Machine learning for quantitative finance: fast derivative pricing, hedging and fitting

J De Spiegeleer, DB Madan, S Reyners… - Quantitative …, 2018 - Taylor & Francis
In this paper, we show how we can deploy machine learning techniques in the context of
traditional quant problems. We illustrate that for many classical problems, we can arrive at …

[PDF][PDF] Pricing contingent convertibles: A derivatives approach

J De Spiegeleer, W Schoutens - Journal of Derivatives, 2012 - irmc.eu
This article provides an in-depth analysis of pricing and structuring of contingent convertibles
(CoCos). These debt instruments convert into the equity of the issuing bank or suffer a write-…

[BOOK][B] The handbook of hybrid securities: convertible bonds, coco bonds, and bail-in

J De Spiegeleer, W Schoutens, C Van Hulle - 2014 - books.google.com
Introducing a revolutionary new quantitative approach to hybrid securities valuation and risk
management To an equity trader they are shares. For the trader at the fixed income desk, …

ESG: A new dimension in portfolio allocation

J De Spiegeleer, S Höcht, D Jakubowski… - … Finance & Investment, 2023 - Taylor & Francis
In this paper, we examine the impact of including environmental, social and governance (ESG)
criteria in the allocation of equity portfolios. We focus on the risk and return characteristics …

[BOOK][B] The handbook of convertible bonds: Pricing, strategies and risk management

J De Spiegeleer, W Schoutens - 2011 - books.google.com
This is a complete guide to the pricing and risk management of convertible bond portfolios.
Convertible bonds can be complex because they have both equity and debt like features and …

Close form pricing formulas for Coupon Cancellable CoCos

JM Corcuera, J De Spiegeleer, J Fajardo… - Journal of Banking & …, 2014 - Elsevier
Contingent Convertibles (“CoCos”) are contingent capital instruments which convert into
shares, or have a principal write down, if a trigger event takes place. CoCos exhibit the …

Efficient pricing of contingent convertibles under smile conform models

JM Corcuera, J De Spiegeleer… - Available at SSRN …, 2011 - papers.ssrn.com
We look at the problem of pricing CoCo bonds where the underlying risky asset dynamics
are given by a smile conform model, more precisely an exponential Lévy process …

[HTML][HTML] Implied tail risk and ESG ratings

J Zhang, J De Spiegeleer, W Schoutens - Mathematics, 2021 - mdpi.com
This paper explores whether the high or low ESG rating of a company is related to the level
of its implied tail risk, measured on the basis of derivative data by implied skewness and …

CoCo bonds and implied CET1 volatility

J De Spiegeleer, S Höcht, I Marquet… - Quantitative …, 2017 - Taylor & Francis
De Spiegeleer and Schoutens implemented an approach to calculate the expected call
date of the CoCo bond (De Spiegeleer and Schoutens Citation2014). An example to include …

Multiple trigger CoCos: contingent debt without death spiral risk

J De Spiegeleer, W Schoutens - Financial Markets, Institutions …, 2013 - Wiley Online Library
This paper starts with the observation that the average issue size during 2012 of contingent
convertible (CoCo) bonds was more than $1 bn. Typically a CoCo is converted into shares …