Multilevel models for censored and latent responses

DOI10.1177/096228020101000604zbMath1121.62655OpenAlexW2000865490MaRDI QIDQ5424124

Sophia Rabe-Hesketh, Shuying Yang, Andrew R. Pickles

Publication date: 2 November 2007

Published in: Statistical Methods in Medical Research (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1177/096228020101000604

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10)

Related Items (8)

Maximum likelihood estimation of limited and discrete dependent variable models with nested random effects ⋮ Regression under Cox's model for recall-based time-to-event data in observational studies ⋮ A time-varying measurement error model for age of onset of a psychiatric diagnosis: applied to first depressive episode diagnosed by the Composite International Diagnostic Interview (CIDI) ⋮ Correcting for covariate measurement error in logistic regression using nonparametric maximum likelihood estimation ⋮ Generalized multilevel structural equation modeling ⋮ Nonparametric estimation of time-to-event distribution based on recall data in observational studies ⋮ Multilevel and latent variable modeling with composite links and exploded likelihoods ⋮ Efficient Estimation for Semiparametric Structural Equation Models With Censored Data

Uses Software

• MLwiN
• Stata
• LISREL
• EQS
• MIXOR
• VARCL

Cites Work

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• A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models
• Maximum likelihood estimation for unbalanced multilevel covariance structure models via the EM algorithm
• Balanced versus unbalanced designs for linear structural relations in two‐level data

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