Simulation Results for 15 Exposures and a Binary Outcome

Simulation results for 15 exposures and a binary outcome, with hierarchical variable selection for modified probit BART and probit BKMR. The dataset was authored by Kaizong Ye and last updated on May 11, 2026. It is a small dataset, 13.5 KB in size, stored in an XLS file format.

Use Cases

• Benchmarking hierarchical variable selection performance based on simulated exposure mixtures
• Comparing modified probit BART and probit BKMR model results based on a binary outcome
• Validating statistical methods for high-dimensional exposure settings based on 15 simulated variables

Strengths

• Results are directly comparable for two specific statistical models: modified probit BART and probit BKMR.
• The simulation framework includes hierarchical variable selection, a feature mentioned in the description.
• The dataset is openly available under a CC-BY-4.0 license.

Limitations

• The dataset is very small at 13.5 KB, indicating limited scope.
• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.

Provenance

Source

figshare

Collection Method

Simulation

Freshness

Last updated 2026-05-11 17:51:48; freshness should be verified.