2 papers
econ.EM2024
Moderating the Mediation Bootstrap for Causal Inference
Kees Jan van Garderen, Noud van Giersbergen
Mediation analysis is a form of causal inference that investigates indirect effects and causal mechanisms. Confidence intervals for indirect effects play a central role in conducti…
stat.ML2024
Optimizing importance weighting in the presence of sub-population shifts
Floris Holstege, Bram Wouters, Noud van Giersbergen +1
A distribution shift between the training and test data can severely harm performance of machine learning models. Importance weighting addresses this issue by assigning different w…