Text analytics and accounting: Social media and fraud detection
Slides from the SMU PhD Research Workshop + Information Session
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machine learning
Corporate Fraud, LDA, and Econometrics — DSSG talk, 2019
Slides from my Data Science Singapore (DSSG) talk
Detecting Financial Misreporting in 2019
A brief overview of using machine learning to detect financial misreporting at scale.
What are You Saying? Using Topic to Detect Financial Misreporting, 2018
Detecting financial misreporting by leveraging the information firms wrote in their annual reports.
Discretionary Dissemination on Twitter, 2018
Research on when and how firms tweet about accounting information.