User profiles for Donatien Hainaut

Donatien Hainaut

Professor of Actuarial sciences & Quant. Finance UCLouvain, LIDAM/ISBA
Verified email at uclouvain.be
Cited by 961

A neural-network analyzer for mortality forecast

D Hainaut - ASTIN Bulletin: The Journal of the IAA, 2018 - cambridge.org
This article proposes a neural-network approach to predict and simulate human mortality
rates. This semi-parametric model is capable to detect and duplicate non-linearities observed …

A model for interest rates with clustering effects

D Hainaut - Quantitative Finance, 2016 - Taylor & Francis
We propose a model for short-term rates driven by a self-exciting jump process to reproduce
the clustering of shocks on the Euro overnight index average (EONIA). The key element of …

Mortality modelling with Lévy processes

D Hainaut, P Devolder - Insurance: Mathematics and Economics, 2008 - Elsevier
This paper addresses the modelling of human mortality by the aid of doubly stochastic
processes with an intensity driven by a positive Lévy process. We focus on intensities having a …

A structural model for credit risk with switching processes and synchronous jumps

D Hainaut, DB Colwell - The European Journal of Finance, 2016 - Taylor & Francis
This paper studies a switching regime version of Merton's structural model for the pricing of
default risk. The default event depends on the total value of the firm's asset modeled by a …

Wavelet-based feature extraction for mortality projection

D Hainaut, M Denuit - ASTIN Bulletin: The Journal of the IAA, 2020 - cambridge.org
Wavelet theory is known to be a powerful tool for compressing and processing time series
or images. It consists in projecting a signal on an orthonormal basis of functions that are …

Multidimensional Lee–Carter model with switching mortality processes

D Hainaut - Insurance: Mathematics and Economics, 2012 - Elsevier
This paper proposes a multidimensional Lee–Carter model, in which the time dependent
components are ruled by switching regime processes. The main feature of this model is its …

Contagion modeling between the financial and insurance markets with time changed processes

D Hainaut - Insurance: Mathematics and Economics, 2017 - Elsevier
This study analyzes the impact of contagion between financial and non-life insurance
markets on the asset–liability management policy of an insurance company. The indirect …

Portfolio insurance under rough volatility and Volterra processes

JL Dupret, D Hainaut - … Journal of Theoretical and Applied Finance, 2021 - World Scientific
Affine Volterra processes have gained more and more interest in recent years. In particular,
this class of processes generalizes the classical Heston model and the more recent rough …

Continuous time processes for finance

D Hainaut - Switching, self-exciting, fractional and other recent …, 2022 - Springer
Quantitative finance no longer needs an introduction. Mathematical modeling has opened
new perspectives both for trading and for risk management. Sometimes seen as a thread …

Moment generating function of non-Markov self-excited claims processes

D Hainaut - Insurance: Mathematics and Economics, 2021 - Elsevier
This article establishes the moment generating function (mgf) of self-excited claim processes
with memory functions that admit a Fourier's transform representation. In this case, the claim …