Double robust estimation in longitudinal marginal structural models

DOI10.1016/j.jspi.2004.08.011zbMath1077.62089OpenAlexW2011454011MaRDI QIDQ2581663

Zhuo Yu, Mark J. Van der Laan

Publication date: 10 January 2006

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://biostats.bepress.com/ucbbiostat/paper132

zbMATH Keywords

CounterfactualLongitudinal dataEstimating functionsMarginal structural modelDouble robust estimationInverse probability of treatment/censoring weighted estimatorsSequential randomization

Mathematics Subject Classification ID

Multivariate distribution of statistics (62H10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Robustness and adaptive procedures (parametric inference) (62F35) Estimation in survival analysis and censored data (62N02)

Related Items

Penalized log-likelihood estimation for partly linear transformation models with current status data, Data-adaptive estimation of the treatment-specific mean, On parametrization, robustness and sensitivity analysis in a marginal structural Cox proportional hazards model for point exposure, Marginal structural models for partial exposure regimes, Comparison of causal effect estimators under exposure misclassification, Penalized Spline of Propensity Methods for Treatment Comparison

Cites Work

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