Resource title

Getting Things in Order: An Introduction to the R package seriation

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Seriation, i.e., finding a linear order for a set of objects given data and a loss or merit function, is a basic problem in data analysis. Caused by the problem's combinatorial nature, it is hard to solve for all but very small sets. Nevertheless, both exact solution methods and heuristics are available. In this paper we present the package seriation which provides the infrastructure for seriation with R. The infrastructure comprises data structures to represent linear orders as permutation vectors, a wide array of seriation methods using a consistent interface, a method to calculate the value of various loss and merit functions, and several visualization techniques which build on seriation. To illustrate how easily the package can be applied for a variety of applications, a comprehensive collection of examples is presented. (author's abstract) ; Series: Research Report Series / Department of Statistics and Mathematics

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Michael Hahsler, Kurt Hornik, Christian Buchta

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Resource language

en

Resource content type

application/pdf

Resource resource URL

http://epub.wu.ac.at/852/1/document.pdf

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Adapt according to the license agreement. Always reference the original source and author.