Simulation Study Figures for Logistic Regression Shrinkage Factor Comparisons

Supplementary figures from a simulation study comparing heuristic and optimal shrinkage factors in logistic regression for risk prediction. The dataset, authored by Alexander Pate, was uploaded to figshare in May 2026 under a CC-BY-4.0 license. It consists of HTML files totaling 12.7 MB.

Use Cases

• Comparing heuristic and optimal shrinkage methods based on the simulation study description
• Validating statistical simulation results for risk prediction models based on the described study
• Teaching concepts of regularization and bias-variance trade-off in logistic regression based on the simulation context

Strengths

• Data is openly licensed under CC-BY-4.0, permitting reuse and modification.
• The 12.7 MB file size suggests the figures contain a substantial amount of graphical or tabular simulation output.

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.

Provenance

Source

Alexander Pate via figshare

Collection Method

Likely generated as supplementary material for an academic simulation study.

Freshness

Last updated 2026-05-19 04:17:08; freshness should be verified.