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Inverse probability weighted estimators are the oldest and potentially most commonly used class of procedures for the estimation of causal effects.
Bibaut, A. F · 1907
Earlier work this paper cites.
van der Laan, M. J · 1908
Earlier work this paper cites.
Consistent estimation of the influence function of locally asymptotically linear estimators
Klaassen, C. A · 1987
Earlier work this paper cites.
Estimation of regression coefficients when some regressors are not always observed
Robins, J. M · 1994
Earlier work this paper cites.
Inefficient estimators of the bivariate survival function for three models
Gill, R. D · 1995
Earlier work this paper cites.
Semiparametric regression for repeated outcomes with nonignorable nonresponse
Rotnitzky, A · 1998
Earlier work this paper cites.
Marginal structural models to estimate the causal effect of zidovudine on the survival of HIV-positive men
Hernán, M. Á · 2000
Earlier work this paper cites.
Causality: Models, Reasoning, and Inference
Pearl, J · 2000
Earlier work this paper cites.
Marginal structural models and causal inference in epidemiology
Robins, J. M · 2000
Earlier work this paper cites.
Unified methods for censored longitudinal data and causality
van der Laan, M. J · 2003
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Doubly robust estimation in missing data and causal inference models
Bang, H · 2005
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A comparison of multiple imputation and doubly robust estimation for analyses with missing data
Carpenter, J. R · 2006
Cited alongside, same era.
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Kang, J. D · 2007
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Semiparametric theory and missing data
Tsiatis, A · 2007
Cited alongside, same era.
Improving efficiency and robustness of the doubly robust estimator for a population mean with incomplete data
Cao, W · 2009
Bias-reduced doubly robust estimation
Vermeulen, K · 2015
Later among the works it cites.
The highly adaptive lasso estimator
Benkeser, D · 2016
Later among the works it cites.
Data-adaptive bias-reduced doubly robust estimation
Vermeulen, K · 2016
Later among the works it cites.
Doubly robust nonparametric inference on the average treatment effect
Benkeser, D · 2017
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A generally efficient targeted minimum loss based estimator based on the highly adaptive lasso
van der Laan, M. J · 2017
Later among the works it cites.
Uniform consistency of the highly adaptive lasso estimator of infinite-dimensional parameters
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Combining multiple imputation and inverse-probability weighting
Seaman, S. R · 2012
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Targeted estimation of nuisance parameters to obtain valid statistical inference
van der Laan, M. J · 2014
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Causal inference in statistics, social, and biomedical sciences
Imbens, G. W · 2015
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van der Laan, M. J · 2017
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Causal Inference: What If
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