Models for Longitudinal Data with Applications to Early Warning Systems
Workshops of the PRIN Project, Perugia, Italy, 19 September 2024, 11 September 2025 and 23 January 2026
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Beschreibung
This open access book addresses key methodological and applied issues in rare event forecasting, with a particular focus on early warning systems based on hidden Markov models. It brings together recent advances developed by a cohesive and multidisciplinary group of researchers. A distinctive feature of the volume is its strong emphasis on real-world problems in economics, finance and health, illustrated using empirical datasets.
This open access book addresses key methodological and applied issues in rare event forecasting, with a particular focus on early warning systems based on hidden Markov models. It brings together recent advances developed by a cohesive and multidisciplinary group of researchers. A distinctive feature of the volume is its strong emphasis on real-world problems in economics, finance and health, illustrated using empirical datasets.
This book is open access, which means that you have free and unlimited access Gives an overview of Early Warning Systems based on Hidden Markov models Illustrated with examples from finance and health care applications Provides datasets and R codes
Autor*in
Francesco Bartolucci
Themen in »Models for Longitudinal Data with Applications to Early Warning Systems«
Open Access Early Warning Systems Hidden Markov models Machine Learning Predictive modeling Rare event forecasting