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  • Panel Regression versus Dynamic Models

    Dear all,
    I am trying to replicate a study, where I am regressing the change in capital expenditures(DELCAPEX) is regressed on cash flows(CAFLOW) and Market to Book ratio(MB). I also want to add Lags of my dependent variable (here,L.DELCAPEX) and independent variable( L.CAFLOW). I ran the following fixed effects regression code in Stata.

    Code:
    xtreg DELCAPEX  CAFLOW MB L.DELCAPEX L.CAFLOW  i.year,fe vce(robust
    I am having only 7 years of data. I don't know whether the above panel regression model is correct or not. Also
    1. Can I include lagged values of dependent variable and independent variables in the model and estimate it via panel regression?
    2. Does the no: of years(7 in my case) matter here?
    Any help in this regard will highly helpful to me

  • #2
    Ial:
    if you plan to include lagged values of the regressand as predictors, you should switch to Dynamic Models.
    Kind regards,
    Carlo
    (Stata 19.0)

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    • #3
      Thank you very much, Carlo
      Hence in some cases, if lagged dependent variables are included as independent variables, then it is better to use a dynamic model .Am I correct to certain extent?

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      • #4
        Yes, you're.
        Kind regards,
        Carlo
        (Stata 19.0)

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