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  • Gsem with the method option 'mlmv' in Stata 15 ?

    Dear Statalist users,
    I am trying to do exploratory factor analysis(EFA) with 8 ordinal variables and each variable has about 10-15% missing values. I am using Stata 14.
    MPlus has an option of wlsmv for EFA for such variables, but as far as I understand, 'factormat' command in Stata does not offer any full information maximum likelihood method.
    I came across this link which describes doing efa within a cfa framework: https://stats.idre.ucla.edu/stata/fa...work-stata-12/
    However, the link uses sem and I need to use gsem, and gsem does not have the option 'mlmv' unlike sem in Stata 14. I was wondering if Stata 15 added that option.
    I don't want to use 'sem' because of the ordinal nature of my variables, and they violate the multivariate normality assumption.
    Gsem seems to handle missing values much better than 'list-wise deletion' but mlmv could use more information, and I don't know if Stata 15 has that feature or a similar feature to make it worthwhile to upgrade.
    Thanks for your help in advance.
    Sule


  • #2
    As far as I know, the -mlmv- method is not available for -gsem-.

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    • #3
      I'd like to see mlmv, or something like it, added to many commands, e.g. regress. But, as far as I know, mplus is the only program that supports it with gsem-type models.
      -------------------------------------------
      Richard Williams, Notre Dame Dept of Sociology
      StataNow Version: 19.5 MP (2 processor)

      EMAIL: [email protected]
      WWW: https://www3.nd.edu/~rwilliam

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      • #4
        Thanks much, Clyde and Richard.

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