Hidden Markov models for multivariate panel data
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Publication:6643214
DOI10.1007/S11222-024-10462-0MaRDI QIDQ6643214
Alexa A. Sochaniwsky, Paul D. McNicholas, Mackenzie R. Neal
Publication date: 26 November 2024
Published in: Statistics and Computing (Search for Journal in Brave)
Computational methods for problems pertaining to statistics (62-08) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Markov processes: estimation; hidden Markov models (62M05) Missing data (62D10)
Cites Work
- Title not available (Why is that?)
- Title not available (Why is that?)
- Mixture model clustering for mixed data with missing information
- Clustering Data with Nonignorable Missingness using Semi-Parametric Mixture Models
- Selecting hidden Markov model state number with cross-validated likelihood
- Silhouettes: a graphical aid to the interpretation and validation of cluster analysis
- Estimating the dimension of a model
- Selecting the number of states in hidden Markov models: pragmatic solutions illustrated using animal movement
- An overview on regression models for discrete longitudinal responses
- Order selection for regression-based hidden Markov model
- Finite mixture and Markov switching models.
- Mixed hidden Markov models for longitudinal data: an overview
- Model‐based clustering of longitudinal data
- Zero-Inflated Poisson Regression for Longitudinal Data
- Maximum likelihood estimation of generalised linear models for multivariate normal covariance matrix
- Joint mean-covariance models with applications to longitudinal data: unconstrained parameterisation
- Hidden Markov Models With Applications in Cell Adhesion Experiments
- A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains
- Hidden Markov Models for Time Series
- Bayesian Heterogeneous Hidden Markov Models with an Unknown Number of States
- A hidden Markov model for continuous longitudinal data with missing responses and dropout
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