An artificial intelligence approach to regulating systemic risk

S O'Halloran, N Nowaczyk - Frontiers in Artificial Intelligence, 2019 - frontiersin.org
We apply an artificial intelligence approach to simulate the impact of financial market
regulations on systemic risk—a topic vigorously discussed since the financial crash of 2007 …

Computing the impact of central clearing on systemic risk

N Nowaczyk, S O'Halloran - Frontiers in Artificial Intelligence, 2024 - frontiersin.org
The paper uses a graph model to examine the effects of financial market regulations on
systemic risk. Focusing on central clearing, we model the financial system as a multigraph of …

Delegation and the regulation of US financial markets

T Groll, S O'Halloran, G McAllister - European Journal of Political Economy, 2021 - Elsevier
We analyze the institutional determinants of US financial market regulation with a general
model of the policy-making process in which legislators delegate authority to regulate …

Dynamic initial margin estimation based on quantiles of johnson distributions

T McWalter, J Kienitz, N Nowaczyk… - Available at SSRN …, 2018 - papers.ssrn.com
The estimation of dynamic initial margin (DIM) is a challenging problem. We describe an
accurate new approach using Johnson-type distributions, which are fitted to conditional …

DebtG: A graph model for debt relationship

H Cui - Information, 2021 - mdpi.com
Debt is common in daily transactions, but it may bring great harm to individuals, enterprises,
and society and even lead to a debt crisis. This paper proposes a weighted directed multi …

[图书][B] A data science approach to predict the impact of collateralization on systemic risk

S O'Halloran, N Nowaczyk, D Gallagher… - 2019 - Springer
In this chapter, we simulate and analyze the impact of financial regulations concerning the
collateralization of derivative trades on systemic risk—a topic that has been vigorously …

[PDF][PDF] DebtG: A Graph Model for Debt Relationship. Information 2021, 12, 347

H Cui - 2021 - researchgate.net
Debt is common in daily transactions, but it may bring great harm to individuals, enterprises,
and society and even lead to a debt crisis. This paper proposes a weighted directed multi …

Central Clearing and Systemic Risk

N Nowaczyk, S O'Halloran - Available at SSRN 3500442, 2019 - papers.ssrn.com
The G20's push towards central clearing changed the shape of the world's financial system:
all standardized derivative contracts must now be cleared through central counterparties …

Big Data, Process Scalability, and Financial Stability

MD Flood - After the Crash: Financial Crises and Regulatory …, 2019 - degruyter.com
The left side of the equation represents the expectation at time t, as implied by the market
(m), of the price, pj, of the jth asset, conditional on the information set, jm, available to the …

The Impact of Regulation on Systemic Risk

S O'Halloran, N Nowaczyk - After the Crash: Financial Crises and …, 2019 - degruyter.com
The 2007 to 2009 financial crisis was the perfect storm of failures: Wall Street, regulators,
hedge funds, all played a part. Governments responded by introducing a number of new …