199981065380.959224000094673
1090.804098957933910.3918020841321820.195901042066091
1100.7787333606857980.4425332786284030.221266639314202
1110.7511957144472680.4976085711054640.248804285552732
1120.7158991600394960.5682016799210070.284100839960504
1130.6982344826600550.6035310346798890.301765517339945
1140.655660033284550.68867993343090.34433996671545
1150.6113627322331790.7772745355336420.388637267766821
1160.584931983483750.83013603303250.41506801651625
1170.751479669958580.4970406600828390.248520330041419
1180.7344224143885320.5311551712229360.265577585611468
1190.7029379777039050.594124044592190.297062022296095
1200.6629280087678130.6741439824643730.337071991232187
1210.6819300948341950.6361398103316090.318069905165805
1220.7781969381128180.4436061237743650.221803061887182
1230.8324524144271540.3350951711456920.167547585572846
1240.8433385264202780.3133229471594450.156661473579722
1250.82023713664660.3595257267068010.1797628633534
1260.8111620240860580.3776759518278830.188837975913942
1270.7876025257165980.4247949485668040.212397474283402
1280.7494372986546310.5011254026907370.250562701345369
1290.7829829227321120.4340341545357770.217017077267888
1300.7500441784481520.4999116431036960.249955821551848
1310.8925969849141670.2148060301716660.107403015085833
1320.8627350676740160.2745298646519680.137264932325984
1330.8289630165585170.3420739668829660.171036983441483
1340.792155541305130.4156889173897390.207844458694869
1350.7605856337178840.4788287325642320.239414366282116
1360.8963394684580390.2073210630839220.103660531541961
1370.8885317321356850.2229365357286290.111468267864315
1380.8546496063706950.290700787258610.145350393629305
1390.8460513365278480.3078973269443050.153948663472152
1400.8293541672561190.3412916654877630.170645832743881
1410.8607401007387350.278519798522530.139259899261265
1420.8378548892141460.3242902215717090.162145110785854
1430.809720639357690.3805587212846190.190279360642309
1440.7656621653790060.4686756692419880.234337834620994
1450.7268948619064010.5462102761871970.273105138093599
1460.9374703083466550.1250593833066910.0625296916533453
1470.9770766628605230.0458466742789540.022923337139477
1480.9999993534637961.29307240724048e-066.46536203620242e-07
1490.9999973104429725.37911405581195e-062.68955702790598e-06
1500.9999901291571131.97416857733586e-059.8708428866793e-06
1510.9999613160347157.73679305689125e-053.86839652844563e-05
1520.9998538846208280.0002922307583446530.000146115379172326
1530.9994744713908910.001051057218217410.000525528609108704
1540.9982046510346930.0035906979306140.001795348965307
1550.994344901559440.01131019688112130.00565509844056067
1560.9957543210961740.008491357807652910.00424567890382646
1570.9850022429961080.02999551400778390.014997757003892
1580.9519932140889250.09601357182215030.0480067859110752


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level580.379084967320261NOK
5% type I error level660.431372549019608NOK
10% type I error level730.477124183006536NOK