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dist.structure

Structured Random Variables for Reliability System Distributions

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.

Versions across snapshots

VersionRepositoryFileSize
0.5.0 rolling linux/jammy R-4.5 dist.structure_0.5.0.tar.gz 250.2 KiB
0.5.0 rolling linux/noble R-4.5 dist.structure_0.5.0.tar.gz 249.8 KiB
0.5.0 rolling source/ R- dist.structure_0.5.0.tar.gz 117.5 KiB
0.5.0 latest linux/jammy R-4.5 dist.structure_0.5.0.tar.gz 250.2 KiB
0.5.0 latest linux/noble R-4.5 dist.structure_0.5.0.tar.gz 249.8 KiB
0.5.0 latest source/ R- dist.structure_0.5.0.tar.gz 117.5 KiB
0.5.0 2026-04-23 source/ R- dist.structure_0.5.0.tar.gz 0 B

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