Announcement

Collapse
No announcement yet.
X
  • Filter
  • Time
  • Show
Clear All
new posts

  • Control variables for interaction effects.

    Hello! I'm new to econometrics and this might be a dumb question.. but if I were to include an interaction term, do I also have to input the variables separately as a control variable?
    For example, Y = a + beta1 + beta2 + beta1*beta2. This contains all of the variables separately as a control. Is this always the right way to go? I used to think it is, but sometimes, I get confused because some papers have a model like Y = a + beta1 + beta1*beta2. Is this bad practice?
    When would some one include all of the variables separately as controls and not for others?

  • #2
    there are special situations where one can, or even must, leave out one of the terms but in general you want to include all terms that are part of an interaction; Stata makes it easy to do this via factor variable notation; see
    Code:
    h fvvarlist

    Comment


    • #3
      In economics I suspect that the most common special case is a fixed effects model where on of the variables is a time constant variable. The interaction changes over time, so it can be estimated, but the main effect cannot. This is not a problem, as the time constant main effect is included in the fixed effects. So this is one such special case where you include an interaction without (explicitly) including all main effects.
      ---------------------------------
      Maarten L. Buis
      University of Konstanz
      Department of history and sociology
      box 40
      78457 Konstanz
      Germany
      http://www.maartenbuis.nl
      ---------------------------------

      Comment


      • #4
        Maarten Buis Thank you for your reply! I am used to fixed effects, but what do you mean by "the time constant main effect is included in the fixed effects?" Did you mean the time constant variable is a separate variable in a fixed effects model? or that because we're including fixed effects, the time trend gets wiped off?

        Comment


        • #5
          Neither. I mean that the fixed effects capture all time constant variables.
          ---------------------------------
          Maarten L. Buis
          University of Konstanz
          Department of history and sociology
          box 40
          78457 Konstanz
          Germany
          http://www.maartenbuis.nl
          ---------------------------------

          Comment

          Working...
          X