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Consistency of Normal Distribution Based Pseudo Maximum Likelihood Estimates When Data Are Missing at Random

This paper shows that, when variables with missing values are linearly related to observed variables, the normal-distribution-based pseudo MLEs are still consistent. The population distribution may be unknown while the missing data process can follow an arbitrary missing at random mechanism. Enough...

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Bibliografiska uppgifter
Huvudupphovsmän: Yuan, Ke-Hai, Bentler, Peter M.
Materialtyp: Artigo
Språk:Inglês
Publicerad: 2010
Ämnen:
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC3010738/
https://ncbi.nlm.nih.gov/pubmed/21197422
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1198/tast.2010.09203
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