Research

Job Market Paper: Partial Identification with Multivariate Causal Forests. Abstract

Working Papers:

  1. A Test for Instrument Validity: Applications to the Returns to Schooling. Abstract
  2. Deep Ensemble Transformers (with Marius Geitle). Abstract

Work in Progress:

  1. PLS-Deep Learning for Instrumental Variables (with Nicholas Polson and Vadim Sokolov).
  2. The Parameter-Tailored Loss Functions in Neural Networks (with Nicholas Polson).
  3. Anomaly Detection with Causal Forests (with Omkar Katta, Lucas Carpentier).
  4. Random Forest Partitions (with Omkar Katta).
  5. Deep Honest Forests (with Marius Geitle).
  6. Overeducation and the Occupational Mismatch in the Labor Market (with Knut Røed and Simen Markussen) Project.
  7. Oil Price Shock and Low-Carbon Transition (with Elisabeth Isaksen and Cloe Garnache) Project.