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  • Random effects term for mother - help with some code

    Hi, I'm using inverse probability treatment weighting for the propensity for vaccination, followed by Cox regression. My exposure is vaccination and my outcome is death in the first week of life. Can I add a random effect term for mothers who have had more than one birth (and subsequent death in the first week)?
    thanks
    Minda

    logistic fluvac ///
    i.matage5y i.mum_abor parity i.anctrimester i.year_season_birth ///
    i.smoke i.seifa10 i.asthma i.hypertension i.diabetes i.gestdiabetes i.gesthypertension i.preeclampsia
    predict p
    gen ipw=.

    replace ipw=1/p if fluvac_com==1
    replace ipw=1/(1-p) if fluvac_com==0


    ** Unweighted
    stset endrisk_firstweek, origin(origin_firstweek) enter(startrisk_firstweek) exit(time .) ///
    fail(died==1) id(babyid) scale(365.25)
    stcox i.fluvac, vce(robust)
    stset, clear


    ** Weighted
    stset endrisk_firstweek [pweight=ipw], origin(origin_firstweek) enter(startrisk_firstweek) exit(time .) ///
    fail(died=1) id(babyid) scale(365.25)
    stcox i.fluvac, vce(robust)
    stset, clear


  • #2
    Minda:
    welcome to this forum.
    You may want to take a look at -shared()- option available from -stcox-.
    Kind regards,
    Carlo
    (Stata 19.0)

    Comment


    • #3
      Thank you, I'll do that.
      Kind regards,
      Minda

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