seriation-package: seriation: Infrastructure for Ordering Objects Using...

seriation-packageR Documentation

seriation: Infrastructure for Ordering Objects Using Seriation

Description

Infrastructure for ordering objects with an implementation of several seriation/sequencing/ordination techniques to reorder matrices, dissimilarity matrices, and dendrograms. Also provides (optimally) reordered heatmaps, color images and clustering visualizations like dissimilarity plots, and visual assessment of cluster tendency plots (VAT and iVAT).

Key functions

  • Seriation: seriate(), criterion(), get_order(), permute()

  • Visualization: pimage(), bertinplot(), hmap(), dissplot(), VAT()

Author(s)

Michael Hahsler

References

Michael Hahsler, Kurt Hornik, and Christian Buchta. Getting things in order: An introduction to the R package seriation. Journal of Statistical Software, 25(3):1–34, March 2008. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.18637/jss.v025.i03")}


seriation documentation built on Nov. 27, 2023, 1:07 a.m.