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  • invariant regressors

    Dear all,

    I can't understand what's going on.. I have panel data and when i run BE in stata, individual-invariant regressor is not dropping out. I actually want to use a FE model with the individual-invariant variable and i used between estimator to check the result.. My individual-invariant regressor is tax rate which is the same for each company (and changes every one or three years). I have only one regressor (taxrate) and my depvariable and i haven't add time variable in model due to collinearity with rate.

    Thank you

  • #2
    Vaggelis:
    the trivial explanation is that, unlike within estimator, -be- estimator is not supposed to wipe-out time-invariant predictors, as you can see from the following toy-example:
    Code:
    . use "http://www.stata-press.com/data/r15/nlswork.dta"
    (National Longitudinal Survey.  Young Women 14-26 years of age in 1968)
    
    . xtreg ln_wage i.race, be
    
    Between regression (regression on group means)  Number of obs     =     28,534
    Group variable: idcode                          Number of groups  =      4,711
    
    R-sq:                                           Obs per group:
         within  = 0.0000                                         min =          1
         between = 0.0198                                         avg =        6.1
         overall = 0.0186                                         max =         15
    
                                                    F(2,4708)         =      47.53
    sd(u_i + avg(e_i.))=  .4204359                  Prob > F          =     0.0000
    
    ------------------------------------------------------------------------------
         ln_wage |      Coef.   Std. Err.      t    P>|t|     [95% Conf. Interval]
    -------------+----------------------------------------------------------------
            race |
          black  |  -.1280888   .0136568    -9.38   0.000    -.1548625   -.1013151
          other  |   .1127399   .0561628     2.01   0.045     .0026345    .2228453
                 |
           _cons |   1.685266   .0072869   231.27   0.000     1.670981    1.699552
    ------------------------------------------------------------------------------
    As an aside, I fail to get why checking the results of a -fe- panel data regression with a pretty different specification, such as -be-.
    Kind regards,
    Carlo
    (Stata 19.0)

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    • #3
      You should look at user-written xthybrid and Mundlak estimators.

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