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  • System-GMM and iv() option for instrumental variables

    Dear Statalisters:

    I have an elementary question about the use of the iv() option in xtdpdgmm. In the command below, "smei4" shows up both as an independent variable and as an instrumental variable in iv(). Is this command problematic? Do I need to lag the instrumental variable like "iv(smei4,lag(1 1) model(level))"? Is it also legitimate to use it like "iv(smei4,lag(0 1) model(level))" or is it problematic again?

    Thank you for your help.

    Taka

    Code:
    xtdpdgmm gdpgrow smei4 inflation gfcfgrow hfcegrow tradeopen l.lrgdpopc if id~=10,gmm(gdpgrow inflation  gfcf
    > grow hfcegrow  , lag(2 2) collapse model(diff)) gmm(gdpgrow inflation  gfcfgrow hfcegrow , lag(1 1) diff coll
    > apse model(level)) iv(smei4,model(level))  one vce(cl id) small
    
    Generalized method of moments estimation
    
    Fitting full model:
    Step 1         f(b) =  .47394918
    
    Group variable: id                           Number of obs         =       541
    Time variable: year                          Number of groups      =        20
    
    Moment conditions:     linear =      10      Obs per group:    min =         3
                        nonlinear =       0                        avg =     27.05
                            total =      10                        max =        29
    
                                        (Std. err. adjusted for 20 clusters in id)
    ------------------------------------------------------------------------------
                 |               Robust
         gdpgrow | Coefficient  std. err.      t    P>|t|     [95% conf. interval]
    -------------+----------------------------------------------------------------
           smei4 |   .2788973   .0764853     3.65   0.002     .1188117    .4389829
       inflation |   -.026597   .1618153    -0.16   0.871    -.3652804    .3120864
        gfcfgrow |   .2534804   .0579185     4.38   0.000     .1322556    .3747052
        hfcegrow |   .2839644   .2120591     1.34   0.196    -.1598803    .7278091
       tradeopen |  -.0363412    .008684    -4.18   0.001     -.054517   -.0181655
                 |
        lrgdpopc |
             L1. |  -.6204065   1.328873    -0.47   0.646     -3.40177    2.160957
                 |
           _cons |   9.264398   13.73028     0.67   0.508    -19.47342    38.00221
    ------------------------------------------------------------------------------
    Instruments corresponding to the linear moment conditions:
     1, model(diff):
       L2.gdpgrow L2.inflation L2.gfcfgrow L2.hfcegrow
     2, model(level):
       L1.D.gdpgrow L1.D.inflation L1.D.gfcfgrow L1.D.hfcegrow
     3, model(level):
       smei4
     4, model(level):
       _cons
    Last edited by Taka Sakamoto; 14 Aug 2023, 19:44.

  • #2
    An answer was provided in another topic:
    https://www.statalist.org/forums/for...10#post1724910
    https://www.kripfganz.de/stata/

    Comment


    • #3
      Thank you, Sebastian.

      Comment

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