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  • teffects psmatch r(459) error no match with caliper

    Good morning everyone,

    I found only a few posts concerning my problem and unfortunately none of them provided clear solution steps... Here is the issue :
    I have a household survey dataset. I'm interested in the effect of the treatment elec on child labor, i.e. variable "wwork" for subsample with kid==1. I want the AT effect on the treated. (elec==1 if treated).
    The code:


    frequency weights computation
    gen tp=1000*weight
    gen newweight=round(tp)

    subsample with kids
    gen mysample=1 if kid==1

    propensity scores computation to define the common support interval
    logit elec nb_kids06 floor_area nb_rooms cons nb_asscap cement HH_age HH_age2 HH_lit water if mysample==1 [fw=newweight]
    predict score if e(sample)
    gen mysupport=1 if score>=0.005 & score<=0.99

    command teffects with caliper
    teffects psmatch (wwork) (elec nb_kids06 floor_area nb_rooms cons nb_asscap cement HH_age HH_age2 HH_lit water, logit) if mysupport==1 & mysample==1 [fw=newweight], caliper(0.04) atet

    I get the following error message:
    no propensity-score matches for observation 3 within caliper 0.04; this is not allowed
    r(459) ;


    using (osample) to remove non-matched observations doesn't work (as previous users pointed it out). What is the solution when one wants to use teffects psmatch with a caliper but some observations don't find match with that condition ?
    Note that I suspect more problems considering that even with a caliper of 0.5, it doesn't work....

    Thank you very much for your attention

  • #2
    Update: I found a solution which is the option vce(iid) to use default Abadie-Imbens standard errors. The code works fine. Apparently there was an issue with standard errors computations this is why I tried this option, but I have no clue why it actually works now. If anyone has an explanation it would be more than welcome...

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