Multiple Linear Regression - Estimated Regression Equation
TotalRFC[t] = + 27446.7032785528 -0.0382799281381194TotalCompen[t] + 1.56091369781817TotalCharac[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)27446.70327855285653.2258734.85513e-061e-06
TotalCompen-0.03827992813811940.113614-0.33690.7366080.368304
TotalCharac1.560913697818170.09546716.350400


Multiple Linear Regression - Regression Statistics
Multiple R0.878986552375793
R-squared0.772617359257483
Adjusted R-squared0.769792730179936
F-TEST (value)273.528784858543
F-TEST (DF numerator)2
F-TEST (DF denominator)161
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation33470.0151143258
Sum Squared Residuals180358947792.264


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
1170588202463.495627237-31875.4956272367
286621163645.547144199-77024.5471441992
3118522140777.766933916-22255.7669339162
4152510146020.9165389526489.08346104793
586206109309.488973112-23103.4889731119
63725780000.6507915868-42743.6507915867
7306055257626.89346085448428.106539146
83275037270.5945286546-4520.59452865464
9116502116432.15895882869.8410411722237
10130539130263.637878493275.362121507145
11164604198024.15560844-33420.1556084401
12128274115754.70806405812519.291935942
13104367114663.332448624-10296.3324486236
14193024146778.01287489746245.9871251028
15141574132259.4357189899314.56428101139
16254150219344.30979677434805.6902032263
17181110194344.760705839-13234.7607058386
18198432143040.55366657655391.4463334243
19113853148782.726880525-34929.7268805248
20159940146108.39479436913831.6052056306
21166822178332.464680282-11510.4646802816
22286675190038.95020635696636.0497936445
2395297106299.77123868-11002.7712386803
24108278127293.962652684-19015.9626526839
25146342138603.2934139797738.70658602147
26146684152846.624328333-6162.62432833293
27163569174115.766172502-10546.7661725019
28162716178694.407239701-15978.4072397005
2910688899197.67907309357690.3209269065
30188150205155.635302201-17005.6353022007
31189401218646.609109255-29245.6091092555
32129484118123.30890869611360.691091304
33204030224484.237033152-20454.2370331522
346853853847.771745541414690.2282544586
35243625264683.673587942-21058.673587942
36167255127302.15012903239952.8498709676
37264528238237.96499840326290.0350015969
38122024129675.216854073-7651.21685407266
398096498196.5209139418-17232.5209139418
40209795192719.99335944917075.0066405505
41224911185756.81190822739154.1880917727
4211597198743.018272202217227.9817277978
43138191177647.640615691-39456.6406156905
448110683302.6061170464-2196.60611704644
4593125111926.858826361-18801.8588263613
46307743145744.42061801161998.57938199
4778800115104.3722296-36304.3722295999
48158835146085.14753388512749.852466115
49223590225544.610222536-1954.61022253615
50131108138848.609682441-7740.60968244071
51128734152206.800846821-23472.8008468206
522418850709.1279445966-26521.1279445966
53257677202050.65555948455626.3444405159
546502965393.6353762453-364.635376245316
559806697760.5005654661305.499434533915
56173587164648.8683201758938.13167982516
57180042193707.603265008-13665.6032650085
58197266233100.293107129-35834.2931071287
59212120237691.572276954-25571.5722769543
60141582104509.13895669637072.8610433045
61245107256642.416959766-11535.4169597659
62206879253906.927444282-47027.9274442819
63145696111886.68230985733809.3176901428
64173535141002.6350862532532.3649137496
65142064180767.854869553-38703.8548695526
66117926159355.74605319-41429.7460531899
67113461121479.818697204-8018.81869720359
68145285154705.599498737-9420.59949873653
69150999137209.30203915713789.6979608434
7091838127373.713012-35535.7130120001
71118807124540.055328083-5733.05532808269
726947163768.09580074495702.9041992551
73126630140454.017700696-13824.0177006965
74145908124128.41969164621779.5803083545
75102896113856.769086539-10960.7690865389
76190926151733.23724782639192.7627521736
77198797208417.230262086-9620.23026208622
78112566130075.829823782-17509.8298237817
7989318104543.59208151-15225.5920815101
80120362109606.17356172810755.8264382718
