Nowcasting reported covid-19 hospitalizations using de-identified, aggregated medical insurance claims data

• Xueda Shen ,

  Roles Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

  * E-mail: shenxueda@berkeley.edu

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

  https://orcid.org/0000-0003-1218-5068

  ⨯
• Aaron Rumack,

  Roles Methodology, Writing – review & editing

  Affiliation Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

  ⨯
• Bryan Wilder,

  Roles Supervision, Writing – review & editing

  Affiliation Machine Learning Department, Carnegie Mellon University, Pittsburgh, Pennsylvania, United States of America

  ⨯
• Ryan J Tibshirani

  Roles Supervision, Writing – review & editing

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

  ⨯