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  • How to test this model? Collinearity concerns

    Dear all,

    Currently I am trying to test the following model:
    ROA = alpha + beta_1 * FamilyFirm + B_t(Control Variables)

    FamilyFirm: Dummy variable which is 1 if a firm is a family firm, 0 otherwise. (This, however is the same for all years for each firm)

    My teacher told me it was best to use fixed effects. state-time fixed effects and industry fixed effects.
    I am trying to run the model as following:

    xtreg roa FamilyFirm , fe vce(robust)

    With everything I try, stata is deleting the familyfirm variable due to collinearity.

    How should I test this model? I want to test whether family firms performed better or not. How do I include the state-time fixed effects and industry fixed effects? I do have an industry, state and time variable.

    Last question: how do I test for heteroskedasticity?

    I am looking forward to your replies.

    Best regards,
    Lucas

  • #2
    Lucas:
    see my reply at: https://www.statalist.org/forums/for...f-collinearity
    Kind regards,
    Carlo
    (Stata 19.0)

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