Explainable machine learning for public policy: Use cases, gaps, and research directions by Kasun Amarasinghe, Kit T. Rodolfa, Hemank Lamba, Rayid Ghani

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PROTOCOL: Does executive compensation predict publicly traded firms’ financial performance or inaccurate financial reporting? by Denise M. Rousseau, Donna Beck, ByeongJo Kim, Ryan Splenda, Sarah Young

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Toward a Reconceptualization of Confidentiality Protection in the Context of Linkages with Administrative Records by Stephen E. Fienberg

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Legalising Drugs Prudently: The Importance of Incentives and Values by Jonathan Caulkins

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Bayesian Matrix Learning by Principle Eigenvector for Completing Missing Medical Data by Mandi Liu, Lei Zhang, Qi Yue

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Pace yourself: Improving time-saving judgments when increasing activity speed by Eyal Peer, Eyal Gamliel

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Face Recognition and Privacy in the Age of Augmented Reality by Alessandro Acquisti, Ralph Gross, Fred Stutzman

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“The Revolution Will Be Feminist—Or It Won’t Be a Revolution”: Feminist Response to Inequality in Chile by Sarah Perry, Silvia Borzutzky

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Differential Privacy for Protecting Multi-dimensional Contingency Table Data: Extensions and Applications by Xiaolin Yang, Stephen E. Fienberg, Alessandro Rinaldo

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Using the Beta distribution in group-based trajectory models by Jonathan Elmer, Bobby L. Jones, Daniel S. Nagin

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Professionally biased: Misestimations of driving speed, journey time and time-savings among taxi and car drivers by Eyal Peer, Lidor Solomon

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AI specialization for pathways of economic diversification by Saurabh Mishra, Robert Koopman, Giuditta De Prato, Anand Rao, Israel Osorio-Rodarte, Julie Kim, Nikola Spatafora, Keith Strier, Andrea Zaccaria

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Achieving Both Valid and Secure Logistic Regression Analysis on Aggregated Data from Different Private Sources by Yuval Nardi, Stephen E. Fienberg, Robert J. Hall

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Variability of Best-Estimate Flood Depth Return Periods in Coastal Louisiana by Mikaela R. Meyer, David R. Johnson

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Silent Listeners: The Evolution of Privacy and Disclosure on Facebook by Fred Stutzman, Ralph Gross, Alessandro Acquisti

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Cultural Differences in the Allocation of Attention to Information Architecture Components by Wei Jeng, Hsin-Yuan Hu, Gao-Ming Tang, Shih-Yi Chien

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Changes in Crime Rates during the COVID-19 Pandemic by Mikaela Meyer, Ahmed Hassafy, Gina Lewis, Prasun Shrestha, Amelia M. Haviland, Daniel S. Nagin

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Trajectories of Follow-up Compliance in a Fracture Liaison Service and Their Predictors: A Longitudinal Group-Based Trajectory Analysis by Andréa Senay, Julio C Fernandes, Josée Delisle, Suzanne N Morin, Daniel Nagin, Sylvie Perreault

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Cognitive versatility and adaptation to fluid participation in hospital emergency department teams by Ishani Aggarwal, Anna T. Mayo, Toshio Murase, Evelyn Y. Zhang, Brandy Aven, Anita Williams Woolley

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A sunny future: expert elicitation of China's solar photovoltaic technologies by Long T Lam, Lee Branstetter, Inês L Azevedo

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