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  • panel probit specification(pa,re, or pooled)

    Hi,

    I have an unbalanced panel data (1000 firms, for the period 2002-2009).

    I am trying to estimate the probability of survival using probit model.

    I have three options:

    1)xtprobit, re
    xtprobit x_status x1 x2 x3 timedummy i.sector ,re

    2)xtprobit,pa
    xtprobit x_status x1 x2 x3 timedummy i.sector ,pe

    3) fixed effect by adding firm dummies.
    probit x_status x1 x2 x3 timedummy i.sector i.firmid



    The estimation results are NOT sensitive to the number of quadrature points, therefore I have eliminated first option. 3rd suffers from incidental parameter problem, so this goes as well.
    The manual tells that I can use pa estimates.

    I can also use pooled probit with only sector dummies (probit x_status x1 x2 x3 timedummy i.sector )

    I do not know which one to choose.
    I need some guidance.
    Thanks
    Nazlı
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