Principal regression analysis and the index leverage effect

PA Reigneron, R Allez, JP Bouchaud - Physica A: Statistical Mechanics and …, 2011 - Elsevier
We revisit the index leverage effect, that can be decomposed into a volatility effect and a
correlation effect. We investigate the latter using a matrix regression analysis, that we call ‘…

Agnostic Allocation Portfolios: A Sweet Spot in the Risk-Based Jungle?

PA Reigneron, V Nguyen, S Ciliberti… - Journal of Portfolio …, 2020 - search.proquest.com
The authors advocate the use of agnostic allocation for the construction of long-only portfolios
of stocks. Agnostic allocation portfolios (AAPs) are a special member of a family of risk-…

The case for long-only agnostic allocation portfolios

PA Reigneron, V Nguyen, S Ciliberti, P Seager… - arXiv preprint arXiv …, 2019 - arxiv.org
We advocate the use of Agnostic Allocation for the construction of long-only portfolios of
stocks. We show that Agnostic Allocation Portfolios (AAPs) are a special member of a family of …

[PDF][PDF] Chaos multiplicatif Gaussien, matrices aléatoires et applications

MJP Bouchaud - 2012 - normalesup.org
… Majumdar, Pierre-Alain Reigneron et Pierpaolo Vivo. Je suis tr`es reconnaissant `a Alice …
C’est un plaisir de remercier également Pierre-Alain Reigneron pour une de mes toutes …

[BOOK][B] A first course in random matrix theory: for physicists, engineers and data scientists

M Potters, JP Bouchaud - 2020 - books.google.com
The real world is perceived and broken down as data, models and algorithms in the eyes of
physicists and engineers. Data is noisy by nature and classical statistical tools have so far …

Individual and collective stock dynamics: intra-day seasonalities

R Allez, JP Bouchaud - New Journal of Physics, 2011 - iopscience.iop.org
We establish several new stylized facts concerning the intra-day seasonalities of stock
dynamics. Beyond the well-known U-shaped pattern of the volatility, we find that the average …

[PDF][PDF] Les Cahiers de la Chaire/N 64

D Lautier, F Raynaud, MA Robe - 2014 - events.chairefdd.org
… Thanks go to Gautier Boucher and Pierre-Alain Reigneron for research assistance. Lautier
and Raynaud gratefully acknowledge support from the Chair Finance and Sustainable …

Information flows across the futures term structure: evidence from crude oil prices

D Lautier, F Raynaud, M Robe - AFFI 34th International Conference, 2017 - hal.science
We apply the concepts of mutual information and information flows and we built directed
graphs to investigate empirically the propagation of price fluctuations across a futures term …

Shock propagation across the futures term structure: evidence from crude oil prices

DH Lautier, F Raynaud, MA Robe - The Energy Journal, 2019 - journals.sagepub.com
To what extent are futures prices interconnected across the maturity curve? Where in the
term structure do price shocks originate, and which maturities do they reach? We propose a …

Reactive global minimum variance portfolios with k-BAHC covariance cleaning

C Bongiorno, D Challet - The European Journal of Finance, 2022 - Taylor & Francis
We introduce a covariance cleaning method which works well in the very high-dimensional
regime, ie when there are many more assets than data points per asset. This opens the way …