A Two‐Step Framework for Validating Causal Effect Estimates

This study constructs a framework for comparing causal effect estimates between observational data and RCT data, facilitating the assessment of the validity of causal effect estimates obtained from observational data.

Authors

Erik Visser
Felice N. van Erning (ORCID: https://orcid.org/0000-0003-0125-1429)
Lingjie Shen (ORCID: https://orcid.org/0000-0002-9354-8088)
Gijs Geleijnse (ORCID: https://orcid.org/0000-0002-0947-8970)
Maurits Kaptein (ORCID: https://orcid.org/0000-0002-6316-7524)

Institutions

Radboud University Nijmegen (NL)
Tilburg University (NL)
Catharina Ziekenhuis (NL)
Netherlands Comprehensive Cancer Organisation (NL)
Eindhoven University of Technology (NL)

Publication Details

Journal: Pharmacoepidemiology and Drug Safety
Published: 2024-09-01
DOI: https://doi.org/10.1002/pds.5873
Citations: 1
Primary Topic: Advanced Causal Inference Techniques
Type: article
Field-Weighted Citation Impact: 0.71

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article

A Two‐Step Framework for Validating Causal Effect Estimates

Erik Visser, Felice N. van Erning, Lingjie Shen, Gijs Geleijnse et al.

Sep 1, 2024

1 citations

Pharmacoepidemiology and Drug Safety

Advanced Causal Inference Techniques

0.71

article

A Two‐Step Framework for Validating Causal Effect Estimates

Erik Visser, Felice N. van Erning, Lingjie Shen, Gijs Geleijnse, Maurits Kaptein

September 1, 2024article en

1 citations

Abstract

This study constructs a framework for comparing causal effect estimates between observational data and RCT data, facilitating the assessment of the validity of causal effect estimates obtained from observational data.

Pharmacoepidemiology and Drug SafetyVol. 33(9)

Radboud University Nijmegen (NL), Tilburg University (NL), Catharina Ziekenhuis (NL), Netherlands Comprehensive Cancer Organisation (NL), Eindhoven University of Technology (NL)

Openalex Percentile: Top 27%

Advanced Causal Inference Techniques

0.71

DOI Open Access PDF OpenAlex

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A Two‐Step Framework for Validating Causal Effect Estimates — Erik Visser, Felice N. van Erning, et al. · Pharmacoepidemiology and Drug Safety (2024) | TGRS Research Map | TGRS