Overview: PCA models and issues

R Fernández, PY Louis, FR Nardi - Probabilistic Cellular Automata: Theory …, 2018 - Springer
Probabilistic cellular automata (PCA) are interacting discrete stochastic dynamical systems
used as a modeling tool for a wide range of natural and societal phenomena. Their key …

Default clustering in large pools: Large deviations

K Spiliopoulos, RB Sowers - SIAM Journal on Financial Mathematics, 2015 - SIAM
We study large deviations and rare default clustering events in a dynamic large
heterogeneous portfolio of interconnected components. Defaults come as Poisson events …

The role of disorder in the dynamics of critical fluctuations of mean field models

F Collet, P Dai Pra - 2012 - projecteuclid.org
The purpose of this paper is to analyze how disorder affects the dynamics of critical
fluctuations for two different types of interacting particle system: the Curie-Weiss and …

[HTML][HTML] A stochastic partial differential equation model for the pricing of mortgage-backed securities

F Ahmad, BM Hambly, S Ledger - Stochastic Processes and their …, 2018 - Elsevier
We develop a dynamic structural model for the wealth of individual mortgagors in a
mortgage pool. We model the process of default and prepayment and, by taking a limit as …

A mathematical model for multi-name credit based on community flocking

SY Ha, KK Kim, K Lee - Quantitative Finance, 2015 - Taylor & Francis
We present a new mathematical model for multi-name credit that employs stochastic
flocking. Flocking mechanisms have been used in a variety of models of biological …

A Pólya lattice model to study leverage dynamics and contagious financial fragility

P Cirillo, M Gallegati, J Hüsler - Advances in complex systems, 2012 - World Scientific
We discuss a special Pólya lattice model to study cascading failures of firms in a simple
industrial economy. In particular, every firm is represented by a Pólya-like urn, whose …

Social interaction and conformism in a random utility model

E Barucci, M Tolotti - Journal of Economic Dynamics and Control, 2012 - Elsevier
We analyze a class of dynamic binary choice models with social interaction. Agents are
heterogeneous and their degree of conformism (taste externality) changes over time …

A Comprehensive Survey on Enterprise Financial Risk Analysis from Big Data Perspective

Y Zhao, H Du, Q Li, F Zhuang, J Liu, G Kou - arXiv preprint arXiv …, 2022 - arxiv.org
Enterprise financial risk analysis aims at predicting the future financial risk of enterprises.
Due to its wide and significant application, enterprise financial risk analysis has always been …

[HTML][HTML] Fast mean-reversion asymptotics for large portfolios of stochastic volatility models

B Hambly, N Kolliopoulos - Finance and Stochastics, 2020 - Springer
We consider an asymptotic SPDE description of a large portfolio model where the
underlying asset prices evolve according to certain stochastic volatility models with default …

Network effects in default clustering for large systems

K Spiliopoulos, J Yang - Applied Mathematical Finance, 2019 - Taylor & Francis
We consider a large collection of dynamically interacting components defined on a weighted-
directed graph determining the impact of the default of one component to another one. We …