Causal Factor Investing: Can Factor Investing Become Scientific?

M Lopez de Prado - Available at SSRN 4205613, 2022 - papers.ssrn.com
Virtually all journal articles in the factor investing literature make associational claims, in
denial of the causal content of factor models. Authors do not identify the causal graph …

On semi-automated extraction of causal networks from raw text

SJ Sheikh, S Haider, AH Levis - Engineering Applications of Artificial …, 2023 - Elsevier
A rule-based framework, named SCANER (Semi-automated CAusal Network Extraction from
Raw text) is presented. SCANER converts raw text into causal networks using a set of …

The Hierarchy of Empirical Evidence in Finance.

M López de Prado - Journal of Portfolio Management, 2023 - search.ebscohost.com
Recent progress in causal inference has opened a path, however difficult, for advancing
financial economics beyond its current phenomenological stage. This article proposes a …

[BOOK][B] Causal Factor Investing: Can Factor Investing Become Scientific?

MML de Prado - 2023 - books.google.com
Virtually all journal articles in the factor investing literature make associational claims,
instead of causal claims. Authors do not identify the causal graph consistent with the …

Financial Networks and Portfolio Management.

GS Konstantinov, I Aldridge… - Journal of Portfolio …, 2023 - search.ebscohost.com
This article aims to provide information on how networks gauge and visualize complex
interactions and relationships between assets, factors, or other economic variables. The …

Ranking Empirical Evidence in Finance

M Lopez de Prado - Available at SSRN 4425855, 2023 - papers.ssrn.com
Recent progress in causal inference has opened a path, however difficult, for advancing
financial economics beyond its current phenomenological stage. The goal of this article is to …

Understanding World Economy Dynamics Based on Indicators and Events

Y Abbas, A Daouia - 2023 - publications.ut-capitole.fr
Studying the content and impact of news articles has been a recurring interest in economics,
finance, psychology, and political and media literature over the last 20 years. Most of these …