8198791106274.334254565-7483.33425456543
82283982188369.91856855495612.0814314462
83132798128969.8718024073828.12819759305
84137875144931.930951693-7056.93095169341
8580953112365.714216188-31412.7142161875
8610923766120.828055997743116.1719440023
8798724110973.169879706-12249.1698797058
88226191156423.81977119169767.1802288091
89172071181393.665964559-9322.66596455907
90118174116719.7786908731454.22130912729
91133561125088.080588428472.9194115801
92152193153980.382233655-1787.3822336551
93112004104062.2117742937941.78822570699
94169613134014.71850454435598.2814954561
95187483155753.89046030631729.1095396936
96130533143120.297564141-12587.2975641409
97142339201579.798326439-59240.7983264393
98201941240249.966487981-38308.9664879815
99201744196037.2015685225706.79843147771
100247024264975.592526389-17951.5925263893
101162502153578.3376199378923.66238006276
102182581221905.612940791-39324.6129407906
10310635197579.10168259978771.89831740026
1044328756412.6923106808-13125.6923106808
105127493131064.82758819-3571.82758818982
106127930159234.201329947-31304.2013299467
107149006162086.987862846-13080.9878628457
108187714174154.48362741713559.5163725827
10974112154206.228380473-80094.2283804727
1109400668144.613293784225861.3867062158
111176625195507.990748247-18882.9907482467
112141933138769.8186440433163.18135595746
1132293836519.2892314434-13581.2892314434
114125927132198.754775509-6271.75477550943
1156185764897.5898300466-3040.58983004661
1169129075020.780096341216269.2199036588
117255100260387.927763967-5287.92776396673
1182105437750.3444469466-16696.3444469466
119174150170406.590615083743.40938492049
1203141447440.1635077531-16026.1635077531
121189461199919.093155892-10458.0931558917
122137544113673.7289928523870.2710071497
1237716650598.025026067126567.9749739329
1247456787749.6457299256-13182.6457299256
1253821448937.1297055886-10723.1297055886
12690961106665.779077318-15704.7790773182
127194652180394.59568088214257.4043191176
128135261159310.523795193-24049.5237951934
129248590229164.81919650719425.1808034929
130201748227490.343868432-25742.3438684319
131256402269496.267298085-13094.2672980847
132139144144702.002306182-5558.00230618179
13376470102794.811836541-26324.8118365409
134193518128404.40694459265113.593055408
135280334223011.48751506857322.5124849323
1365099935614.543929481915384.4560705181
137254825178755.67889384376069.3211061572
13810323993068.262818957810170.7371810422
139168059194200.433687151-26141.4336871508
140136709126126.33330391310582.666696087
1417825639028.634208399239227.3657916008
142249232177304.36618387471927.6338161259
143152366155954.345602537-3588.34560253697
14417326043036.7555344614130223.244465539
145197197167581.61827559329615.3817244065
1466838876964.6283410391-8576.62834103907
147139409169791.75457161-30382.7545716099
148185366193863.732235575-8497.73223557455
149027446.7032785528-27446.7032785528
1501468839630.0899101248-24942.0899101248
1519827446.7032785528-27348.7032785528
15245527446.7032785528-26991.7032785528
153027446.7032785528-27446.7032785528
154027446.7032785528-27446.7032785528
155137885124994.69094925312890.3090507472
156185288194975.484386351-9687.48438635123
157027446.7032785528-27446.7032785528
15820327446.7032785528-27243.7032785528
159719934009.8497239319-26810.8497239319
1604666060783.8643289584-14123.8643289584
1611754739268.6243429479-21721.6243429479
1627356743166.836966962330400.1630330377
16396927446.7032785528-26477.7032785528
16410547789936.725819595915540.274180404


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.5373268697522330.9253462604955340.462673130247767
70.7810086669514690.4379826660970620.218991333048531
80.8174105287456120.3651789425087750.182589471254388
90.7399446655240970.5201106689518060.260055334475903
100.6728807650506640.6542384698986710.327119234949336
110.596183422873310.8076331542533790.403816577126689
120.5489925748940590.9020148502118820.451007425105941
130.4565524155429270.9131048310858550.543447584457073
140.6147335825593020.7705328348813950.385266417440698
