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HDElliptical 0.1.0

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@flnankai flnankai released this 15 Aug 23:13
· 4 commits to main since this release

HDElliptical 0.1.0 is the first public release of the companion R/Rcpp package for High-Dimensional Data Analysis for Elliptically Symmetric Distributions.

Highlights

  • 176 public R APIs, 140 registered native calls, and 223 Rd topics.
  • Seven-chapter traceability ledger: 83 implemented method rows, 2 review-only rows, and 2 source-blocked rows.
  • Strict numerical diagnostics and explicit no-repair/fail-fast contracts for high-dimensional inference, classification, dimension reduction, and clustering.

Validation

  • GitHub Actions run 31912164010 passed on Windows R-release, macOS R-release, Ubuntu R-release, and Ubuntu R-devel.
  • Installed test suite: 56 files, 688 test blocks, 6,267 passing assertions, with 0 failures, warnings, errors, or skips.
  • Standard R CMD check: 0 ERROR, 0 WARNING, 1 NOTE.
  • Remote-enabled R CMD check --as-cran: 0 ERROR, 0 WARNING, 2 NOTEs.

Reproducibility

  • Deterministic descriptive benchmarks are included in the repository.
  • This release does not claim reproduction of paper-specific simulation studies.