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  • Can dummy variable interact with year to overcome the collinear in Fixed effect?

    I would like to ask if dummy variable found collinearity in Fixed effect, can dummy variable interact with year?
    I measure ownership 1 is foreign ownership, otherwise 0.
    the following is my model, but i am not sure whether Ownership * Year is right.


    Y = B0 + B1 * Ownership + B2 * (Ownership * Year ) + Controls + GDP

    eg:
    COMPANY A 2023 1 2023
    COMPANY A 2024 1 2024
    COMPANY B 2023 0 0
    COMPANY B 2024 0 0
    COMPANY C 2023 0 0
    COMPANY C 2024 0 0




  • #2
    Yong:
    welcome to this forum.
    If your predictor is time-invariant, it is wiped out by the -fe- estimator.
    From your (limited) example, it would seem that owbership is time-invariant.
    Eventually, I fail to see the rationale behind your proposed interaction: what is the reaearch question it will answer to?
    Kind regards,
    Carlo
    (Stata 19.0)

    Comment


    • #3
      Thank you for reply.
      The research question is the how ownership can impact company performance

      Comment


      • #4
        Yong:
        given your research question, I would not interact Ownership with Year and code:
        Code:
        xtreg <depvar> i.Ownership i.year Controls GDP, fe
        Depending on the number of your panels (30, at least) I would consider (or not) -vce(cluster panelid)- standard errors.
        Kind regards,
        Carlo
        (Stata 19.0)

        Comment

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