Estimation and evaluation of individualized treatment rules following multiple imputation

Cites Work

Title not available (Why is that?)
Doubly Robust Estimation in Missing Data and Causal Inference Models
Sequential Advantage Selection for Optimal Treatment Regimes
Statistical inference for the mean outcome under a possibly non-unique optimal treatment strategy
Dynamic treatment regimes: technical challenges and applications
Rejoinder of ``Dynamic treatment regimes: technical challenges and applications
Generalized random forests
Model selection and model averaging after multiple imputation
Using decision lists to construct interpretable and parsimonious treatment regimes
Inference for optimal dynamic treatment regimes using an adaptive \(m\)-out-of-\(n\) bootstrap scheme
Adaptive Confidence Intervals for the Test Error in Classification
An Algorithm for Generating Individualized Treatment Decision Trees and Random Forests
Tree-based methods for individualized treatment regimes
Marginal Mean Models for Dynamic Regimes
Estimation and Inference of Heterogeneous Treatment Effects using Random Forests
Statistical Analysis with Missing Data, Third Edition
Optimal Dynamic Treatment Regimes
Multiple Imputation for Interval Estimation From Simple Random Samples With Ignorable Nonresponse
Generating missing values for simulation purposes: a multivariate amputation procedure
Design and analysis considerations for comparing dynamic treatment regimens with binary outcomes from sequential multiple assignment randomized trials
A stable and more efficient doubly robust estimator
Estimating Optimal Dynamic Treatment Regimes With Survival Outcomes
Entropy Learning for Dynamic Treatment Regimes
Identification of the optimal treatment regimen in the presence of missing covariates
Accounting for not-at-random missingness through imputation stacking
Ascertaining properties of weighting in the estimation of optimal treatment regimes under monotone missingness

This page was built for publication: Estimation and evaluation of individualized treatment rules following multiple imputation

Report a bug (only for logged in users!)Click here to report a bug for this page (MaRDI item Q6626955)