Playing with fire? A mean‐field game analysis of fire sales and systemic risk under regulatory capital constraints

Abstract We analyze the effect of regulatory capital constraints on financial stability in a large homogeneous banking system using a mean‐field game (MFG) model. Each bank holds cash and a tradable risky asset. Banks choose absolutely continuous trading rates in order to maximize expected terminal equity, with trades subject to transaction costs. Capital regulation requires equity to exceed a fixed multiple of the position in the tradable asset; breaches trigger forced liquidation. The asset drift depends on changes in average asset holdings across banks, so aggregate de‐leveraging creates contagion effects, leading to an MFG. We discuss the coupled forward‐backward partial differential equation (PDE) system characterizing equilibria of the MFG and solve the constrained MFG numerically. Experiments demonstrate that capital constraints accelerate de‐leveraging and limit risk‐bearing capacity. In some regimes, simultaneous breaches trigger liquidation cascades. Finally, we discuss several policy mechanisms for enhancing financial stability.

Institutions

Publication Details

Journal
Canadian Journal of Statistics
Published
2025-12-24
DOI
https://doi.org/10.1002/cjs.70038
Citations
1
Primary Topic
Banking stability, regulation, efficiency
Type
article
Field-Weighted Citation Impact
2.21
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Playing with fire? A mean‐field game analysis of fire sales and systemic risk under regulatory capital constraints

1 citations
Canadian Journal of Statistics
Banking stability, regulation, efficiency
2.21
article

Playing with fire? A mean‐field game analysis of fire sales and systemic risk under regulatory capital constraints

article en
1 citations

Abstract

Abstract We analyze the effect of regulatory capital constraints on financial stability in a large homogeneous banking system using a mean‐field game (MFG) model. Each bank holds cash and a tradable risky asset. Banks choose absolutely continuous trading rates in order to maximize expected terminal equity, with trades subject to transaction costs. Capital regulation requires equity to exceed a fixed multiple of the position in the tradable asset; breaches trigger forced liquidation. The asset drift depends on changes in average asset holdings across banks, so aggregate de‐leveraging creates contagion effects, leading to an MFG. We discuss the coupled forward‐backward partial differential equation (PDE) system characterizing equilibria of the MFG and solve the constrained MFG numerically. Experiments demonstrate that capital constraints accelerate de‐leveraging and limit risk‐bearing capacity. In some regimes, simultaneous breaches trigger liquidation cascades. Finally, we discuss several policy mechanisms for enhancing financial stability.

Canadian Journal of StatisticsVol. 54(1)
Vienna University of Economics and Business (AT)
Openalex Percentile: Top 9%
Banking stability, regulation, efficiency
2.21
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.