Machine learning in accounting and finance research: a literature review

E Liaras, M Nerantzidis, A Alexandridis - Review of Quantitative Finance …, 2024 - Springer
In recent years, scholars in accounting and finance have shown a growing interest in
employing machine learning for academic research. This study combines bibliographic …

Probability of Informed No-Tradings: A Copula-Based PIN Model with Zero-Inflated Poisson Distributions

CLM Kao, E Lin, SC Wu - ITM Web of Conferences, 2024 - itm-conferences.org
Classical probability of informed trading (PIN) models assume that, given the information
scenario, the number of buy and sell order flows are independently Poisson distributed …

Impacto de los puntajes ESG sobre la eficiencia de mercado en América Latina

S Calderón Nieto, L Child Medina - 2022 - repositorio.uniandes.edu.co
El presente artículo busca identificar si tener un mayor puntaje ESG tiene un impacto sobre
la eficiencia de mercado en América Latina. Para ello, se empleó una regresión lineal …

A new PIN model with application of the change-point detection method

CLM Kao, E Lin - Review of Quantitative Finance and Accounting, 2023 - Springer
The existing PIN models impose a restriction on the number of possible intensity pairs.
However, our investigation shows that the number of empirical intensity pairs is significantly …