findOtherSplits

A node from a <code><a rd-options="" href="/link/semtree?package=semtree&version=0.9.16" data-mini-rdoc="semtree::semtree">semtree</a></code> object.

node

A <code><a rd-options="" href="/link/semtree?package=semtree&version=0.9.16" data-mini-rdoc="semtree::semtree">semtree</a></code> object which the node is part of.

tree

Search tool to search nodes for alternative splitting values found during
the <code><a rd-options="" href="/link/semtree?package=semtree&version=0.9.16" data-mini-rdoc="semtree::semtree">semtree</a></code> process. Given a particular node, competing split
values are listed assuming they also meet the criteria for a significant
splitting value as set by <code><a rd-options="" href="/link/semtree.control?package=semtree&version=0.9.16" data-mini-rdoc="semtree::semtree.control">semtree.control</a></code>.

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 each 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. A description of the method was published by
Brandmaier, von Oertzen, McArdle, & Lindenberger (2013; <doi:10.1037/a0030001>)
and Arnold, Voelkle, & Brandmaier (2020; <doi:10.3389/fpsyg.2020.564403>).

Andreas M. Brandmaier andy@brandmaier.de

semtree

Recursive Partitioning for Structural Equation Models

Andreas M. Brandmaier 

John J. Prindle 

Manuel Arnold 

findOtherSplits function

A node from a <code><a rd-options='' href='semtree'>semtree</a></code> object.

A <code><a rd-options='' href='semtree'>semtree</a></code> object which the node is part of.

Search tool to search nodes for alternative splitting values found during
the <code><a rd-options='' href='semtree'>semtree</a></code> process. Given a particular node, competing split
values are listed assuming they also meet the criteria for a significant
splitting value as set by <code><a rd-options='' href='semtree.control'>semtree.control</a></code>.

findOtherSplits: Find Other Node Split Values

Description

Usage

Arguments

Value

References