Replacement-order sensitivity in non-additive decomposition: pathwise diagnostics with a global mortality application

Description

Derived analytical outputs and reproducibility materials supporting the study “Replacement-order sensitivity in non-additive decomposition: pathwise diagnostics with a global mortality application.” The dataset contains location-level replacement-order sensitivity metrics for 204 countries and territories, complete component contributions from all six valid replacement sequences, pathwise robustness summaries, factorial interaction diagnostics, source manifests, and the analysis and validation script used to reproduce the reported results. The underlying Global Burden of Disease 2023 source estimates are not redistributed and remain subject to IHME access conditions. This version updates the dataset metadata and documentation to align with the Statistical Papers manuscript framing; the underlying analytical results are unchanged.

Steps to reproduce

1. Obtain the GBD 2023 source estimates listed in source_manifest.csv under the applicable IHME access conditions. 2. Place the required source files in the input directory expected by run_reproducibility.py. 3. Run run_reproducibility.py in the software environment documented in requirements.txt. 4. Verify the reproduced outputs against expected_headline_results.csv and the sequence-level tables provided in the archive.

Institutions

• Kocaeli Üniversitesi

  Kocaeli, İzmit

Categories

Licence