150.5811586890343540.8376826219312930.418841310965646
160.582194781127420.835610437745160.41780521887258
170.5291351588574920.9417296822850150.470864841142508
180.6654187510992490.6691624978015020.334581248900751
190.6670022291723550.6659955416552910.332997770827645
200.6125379526424060.7749240947151890.387462047357594
210.5521144871435150.8957710257129710.447885512856485
220.8705577102235380.2588845795529230.129442289776462
230.833766118383550.3324677632328990.16623388161645
240.7960910381480270.4078179237039460.203908961851973
250.7500664049189910.4998671901620180.249933595081009
260.7001444238921570.5997111522156850.299855576107843
270.6551593430323560.6896813139352880.344840656967644
280.6220776014082870.7558447971834250.377922398591713
290.5709490431119890.8581019137760230.429050956888011
300.5485119938115180.9029760123769640.451488006188482
310.5445328949418510.9109342101162990.455467105058149
320.4989107645778840.9978215291557670.501089235422116
330.4755003730432460.9510007460864920.524499626956754
340.4413569713154880.8827139426309770.558643028684512
350.4104866996712790.8209733993425570.589513300328721
360.4315824041063820.8631648082127640.568417595893618
370.4008129118293160.8016258236586320.599187088170684
380.3521251910971440.7042503821942870.647874808902856
390.3173951397143850.6347902794287710.682604860285615
400.2807185521377110.5614371042754220.719281447862289
410.2895359235458110.5790718470916230.710464076454189
420.257805132040610.515610264081220.74219486795939
430.2852429647261340.5704859294522680.714757035273866
440.242319810396930.484639620793860.75768018960307
450.2132777340719150.4265554681438290.786722265928085
460.970147585261310.059704829477380.02985241473869
470.9695714757283010.06085704854339790.0304285242716989
480.9612362332521290.07752753349574210.0387637667478711
490.9518267645822260.09634647083554810.048173235417774
500.939258276879750.1214834462404990.0607417231202497
510.9309042621444850.1381914757110290.0690957378555147
520.9204265331378420.1591469337243150.0795734668621577
530.940546216143630.1189075677127410.0594537838563704
540.9252829362184960.1494341275630080.0747170637815042
550.9074021518701050.1851956962597910.0925978481298954
560.8872336770357910.2255326459284170.112766322964209
570.8733364417888550.253327116422290.126663558211145
580.8831595376026940.2336809247946110.116840462397306
590.8735769221176270.2528461557647460.126423077882373
600.8760191534673130.2479616930653740.123980846532687
610.8556006864903370.2887986270193270.144399313509663
620.8819416200061790.2361167599876430.118058379993821
630.8816145090001240.2367709819997520.118385490999876
640.8775896750733280.2448206498533430.122410324926672
650.8847012043470510.2305975913058980.115298795652949
660.8930014355383580.2139971289232840.106998564461642
670.8737311790032770.2525376419934460.126268820996723
680.8505554788943950.2988890422112110.149444521105605
690.8263850699974360.3472298600051290.173614930002564
700.830741888326940.3385162233461210.16925811167306
710.8015694214796730.3968611570406530.198430578520327
720.7693430401104620.4613139197790760.230656959889538
730.7399422474984350.5201155050031310.260057752501565
740.7160277361461340.5679445277077320.283972263853866
750.6815229592755030.6369540814489940.318477040724497
760.6921431188220920.6157137623558150.307856881177908
770.6548983474106030.6902033051787930.345101652589397
780.6339897567763360.7320204864473280.366010243223664
790.6000104466842870.7999791066314260.399989553315713
800.5599505523936540.8800988952126920.440049447606346
810.5175210353564620.9649579292870760.482478964643538
820.7965520222898840.4068959554202320.203447977710116
830.7634999179655270.4730001640689460.236500082034473
840.7288551542792040.5422896914415930.271144845720796
850.7237277797953490.5525444404093030.276272220204651
860.7465170439961240.5069659120077520.253482956003876
870.7140491419330670.5719017161338650.285950858066933
880.8267616740439030.3464766519121950.173238325956097
890.7982312576643450.4035374846713110.201768742335655
