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American-Institutes-for-Research / WeMix

WeMix public repository
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Standard errors for unit level random effects #15

Open ycanbolat opened 7 months ago

ycanbolat commented 7 months ago

I`m using WeMix to analyze the PISA data. I fit a three-level model and want to extract random effects and associated standard errors by units (e.g., random effects and standard errors country by country for instance ). I was able to extract the random effects from "ranefMat" but could not find the associated standard errors. It will be great if the WeMix includes this function.

pdbailey0 commented 7 months ago

Thanks for the request @ycanbolat it seems the formula for the unweighted case is 59 in the lme4 vignette. vignette(package="lme4", "lmer") or in the raw file here. Though I haven't thought about how weighting would change that.