semtree (0.9.9)

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Recursive Partitioning for Structural Equation Models.

http://cran.r-project.org/web/packages/semtree

SEM Trees and SEM Forests -- an extension of model-based decision trees and forests to Structural Equation Models (SEM). SEM trees hierarchically split empirical data into homogeneous groups sharing similar data patterns with respect to a SEM by recursively selecting optimal predictors of these differences. SEM forests are an extension of SEM trees. They are ensembles of SEM trees each built on a random sample of the original data. By aggregating over a forest, we obtain measures of variable importance that are more robust than measures from single trees.

Maintainer: Andreas M. Brandmaier
Author(s): Andreas M. Brandmaier [aut, cre], John J. Prindle [aut]

License: GPL-3

Uses: bitops, digest, OpenMx, rpart, rpart.plot, sets, lavaan

Released 3 months ago.


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