Changes in version 0.1.3 (2026-09-15)                  

Changes

  - Added method references to the Description field using author-year
    and DOI format.
  - Added small executable examples for all exported functions and
    removed an unnecessary \dontrun{} wrapper.
  - Kept \donttest{} only for the optional DESeq2 example and made its
    example metadata explicit factors.
  - Enabled execution of the nested-validation vignette example.
  - Made the test runner skip cleanly when the suggested testthat
    package is unavailable.

                        Changes in version 0.1.2                        

Changes

  - Pre-built vignette output included in the source tarball (inst/doc).
  - Added spelling whitelist (inst/WORDLIST) for CRAN incoming checks.
  - Excluded local working directories from the package tarball.

                        Changes in version 0.1.1                        

Changes

  - Added unit tests covering export, DESeq2 differential-expression,
    end-to-end discovery, and boundary/error cases.
  - Added full MIT license text (LICENSE.md) and .Rbuildignore.

                        Changes in version 0.1.0                        

Initial release

detectPanel provides a leakage-aware workflow for discovery and
validation of small biomarker panels.

Features

  - Detectability-aware feature filtering.
  - Small-panel search with nested cross-validation.
  - Repeated stratified resampling utilities.
  - Logistic panel fitting with automatic L2-penalized fallback for
    unstable or separation-prone fits.
  - Prediction support for fitted detectPanel_result objects.
  - Panel and feature selection-frequency summaries.
  - Export and visualization utilities.

Validation

The package is covered by simulated-data tests and unit tests, including
nested-validation, model-fitting, prediction, resampling, and plotting
workflows. Release candidates are checked with R CMD check --as-cran.