Francesco Bartolucci,
Paolo Li Donni,
Fulvia Pennoni,
Claudia Pigini
e.a.
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
Gebonden Engels 2026 9783032241405Levertijd ± 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9783032241405
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:197
Uitgever:Springer Nature Switzerland
Hoofdrubriek:, Diversen
Thema:
K Economie, Financiën, Bedrijf en Management
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
Chapter 1 Sampling-based and cost-sensitive classification in early warning systems for financial crises.- Chapter 2 Auto Machine Learning for Early Warning Crisis Detection.- Chapter 3 Exploring Binary Regression and Hidden Markov Models for Early Warning Systems.- Chapter 4 A regularized EWS for banking crises: a grouped fixed effects approach.- Chapter 5 A Bayesian Student’s t-Hidden Markov Model Approach for Cryptocurrencies Time Series.- Chapter 6 Link prediction in temporal networks: A dynamic stochastic block model approach.- Chapter 7 The substitution between primary and emergency care in individuals with chronic conditions: evidence from a structural model.- Chapter 8 The demand of primary and secondary care: a Bayesian hierarchical approach.
Rubrieken
- advisering
- algemeen management
- coaching en trainen
- communicatie en media
- economie
- financieel management
- inkoop en logistiek
- internet en social media
- it-management / ict
- juridisch
- leiderschap
- marketing
- mens en maatschappij
- non-profit
- ondernemen
- organisatiekunde
- personal finance
- personeelsmanagement
- persoonlijke effectiviteit
- projectmanagement
- psychologie
- reclame en verkoop
- strategisch management
- verandermanagement
- werk en loopbaan