Predictive classification of ICU readmission using weight decay random forest

B Wang, S Ding, X Liu, X Li, G Li - Future Generation Computer Systems, 2021 - Elsevier
Intensive care unit (ICU) readmissions of critically ill patients result in significant increases in
mortality rates and costs, but most readmissions could be avoided. Therefore, the medical …

Parsimonious quantile regression of financial asset tail dynamics via sequential learning

X Yan, W Zhang, L Ma, W Liu… - Advances in neural …, 2018 - proceedings.neurips.cc
We propose a parsimonious quantile regression framework to learn the dynamic tail
behaviors of financial asset returns. Our model captures well both the time-varying …

Central clearing and systemic liquidity risk

TB King, TD Nesmith, AL Paulson, T Prono - 2020 - papers.ssrn.com
By stepping between bilateral counterparties, central counterparties (CCPs) transform credit
exposure, thereby improving financial stability. But, large CCPs are concentrated and …

Procyclicality of CCP margin models: systemic problems need systemic approaches

P Gurrola-Perez - World Federation of Exchanges Research …, 2020 - papers.ssrn.com
Margin requirements protect a central counterparty (CCP) and its users against potential
losses generated by the default of any of its members. They have several components, one …

[HTML][HTML] Dynamic margin optimization

E Berlinger, Z Bihary, B Dömötör - Finance Research Letters, 2024 - Elsevier
In response to the Global Financial Crisis of 2007–2009, by now, most of the financial
transactions must be cleared through central counterparties operating a dynamic margin …

Capturing deep tail risk via sequential learning of quantile dynamics

Q Wu, X Yan - Journal of Economic Dynamics and Control, 2019 - Elsevier
This paper develops a conditional quantile model that can learn long term and short term
memories of sequential data. It builds on sequential neural networks and yet outputs …

Procyclicality control in risk-based margin models

LW Wong, Y Zhang - Journal of Risk, 2021 - papers.ssrn.com
The traditional risk-based margin models are risk sensitive but can be procyclical, especially
under stressed market conditions. The issue of procyclicality has returned to the forefront of …

[图书][B] Derivative margin calls: a new driver of MMF flows

M Ghio, L Rousova, D Salakhova, MGV Bauer - 2023 - books.google.com
During the March 2020 market turmoil, euro area money-market funds (MMFs) experienced
significant outflows, reaching almost 8% of assets under management. This paper …

Anti-cyclical versus risk-sensitive margin strategies in central clearing

E Berlinger, B Dömötör, F Illés - Journal of International Financial Markets …, 2019 - Elsevier
We examine the effects of different margin strategies on the loss distribution of a clearing
house during various crises of different stock price trends, volatility expectations, bid-ask …

The impact of trading restrictions and margin requirements on stock index futures

J Hu, T Wang, W Hu, J Tong - Journal of Futures Markets, 2020 - Wiley Online Library
Stock index futures in Chinese market have consistently diverged from their theoretical
values. In this paper, we try to provide some explanations by proposing an equilibrium …