econ.EM, math.ST, stat.ME, stat.ML, stat.TH

Double Machine Learning of Continuous Treatment Effects with General Instrumental Variables

arXiv:2601.01471v2 Announce Type: replace-cross
Abstract: Estimating causal effects of continuous treatments is a common problem in practice, for example, in studying average dose-response functions. Classical analyses typically assume that all confou…