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Assessing Emerging Markets through Transactional Dynamics: A New Multi-Dimensional Valuation Framework
https://d.repec.org/n?u=RePEc:osf:socarx:d8jkt&r=&r=big
Published: November 8, 2024 00:00
This paper introduces a novel transaction-function model for valuing emerging markets, integrating machine learning, agent-based modeling, and multi-method valuation techniques. Traditional valuation models often rely on aggregated economic indicators such…
Medical certificates and sickness absence: who stays away from work if monitoring is relaxed?
https://d.repec.org/n?u=RePEc:hhs:ifauwp:2024_019&r=&r=big
Published: November 8, 2024 00:00
Sickness insurance guarantees employees the right to take leave from work when they are sick, but is vulnerable to excessive use because monitoring of recipients’ health is difficult and costly. In terms of costs, it would be preferable to focus monitoring…
Natural Language Processing Techniques for Long Financial Document
https://d.repec.org/n?u=RePEc:pie:dsedps:2024/317&r=&r=big
Published: November 1, 2024 00:00
In finance, Natural Language Processing (NLP) has become both a powerful and challenging tool, as extensive unstructured documents—such as business plans, financial reports, and regulatory filings—hold essential insights for strategic decision-making. This…
Crowdfunding Success: Human Insights vs Algorithmic Textual Extraction
https://d.repec.org/n?u=RePEc:pie:dsedps:2024/315&r=&r=big
Published: November 1, 2024 00:00
Using a unique dataset of equity offerings from crowdfunding platforms, we explore the synergy between human insights and algorithmic analysis in evaluating campaign success through business plan assessments. Human evaluators (students) used a predefined…
Taming the Curse of Dimensionality:Quantitative Economics with Deep Learning
https://d.repec.org/n?u=RePEc:pen:papers:24-034&r=&r=big
Published: October 29, 2024 00:00
We argue that deep learning provides a promising avenue for taming the curse of dimensionality in quantitative economics. We begin by exploring the unique challenges posed by solving dynamic equilibrium models, especially the feedback loop between…