Multiple Linear Regression - Estimated Regression Equation
Parental[t] = -2.65680401101486e-14 + 1.00000000000000Standards[t] + 0.999999999999999Best[t] + 1.00000000000000Performance[t] + 1Excellence[t] + 0.999999999999999Expectations[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)-2.65680401101486e-140-5.337100
Standards1.00000000000000068696996743257200
Best0.999999999999999077322598975816800
Performance1.00000000000000053528169233193200
Excellence1056206052416020500
Expectations0.999999999999999059017359039337100


Multiple Linear Regression - Regression Statistics
Multiple R1
R-squared1
Adjusted R-squared1
F-TEST (value)1.55470383404813e+30
F-TEST (DF numerator)5
F-TEST (DF denominator)152
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation1.54714534346309e-14
Sum Squared Residuals3.63836124497528e-26


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
11111.0000000000002-1.86691117805923e-13
277-6.12608115143102e-15
317171.18067665896588e-14
41010-8.4413608287485e-16
51212-2.42434767179544e-15
61212-4.95846266774762e-16
71111-4.35847577622514e-15
811113.49362523962373e-15
912126.82367421107632e-15
1013137.16936328542979e-15
1114141.08352229214418e-15
121616-6.05291802281138e-15
131111-3.90593651259474e-16
1410102.2402834060974e-15
1511112.88464340642885e-15
161515-2.32301929615634e-15
1799-3.90593651259474e-16
1811111.84735807748512e-15
191717-1.12897142312900e-15
2017175.74672842080907e-15
2111111.49110957992390e-15
221818-5.2788244698472e-16
2314141.66893037016780e-15
241010-3.90593651259474e-16
251111-2.96793992198415e-15
2615151.05852629392916e-15
2715152.94528783731010e-15
2813131.65069534592632e-15
291616-1.07766003482552e-16
3013134.47398897902955e-15
31996.12467351564397e-16
321818-1.40834275997939e-15
3318184.67001022787386e-15
3412123.61417872554474e-15
351717-1.58811097123877e-15
36994.98458756252793e-16
37992.13800244220747e-15
3812123.69595432843291e-16
3918181.49308181637967e-15
4012123.64469387856098e-15
411818-1.14504749719689e-15
4214145.66093133595112e-15
4315151.22781932502354e-15
4416161.66893037016780e-15
451010-8.0582157435116e-16
4611111.08352229214418e-15
4714144.98458756252793e-16
4899-2.14480634091483e-15
491212-3.62729962676029e-15
5017173.46091363864431e-15
5155-2.14480634091483e-15
5212124.67001022787386e-15
5312124.45791290496164e-15
5466-1.95627619255832e-15
5524241.83726626853026e-15
5612124.67001022787386e-15
5712121.08352229214418e-15
581414-1.26181817385017e-15
59775.77629707317773e-15
6013134.67001022787386e-15
6112122.94528783731010e-15
6213134.007660844424e-15
6314142.66553563319064e-15
64885.60463033983395e-15
6511114.21961364039418e-15
6699-3.90593651259474e-16
6711112.94528783731010e-15
6813134.82967567844166e-15
6910103.33860583792857e-15
7011111.33112352078059e-15
7112124.07429337564769e-15
7299-2.32301929615634e-15
7315156.12467351564397e-16
741818-1.07897942669896e-15
7515154.67001022787386e-15
7612122.20084832893404e-15
7713131.08352229214418e-15
7814142.2402834060974e-15
791010-7.9941649816154e-15
8013132.42250705870786e-15
811313-3.90593651259474e-16
8211114.24483885799875e-15
8313132.56166830799615e-15
8416162.74422720194282e-15
85881.22781932502354e-15
861616-8.0582157435116e-16
8711115.88652953075434e-15
88991.22781932502354e-15
891616-2.52525642732676e-16
9012121.08352229214418e-15
9114141.18833361404518e-15
92884.07429337564769e-15
93994.47894500439334e-15
941515-3.90593651259474e-16
951111-4.03591515428926e-15
9621215.25170071388139e-15
971414-7.51897450068611e-16
9818181.18122809793941e-15
991212-1.58732112635287e-15
10013132.21929943653966e-15
1011515-2.52525642732676e-16
10212123.42246330903420e-16
10319192.78388766326633e-15
1041515-3.90593651259474e-16
10511116.80302164762539e-15
10611111.16277699033379e-15
10710105.77629707317773e-15
1081313-1.07897942669896e-15
10915154.67001022787386e-15
11012121.49308181637967e-15
11112121.93796087111563e-15
11216163.91233508004863e-15
113993.69595432843291e-16
11418184.30012078984046e-15
115882.94528783731010e-15
1161313-1.88491435141932e-15
11717173.91233508004863e-15
11899-1.55539937025935e-15
11915156.57657474451254e-16
12088-1.26181817385017e-15
12177-2.52525642732676e-16
12212122.97580299032634e-15
12314141.12730330801270e-15
12466-1.04435688974773e-17
12588-1.06976158596646e-16
12617176.32100850739869e-16
1271010-3.90593651259474e-16
12811112.49741581819231e-15
1291414-3.90593651259474e-16
1301111-5.86153175616588e-16
