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Data-Adaptive Bias-Reduced Doubly Robust Estimation

https://doi.org/10.1515/ijb-2015-0029
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/sim.3113openalex-snapshot
Covariate adjustment for two‐sample treatment comparisons in randomized clinical trials: A principled yet flexible approach
inferredcites →https://doi.org/10.1002/sim.3445openalex-snapshot
Covariate adjustment in randomized trials with binary outcomes: Targeted maximum likelihood estimation
inferredcites →https://doi.org/10.1002/sim.6386openalex-snapshot
Increasing the power of the Mann‐Whitney test in randomized experiments through flexible covariate adjustment
inferredcites →https://doi.org/10.1007/978-1-4757-2545-2openalex-snapshot
Weak Convergence and Empirical Processes
inferredcites →https://doi.org/10.1080/01621459.1994.10476818openalex-snapshot
Estimation of Regression Coefficients When Some Regressors Are Not Always Observed
inferredcites →https://doi.org/10.1080/01621459.1999.10473862openalex-snapshot
Adjusting for Nonignorable Drop-Out Using Semiparametric Nonresponse Models
inferredcites →https://doi.org/10.1080/01621459.2014.958155openalex-snapshot
Bias-Reduced Doubly Robust Estimation
inferredcites →https://doi.org/10.1080/03610929408831393openalex-snapshot
Correcting for non-compliance in randomized trials using structural nested mean models
inferredcites →https://doi.org/10.1093/biomet/63.3.581openalex-snapshot
Inference and missing data
inferredcites →https://doi.org/10.1093/biomet/67.2.279openalex-snapshot
Local Ancillarity
inferredcites →https://doi.org/10.1093/biomet/asp033openalex-snapshot
Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data
inferredcites →https://doi.org/10.1093/biomet/asq035openalex-snapshot
Bounded, efficient and doubly robust estimation with inverse weighting
inferredcites →https://doi.org/10.1093/biomet/ass013openalex-snapshot
Improved double-robust estimation in missing data and causal inference models
inferredcites →https://doi.org/10.1111/j.1541-0420.2005.00377.xopenalex-snapshot
Doubly Robust Estimation in Missing Data and Causal Inference Models
inferredcites →https://doi.org/10.1111/j.1541-0420.2010.01476.xopenalex-snapshot
Improved Doubly Robust Estimation When Data Are Monotonely Coarsened, with Application to Longitudinal Studies with Dropout
inferredcites →https://doi.org/10.1177/0962280210386207openalex-snapshot
Diagnosing and responding to violations in the positivity assumption
inferredcites →https://doi.org/10.1177/0962280210387717openalex-snapshot
On model selection and model misspecification in causal inference
inferredcites →https://doi.org/10.1214/07-sts227openalex-snapshot
Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
inferredcites →https://doi.org/10.1214/07-sts227aopenalex-snapshot
Comment: Understanding OR, PS and DR
inferredcites →https://doi.org/10.1214/07-sts227bopenalex-snapshot
Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
inferredcites →https://doi.org/10.1214/07-sts227copenalex-snapshot
Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
inferredcites →https://doi.org/10.1214/07-sts227dopenalex-snapshot
Comment: Performance of Double-Robust Estimators When “Inverse Probability” Weights Are Highly Variable
inferredcites →https://doi.org/10.1214/07-sts227rejopenalex-snapshot
Rejoinder: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data
inferredcites →https://doi.org/10.1515/ijb-2012-0038openalex-snapshot
Targeted Estimation of Nuisance Parameters to Obtain Valid Statistical Inference
inferredcites →https://doi.org/10.1515/ijb-2014-0039openalex-snapshot
Targeted Maximum Likelihood Estimation using Exponential Families
inferredcites →https://doi.org/10.2202/1557-4679.1043openalex-snapshot
Targeted Maximum Likelihood Learning
inferredcites →https://doi.org/10.2202/1557-4679.1084openalex-snapshot
Empirical Efficiency Maximization: Improved Locally Efficient Covariate Adjustment in Randomized Experiments and Survival Analysis
inferredcites →https://doi.org/10.2202/1557-4679.1115openalex-snapshot
Simple Optimal Weighting of Cases and Controls in Case-Control Studies
inferredcites →https://doi.org/10.2202/1557-4679.1181openalex-snapshot
Collaborative Double Robust Targeted Maximum Likelihood Estimation
inferredcites →https://doi.org/10.2202/1557-4679.1260openalex-snapshot
A Targeted Maximum Likelihood Estimator of a Causal Effect on a Bounded Continuous Outcome
inferredcites →https://doi.org/10.2202/1557-4679.1308openalex-snapshot
The Relative Performance of Targeted Maximum Likelihood Estimators
inferredcites →https://doi.org/10.2307/2533465openalex-snapshot
Efficient and Adaptive Estimation for Semiparametric Models.
inferredcites →https://doi.org/10.5705/ss.2009.265openalex-snapshot
Doubly robust instrumental variable regression

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4134564openalex-extracted
Semiparametric Single-Index Estimation for Average Treatment Effects
inferred← citeshttps://doi.org/10.1002/9781118445112.stat08068openalex-snapshot
Double Robustness
inferred← citeshttps://doi.org/10.1002/sim.7389openalex-snapshot
Doubly robust inference for targeted minimum loss–based estimation in randomized trials with missing outcome data
inferred← citeshttps://doi.org/10.1007/s40304-022-00308-4openalex-snapshot
An Alternative Doubly Robust Estimation in Causal Inference Model
inferred← citeshttps://doi.org/10.1016/j.csda.2021.107399openalex-snapshot
Doubly robust estimation in causal inference with missing outcomes: With an application to the Aerobics Center Longitudinal Study
inferred← citeshttps://doi.org/10.1017/pan.2024.13openalex-snapshot
Countering Non-Ignorable Nonresponse in Survey Models with Randomized Response Instruments and Doubly Robust Estimation
inferred← citeshttps://doi.org/10.1080/01621459.2020.1753522openalex-snapshot
Robust Q-Learning
inferred← citeshttps://doi.org/10.1080/02664763.2020.1845623openalex-snapshot
Robust estimation of models for longitudinal data with dropouts and outliers
inferred← citeshttps://doi.org/10.1080/07474938.2025.2457561openalex-snapshot
Semiparametric single-index estimation for average treatment effects
inferred← citeshttps://doi.org/10.1093/biomet/asad055openalex-snapshot
Selective machine learning of doubly robust functionals
inferred← citeshttps://doi.org/10.1093/biomet/asx027openalex-snapshot
Multiple robustness in factorized likelihood models
inferred← citeshttps://doi.org/10.1093/biomet/asx053openalex-snapshot
Doubly robust nonparametric inference on the average treatment effect
inferred← citeshttps://doi.org/10.1093/gerona/gly224openalex-snapshot
Evaluation of Frailty as an Unmeasured Confounder in Observational Studies of Antidiabetic Medications
inferred← citeshttps://doi.org/10.1111/biom.12859openalex-snapshot
An Alternative Robust Estimator of Average Treatment Effect in Causal Inference
inferred← citeshttps://doi.org/10.1111/biom.13719openalex-snapshot
Nonparametric Inverse-Probability-Weighted Estimators Based on the Highly Adaptive Lasso
inferred← citeshttps://doi.org/10.1111/rssb.12354openalex-snapshot
Doubly Robust Inference when Combining Probability and Non-Probability Samples with High Dimensional Data
inferred← citeshttps://doi.org/10.48550/arxiv.1802.02821openalex-snapshot
Data-adaptive doubly robust instrumental variable methods for treatment effect heterogeneity
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