# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "kofn" in publications use:' type: software license: MIT title: 'kofn: Maximum Likelihood Estimation for k-out-of-n System Data' version: 0.4.0 doi: 10.32614/CRAN.package.kofn abstract: 'Maximum likelihood estimation of component lifetime parameters from system-level observations of k-out-of-n systems. Supports exponential and Weibull component distributions under multiple observation schemes: Scheme 0 (system lifetime only), Scheme 1 (periodic inspection), and Scheme 2 (complete monitoring). Provides an EM algorithm for Weibull parallel systems and Fisher information comparison across schemes. The k-out-of-n framework unifies series (k=1) and parallel (k=m) systems as a censoring problem on component lifetimes. Conforms to the ''likelihood.model'' generics and returns fitted objects compatible with ''algebraic.mle''. The data-generating process and topology infrastructure (system survival, density, signature, structure function, importance measures) are delegated to the ''dist.structure'' package; kofn focuses exclusively on inference for the k-out-of-n family.' authors: - family-names: Towell given-names: Alexander email: lex@metafunctor.com orcid: https://orcid.org/0000-0001-6443-9897 repository: https://queelius.r-universe.dev repository-code: https://github.com/queelius/kofn commit: a84d8f62f572011075fbc534c79b900743485941 url: https://queelius.github.io/kofn/ date-released: '2026-05-23' contact: - family-names: Towell given-names: Alexander email: lex@metafunctor.com orcid: https://orcid.org/0000-0001-6443-9897