A Multivariate Extension of the Dynamic Logit Model for Longitudinal Data Based on a Latent Markov Heterogeneity Structure

From MaRDI portal
Publication:5252150

DOI10.1198/jasa.2009.0107zbMath1388.62158OpenAlexW2092566747WikidataQ59397194 ScholiaQ59397194MaRDI QIDQ5252150

Francesco Bartolucci, Alessio Farcomeni

Publication date: 29 May 2015

Published in: Journal of the American Statistical Association (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1198/jasa.2009.0107




Related Items (31)

Latent class recapture models with flexible behavioural responseThree-step estimation of latent Markov models with covariatesHidden semi-Markov-switching quantile regression for time seriesVarying-coefficient hidden Markov models with zero-effect regionsGeneralized linear latent models for multivariate longitudinal measurements mixed with hidden Markov modelsGeneralized Linear Mixed Models Based on Latent Markov Heterogeneity StructuresA discrete time event‐history approach to informative drop‐out in mixed latent Markov models with covariatesModel-based time-varying clustering of multivariate longitudinal data with covariates and outliersPartially Ordered Mixed Hidden Markov Model for the Disablement Process of Older AdultsHidden Markov latent variable models with multivariate longitudinal dataInitialization of Hidden Markov and Semi‐Markov Models: A Critical Evaluation of Several StrategiesA finite mixture approach to joint clustering of individuals and multivariate discrete outcomesBayesian hidden Markov modelling using circular‐linear general projected normal distributionStatistical inference for the nonparametric and semiparametric hidden Markov model via the composite likelihood approachFunctional concurrent hidden Markov modelA Markov-switching regression model with non-Gaussian innovations: estimation and testingEstimation for Dynamic and Static Panel Probit Models with Large Individual EffectsHeterogeneity and behavioral response in continuous time capture-recapture, with application to street cannabis use in ItalyTesting for time-invariant unobserved heterogeneity in generalized linear models for panel dataHierarchical Markov-switching models for multivariate integer-valued time-seriesTesting for state dependence in binary panel data with individual covariates by a modified quadratic exponential modelPseudo conditional maximum likelihood estimation of the dynamic logit model for binary panel dataInformation matrix for hidden Markov models with covariatesLatent Markov models: a review of a general framework for the analysis of longitudinal data with covariatesComments on: ``Latent Markov models: a review of a general framework for the analysis of longitudinal data with covariatesA note on the mixture transition distribution and hidden Markov modelsQuantile regression for longitudinal data based on latent Markov subject-specific parametersA bivariate finite mixture growth model with selectionMultivariate hidden Markov regression models: random covariates and heavy-tailed distributionsHandling non-ignorable dropouts in longitudinal data: a conditional model based on a latent Markov heterogeneity structureModeling individual migraine severity with autoregressive ordered probit models




This page was built for publication: A Multivariate Extension of the Dynamic Logit Model for Longitudinal Data Based on a Latent Markov Heterogeneity Structure