An overview of StarMine Mergers and Acquisition Target Model
- The StarMine Mergers and Acquisition Target Model (M&A Target) gauges the probability of a public company being acquired by examining both textual information and fundamental data about the business. It offers a 12-month forecast of acquisition likelihood for tens of thousands of public companies worldwide.
- The model is divided into two segments: a text component and a fundamental component. The text component employs a bottom-up strategy, beginning with Reuters News articles, scoring these documents with the BERT-RNA model, and then synthesizing these scores at the company level. The fundamental component utilizes structured data from financial fundamentals, transactions, shareholder activism, pricing, and corporate actions to produce a company score. Both components' outputs are combined to create the final M&A Target Score.
KEY FACTS
What you get with StarMine Mergers and Acquisition Target Model
The StarMine Mergers and Acquisition Target Model assesses the chances of a public company being acquired by evaluating textual and fundamental data about the company. This model offers a 12-month prediction of acquisition probability for tens of thousands of public companies worldwide.
The model is divided into two parts: a text component and a fundamental component. The text component employs a bottom-up strategy, starting with Reuters News articles, assigning document scores using the BERT-RNA model, and then aggregating these scores to derive a company-level score. The fundamental component relies on structured data from areas like fundamentals, deals, shareholder activism, pricing, and corporate actions to produce a company score. These two components are combined to create a final M&A Target Score.
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