900.7648111690146040.4703776619707910.235188830985396
910.7309312249479990.5381375501040020.269068775052001
920.6920677892659510.6158644214680980.307932210734049
930.6533261261065040.6933477477869930.346673873893496
940.6596941108721810.6806117782556390.340305889127819
950.6570877423700330.6858245152599340.342912257629967
960.6194627449948390.7610745100103210.380537255005161
970.7042760611549160.5914478776901690.295723938845084
980.7153483074692430.5693033850615140.284651692530757
990.6760668911194630.6478662177610740.323933108880537
1000.6463216010078790.7073567979842410.353678398992121
1010.6048283687798740.7903432624402510.395171631220126
1020.6251412096119870.7497175807760260.374858790388013
1030.5835021417571660.8329957164856680.416497858242834
1040.5451913437462920.9096173125074170.454808656253708
1050.4989506873007810.9979013746015620.501049312699219
1060.4950901242794520.9901802485589050.504909875720548
1070.4566695982370260.9133391964740510.543330401762974
1080.4157424570727990.8314849141455980.584257542927201
1090.7762085419343410.4475829161313180.223791458065659
1100.7543802474751750.4912395050496490.245619752524825
1110.7417706610220860.5164586779558280.258229338977914
1120.7006660093081350.5986679813837310.299333990691865
1130.6637673581682370.6724652836635260.336232641831763
1140.6198294906048360.7603410187903280.380170509395164
1150.5724460908498550.8551078183002910.427553909150145
1160.5420425810325050.9159148379349890.457957418967495
1170.494028908854210.988057817708420.50597109114579
1180.4530218134467690.9060436268935380.546978186553231
1190.4066488603844920.8132977207689840.593351139615508
1200.3662501814520750.732500362904150.633749818547925
1210.3215648861174410.6431297722348810.678435113882559
1220.2865549095401410.5731098190802830.713445090459859
1230.2544650392620190.5089300785240390.745534960737981
1240.2316817398503690.4633634797007380.768318260149631
1250.1960560281634010.3921120563268020.803943971836599
1260.1788314485233890.3576628970467790.821168551476611
1270.1504370214319950.300874042863990.849562978568005
1280.145157585965110.290315171930220.85484241403489
1290.1264263969204510.2528527938409020.873573603079549
1300.1207063968088020.2414127936176050.879293603191198
1310.1931908113556370.3863816227112740.806809188644363
1320.1620016463062170.3240032926124350.837998353693783
1330.1500907113277050.300181422655410.849909288672295
1340.1929804835277810.3859609670555610.807019516472219
1350.2179019546267220.4358039092534450.782098045373278
1360.1839982953885690.3679965907771380.816001704611431
1370.2491239553305910.4982479106611820.750876044669409
1380.2043361110268960.4086722220537920.795663888973104
1390.1815614103967380.3631228207934760.818438589603262
1400.1477892316054240.2955784632108470.852210768394576
1410.1380123554213410.2760247108426820.861987644578659
1420.2708299055685760.5416598111371520.729170094431424
1430.2210945374592830.4421890749185660.778905462540717
1440.9967536373836410.00649272523271830.00324636261635915
1450.9982743879945880.003451224010823230.00172561200541161
1460.9965128954965650.006974209006869250.00348710450343462
1470.998487984007590.003024031984820670.00151201599241033
1480.9999970040596025.99188079591746e-062.99594039795873e-06
1490.9999893641703562.12716592884022e-051.06358296442011e-05
1500.9999676306618946.47386762130141e-053.2369338106507e-05
1510.9998914111441390.0002171777117219180.000108588855860959
1520.9996460555547290.0007078888905421080.000353944445271054
1530.9989125249079610.002174950184077890.00108747509203894
1540.9968313736882070.006337252623585420.00316862631179271
1550.990473887748030.01905222450394030.00952611225197017
1560.9756467587214660.04870648255706880.0243532412785344
1570.9414183888795270.1171632222409460.058581611120473
1580.8711508917440020.2576982165119960.128849108255998


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level110.0718954248366013NOK
5% type I error level130.0849673202614379NOK
10% type I error level170.111111111111111NOK