65th ISI World Statistics Congress 2025

65th ISI World Statistics Congress 2025

Reproducibility and transparency in academia, and implications for statistical agencies

Conference

65th ISI World Statistics Congress 2025

Format: IPS Abstract - WSC 2025

Keywords: academia, replicability, reproducibility, transparency

Abstract

I explore practical approaches to issues of transparency and reproducibility in statistical work by academic and governmental groups. Based on the experience from reviewing and approving 2,500 replication packages for publication in economics journals, the lessons learned are mapped into a more general statistical publication process, with special reference to non-public data and other secrets.