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  • Complex survey settings

    Hi,

    I am trying to set-up a complex survey data set in Stata and Mplus so that they have the same settings.
    I am having trouble getting them to match up.
    I am not getting the same standard errors for simple descriptive statistics, suggesting that the survey structure is not being accounted for in the same way across Stata and Mplus.

    In Stata I am entering:
    svyset IDSCHOOL [pweight=TOTWGT], fpc(TOTALSCHOOLSPERSTRATUM) strata(IDSTRAT) singleunit(scaled) || IDCLASS

    In Mplus I am entering:

    VARIABLE:
    WEIGHT = TOTWGT;
    CLUSTER = IDSCHOOL IDCLASS;
    STRATIFICATION = IDSTRAT;
    FINITE = TOTALSCHOOLSPERSTRATUM (POPULATION);

    ANALYSIS:
    TYPE = TWOLEVEL COMPLEX;

    Does anyone have experience with this and know how I can set the survey structure to be equivalent?

    Note: I set singleunit(scaled) because in Mplus the "THE VARIANCE CONTRIBUTION FROM A STRATUM WITH A SINGLE CLUSTER (PSU) IS BASED ON THE DIFFERENCE BETWEEN THE SINGLE CLUSTER VALUE AND THE OVERALL CLUSTER MEAN."

  • #2
    You need singleunit(centered) to match the Mplus description. Note that the lack of an fpc for IDCLASS in the svyset statement implies that sampling of classes was with replacement.
    Last edited by Steve Samuels; 24 Jan 2019, 08:53.
    Steve Samuels
    Statistical Consulting
    [email protected]

    Stata 14.2

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