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  • Skip ml estimation when it reaches a flat or discontinous region

    Hi Statalist users,

    I am running an ml estimation iteratively; in each iteration an ml estimation is performed, and such estimation varies significantly (due to random changes in its parameters). As a result, sometimes a particular iteration may come up with values that lead to flat or discontinous region in the ml estimation. However, I do not want to bann these particular values from showing up, but rather simply to command stata to skip/ignore/restart an iteration automatically when the ml estimation finds a flat/discontinous region (instead of throwing an error and stopping the program from running). Does anyone knows how can I do this? The ML program I am using is a very simple one:

    program define mixturemodel
    version 1.0
    args lnf s

    tempvar PAa PBa

    quietly {
    gen double `PAa'=$ML_y1
    gen double `PBa'=$ML_y2


    replace `lnf'=ln((exp(`s')/(1+exp(`s')))*`PAa'+(1/(1+exp(`s')))*`PBa')
    sum `lnf' `s'
    }
    end

    Thank you for your help!

  • #2
    This issue has been resolved. Thanks

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