About the Authors

Garret Christensen

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

garret@berkeley.edu

Affiliation U.S. Census Bureau, Washington, DC, United States of America

Allan Dafoe

Roles Conceptualization, Formal analysis, Writing – review & editing

Affiliation University of Oxford, Oxford, England, United Kingdom

Edward Miguel

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Methodology, Project administration, Writing – review & editing

Affiliation University of California, Berkeley, California, United States of America

Don A. Moore

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Writing – original draft, Writing – review & editing

Affiliation University of California, Berkeley, California, United States of America

Andrew K. Rose

Roles Conceptualization, Formal analysis, Investigation, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation University of California, Berkeley, California, United States of America

Competing Interests

The authors have declared that no competing interests exist.