Supplemental Data for Numerical Programs and Sensitivity Analysis

8.8 MB of Excel tables contain defect rate data updated using Bayesian methods. The data includes output from two numerical optimization programs and raw sensitivity analysis results, provided by Qingyu Hong in May 2026 to validate the study's methods.

Use Cases

• Validate Bayesian updating methods based on the provided defect rate data.
• Reproduce sensitivity analysis results based on the raw sensitivity data for each numerical program.
• Benchmark numerical optimization algorithms based on the output results of two programs.

Strengths

• Data is explicitly provided for validation and reproduction of the study's methods.
• All data is contained within a single 8.8 MB RAR archive.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

Qingyu Hong via figshare

Collection Method

Data generated as part of a study involving Bayesian methods and numerical optimization.

Freshness

Last updated 2026-05-11 17:44:41