Work

Replication archive for: Exact structural sensitivity analysis for back-door adjustment in constrained categorical DAGs

Year: 2026

Type: software

Abstract: Code, simulation study and derived results for the article Exact structural sensitivity analysis for back-door adjustment in constrained categorical DAGs (M. R. Benmakrelouf and W. Karouche). The archive contains the R implementation of the procedure (exact dynamic programming, exact enumeration of the BIC window, certification of back-door sets), the numerical verification of every result, the simulation study (including an adaptation of the selection principle of Hu and van der Pas, 2025), and the analysis scripts of the three applications. Raw data: NHANES 2005-2006 and its linked mortality file (public domain) are included. The EnEF 2017 panel (CDSP, doi:10.21410/7E4/FIVFXR), the European Social Survey and the CEVIPOF 2007 barometer are not redistributed; they must be obtained from their distributors, and the scripts rebuild every analysis file from them (see DATA_SOURCES.md).

Source: Zenodo (CERN European Organization for Nuclear Research)

DOI: 10.5281/zenodo.23810189

Authors: Benmakrelouf, Mohamed Raouf, Karouche, Wafa

Institution: University of Sciences and Technology Houari Boumediene

Language: English

Topic: Advanced Causal Inference Techniques

Subfield: Statistics and Probability

Field: Mathematics

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7224859527

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