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From |
Maarten buis <maartenbuis@yahoo.co.uk> |

To |
statalist@hsphsun2.harvard.edu |

Subject |
Re: st: Question about multinomial logistic regression and random effects with multiply imputed data |

Date |
Tue, 29 Jul 2008 23:04:11 +0100 (BST) |

--- Crystal Barksdale <cbarksda@jhsph.edu> wrote: > I am wondering how (and if) I can do a multinomial random effects > logistic regression with multiply imputed data. Multinomial random effects logistic regression is discussed in (Haan & Uhlendorf 2006). A nice point of Multiple Imputation is that it is not method-specific, all it requires is that the sampling distribution of the parameters is (approximately) Gaussian / normal. As long as this is (approximately) true, you can use Multiple Imputation for your multinomial random effects logistic regression. There are ofcourse other assumptions like the missing data needs to be MAR, and if you don't know what that means you'll have to start reading before you touch -ice- or -mim-. A good starting point is (Allison 2001). -- Maarten Allison, P. (2001) Missing Data, Thousand Oaks: Sage. Haan, P. and Uhlendorf, A. (2006) Estimation of multinomial logit models with unobserved heterogeneity using maximum simulated likelihood. The Stata Journal, 6(2): 229--245. http://www.stata-journal.com/article.html?article=st0104 ----------------------------------------- Maarten L. Buis Department of Social Research Methodology Vrije Universiteit Amsterdam Boelelaan 1081 1081 HV Amsterdam The Netherlands visiting address: Buitenveldertselaan 3 (Metropolitan), room Z434 +31 20 5986715 http://home.fsw.vu.nl/m.buis/ ----------------------------------------- __________________________________________________________ Not happy with your email address?. Get the one you really want - millions of new email addresses available now at Yahoo! http://uk.docs.yahoo.com/ymail/new.html * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/statalist/faq * http://www.ats.ucla.edu/stat/stata/

**Follow-Ups**:**RE: st: Question about multinomial logistic regression and random effects with multiply imputed data***From:*"Barksdale, Crystal" <cbarksda@jhsph.edu>

**References**:**st: Question about multinomial logistic regression and random effects with multiply imputed data***From:*"Crystal Barksdale" <cbarksda@jhsph.edu>

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