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Research article

First published 2020-9

Causal mediation analysis in instrumental-variables regressions

Christian Dippel, Andreas Ferrara, Stephan Heblich

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2020-4

Evidence for a dissociation between causal beliefs and instrumental actions

Omar D Pérez, Fabian A Soto

Quarterly Journal of Experimental Psychology

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Research article

First published 2011-10

Nonparametric Bounds for the Causal Effect in a Binary Instrumental-Variable Model

Tom M. Palmer, Roland R. Ramsahai, Vanessa Didelez [...]

The Stata Journal: Promoting communications on statistics and Stata

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Research article

First published 2026

A flexible semiparametric approach for robust causal inference with invalid instruments and unmeasured confounder

Yunlong Cao, Yuquan Wang, Dapeng Shi [...]

Statistical Methods in Medical Research

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Research article

First published 2025-5

Additive hazard causal model with a binary instrumental variable

Zhisong Zhao, Huijuan Ma, Yong Zhou

Statistical Methods in Medical Research

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Research article

First published 2026-2

Handle with Care: A Sociologist’s Guide to Causal Inference with Instrumental Variables

Chris Felton, Brandon M. Stewart

Sociological Methods & Research

Open access

Research article

First published 2025-1

Multiplicative versus additive modelling of causal effects using instrumental variables for survival outcomes – a comparison

Eleanor R John, Michael J Crowther, Vanessa Didelez [...]

Statistical Methods in Medical Research

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Research article

First published 2021-3

Unifying instrumental variable and inverse probability weighting approaches for inference of causal treatment effect and unmeasured confounding in observational studies

Tao Liu, Joseph W Hogan

Statistical Methods in Medical Research

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Research article

First published 2022-8

Mitigating Selection Bias: A Bayesian Approach to Two-stage Causal Modeling With Instrumental Variables for Nonnormal Missing Data

Dingjing Shi, Xin Tong

Sociological Methods & Research

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Research article

First published 2007-08

Mendelian randomization as an instrumental variable approach to causal inference

Vanessa Didelez, Nuala Sheehan

Statistical Methods in Medical Research

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