Robustness is better assessed with a few thoughtful models than with billions of regressions

2025/10/20 by Katrin Auspurg · 1 voice · 4 citations
Environmental Science · Social Sciences · #Air Quality and Health Impacts #Environmental Justice and Health Disparities #Environmental Impact and Sustainability

paper · pdf · doi:10.1073/pnas.2521917122

Citations

• Specification curve analysis

Cited by

• Multiverse analysis, abdication of responsibility and manufacturing of doubt
• Immigrant Residential Segregation in Europe: A Comparative Study of Spatial Segregation Patterns in Urban Areas across 30 Countries
• Single-Dataset Meta-Analysis For Many-Analysts And Multiverse Studies
• Reply to Auspurg: On the limits of "justified" model spaces. [europepmc]

Discussions

• Multiverse studies seem doomed to perpetuate a cycle of "look it varies!" "but not that much" "does too!". Here's another exchange that I had missed. "Robustness is better assessed with a few thou [bsky, 47 points, 1 comments]