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 …

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 …

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 …

A Practitioner's Guide to the Optimal Number of Clusters Algorithm.

M Andrews - Journal of Financial Data Science, 2023 - search.ebscohost.com
Identifying profitable investment strategies has been a long-standing challenge for finance
practitioners. The optimal number of clusters (ONC) algorithm is a reliable tool used to …