Work

A Practical Guide to Impact Threshold of a Confounding Variable (ITCV) and Robustness of Inference to Replacement (RIR)

Year: 2025

Type: preprint

Abstract: The document is intended to serve as a practical guide to implementing the Impact Threshold of a Confounding Variable (ITCV; Frank, 2000; Frank et al., 2013), a sensitivity analysis approach based on omitted variables, and Robustness of Inference to Replacement (RIR; Frank et al., 2013; Frank et al., 2021), a sensitivity analysis approach based on replacement of cases.

DOI: 10.31234/osf.io/pdgbz_v2

Author: Guan Saw

Language: English

Topic: Advanced Causal Inference Techniques

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: gold

Funders: U.S. Department of Education, Michigan State University, Institute of Education Sciences, College of Engineering, Michigan State University

OpenAlex ID: W4413378727

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