Research Article

A Comparative Study of VaR Estimation for Structured Products

Table 2

Order determination of selected models.

Products

RUD notesSPO notesDJQ notes
Time series modelsAICSBICAICSBICAICSBIC

Panel A: AR( )-ARCH(p) models

AR( )-ARCH( )
AR( )-ARCH( )
AR( )-ARCH( )
AR( )-ARCH( )
AR( )-ARCH( )

Panel B: AR( )-GARCH(p, q) models

AR( )-GARCH(1,1)
AR( )-GARCH(1,2)
AR( )-GARCH(1,3)
AR( )-GARCH(1,4)
AR( )-GARCH(1,5)
AR( )-GARCH(2,1)
AR( )-GARCH(2,2)
AR( )-GARCH(2,3)
AR( )-GARCH(2,4)
AR( )-GARCH(2,5)

Panel C: AR( )-EGARCH(p, q) models

AR( )-EGARCH(1,1)
AR( )-EGARCH(1,2)
AR( )-EGARCH(1,3)
AR( )-EGARCH(1,4)
AR( )-EGARCH(1,5)
AR( )-EGARCH(2,1)
AR( )-EGARCH(2,2)
AR( )-EGARCH(2,3)
AR( )-EGARCH(2,4)
AR( )-EGARCH(2,5)

Note that AIC and SBIC denote Akaike information criterion and Schwartz Bayesian information criterion, respectively.