Alternative data in finance and business: emerging applications and theory analysis

Y Sun, L Liu, Y Xu, X Zeng, Y Shi, H Hu, J Jiang… - Financial Innovation, 2024 - Springer
In the financial sector, alternatives to traditional datasets, such as financial statements and
Securities and Exchange Commission filings, can provide additional ways to describe the …

Sudden crisis events and firms' stock price fluctuations: A multidimensional heterogeneity perspective

M Tian, X Wang, J Xie, W Huang - Journal of Contingencies and …, 2024 - Wiley Online Library
This study takes listed companies that have experienced sudden crisis events as samples.
The event study method and multiple regression analysis are further adopted to explore the …

MuSu: A medium-term investment strategy by integrating Multifactor model with industrial Supply chain

Y Sun, L Liu, J Fang, X Zeng, Z Wan - International Journal of …, 2023 - World Scientific
Most experts try their best to enhance investment performance of multifactor strategy by
appending new useful factors or by optimizing existing factors. However, few people take the …

Jump Clustering, Information Flows, and Stock Price Efficiency

J Chen - Journal of Financial Econometrics, 2024 - academic.oup.com
We study the clustering behavior of stock return jumps modeled by a self/cross-exciting
process embedded in a stochastic volatility model. Based on the model estimates, we …

A Survey on Alternative Data in Finance and Business: Emerging Applications and Theory Analysis

Y Sun, L Liu, Y Xu, X Zeng, Y Shi… - Available at SSRN …, 2022 - papers.ssrn.com
In business and finance sector, traditional datasets such as financial statements, SEC filings,
etc., are generally distributed officially to statement what an enterprise operating is about …

Essays in corporate finance based on textual analysis

X Liu - 2023 - publications.ut-capitole.fr
My thesis comprises three chapters that revolve around the application of textual data
analysis to explore various aspects of finance and industrial organization. In Chapter 1, I …

Textual analysis of news and the cross-section of stock returns

R Tao - 2021 - centaur.reading.ac.uk
This thesis contributes to the growing literature on the textual analysis of news and the cross-
section of stock returns throughout three main chapters based on the Dow Jones Newswire …