313 citations · 1.6k across the 58 of their papers we have counts for
Showing 2023Show all
3 papers · 1 filter
stat.ME2023★ 2 cited
Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators
Lin Liu, Rajarshi Mukherjee, James M. Robins
The class of doubly-robust (DR) functionals studied by Rotnitzky et al. (2021) is of central importance in economics and biostatistics. It strictly includes both (i) the class of m…
physics.ed-ph2023
Comment on "Examining the effect of counter-narratives about physics on women's physics career intentions"
M. B. Weissman, J. M. Robins
A paper evaluating the effects of lessons intended to encourage high school students to continue physics studies made some important errors. One was to underestimate the width of c…
math.ST2023
Potential Outcome and Decision Theoretic Foundations for Statistical Causality
Thomas S. Richardson, James M. Robins
In a recent paper published in the Journal of Causal Inference, Philip Dawid has described a graphical causal model based on decision diagrams. This article describes how single-wo…