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  • AIC and BIC information criterion for frontier models

    Hi everyone,
    I used xtfrontier command for panel data in STATA 13, and then calculate AIC and BIC information criterion for 3 frontier models with results in the following. Could you please explain for me which model is the best and why?

    . estimates stats A B C, n(114)

    Akaike's information criterion and Bayesian information criterion

    -------------------------------------------------------------------------------------------
    Model | Obs ll(null) ll(model) df AIC BIC
    ---------+--------------------------------------------------------------------------------
    A | 114 . 81.04466 8 -146.0893 -124.1997
    B | 114 . 80.87785 7 -147.7557 -128.6023
    C | 114 . 78.70014 7 -143.4003 -124.2469
    -------------------------------------------------------------------------------------------
    Note: N=114 used in calculating BIC

    Thank you!
    Regards,
    Duy Nguyen
    UiT, Norway
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