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Social and Behavioral Sciences Commons™
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Full-Text Articles in Social and Behavioral Sciences
Ispy: Threats To Individual And Institutional Privacy In The Digital World, Lori Andrews
Ispy: Threats To Individual And Institutional Privacy In The Digital World, Lori Andrews
All Faculty Scholarship
What type of information is collected, who is viewing it, and what law librarians can do to protect their patrons and institutions.
A General Approach For Predicting The Behavior Of The Supreme Court Of The United States, Daniel Katz
A General Approach For Predicting The Behavior Of The Supreme Court Of The United States, Daniel Katz
All Faculty Scholarship
Building on developments in machine learning and prior work in the science of judicial prediction, we construct a model designed to predict the behavior of the Supreme Court of the United States in a generalized, out-of-sample context. To do so, we develop a time-evolving random forest classifier that leverages unique feature engineering to predict more than 240,000 justice votes and 28,000 cases outcomes over nearly two centuries (1816-2015). Using only data available prior to decision, our model outperforms null (baseline) models at both the justice and case level under both parametric and non-parametric tests. Over nearly two centuries, we achieve …