Hidden Markov latent variable models with multivariate longitudinal data

10.1111/biom.12536 ◽

2016 ◽

Vol 73 (1) ◽

pp. 313-323 ◽

Author(s):

Xinyuan Song ◽

Yemao Xia ◽

Hongtu Zhu

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Hidden Markov ◽

Latent Variable Models ◽

Multivariate Longitudinal Data

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Bayesian analysis for mixture of latent variable hidden Markov models with multivariate longitudinal data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2018.08.004 ◽

2019 ◽

Vol 132 ◽

pp. 190-211 ◽

Author(s):

Ye-Mao Xia ◽

Nian-Sheng Tang

Keyword(s):

Longitudinal Data ◽

Bayesian Analysis ◽

Hidden Markov Models ◽

Latent Variable ◽

Markov Models ◽

Hidden Markov ◽

Multivariate Longitudinal Data

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Latent Variable Models for Longitudinal Data with Flexible Measurement Schedule

Springer Handbook of Engineering Statistics ◽

10.1007/978-1-84628-288-1_41 ◽

2006 ◽

pp. 737-747

Author(s):

Haiqun Lin

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Latent Variable Models ◽

Flexible Measurement

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Editorial: Special section on latent variable models for longitudinal data

Biometrical Journal ◽

10.1002/bimj.201700041 ◽

2017 ◽

Vol 59 (4) ◽

pp. 781-782

Author(s):

Francesco Bartolucci ◽

Paolo Giordani

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Special Section ◽

Latent Variable Models

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Inference on Two-Part Latent Variable Analysis Model With Multivariate Longitudinal Data

Structural Equation Modeling A Multidisciplinary Journal ◽

10.1080/10705511.2018.1561294 ◽

2019 ◽

Vol 26 (5) ◽

pp. 685-709 ◽

Author(s):

Ye-Mao Xia ◽

Bin Lu ◽

Nian-Sheng Tang

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Analysis Model ◽

Multivariate Longitudinal Data ◽

Latent Variable Analysis ◽

Variable Analysis

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Multivariate longitudinal data analysis with mixed effects hidden Markov models

10.1111/biom.12296 ◽

2015 ◽

Vol 71 (3) ◽

pp. 821-831 ◽

Author(s):

Jesse D. Raffa ◽

Joel A. Dubin

Keyword(s):

Data Analysis ◽

Longitudinal Data ◽

Hidden Markov Models ◽

Markov Models ◽

Hidden Markov ◽

Longitudinal Data Analysis ◽

Mixed Effects ◽

Multivariate Longitudinal Data

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Latent-variable models for longitudinal data with bivariate ordinal outcomes

Statistics in Medicine ◽

10.1002/sim.2599 ◽

2007 ◽

Vol 26 (5) ◽

pp. 1034-1054 ◽

Author(s):

David Todem ◽

KyungMann Kim ◽

Emmanuel Lesaffre

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Latent Variable Models

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Latent Variable Models for Longitudinal Data with Multiple Continuous Outcomes

10.1111/j.0006-341x.2000.01047.x ◽

2000 ◽

Vol 56 (4) ◽

pp. 1047-1054 ◽

Author(s):

Jason Roy ◽

Xihong Lin

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Latent Variable Models ◽

Continuous Outcomes

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A note on the identifiability of latent variable models for mixed longitudinal data

Statistics & Probability Letters ◽

10.1016/j.spl.2020.108882 ◽

2020 ◽

Vol 167 ◽

pp. 108882 ◽

Author(s):

Elham Tabrizi ◽

Ehsan Bahrami Samani ◽

Mojtaba Ganjali

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Latent Variable Models

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Latent Variable Models for Longitudinal Data

Loglinear models with Latent Variables ◽

10.4135/9781412984850.n6 ◽

2012 ◽

pp. 53-64

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Latent Variable Models

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Analysis of longitudinal data using latent variable models with varying parameters.

Best methods for the analysis of change: Recent advances, unanswered questions, future directions. ◽

10.1037/10099-001 ◽

1991 ◽

pp. 1-17 ◽

Author(s):

Bengt O. Muthén

Keyword(s):

Longitudinal Data ◽

Latent Variable ◽

Latent Variable Models ◽

Varying Parameters

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