13113131.83726626853026e-15
1321212-3.78157733029553e-17
1331111-2.51020147807165e-15
134994.67001022787386e-15
1351212-9.36652126334298e-16
13620204.67001022787386e-15
1371212-5.86153175616588e-16
1381313-2.52525642732676e-16
13912127.69469621799674e-16
14012124.98458756252793e-16
141996.23244782449735e-15
1421515-3.15466750034976e-15
14324242.71371204892658e-15
14477-4.13344237450995e-15
1451717-3.90593651259474e-16
14611111.47999320781359e-15
1471717-3.90593651259474e-16
14811111.90248718879454e-15
14912121.08352229214418e-15
1501414-3.78157733029553e-17
15111112.56166830799615e-15
1521616-5.55789665505415e-15
15321211.08352229214418e-15
1541414-2.07920588466979e-15
15520202.94528783731010e-15
1561313-3.90593651259474e-16
15711111.05852629392916e-15
1581515-2.63408316971069e-15
15919NANA


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
90.0006662246840313110.001332449368062620.999333775315969
100.01152440296456870.02304880592913750.988475597035431
110.001530212177893430.003060424355786870.998469787822106
120.002215306289020600.004430612578041200.99778469371098
130.00170269358503120.00340538717006240.998297306414969
141.33213774753360e-072.66427549506721e-070.999999866786225
155.69819777668368e-091.13963955533674e-080.999999994301802
161.07055242362315e-142.14110484724629e-140.99999999999999
174.54358849776291e-119.08717699552581e-110.999999999954564
189.4503051272602e-141.89006102545204e-130.999999999999906
195.59859453874227e-121.11971890774845e-110.9999999999944
203.04186332258892e-076.08372664517784e-070.999999695813668
210.5357178833708690.9285642332582620.464282116629131
221.00702468622744e-102.01404937245489e-100.999999999899298
233.00437210878664e-156.00874421757328e-150.999999999999997
246.98427516624282e-050.0001396855033248560.999930157248338
251.70942557174713e-133.41885114349426e-130.999999999999829
261.41050510355805e-182.82101020711611e-181
273.32471193124165e-076.6494238624833e-070.999999667528807
281.31598892615038e-192.63197785230075e-191
290.999999999999111.77922350605650e-128.89611753028252e-13
303.20481090617697e-096.40962181235394e-090.99999999679519
316.218533232402e-111.2437066464804e-100.999999999937815
327.07673762244338e-050.0001415347524488680.999929232623776
330.2839446377226930.5678892754453850.716055362277307
340.9999999957115248.57695174713783e-094.28847587356891e-09
351.07380598771954e-202.14761197543909e-201
363.55822249519096e-337.11644499038191e-331
379.27584800643776e-050.0001855169601287550.999907241519936
381.10901374120808e-232.21802748241615e-231
392.21349287881445e-054.42698575762889e-050.999977865071212
400.9721888874849560.05562222503008870.0278111125150444
410.0007356633728905540.001471326745781110.99926433662711
424.65656290656921e-159.31312581313842e-150.999999999999995
436.01121768029407e-091.20224353605881e-080.999999993988782
443.09014841975990e-246.18029683951979e-241
455.99123960212877e-121.19824792042575e-110.999999999994009
460.9999999999999637.38708709982437e-143.69354354991219e-14
475.9158145171579e-141.18316290343158e-130.99999999999994
487.92776261543991e-091.58555252308798e-080.999999992072237
493.74219588174663e-187.48439176349327e-181
500.9999989139380822.17212383655960e-061.08606191827980e-06
511.83766228940365e-053.6753245788073e-050.999981623377106
520.9982548398917850.003490320216430160.00174516010821508
530.9999939847439561.20305120878462e-056.01525604392312e-06
545.79283674955538e-221.15856734991108e-211
555.6452979269295e-061.1290595853859e-050.999994354702073
565.23709400560721e-101.04741880112144e-090.99999999947629
576.33325353062766e-091.26665070612553e-080.999999993666747
582.88484006987951e-305.76968013975903e-301
5913.49853746504322e-201.74926873252161e-20
600.001722473659664740.003444947319329480.998277526340335
610.9999999999998652.70383262038728e-131.35191631019364e-13
620.005527948041681460.01105589608336290.994472051958319
631.18107245907214e-152.36214491814428e-150.999999999999999
646.75722776764388e-471.35144555352878e-461
650.9995011733416460.0009976533167072680.000498826658353634
663.09952957835378e-056.19905915670757e-050.999969004704216
675.64992261872775e-151.12998452374555e-140.999999999999994
680.9966816463063750.006636707387249620.00331835369362481
690.5968247331917740.8063505336164520.403175266808226
700.02092821346440160.04185642692880320.979071786535598
711.08638006564165e-312.17276013128331e-311
720.9999655194460226.89611079563952e-053.44805539781976e-05
