Table V.

ARIMA Models considered more efficient

ARCH - LM test
Coefficientp-valueTR2Probability χ2
CDIARIMA (2.1.3)  
 θ10.27700.00000.0900.764
θ2−0.94860.0000
φ1−0.23310.0000
φ20.96380.0000
φ30.04890.0105
TIRUSSIAARIMA (3.1.4)   
 θ11.43900.0000112.0240.000
θ2−1.35850.0000
θ30.61580.0000
φ1−1.36990.0000
φ20.88040.0000
φ3−0.17900.0001
φ4−0.28110.0000
MIBORARIMA (4.1.5)  
 θ1−0.30050.0000224.0000.000
θ2−0.81660.0000
θ3−0.19040.0001
θ4−0.28410.0000
φ1−0.22650.0000
φ20.71700.0000
φ3−0.40090.0000
φ40.15330.0034
φ5−0.45870.0000
SHIBORARIMA (1.1.1)  
 θ10.88550.0000166.6700.000
φ1−0.98030.0000
TICHILEARIMA (3.1.3)  
 θ10.76620.00000.8820.348
θ20.98340.0000
θ3−0.76140.0000
φ1−0.90280.0000
φ2−0.98090.0000
φ30.90370.0000
BAIBORARIMA (3.1.4)  
 θ1−0.72230.0000535.4560.000
θ2−0.50300.0000
θ30.39700.0000
φ10.63620.0000
φ20.11880.0000
φ3−0.84050.0000
φ4−0.28050.0000
TIEEARIMA (4.1.5)  
 θ1−1.62790.000027.9670.000
 θ2−1.03270.0000
 θ3−1.11490.0000
 θ4−0.73090.0000
 φ11.91670.0000
 φ21.57010.0000
 φ31.58220.0000
 φ41.18370.0000
 φ50.23920.0000
SABORARIMA (0.2.1) ARCH - LM test
 φ1−0.98660.00000.0340.855
FFUNDSARIMA (5.15)  
 θ11.32020.0000567.9790.000
θ2−1.46540.0000
θ30.90560.0000
θ4−0.64580.0000
θ50.28870.0000
φ1−1.36860.0000
φ21.30850.0000
φ3−0.80840.0000
φ40.47600.0000
φ5−0.31890.0000
EURIBORARIMA (4.1.5)  
 θ12.05420.0000463.0240.000
θ2−2.28310.0000
θ31.95960.0000
θ4−0.73630.0000
φ1−2.31710.0000
φ22.69540.0000
φ3−2.39340.0000
φ41.08470.0000
φ5−0.06490.0126
TMIRARIMA (3.1.3)  
 θ1−1.18920.0000189.6310.000
θ2−0.38500.0000
θ30.35430.0000
φ10.91060.0000
φ2−0.08580.0000
φ3−0.66750.0000

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