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Multilevel and Latent Variable Modeling with Composite Links and Exploded Likelihoods

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Author Info
Sophia Rabe-Hesketh ()
Anders Skrondal

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Abstract

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File URL: http://hdl.handle.net/10.1007/s11336-006-1453-8
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Publisher Info
Article provided by Springer in its journal Psychometrika.

Volume (Year): 72 (2007)
Issue (Month): 2 (June)
Pages: 123-140
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:spr:psycho:v:72:y:2007:i:2:p:123-140

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Related research
Keywords: composite link; exploded likelihood; unfolding; multilevel model; generalized linear mixed model; latent variable model; item response model; factor model; frailty; zero-inflated Poisson model; gllamm;

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References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. Chen Z. & Kuo L., 2001. "A Note on the Estimation of the Multinomial Logit Model With Random Effects," The American Statistician, American Statistical Association, vol. 55, pages 89-95, May. [Downloadable!] (restricted)
  2. Rabe-Hesketh, Sophia & Skrondal, Anders & Pickles, Andrew, 2005. "Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects," Journal of Econometrics, Elsevier, vol. 128(2), pages 301-323, October. [Downloadable!] (restricted)
  3. Sophia Rabe-Hesketh, 2007. "Multilevel modeling of complex survey data," West Coast Stata Users' Group Meetings 2007 14, Stata Users Group. [Downloadable!]
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  4. Matthew Johnson, 2006. "Nonparametric Estimation of Item and Respondent Locations from Unfolding-type Items," Psychometrika, Springer, vol. 71(2), pages 257-279, June. [Downloadable!] (restricted)
  5. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "Generalized multilevel structural equation modeling," Psychometrika, Springer, vol. 69(2), pages 167-190, June. [Downloadable!] (restricted)
  6. Mark Tranmer & Andrew Pickles & Ed Fieldhouse & Mark Elliot & Angela Dale & Mark Brown & David Martin & David Steel & Chris Gardiner, 2005. "The case for small area microdata," Journal Of The Royal Statistical Society Series A, Royal Statistical Society, vol. 168(1), pages 29-49. [Downloadable!] (restricted)
  7. Harvey Goldstein & Roderick McDonald, 1988. "A general model for the analysis of multilevel data," Psychometrika, Springer, vol. 53(4), pages 455-467, December. [Downloadable!] (restricted)
  8. Anders Skrondal & Sophia Rabe-Hesketh, 2003. "Multilevel logistic regression for polytomous data and rankings," Psychometrika, Springer, vol. 68(2), pages 267-287, June. [Downloadable!] (restricted)
  9. Jean-Paul Fox & Cees Glas, 2001. "Bayesian estimation of a multilevel IRT model using gibbs sampling," Psychometrika, Springer, vol. 66(2), pages 271-288, June. [Downloadable!] (restricted)
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