This paper presents a user-friendly version of Persistent Homology (PH) graph code to model financial market structures and changes. By leveraging Topological Data Analysis (TDA), the code offers an effective approach for analyzing high-dimensional stock data, enabling the identification of persistent …

This paper presents user-friendly code for the implementation of a loss function for neural network time series models that exploits the topological structures of financial data. By leveraging the recently-discovered presence of topological features present in financial time series data, the code offers …

In the constantly changing landscape of corporate sustainability, navigating the complex network of ESG reporting standards and frameworks has become a significant challenge for businesses worldwide. This research seeks to improve understanding of ESG reporting and shed light on the complexities of the …

This paper investigates the application of neural basis expansion analysis with exogenous variables (NBEATSx) in the prediction of daily stock realized volatility for various time steps. It compares NBEATSx’s forecasting accuracy and robustness with several commonly used models, namely Long-Short Term …

Purpose The concept of banking reputation has gained significant attention due to its relevance in the banking industry. A strong reputation has become crucial for a bank’s success, as it affects trust, credibility and stakeholders' perceptions. However, understanding and managing reputation in the banking …

The rapid growth of FinTech (financial technology) companies has brought significant transformation in the global financial landscape (Electronic Transactions Association (ETA), 2021). This disruption is intensifying after the COVID-19 pandemic (International Monetary Fund (IMF), 2022). The decentralized …

This idea of global citizenship is particularly important for the next generation of leaders and thinkers. As students in business schools around the world prepare for their careers, they are targeting not just their local communities, but the seven billion potential customers who make up our global …

The contemporary use of resources in the ‘take-make-waste’ economy accounts for 70% of global greenhouse gas emissions, demonstrating unsustainable patterns of consumption and production. Therefore, the status quo of business operations needs to be changed. This study aims to find out how a circular …

Background A growing body of literature indicates that adolescent girls who talk with close friends about interpersonal problems or worries in an excessive, speculative way, and with an intense focus on distress (i.e., co-rumination) are at heightened risk for developing internalizing symptoms and disorders …

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