# ------------------------------------------------ # CITATION.cff file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # ------------------------------------------------ cff-version: 1.2.0 message: 'To cite package "sclValid" in publications use:' type: software license: GPL-3.0-or-later title: 'sclValid: Ensemble Validation and Ranking of Clustering Methods' version: 0.1.1 doi: 10.1002/sim.70331 identifiers: - type: doi value: 10.32614/CRAN.package.sclValid abstract: Provides methods for evaluating and comparing clustering results, with an emphasis on sample-level clustering where observations are treated as the units being clustered and perturbation is performed by removing samples. The package implements internal, stability, and external validation measures and supports the comparison and ranking of clustering procedures across tuning parameter choices. It is conceptually related to the 'clValid' package, which assesses clustering stability by perturbing features; in contrast, this package focuses on perturbing the samples being clustered, making the validation framework suitable for applications such as single-cell clustering where samples or cells are the primary units of interest. Methods are based in part on Visser and Datta (2025) . authors: - family-names: Visser given-names: Owen email: owviss@gmail.com - family-names: Datta given-names: Somnath preferred-citation: type: article title: Integrating Multiple Clustering Techniques and Performance Measures via Ranking for scRNA-Seq Data authors: - family-names: Visser given-names: Owen email: owviss@gmail.com - family-names: Datta given-names: Somnath journal: Statistics in Medicine year: '2025' volume: '44' issue: 28-30 doi: 10.1002/sim.70331 start: e70331 repository: https://owenvisser.r-universe.dev commit: f3478141981c25cc28e8ce3e0e67c13485ee57d3 date-released: '2026-09-16' contact: - family-names: Visser given-names: Owen email: owviss@gmail.com