Data-Driven Classification of Pharmaceutical and Biotechnology Companies

This study presents a novel approach for classifying biopharmaceutical companies from 2000 to 2023. We use fundamental financial data, 10-K filings, and company drug development data to develop this new classification scheme. Return correlations are used to measure the similarity of companies within...

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Bibliographic Details
Main Author: Xu, Angelina
Other Authors: Lo, Andrew
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/156942