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Ordered by a blend of empirical rigor (60%) and math complexity (40%).

Co-trading networks for modeling dynamic interdependency structures and estimating high-dimensional covariances in US equity markets

The time proximity of trades across stocks reveals interesting topological structures of the equity market in the United States. In this article, we investigate how such concurrent cross-stock trading behaviors, which we denote as co-trading, shape the market structures and affect stock price co-mov

Holy Grail Math 6.5 Rigor 8 ·  February 18, 2023

Form 10-K Itemization

Form 10-K report is a financial report disclosing the annual financial state of a public company. It is an important evidence to conduct financial analysis, i.e., asset pricing, corporate finance. Practitioners and researchers are constantly designing algorithms to better conduct analysis on informa

Street Traders Math 1.5 Rigor 6 ·  February 18, 2023

Company Competition Graph

Financial market participants frequently rely on numerous business relationships to make investment decisions. Investors can learn about potential risks and opportunities associated with other connected entities through these corporate connections. Nonetheless, human annotation of a large corpus to

Street Traders Math 2 Rigor 5.5 ·  April 1, 2023

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