User profiles for Thierry Roncalli

Thierry Roncalli

Head of Quantitative Research, Amundi; Affiliate Professor, University of Evry
Verified email at amundi.com
Cited by 5516

[PDF][PDF] The properties of equally weighted risk contribution portfolios

S Maillard, T Roncalli, J Teïletche - Journal of Portfolio Management, 2010 - Citeseer
Minimum variance and equally-weighted portfolios have recently prompted great interest both
from academic researchers and market practitioners, as their construction does not rely on …

[BOOK][B] Introduction to risk parity and budgeting

T Roncalli - 2013 - books.google.com
Although portfolio management didn’t change much during the 40 years after the seminal
works of Markowitz and Sharpe, the development of risk budgeting techniques marked an …

Risk parity portfolios with risk factors

T Roncalli, G Weisang - Quantitative Finance, 2016 - Taylor & Francis
Portfolio construction and risk budgeting are the focus of many studies by academics and
practitioners. In particular, diversification has spawned much interest and has been defined …

ESG investing in recent years: New insights from old challenges

…, F Lepetit, V Mortier, T Roncalli… - Available at SSRN …, 2019 - papers.ssrn.com
This research is an update of the study that we published last year (Bennani et al., 2018)
and that explored the impact of ESG investing on asset pricing in the stock market. It extends …

Financial applications of Gaussian processes and Bayesian optimization

J Gonzalvez, E Lezmi, T Roncalli, J Xu - arXiv preprint arXiv:1903.04841, 2019 - arxiv.org
In the last five years, the financial industry has been impacted by the emergence of digitalization
and machine learning. In this article, we explore two methods that have undergone …

Copulas for finance-a reading guide and some applications

…, A Nikeghbali, G Riboulet, T Roncalli - Available at SSRN …, 2000 - papers.ssrn.com
Copulas are a general tool to construct multivariate distributions and to investigate dependence
structure between random variables. However, the concept of copula is not popular in …

Managing risk exposures using the risk budgeting approach

B Bruder, T Roncalli - Available at SSRN 2009778, 2012 - papers.ssrn.com
The ongoing economic crisis has profoundly changed the industry of the asset management,
by putting risk management at the heart of most investment processes. This new risk-based …

Machine learning optimization algorithms & portfolio allocation

S Perrin, T Roncalli - Machine Learning for Asset Management …, 2020 - Wiley Online Library
This chapter shows how portfolio allocation can benefit from the development of large‐scale
portfolio optimization algorithms such as the coordinate descent, the alternating direction …

How ESG investing has impacted the asset pricing in the equity market

…, F Lepetit, L Ly, V Mortier, T Roncalli… - Available at SSRN …, 2018 - papers.ssrn.com
ESG investing has gained considerable traction over the past few years and, alongside
smart beta, factor investing and alternative risk premia, is one of the current hot topics for the …

Loss distribution approach for operational risk

A Frachot, P Georges, T Roncalli - Available at SSRN 1032523, 2001 - papers.ssrn.com
In this paper, we explore the Loss Distribution Approach (LDA) for computing the capital
charge of a bank for operational risk where LDA refers to statistical/actuarial methods for …