Identification of causal effects within principal strata using auxiliary variables
type: Item
instance of: scholarly article
title: Identification of causal effects within principal strata using auxiliary variables
DOI: 10.1214/20-STS810
author: Zhichao Jiang
author: Peng Ding
published in: Statistical Science
publication date: 2022-02-15T00:00:00Z
full work available at URL: https://arxiv.org/abs/2008.02703
Mathematics Subject Classification ID: 62-XX
zbMATH DE Number: 7473931
zbMATH Keywords: augmented design
zbMATH Keywords: auxiliary independence
zbMATH Keywords: identification
zbMATH Keywords: principal ignorability
zbMATH Keywords: principal stratification
describes a project that uses: mediation
MaRDI profile type: Publication
cites work: Identification of Causal Effects Using Instrumental Variables
cites work: Modeling Partial Compliance Through Copulas in a Principal Stratification Framework
cites work: Q5175664
cites work: Bounds on Causal Effects in Three-Arm Trials With Non-Compliance
cites work: Principles of Applied Statistics
cites work: Bayesian Inference for the Causal Effect of Mediation
cites work: Causal inference: a missing data perspective
cites work: Principal Stratification Analysis Using Principal Scores
cites work: Identifiability and Estimation of Causal Effects by Principal Stratification With Outcomes Truncated by Death
cites work: Bayesian inference for causal mediation effects using principal stratification with dichotomous mediators and outcomes
cites work: Q3918886
cites work: On the Effect of Treatment among Would-Be Treatment Compliers: An Analysis of the Multiple Risk Factor Intervention Trial
cites work: Augmented Designs to Assess Immune Response in Vaccine Trials
cites work: Principal ignorability in mediation analysis: through and beyond sequential ignorability
cites work: Principal Stratification in Causal Inference
cites work: Evaluating the Effect of Training on Wages in the Presence of Noncompliance, Nonemployment, and Missing Outcome Data
cites work: The fragility of standard inferential approaches in principal stratification models relative to direct likelihood approaches
cites work: Evaluating Candidate Principal Surrogate Endpoints
cites work: What Are the Limits of Posterior Distributions Arising From Nonidentified Models, and Why Should We Care?
cites work: Q5250220
cites work: Assessing the effect of an influenza vaccine in an encouragement design
cites work: NONPARAMETRIC IDENTIFICATION USING INSTRUMENTAL VARIABLES: SUFFICIENT CONDITIONS FOR COMPLETENESS
cites work: Comparing biomarkers as principal surrogate endpoints
cites work: Assessing Vaccine Effects in Repeated Low‐Dose Challenge Experiments
cites work: Sharp bounds on the causal effects in randomized experiments with ``truncation-by-death''
cites work: Causal Inference for Statistics, Social, and Biomedical Sciences
cites work: Principal Causal Effect Identification and Surrogate end point Evaluation by Multiple Trials
cites work: Principal Stratification for Causal Inference With Extended Partial Compliance
cites work: Defining and estimating intervention effects for groups that will develop an auxiliary outcome
cites work: Testing Statistical Hypotheses
cites work: Augmented Designs to Assess Principal Strata Direct Effects
cites work: Using Secondary Outcomes to Sharpen Inference in Randomized Experiments With Noncompliance
cites work: An introduction to copulas.
cites work: Q4496846
cites work: Assessing surrogate endpoints in vaccine trials with case-cohort sampling and the Cox model
cites work: The central role of the propensity score in observational studies for causal effects
cites work: Principal stratification with predictors of compliance for randomized trials with 2 active treatments
cites work: Direct and Indirect Causal Effects via Potential Outcomes*
cites work: Causal inference through potential outcomes and principal stratification: application to studies with ``censoring'' due to death
cites work: A Bayesian Semiparametric Approach to Intermediate Variables in Causal Inference
cites work: Simple relations between principal stratification and direct and indirect effects
cites work: Identification and estimation of causal effects with outcomes truncated by death
cites work: Identifying and estimating principal causal effects in a multi-site trial of early college high schools
cites work: Likelihood-Based Analysis of Causal Effects of Job-Training Programs Using Principal Stratification
cites work: A Bayesian Approach to Improved Estimation of Causal Effect Predictiveness for a Principal Surrogate Endpoint
OpenAlex ID: W3205989782
description: scientific article; zbMATH DE number 7473931