Empirical Evidence in US Courts

This video discusses the general types of datasets used for statistical analyses.

This video discusses how to summarize data.

This video discusses how elasticities, as they are used in antitrust regulation, are estimated.

This video presents the event study approach to using financial data to investigate the likely effects of proposed mergers on consumers.

This video presents the experimental framework and discusses how it helps isolate causal effects.

This video discusses how to generate hypotheses that can be tested with statistical tools.

This video outlines the process of testing hypotheses formally.

This video discusses the link between the sample data that are analyzed and the more general phenomenon being studied.

This video presents the intuitive understanding of causality as it is used in statistical work.

This video presents causal designs using observational data.

This video provides a discussion of how panel data models are estimated.

This video shows how to estimate panel data models in Stata.

This video introduces the intuition of regression models, as well as basic aspects of their estimation.

This video shows the mechanics of how regressions are estimated in Excel and Stata.