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  • Propensity score matching - code error when using stata help format psmatch2 vs psmatch2 logit

    Question: I am trying to match my propensity scores, but psmatch2 won't work if I use this code format:
    (Neighbour hood matching)

    (I)
    psmatch2 $treatment $xlist, outcome($ylist) common bw(0.06) ps(ps)

    Error given:
    psmatch2 $treatment $xlist, outcome(infection) common bw(0.06) ps(ps)
    You cannot specify both a varlist AND a propensity score
    r(198)


    (II)
    BUT it will work if :
    psmatch2 $treatment $xlist, outcome($ylist) n(3) logit


    What am I doing wrong? as the first (I) one works on probit and the second one works on logit. I know this depends on my preference (probit vs logit). But I would like to know what I'm doing wrong in the first one (i) why am I getting an error?

    Here's a bit of background:

    Research question:
    Does smoking effect risk of infection after angioplasty?

    DATA BELOW:

    Code:
    * Example generated by -dataex-. For more info, type help dataex
    clear
    input float(smoking infection diabetes age cancer ps u) byte(_n2 _n3)
    1 0 0 87 0  .531945 .12884283 1 3
    0 0 0 34 0 .7917001   .323584 . .
    1 1 0 46 1 .8622774 .49606895 2 1
    1 1 0 36 0 .7836868  .6916475 2 1
    0 1 1 78 1 .4938836   .901614 . .
    1 1 1 45 0 .4986039  .9556306 1 3
    1 1 1 44 1 .6752168  .9616644 2 1
    0 0 1 76 0 .3329607  .9732198 . .
    end
    ------------

    MY CODE:

    **Creating macros
    global treatment smoking //intervention/treatment
    global ylist infection //outcome
    global xlist diabetes cancer age //variables to match on t

    //Creating propensity scores

    probit $treatment $xlist
    predict ps

    set seed 100 //sorts this out randomly
    generate u=runiform()
    sort u

    //Matching - error given below
    psmatch2 $treatment $xlist, outcome($ylist) common bw(0.06) ps(ps)

    **This works but is logit not probit

    psmatch2 $treatment $xlist, outcome($ylist) n(3) logit

  • #2
    Whether you use logit or probit is irrelevant to this problem. See https://www.statalist.org/forums/for...49#post1698349
    David Radwin
    Senior Researcher, California Competes
    californiacompetes.org
    Pronouns: He/Him

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