Cover Image

Doubly robust estimators of the restricted mean time in favor estimands in individual- and cluster-randomized trials

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Fang, Xi, Wang, Bingkai, Tong, Guangyu, Hu, Liangyuan, Ma, Shuangge, Li, Fan
Format:	Preprint
Published:	2026
Subjects:	Methodology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Estimands and doubly robust estimation for cluster-randomized trials with survival outcomes
by: Fang, Xi, et al.
Published: (2025)

Model-robust standardization in cluster-randomized trials
by: Li, Fan, et al.
Published: (2025)

Doubly Robust Estimators of the Restricted Mean Time in Favor Estimands in Individual‐ and Cluster‐Randomized Trials
by: Xi Fang, et al.
Published: (2026)

Handling incomplete outcomes and covariates in cluster-randomized trials: doubly-robust estimation, efficiency considerations, and sensitivity analysis
by: Wang, Bingkai, et al.
Published: (2024)

Doubly robust estimation and sensitivity analysis for marginal structural quantile models
by: Cheng, Chao, et al.
Published: (2022)

Conformal causal inference for cluster randomized trials: model-robust inference without asymptotic approximations
by: Wang, Bingkai, et al.
Published: (2024)

Leveraging machine learning to estimate individualized treatment effects in cluster-randomized trials
by: Li, Changjun, et al.
Published: (2026)

Doubly robust estimation and sensitivity analysis with outcomes truncated by death in multi-arm clinical trials
by: Tong, Jiaqi, et al.
Published: (2024)

What is estimated in cluster randomized crossover trials with informative sizes? -- A survey of estimands and common estimators
by: Lee, Kenneth M., et al.
Published: (2025)

Demystifying estimands in cluster-randomised trials
by: Kahan, Brennan C, et al.
Published: (2023)

Calibrated Bayes analysis of cluster-randomized trials
by: Liu, Ruyi, et al.
Published: (2025)

How should parallel cluster randomized trials with a baseline period be analyzed? A survey of estimands and common estimators
by: Lee, Kenneth Menglin, et al.
Published: (2024)

Statistical inference with win statistics in cluster-randomized trials with composite outcomes
by: Fang, Xi, et al.
Published: (2026)

How to achieve model-robust inference in stepped wedge trials with model-based methods?
by: Wang, Bingkai, et al.
Published: (2024)

Model-robust standardization in stepped wedge designs
by: Fang, Xi, et al.
Published: (2025)

Sample size determination for win statistics in cluster-randomized trials
by: Fang, Xi, et al.
Published: (2025)

On the permutation equivariance principle for causal estimands
by: Tong, Jiaqi, et al.
Published: (2025)

Bayesian inference for cluster-randomized trials with multivariate outcomes subject to both truncation by death and missingness
by: Tong, Guangyu, et al.
Published: (2025)

Doubly robust estimation with functional outcomes missing at random
by: Liu, Xijia, et al.
Published: (2024)

On estimands in target trial emulation
by: Gervasoni, Edoardo Efrem, et al.
Published: (2026)

The ideal trial: defining causal estimands that balance relevance and feasibility in target trial emulations and actual randomized trials
by: Moreno-Betancur, Margarita, et al.
Published: (2024)

The role of post intercurrent event data in the estimation of hypothetical estimands in clinical trials
by: Bartlett, Jonathan W., et al.
Published: (2025)

Identification and efficient estimation of compliance and network causal effects in cluster-randomized trials
by: Cheng, Chao, et al.
Published: (2025)

Asymptotic inference with flexible covariate adjustment under rerandomization and stratified rerandomization
by: Wang, Bingkai, et al.
Published: (2024)

Can discrete-time analyses be trusted for stepped wedge trials with continuous recruitment?
by: Wang, Hao, et al.
Published: (2025)

Optimal estimation of generalized causal effects in cluster-randomized trials with multiple outcomes
by: Chen, Xinyuan, et al.
Published: (2026)

A flexible Bayesian g-formula for causal survival analyses with time-dependent confounding
by: Chen, Xinyuan, et al.
Published: (2024)

A tutorial on conducting sample size and power calculations for detecting treatment effect heterogeneity in cluster randomized trials with linear mixed models
by: Baumann, Mary Ryan, et al.
Published: (2025)

Penalized Generative Variable Selection
by: Wang, Tong, et al.
Published: (2024)

Causal mediation in cluster-randomized trials with multiple mediators: spillover-aware decomposition, identification, and semiparametric efficient inference
by: Tong, Jiaqi, et al.
Published: (2026)

Covariate-adjusted win statistics in randomized clinical trials with ordinal outcomes
by: Cao, Zhiqiang, et al.
Published: (2025)

Doubly protected estimation for survival outcomes utilizing external controls for randomized clinical trials
by: Gao, Chenyin, et al.
Published: (2024)

Identification and estimation of causal mechanisms in cluster-randomized trials with post-treatment confounding using Bayesian nonparametrics
by: Ohnishi, Yuki, et al.
Published: (2025)

Doubly robust estimation of causal effects for random object outcomes with continuous treatments
by: Bhattacharjee, Satarupa, et al.
Published: (2025)

Doubly robust average treatment effect estimation for survival data
by: Lee, Byeonghee, et al.
Published: (2025)

Doubly robust augmented weighting estimators for the analysis of externally controlled single-arm trials and unanchored indirect treatment comparisons
by: Campbell, Harlan, et al.
Published: (2025)

Assessing mediation in cross-sectional stepped wedge cluster randomized trials
by: Cao, Zhiqiang, et al.
Published: (2024)

Supervised Bayesian joint graphical model for simultaneous network estimation and subgroup identification
by: Qin, Xing, et al.
Published: (2024)

Semiparametric causal mediation analysis of cluster-randomized trials for indirect and spillover effects
by: Cheng, Chao, et al.
Published: (2024)

Doubly robust estimation and inference for a log-concave counterfactual density
by: Ham, Daeyoung, et al.
Published: (2024)