Event

MiSoC Workshop on Family and Education Economics

Presented by: Jonathan James, University of Bath Joanna Clifton-Sprigg, University of Bath Lingqing Jiang, University of Essex Zhen Zhu, University of Kent Silvia Avram, University of Essex Susan Harkness, University of Bristol Amber Howard, University of Bristol Angus Holford, University of Essex Birgitta Rabe, University of Essex

Venue: 2N2.4.16

Event

Learning control variables and instruments for causal analysis in observational data

This study introduces a data-driven, machine learning-based method to detect suitable control variables and instruments for assessing the causal effect of a treatment on an outcome in observational data, if they exist. Our approach tests the joint existence of instruments, which are associated with the treatment but not directly with...

Presented by: Nicolas Apfel (University of Innsbruck)

Venue: Online