Inference on Strongly Identified Functionals of Weakly Identified
Functions

Inference on Strongly Identified Functionals of Weakly Identified Functions

17 August 2022

Vasilis Syrgkanis

Masatoshi Uehara

Papers citing "Inference on Strongly Identified Functionals of Weakly Identified Functions"

14 / 14 papers shown

Title
Detecting clinician implicit biases in diagnoses using proximal causal inference Kara Liu Russ Altman Vasilis Syrgkanis CML 40 0 0 27 Jan 2025
Automatic Double Reinforcement Learning in Semiparametric Markov Decision Processes with Applications to Long-Term Causal Inference Lars van der Laan David Hubbard Allen Tran Nathan Kallus Aurélien F. Bibaut OffRL 39 0 0 12 Jan 2025
Spectral Representation for Causal Estimation with Hidden Confounders Tongzheng Ren Haotian Sun Antoine Moulin Arthur Gretton Bo Dai CML 24 1 0 15 Jul 2024
Nonparametric Jackknife Instrumental Variable Estimation and Confounding Robust Surrogate Indices Aurélien F. Bibaut Nathan Kallus Apoorva Lal CML 21 0 0 20 Jun 2024
Targeted Sequential Indirect Experiment Design Elisabeth Ailer Niclas Dern Jason S. Hartford Niki Kilbertus 33 1 0 30 May 2024
Addressing Dynamic and Sparse Qualitative Data: A Hilbert Space Embedding of Categorical Variables Anirban Mukherjee Hannah H. Chang CML 11 0 0 22 Aug 2023
Optimally weighted average derivative effects Oliver Hines Karla Diaz-Ordaz S. Vansteelandt CML 19 2 0 10 Aug 2023
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions Zeshan Hussain M. Shih Michael Oberst Ilker Demirel D. Sontag 13 7 0 30 Jan 2023
Stable Probability Weighting: Large-Sample and Finite-Sample Estimation and Inference Methods for Heterogeneous Causal Effects of Multivalued Treatments Under Limited Overlap Ganesh Karapakula 9 0 0 13 Jan 2023
Relaxing Instrument Exogeneity with Common Confounders Christian Tien CML 14 0 0 05 Jan 2023
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs Masatoshi Uehara Haruka Kiyohara Andrew Bennett Victor Chernozhukov Nan Jiang Nathan Kallus C. Shi Wen Sun OffRL 10 16 0 26 Jul 2022
Long-term Causal Inference Under Persistent Confounding via Data Combination Guido Imbens Nathan Kallus Xiaojie Mao Yuhao Wang CML 8 34 0 15 Feb 2022
Nonparametric inference about mean functionals of nonignorable nonresponse data without identifying the joint distribution Wei Li Wang Miao E. T. Tchetgen Tchetgen 8 13 0 12 Oct 2021
Proximal Learning for Individualized Treatment Regimes Under Unmeasured Confounding Zhengling Qi Rui Miao Xiaoke Zhang CML 13 28 0 03 May 2021