David Eric Kohns
Scholar

David Eric Kohns

Google Scholar ID: 9gKE8e4AAAAJ
Aalto University
Bayesian EconometricsShrinkage PriorsBayesian Quantile RegressionProbabilistic Machine
Citations & Impact
All-time
Citations
107
 
H-index
6
 
i10-index
3
 
Publications
17
 
Co-authors
6
list available
Publications
17 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Background
  • Currently a Postdoctoral Researcher in the Bayesian Workflow Group under Prof. Aki Vehtari at Aalto University, Department of Computer Science.
  • Research focuses on developing novel econometric and statistical methods for safe modeling of big data in macroeconomics and finance.
  • Combines modeling techniques from machine learning and Bayesian statistics for interpretable and scalable time-series and quantile regression analysis.
  • Broad research interests in Bayesian Statistics and their applications in social science research.
  • Applied his research as a PhD researcher at the Bank of England (Current Economic Conditions Division).