1/12/2021 Asset Pricing & Behavioural Finance Graph Neural Networks for Asset Management In this research article, Amundi Quantitative Research explores the use of graph theory and neural networks in asset management.
23/11/2021 Sustainable Finance ESG and Sovereign Risk - What is Priced in by the Bond Marke... In this paper, we examine the materiality of ESG on country creditworthiness from a credit risk analysis viewpoint. To address this, we consider a granular...
12/11/2021 Portfolio Allocation ESG Improvers in Credit Investing The objective of this article is to explore the impact of ESG Improvers on the corporate bond market.
9/11/2021 Sustainable Finance Green Sentiment, Stock Returns, and Corporate Behavior In this paper, we propose a new method to estimate nonfundamental demand shocks for green financial assets based on the arbitrage activity of exchange-traded...
6/10/2021 Asset Pricing & Behavioural Finance Liquidity Stress Testing in Asset Management - Part 3. Manag... This article is part of a comprehensive research project on liquidity risk in asset management, which can be divided into three dimensions.
30/06/2021 Portfolio Allocation Revisiting Quality Investing In the field of factor investing, quality is undoubtedly the equity factor with the weakest consensus. This research investigates the best way to define...
3/06/2021 Portfolio Allocation Measuring and Pricing Cyclone-Related Physical Risk under Ch... We propose a statistical methodology to quantify the financial implications of tropical cyclone-related physical risks implied by climate change.
18/05/2021 Asset Pricing & Behavioural Finance Liquidity Stress Testing in Asset Management - Part 2. Model... This article is part of a comprehensive research project on liquidity risk in asset management, which can be divided into three dimensions. The first...
26/04/2021 Machine Learning & Artificial Intelligence Robo-Advising: Less AI and More XAI? We start by considering some of the key reasons behind the academic and industry interest in robo-advisors. We discuss how robo-advice could potentially...
24/03/2021 Machine Learning & Artificial Intelligence Bond Index Tracking with Genetic Algorithms Bond portfolio optimization is very different from equity portfolio optimization. Indeed, while continuous optimization is efficient when managing a portfolio...
26/02/2021 Portfolio Allocation Understanding the Performance of the Equity Value Factor After decades of sound performance, doubts have been cast on the ability of the equity value strategy to keep delivering in the aftermath of the 2008...
22/02/2021 Asset Pricing & Behavioural Finance Tracking ECB’s Communication: Perspectives and Implications ... This article assesses the communication of the European Central Bank (ECB) using Natural Language Processing (NLP) techniques.
26/01/2021 Sustainable Finance The Market Measure of Carbon Risk and its Impact on the Mini... Like ESG investing, climate change is an important concern for asset managers and owners, and a new challenge for portfolio construction.
13/01/2021 Portfolio Allocation Responsible Investing and Stock Allocation We analyze the portfolio choices of approximately 913,000 active participants in employee saving plans in France.
5/01/2021 Asset Pricing & Behavioural Finance Liquidity Stress Testing in Asset Management - Part 1. Model... This article is part of a comprehensive research project on liquidity risk in asset management, which can be divided into three dimensions.