lasso-logistics-analysis
Installation
SKILL.md
LASSO Logistic Regression Analysis
When to Read External Files
| Situation | File to Read | Purpose |
|---|---|---|
| Need algorithm details | references/algorithm.md |
LASSO objective function, cross-validation, and interpretation |
| Need to run analysis | scripts/main.R |
Execute: Rscript scripts/main.R --input_file ... --group_file ... |
| Encounter errors | references/troubleshooting.md |
Common errors and solutions |
| Need CLI examples | references/cli-guide.md |
Detailed CLI usage examples |
| Need test data | tests/data/ |
Sample input files for testing |
| Need workflow implementation details | scripts/run_analysis.R |
Inspect orchestration, outputs, and file-writing behavior |
| Need input-validation or error-handling details | scripts/utils.R, scripts/io.R |
Inspect validation, parsing, logging, and standardized safeguards |