A Horse Race of Machine‐Learning Methods to Predict Banking Crises
ABSTRACT To examine if one machine‐learning model can consistently elucidate financial vulnerabilities, both over time and across levels of development, this paper applies 13 machine‐learning algorithms to evaluate comparative forecasting performance across several banking crises.
Emile du Plessis
wiley +1 more source
Efficient Gillespie algorithms for spreading phenomena in large and heterogeneous higher-order networks. [PDF]
Maia HP, Cota W, Moreno Y, Ferreira SC.
europepmc +1 more source
Summary Understanding the spread of infectious diseases such as COVID‐19 is crucial for informed decision‐making and resource allocation. A critical component of disease behaviour is the velocity with which disease spreads, defined as the rate of change between time and space.
Fernando Rodriguez Avellaneda +2 more
wiley +1 more source
A dynamical systems model of emotional contagion: Oscillatory coupling in the circumplex of affect. [PDF]
Garzón-Alvarado DA +3 more
europepmc +1 more source
Separating the Costs and Benefits of Employee Turnover: A Theory‐Driven Method and Applications
ABSTRACT Employee turnover is costly, but it may also benefit performance through improving job‐worker match quality. Existing studies estimate only the net turnover‐performance relationship, ignoring benefits and biasing cost estimates. We develop a theory‐driven method that separately identifies operational costs and match‐quality benefits of ...
Elena Rapoport, Nick Zubanov
wiley +1 more source
Information Loss in Scalar Monetary Aggregation: A Tensorial Langevin Framework for Financial Shock Propagation and Policy Targeting. [PDF]
Pinheiro MR, Pinheiro MJ.
europepmc +1 more source
ABSTRACT Aim To explore perceptions of healthcare professionals' psychological wellbeing at work and patients' experiences of care. Design Narrative interviews were undertaken as part of a wider experience‐based co‐design study. Methods Interviews were undertaken March to December 2022 with 19 participants (healthcare professionals n = 13 and patients ...
Kathryn Bamforth +4 more
wiley +1 more source
"I Am Not Struggling Alone": communicating support through peer mutual aid to reduce academic stress transmission and emotional contagion in large university classes. [PDF]
Yin S, Wu R, Ma W, Ou Y.
europepmc +1 more source
Abstract Pandemics are times of closure. States typically restrict the entry of persons to protect their national communities from external health hazards. In this regard, the COVID‐19 pandemic presented the European Union (EU) with a severe challenge. We ask to what extent the border policies of EU member states during the pandemic supported regional ...
Christian Freudlsperger +2 more
wiley +1 more source
LSTM-augmented vine copula modelling for energy-finance contagion analysis. [PDF]
Zeng L, Huang J, Lin X.
europepmc +1 more source

