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dist.structure
View on CRAN: Click
here
Download and install dist.structure package within the R console
Install from CRAN:
install.packages("dist.structure")
Install from Github:
library("remotes")
install_github("cran/dist.structure") Install by package version:
library("remotes")
install_version("dist.structure", "0.5.0") Attach the package and use:
library("dist.structure")
Maintained by
Alexander Towell
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-05-12
Latest Update: 2026-05-12
Description:
Extends the 'algebraic.dist' distribution algebra to random variables with internal structure: coherent reliability systems decomposed into components arranged by a structure function (series, parallel, k-out-of-n, bridge, and arbitrary topologies via minimal path sets). Every 'dist_structure' object is a 'dist', so the full distribution algebra (mean, vcov, sampler, surv, cdf) works automatically via default methods that compose component-level distributions through the topology. Adds structural queries: structure function evaluation, minimal path and cut sets, system signature, critical states, dual, Birnbaum structural importance, and system reliability. Topology shortcut constructors (series_dist, parallel_dist, kofn_dist, bridge_dist) produce ready-to-use dists from component dists and a chosen structure.
How to cite:
Alexander Towell (2026). dist.structure: Structured Random Variables for Reliability System Distributions. R package version 0.5.0, https://cran.r-project.org/web/packages/dist.structure. Accessed 21 Aug. 2026.
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