Multiple Linear Regression - Estimated Regression Equation
y[t] = + 2324.06337309061 -226.385033603346x[t] + 1.00000000000397e[t] -451.374973249477M1[t] -635.461053319472M2[t] -583.133697992863M3[t] -694.556342649877M4[t] -555.478987326081M5[t] -609.464131986534M6[t] -532.074276654237M7[t] -515.434421318189M8[t] -460.857065991642M9[t] -319.717210652969M10[t] -118.389855331297M11[t] -1.76485533229719t + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)2324.063373090610391994456299.7100
x-226.3850336033460-40968471038.410600
e1.00000000000397099080923473.948200
M1-451.3749732494770-62141692481.368500
M2-635.4610533194720-87487525132.802600
M3-583.1336979928630-80298493501.312700
M4-694.5563426498770-95657757006.297500
M5-555.4789873260810-76514752724.353200
M6-609.4641319865340-83961830707.042800
M7-532.0742766542370-73308372722.692900
M8-515.4344213181890-71022124802.873600
M9-460.8570659916420-63506294859.591100
M10-319.7172106529690-44059358800.200400
M11-118.3898553312970-16315471444.073100
t-1.764855332297190-54485534203.345800


Multiple Linear Regression - Regression Statistics
Multiple R1
R-squared1
Adjusted R-squared1
F-TEST (value)2.71659098471517e+21
F-TEST (DF numerator)14
F-TEST (DF denominator)177
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation2.05236939072391e-08
Sum Squared Residuals7.45562960528537e-14


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
116871687.00000000808-8.07841035921319e-09
215081508.00000000584-5.83990233320611e-09
315071506.999999999955.4426155940564e-11
413851385.00000001060-1.05963719974158e-08
516321632.00000000253-2.53304427804870e-09
615111511.00000000952-9.523306307422e-09
715591559.00000000942-9.41581624232455e-09
816301630.00000001339-1.33862390790312e-08
915791579.00000000722-7.22352819159455e-09
1016531653.00000001334-1.33385652060095e-08
1121522151.999999993906.0965645449989e-09
1221482148.00000000242-2.42493231019157e-09
1317521751.999999990889.12167988479288e-09
1417651765.00000001937-1.93749008670963e-08
1517171716.999999987301.27036665936512e-08
1615581557.999999993806.19782694265761e-09
1715751575.00000001482-1.48243979350528e-08
1815201520.00000002208-2.2077405608368e-08
1918051804.999999992917.09144566142088e-09
2018001799.999999996583.42017011734905e-09
2117191719.0000000203-2.02984885061949e-08
2220082007.999999997272.73240042868976e-09
2322422241.999999986781.32208344891252e-08
2424782478.00000001625-1.62531975043710e-08
2520302030.0000000345-3.44996665995736e-08
2616551654.999999991468.54383558228406e-09
2716931692.999999988721.12811436977333e-08
2816231622.999999996583.42205455441808e-09
2918051804.999999988261.17446700512943e-08
3017461745.999999995494.50749910424557e-09
3117951794.999999995394.61343612025048e-09
3219261926.00000003960-3.95978404096195e-08
3316191619.00000003242-3.24194690964559e-08
3419921991.999999999722.78160187773732e-10
3522332232.999999989261.07385815492939e-08
3621922191.999999987641.23643504036851e-08
3720802080.00000004722-4.7215917088588e-08
3817681768.00000004442-4.44226282520115e-08
3918351835.0000000388-3.88006512972592e-08
4015691568.999999998881.11844795414448e-09
4119761976.00000004145-4.1452151067455e-08
4218531853.00000004844-4.84351812189409e-08
4319651965.00000004858-4.85793121300945e-08
4416891689.00000000117-1.17471079114745e-09
4517781777.999999996573.43156483519882e-09
4619761976.00000000218-2.17628455622343e-09
4723972397.00000004243-4.24303334519505e-08
4826542654.00000004199-4.19875341978733e-08
4920972096.999999959804.01986642182907e-08
5019631962.999999957714.22853855357526e-08
5116771676.999999990699.30897194582681e-09
5219411940.999999962883.71237995293998e-08
5320032002.999999954084.59228952671764e-08
5418131812.999999960793.92057484528335e-08
5520122011.999999961283.87162237235464e-08
5619121911.999999964583.542193729044e-08
5720842083.99999995934.06988797286203e-08
5820802079.999999965113.48930606660695e-08
5921182117.999999993846.15952582074438e-09
6021502149.999999992507.49551147551065e-09
6116081607.999999970382.96222248332568e-08
6215031502.999999998411.59375792088297e-09
6315481547.999999992707.30320635232327e-09
6413821381.999999973172.68253093200337e-08
6517311730.999999995524.48491647098744e-09
6617981797.999999973252.67476903115042e-08
6717791778.999999972882.71233046450325e-08
6818871886.999999977002.30033785942211e-08
6920042003.99999997152.84986444527535e-08
7020772076.999999977612.2387048256731e-08
7120922091.999999996263.74488538910021e-09
7220512050.999999964633.5370711792735e-08
7315771576.999999982771.72273963574418e-08
7413561355.999999980341.96595114930373e-08
7516521651.999999995634.37243613251533e-09
7613821381.999999985691.43073785097880e-08
7715191518.999999977192.28086856433213e-08
7814211420.999999984271.57263828537918e-08
7914421441.999999984061.59434052155156e-08
8015431542.999999988151.18513692949975e-08
8116561656.00000000264-2.63762036919011e-09
