Simulation Results for 15 Exposures and Continuous Outcome

13.5 KB of simulation results comparing hierarchical variable selection for modified BART and BKMR models. The dataset, authored by Kaizong Ye and last updated on May 11, 2026, contains results for 15 exposures and a continuous outcome.

Use Cases

• Benchmarking hierarchical variable selection performance based on the described simulation design
• Comparing modified BART and BKMR model outputs based on the 15 simulated exposures
• Validating statistical methods for continuous outcomes in multi-exposure settings
• Assessing variable selection accuracy in simulated environmental mixture studies

Strengths

• Results are from a controlled simulation study with 15 exposures, allowing for method comparison.
• Dataset is openly licensed under CC-BY-4.0, permitting reuse and redistribution.
• File size is 13.5 KB, indicating a compact and easily downloadable format.

Limitations

• Description metadata is limited; actual data quality requires manual inspection after download.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment for large-scale analysis.

Provenance

Source

figshare

Collection Method

Simulation results generated by the author.

Freshness

Last updated 2026-05-11 17:51:45; freshness should be verified.