731.79490050411299e-723.58980100822598e-721
741.04517154407862e-122.09034308815725e-120.999999999998955
750.9999999999998792.42639288073833e-131.21319644036916e-13
760.002816271682751080.005632543365502170.997183728317249
777.87200434166436e-391.57440086833287e-381
7812.58993171204631e-511.29496585602315e-51
790.9999979308422364.13831552758221e-062.06915776379110e-06
804.81071051417498e-439.62142102834997e-431
8113.87715571283853e-331.93857785641927e-33
820.9816215253392210.03675694932155760.0183784746607788
830.998042496778960.003915006442080850.00195750322104043
8411.75823948399623e-648.79119741998113e-65
8514.07331118603039e-432.03665559301519e-43
867.66819454319872e-191.53363890863974e-181
870.9999999902110251.95779498920523e-089.78897494602615e-09
880.9997686300178970.0004627399642064260.000231369982103213
891.97300104527200e-063.94600209054399e-060.999998026998955
901.53169089566197e-173.06338179132395e-171
910.9999999971686835.66263417594927e-092.83131708797464e-09
920.04460848702280630.08921697404561250.955391512977194
930.9999999641948467.1610307346585e-083.58051536732925e-08
9413.21518104225792e-271.60759052112896e-27
9512.42423022762367e-351.21211511381184e-35
9613.95650342684721e-251.97825171342361e-25
970.9658589948121880.06828201037562310.0341410051878116
981.25050959236739e-112.50101918473477e-110.999999999987495
991.15746185188430e-082.31492370376861e-080.999999988425381
1000.9999999963724077.2551864214854e-093.6275932107427e-09
10114.42857421297135e-222.21428710648567e-22
1020.9999999999672366.55283376743271e-113.27641688371636e-11
1030.9999999999998313.37132285092664e-131.68566142546332e-13
10414.89436055401629e-302.44718027700814e-30
1053.61677298513517e-087.23354597027034e-080.99999996383227
1060.999936085892990.0001278282140204946.3914107010247e-05
1070.0001242024456955850.0002484048913911700.999875797554304
1084.01330776508591e-338.02661553017182e-331
10914.67941946814384e-182.33970973407192e-18
11013.50320966198872e-161.75160483099436e-16
1110.9999999903207731.93584540327106e-089.6792270163553e-09
1120.999999753918384.9216323981864e-072.4608161990932e-07
1130.9999999999999941.18913102476947e-145.94565512384737e-15
1140.9460073658980160.1079852682039680.0539926341019838
11514.4408115856297e-262.22040579281485e-26
1160.9999999999998243.52326296740756e-131.76163148370378e-13
1170.9999425108090540.0001149783818913195.74891909456597e-05
1180.01645580687853310.03291161375706620.983544193121467
11911.97622225235386e-369.88111126176928e-37
1200.9190092323035740.1619815353928510.0809907676964256
12116.96865285271432e-233.48432642635716e-23
12215.76350193630122e-162.88175096815061e-16
1230.9999999999993131.37343076211827e-126.86715381059137e-13
1240.9999983148975483.3702049050245e-061.68510245251225e-06
1250.999999996596796.80641867444525e-093.40320933722262e-09
1260.1434061502065750.2868123004131500.856593849793425
1270.002740536284434650.005481072568869300.997259463715565
1280.9999904624920261.90750159482805e-059.53750797414027e-06
1294.31371288288625e-308.62742576577249e-301
13015.83199629911265e-202.91599814955632e-20
1310.3464704042132880.6929408084265750.653529595786712
13212.19443606097777e-181.09721803048889e-18
1330.9999999999572768.544755065743e-114.2723775328715e-11
1340.9999999999981033.79389036876307e-121.89694518438154e-12
1350.9999972525834975.49483300560415e-062.74741650280208e-06
1360.9999999999999911.70672325510816e-148.5336162755408e-15
1370.2536709280458030.5073418560916060.746329071954197
1380.9999999245560371.50887925836799e-077.54439629183993e-08
1390.9999882270057672.35459884657689e-051.17729942328844e-05
1400.9999999994767281.04654471689541e-095.23272358447707e-10
1410.999935613998210.0001287720035812566.43860017906282e-05
1420.9999999999998772.46565586437393e-131.23282793218696e-13
1430.9999999242042961.51591407448704e-077.5795703724352e-08
1440.999998732061822.53587635859775e-061.26793817929887e-06
1450.999997250322645.49935471965006e-062.74967735982503e-06
1460.8899918473158730.2200163053682530.110008152684127
1470.9999997770918684.45816262870783e-072.22908131435392e-07
1480.9970310014787450.005937997042510370.00296899852125518
1490.9993447020600080.001310595879984020.000655297939992008
1500.7654423776980450.469115244603910.234557622301955


Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level1240.873239436619718NOK
5% type I error level1290.908450704225352NOK
10% type I error level1320.929577464788732NOK