Estimating the average treatment effect on survival based on observational data and using partly conditional modeling

DOI10.1111/BIOM.12542zbMath1366.62216OpenAlexW2402325368WikidataQ31097069 ScholiaQ31097069MaRDI QIDQ5347411

Publication date: 23 May 2017

Published in: Biometrics (Search for Journal in Brave)

Full work available at URL: http://europepmc.org/articles/pmc5116003

zbMATH Keywords

treatment effect observational data proportional hazards regression time-varying covariates landmark analysis partly conditional model semiparametric methods for estimating

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Reliability and life testing (62N05)

Cites Work

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Cox's regression model for counting processes: A large sample study
Comparison of stopped Cox regression with direct methods such as pseudo-values and binomial regression
Bayesian inference for causal effects: The role of randomization
Partly Conditional Estimation of the Effect of a Time‐Dependent Factor in the Presence of Dependent Censoring
Causal Inference on the Difference of the Restricted Mean Lifetime Between Two Groups
Estimating Differences in Restricted Mean Lifetime Using Observational Data Subject to Dependent Censoring
Nonparametric Estimation from Incomplete Observations
Partial likelihood
Restricted Mean Life with Covariates: Modification and Extension of a Useful Survival Analysis Method
The Graft Versus Leukemia Effect after Bone Marrow Transplantation: A Case Study Using Structural Nested Failure Time Models
Double‐Robust Semiparametric Estimator for Differences in Restricted Mean Lifetimes in Observational Studies
Landmark Estimation of Survival and Treatment Effect in a Randomized Clinical Trial
Estimating the Effect of a Time-Dependent Treatment by Levels of an Internal Time-Dependent Covariate: Application to the Contrast Between Liver Wait-List and Posttransplant Mortality
Assessing the Causal Effect of Organ Transplantation on the Distribution of Residual Lifetime
Dynamic Prediction by Landmarking in Event History Analysis
Partly Conditional Survival Models for Longitudinal Data

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