David Rossell
Scholar

David Rossell

Google Scholar ID: 1iWGSc0AAAAJ
Department of Economics, Universitat Pompeu Fabra
Bayesian statisticsBig dataModel selectionHigh-dimensional inferenceApplications
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Citations & Impact
All-time
Citations
3,918
 
H-index
23
 
i10-index
32
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗GitHubOpen ↗
Publications
3 items
E-Values For Multiplicity Control In Multiverse Analysis
2026
Cited
0
Positive-definiteness in separable priors: effects on prior interpretability and inference
2026
Cited
0
Empirical Bayes for Data Integration
2025
Cited
0
Resume
Background
  • Broad research interests in high-dimensional inference, especially in regression, graphical models, and networks
  • Work spans theory and methods, computational strategies, and data integration
  • Applies statistical modeling in Social Sciences and Biomedicine
  • Emphasizes Bayesian approaches
  • Authored an online book on model selection focusing on Bayesian methods and L0 criteria for high-dimensional problems (work in progress)
  • Most methodologies are implemented in R packages