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Machine learning methods in finance: Recent applications and prospects
We study how researchers can apply machine learning (ML) methods in finance. We first
establish that the two major categories of ML (supervised and unsupervised learning) …
establish that the two major categories of ML (supervised and unsupervised learning) …
Governing cybersecurity from the boardroom: challenges, drivers, and ways ahead
Overall, the responsibility to oversee cyber-risk management in modern organisations lies
with Boards of Directors. However, evidence suggests that boards are not nearly as …
with Boards of Directors. However, evidence suggests that boards are not nearly as …
Board governance of strategic change: An assessment of the literature and avenues for future research
Boards of directors play a central role in governing corporate strategic change. We
systematically review corporate governance research on strategic change published over …
systematically review corporate governance research on strategic change published over …
Women directors and E&S performance: Evidence from board gender quotas
E Ginglinger, C Raskopf - Journal of Corporate Finance, 2023 - Elsevier
Using the natural experiment created by France's 2011 board gender quota law, we find that
the presence of women on boards increases firms' environmental and social (E&S) …
the presence of women on boards increases firms' environmental and social (E&S) …
[HTML][HTML] Board sub-committee effectiveness, director attraction and director attrition: do nomination and remuneration committees matter?
This study examines whether the effectiveness of board subcommittees is associated with
director attrition and the attraction of new directors to boards. Using a sample of firms listed …
director attrition and the attraction of new directors to boards. Using a sample of firms listed …
Earnings quality and board meeting frequency
N Vafeas, A Vlittis - Review of Quantitative Finance and Accounting, 2024 - Springer
We propose that corporate directors are in greater need of soft information about the firm
when the quality of hard accounting information is low. We further propose that board …
when the quality of hard accounting information is low. We further propose that board …
Overlap** membership between risk management committee and audit committee and bank risk-taking: Evidence from China
BY Ding, F Wei - International Review of Financial Analysis, 2023 - Elsevier
Although overlap** membership between risk management committee and audit
committee is prevalent in banks' boards, the existing literature focuses on the impact of a …
committee is prevalent in banks' boards, the existing literature focuses on the impact of a …
Corporate governance mechanisms and renewable energy transition
Purpose The intensity of carbon emissions has led to the serious problem of global warming,
and the consequences in terms of climatic disasters are gaining increasing attention …
and the consequences in terms of climatic disasters are gaining increasing attention …
Busy directors and shareholder satisfaction
KD Chen, WR Guay - Journal of Financial and Quantitative Analysis, 2020 - cambridge.org
Prior research has examined the firm-level performance implications of “busy” boards. Firm-
level analysis, however, masks important heterogeneity in the time constraints and expertise …
level analysis, however, masks important heterogeneity in the time constraints and expertise …
Inference for regression with variables generated from unstructured data
The leading strategy for analyzing unstructured data uses two steps. First, latent variables of
economic interest are estimated with an upstream information retrieval model. Second, the …
economic interest are estimated with an upstream information retrieval model. Second, the …