Published In

The Character Concept in Evolutionary Biology, Gunter Wagner, Ed., Academic Press, 2001.

Document Type

Book Chapter

Publication Date

2001

Subjects

System theory, Information theory, Set-theoretic modeling, Log-linear models, Complexity, Entropy, Multivariate analysis

Abstract

Reconstructability analysis (RA) decomposes wholes, namely data in the form either of set-theoretic relations or multivariate probability distributions, into parts, namely relations or distributions involving subsets of variables. Data is modeled and compressed by variablebased decomposition, by more general state-based decomposition, or by the use of latent variables. Models, which specify the interdependencies among the variables, are selected to minimize error and complexity.

Description

This is the author's version of a book chapter that was subsequently published in "The character concept in evolutionary biology," published and copyright by Academic Press; edited by Gunter P. Wagner.

Persistent Identifier

http://archives.pdx.edu/ds/psu/16496

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