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Why the In-Sample Prediction Approach Fails as a Reliable Method for Assessing Classwide Harm
Article

Why the In-Sample Prediction Approach Fails as a Reliable Method for Assessing Classwide Harm

This article provides an overview of the approach and explains that it is unreliable because it fails two fundamental tests of reliable econometric methods.

Surfacing the Hidden Assumptions of the In-Sample Prediction Method
Article

Surfacing the Hidden Assumptions of the In-Sample Prediction Method

While several courts have accepted this method to date, this article argues that this method is not reliable.

Why This Popular Class Certification Approach Doesn’t Measure Up
Article

Why This Popular Class Certification Approach Doesn’t Measure Up

The article explains why the “in-sample prediction approach” is unreliable.

The Cambridge Handbook of Marketing and the Law
Article

The Cambridge Handbook of Marketing and the Law

Cornerstone Research experts and staff contributed chapters on valuation of personal data, brand value, search engine advertising, and marketing analysis.

How AI and Machine Learning Are Impacting the Litigation Landscape
Article

How AI and Machine Learning Are Impacting the Litigation Landscape

Mike DeCesaris and Sachin Sancheti detail how expert witnesses are incorporating artificial intelligence and machine learning into their testimonies.

Consumer Analysis Techniques for Partitioned Pricing Cases
Article

Consumer Analysis Techniques for Partitioned Pricing Cases

This article analyzes recent regulatory and litigation trends surrounding partitioned pricing.

Economic Evidence in Recent Competition Class Actions in the UK
Article

Economic Evidence in Recent Competition Class Actions in the UK

The authors discuss economic assessment requirements for class certification in four cases following Merricks v Mastercard.

The Role of Economic Analysis in UK Shareholder Actions
Article

The Role of Economic Analysis in UK Shareholder Actions

The authors provide a summary of key concepts in financial economics that may be important in the context of shareholder actions in the UK.

Why Curve-Fitting Cannot Be Used to Show Causation or Estimate Impact
Article

Why Curve-Fitting Cannot Be Used to Show Causation or Estimate Impact

Iain Cockburn discusses the problems with curve-fitting methodology in economic analysis in this Westlaw article.

The Legal and Economic Implications from Recent UK Spoofing Cases
Article

The Legal and Economic Implications from Recent UK Spoofing Cases

The authors discuss the FCA’s increased enforcement focus on spoofing cases.

Antitrust Impact in Class/Collective Actions
Article

Antitrust Impact in Class/Collective Actions

The authors provide an overview of how economic analysis can be used to assess the common impact question in the U.S., Canada, and the U.K.

Economic Analysis at the Class Certification Stage of Exchange Act Securities Class Actions
Article

Economic Analysis at the Class Certification Stage of Exchange Act Securities Class Actions

The authors overview issues requiring economic analysis at the class certification stage of securities class actions and consider the effects of market disruptions on these analyses.

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