Sharp instruments for classifying compliers and generalizing causal effects
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Publication:2215722
DOI10.1214/19-AOS1874zbMath1455.62071arXiv1801.03635MaRDI QIDQ2215722
Edward H. Kennedy, Max G'sell, Sivaraman Balakrishnan
Publication date: 14 December 2020
Published in: The Annals of Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/1801.03635
Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05)
Related Items (4)
Sensitivity Analysis via the Proportion of Unmeasured Confounding ⋮ Towards optimal doubly robust estimation of heterogeneous causal effects ⋮ Assumption-Lean Analysis of Cluster Randomized Trials in Infectious Diseases for Intent-to-Treat Effects and Network Effects ⋮ Data-adaptive efficient estimation strategies for biomarker studies embedded in randomized trials
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