8215611560.999999988081.19179153360686e-08
8319051904.999999978032.19693828115688e-08
8421992198.999999997732.26536140074465e-09
8514731472.999999994885.12248497414851e-09
8616551654.999999994055.95454176678693e-09
8714071406.999999987171.28272900120439e-08
8813951395.00000000826-8.26204735721309e-09
8915301529.999999999752.47186133059207e-10
9013091308.999999996353.65326504916263e-09
9115261525.999999996913.09211978030868e-09
9213271326.999999999811.91071299220913e-10
9316271627.00000000504-5.04035749896028e-09
9417481748.00000001134-1.13425131063771e-08
9519581958.00000000076-7.58746049539306e-10
9622742273.999999990559.44960078643467e-09
9716481647.999999998091.90988477885181e-09
9814011401.00000000555-5.55473711891312e-09
9914111410.999999999712.93506488320248e-10
10014031403.00000000081-8.11623319851292e-10
10113941394.00000000173-1.73075860806771e-09
10215201519.999999999702.97746849632427e-10
10315281527.999999999435.66422424655038e-10
10416431643.00000000358-3.58131204403513e-09
10515151515.00000000711-7.11359615663907e-09
10616851685.00000001361-1.36101744337475e-08
10720001999.999999993446.55663593620266e-09
10822152214.999999992837.1661187200094e-09
10919561956.00000002183-2.18307859104518e-08
11014621461.999999998311.68513975268266e-09
11115631562.999999992837.17218478993919e-09
11214591459.00000000355-3.5517701794187e-09
11314461446.00000001446-1.44550411470531e-08
11416221622.00000002263-2.26251137672573e-08
11516571657.00000000246-2.463682605686e-09
11616381638.00000000608-6.0793306558593e-09
11716431643.00000000014-1.3959196404514e-10
11816831683.00000002612-2.61200785230927e-08
11920502049.999999996163.84032232573584e-09
12022622262.00000001554-1.55383616331094e-08
12118131813.00000003378-3.37808928630275e-08
12214451445.00000000077-7.65205255512978e-10
12317621762.00000002614-2.61356836044261e-08
12414611461.00000000608-6.07765938161099e-09
12515561555.999999998411.59052393362959e-09
12614311431.00000000438-4.38458421926998e-09
12714271427.00000003407-3.40685217398947e-08
12815541554.00000000826-8.26373548349319e-09
12916451645.00000000367-3.66522900630562e-09
13016531653.00000003852-3.85188128897691e-08
13120162015.999999998541.45737577472820e-09
13222072207.00000002784-2.7837924614082e-08
13316651665.00000000571-5.7111188857802e-09
13413611361.00000000295-2.94963139942894e-09
13515061505.999999996643.3629077509735e-09
13613601360.00000000819-8.19438864038994e-09
13714531452.999999999524.81617197453916e-10
13815221522.00000000726-7.26382112986579e-09
13914601460.00000000672-6.71729230244482e-09
14015521552.00000001077-1.07736884834360e-08
14115481548.00000000480-4.79813241641111e-09
14218271827.00000001173-1.17274054580844e-08
14317371737.00000003995-3.99527892745115e-08
14419411941.0000000393-3.92996489120618e-08
14514741473.999999957474.2529299457551e-08
14614581458.00000000585-5.85258076686026e-09
14715421542.00000000030-2.97909898740287e-10
14814041404.00000001089-1.08870040048760e-08
14915221522.00000000231-2.31011981474448e-09
15013851385.00000000924-9.2376219483148e-09
15116411640.999999959954.00463598804971e-08
15215101510.00000001312-1.31246489431071e-08
15316811681.00000000784-7.84388232647993e-09
15419381937.999999964693.53139578687087e-08
15518681868.00000000299-2.9907596204189e-09
15617261725.999999950964.90360631046830e-08
15714561455.999999969923.00829980686564e-08
15814451445.00000000832-8.31869855247611e-09
15914561455.999999999475.25742440810668e-10
16013651365.00000001325-1.32499983286487e-08
16114871487.00000000169-1.68911048868104e-09
16215581557.999999972442.75575678566464e-08
16314881488.00000001186-1.18641763295563e-08
16416841683.999999976332.36668516865271e-08
16515941594.00000001002-1.00164664528328e-08
16618501849.999999976852.31455949973408e-08
16719981998.00000000602-6.02466040749732e-09
16820792079.00000000488-4.88310541602843e-09
16914941494.00000001259-1.25857091966035e-08
17010571056.999999976852.31513005650348e-08
17112181217.99999999964.00344749668489e-10
17211681168.00000001254-1.25381522596376e-08
17312361236.00000000176-1.76288250005544e-09
17410761075.999999980601.94007854405194e-08
17511741174.00000001069-1.06878643438212e-08
17611391138.999999984241.57601034467787e-08
17714271426.999999979422.05763011179852e-08
17814871487.00000001548-1.54834977974808e-08
17914831482.999999974052.59497321738463e-08
18015131512.999999972712.72936370799242e-08
18113571357.00000001211-1.21121316697520e-08
18211651165.00000000980-9.79518807095607e-09
18312821282.00000000437-4.37158230932092e-09
18411101110.00000001483-1.48258013413797e-08
18512971297.00000000652-6.52298885776388e-09
18611851185.00000001355-1.35496517188970e-08
18712221222.00000001340-1.33960517574046e-08
18812841284.00000001733-1.73333758398054e-08
18914441443.999999992017.99097185055156e-09
19015751574.999999998351.64919422940239e-09
19117371737.00000000758-7.57655201142678e-09
19217631763.00000000222-2.21665017600935e-09