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  • Ordered Probit model (panel data) where parallel lines assumption only imposed to selected variables

    Hi guys, I am fitting an ordered probit model and have discovered some specific variables meet parallel lines assumption by using the autofitting feature of regoprob2. However when I try to estimate the partial proportional odds model (using either autofit, autofit2 or by specifying variables using regoprob2) convergence is not achieved:

    . regoprob2 ghql nkids female rfihhyr age agesq mastatd2 mastatd3 mastatd4 mastat
    > d5 mastatd6 neduc poeduc oeduc aeduc oheduc reg1x reg2x reg3x reg4x reg5x reg6x
    > reg7x reg8x reg9x reg10x reg12x, i(pid) pl(mastatd3 nkids age mastatd4)
    convergence not achieved
    convergence not achieved
    r(430);

    Any ideas how I could troubleshoot this problem or fit a generalised RE ordered probit model where the parallel lines assumption only applies to specific variables another way?
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