online course: Latent Class, Markov and Hidden Markov Models in R - 2–5 September

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Carlo Pecoraro

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Aug 22, 2025, 9:58:59 AMAug 22
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Dear all,

 

online course: Latent Class, Markov and Hidden Markov Models with Applications in R

 

Dates: 2–5 September


Time: 2–5 PM Berlin time daily

 

Instructor: Prof. Fulvia Pennoni (University of Milano-Bicocca, Italy) 


 Course website: https://www.physalia-courses.org/courses-workshops/latent-class-markov-and-hidden-markov-models-with-applications-in-r/ 



This course will introduce the theory and practical applications of latent class, Markov, and hidden Markov models, particularly for the analysis of longitudinal data. It includes interactive hands-on sessions using R (MultiLCIRT and LMest libraries), and is suitable for researchers, students, and practitioners—even without a background in probability.

 

 Topics covered include:

  • Discrete latent variable models

  • Latent class models with covariates

  • Markov and hidden Markov models (with missing data handling)

  • Model selection and uncertainty estimation

  • Real-world case studies and exercises

Best regards,

 

Carlo

 

 

 

--------------------

Carlo Pecoraro, Ph.D


Physalia-courses DIRECTOR

in...@physalia-courses.org

mobile: +49 17645230846

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