Package: kofn
Title: Maximum Likelihood Estimation for k-Out-of-n System Data
Version: 0.4.0
Authors@R: person("Alexander", "Towell",
    email = "lex@metafunctor.com",
    role = c("aut", "cre"),
    comment = c(ORCID = "0000-0001-6443-9897"))
Description: 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.
License: MIT + file LICENSE
URL: https://github.com/queelius/kofn, https://queelius.github.io/kofn/
BugReports: https://github.com/queelius/kofn/issues
Depends: R (>= 4.1.0)
Imports: stats, numDeriv, likelihood.model, compositional.mle,
        generics, dist.structure, algebraic.dist, flexhaz (>= 0.5.2)
Suggests: algebraic.mle, maskedcauses, testthat (>= 3.0.0), knitr,
        rmarkdown
Config/testthat/edition: 3
Encoding: UTF-8
RoxygenNote: 7.3.3
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-06-11 11:33:51 UTC; spinoza
Author: Alexander Towell [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-6443-9897>)
Maintainer: Alexander Towell <lex@metafunctor.com>
Repository: CRAN
Date/Publication: 2026-06-19 12:00:29 UTC
Built: R 4.6.1; ; 2026-07-14 02:10:06 UTC; windows
