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Litigation Insights is an annual publication prepared by Vincents’ Economics and Data Analytics Unit that explores how economic frameworks and data science intersect to analyse complex issues that arise in litigation. We report on versatile analytical tools and data sources to help lawyers develop better legal strategies and conduct informed discovery.

“Causation: A Data Science Perspective for Lawyers” delves into the frameworks and techniques used to address causal claims. The publication aims to bridge the gap between traditional damages approaches and the innovative approaches used in fields like economics and sociology. By embracing these techniques, legal professionals can potentially enhance the rigor and credibility of their analyses, particularly in cases involving allegations of misleading advertising, product liability, competition, and ESG matters.