Multivariate Logistic Regression Analysis of Nephrolithiasis Risk Factors

Jun Ho Lee published a dataset for multivariate logistic regression analysis of factors associated with nephrolithiasis in men and women. The dataset is stored as a 5.5 KB XLS file on figshare. It was last updated on 2026-05-26.

Use Cases

• Train logistic regression models for nephrolithiasis prediction based on multivariate risk factors.
• Analyze gender-specific differences in kidney stone risk factors.
• Validate statistical findings on nephrolithiasis associations from other studies.
• Build educational tools illustrating risk factor analysis for medical students.

Strengths

• Dataset is openly licensed under CC-BY-4.0.
• File size is 5.5 KB, indicating a concise and focused analysis.

Limitations

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

Provenance

Source

Jun Ho Lee

Freshness

Last updated 2026-05-26 17:25:48; freshness should be verified.