Other packages > Find by keyword >

semtree  

Recursive Partitioning for Structural Equation Models
View on CRAN: Click here


Download and install semtree package within the R console
Install from CRAN:
install.packages("semtree")

Install from Github:
library("remotes")
install_github("cran/semtree")

Install by package version:
library("remotes")
install_version("semtree", "0.9.23")



Attach the package and use:
library("semtree")
Maintained by
Andreas M. Brandmaier
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-12-16
Latest Update: 2025-07-28
Description:
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) and Arnold, Voelkle, & Brandmaier (2020) .
How to cite:
Andreas M. Brandmaier (2016). semtree: Recursive Partitioning for Structural Equation Models. R package version 0.9.23, https://cran.r-project.org/web/packages/semtree. Accessed 26 Oct. 2026.
Previous versions and publish date:
(2026-07-09 07:02), 0.9.9 (2016-12-16 15:35), 0.9.10 (2017-04-05 15:40), 0.9.11 (2017-12-14 15:58), 0.9.12 (2018-02-13 10:48), 0.9.13 (2018-11-05 10:20), 0.9.14 (2020-01-07 23:00), 0.9.15 (2021-04-29 01:20), 0.9.16 (2021-06-11 16:30), 0.9.17 (2021-07-30 10:10), 0.9.18 (2022-05-13 22:20), 0.9.19 (2023-11-26 15:20), 0.9.20 (2024-04-08 14:40), 0.9.22 (2025-07-28 13:20)
Other packages that cited semtree R package
View semtree citation profile
Other R packages that semtree depends, imports, suggests or enhances
Complete documentation for semtree
Functions, R codes and Examples using the semtree R package
Some associated functions: biodiversity . coef.semtree . computePval_maxLR . diversityMatrix . evaluate . evaluateDataLikelihood . evaluateTree . findOtherSplits . fitSubmodels . getDepth . getHeight . getLeafs . getNodeById . getNumNodes . getParDiffForest . getParDiffTree . getTerminalNodes . isLeaf . kl . lgcm . merge.semforest . modelEstimates . outliers . parameters . partialDependence . partialDependence_data . partialDependence_growth . plotParDiffForest . plotParDiffTree . plotTreeStructure . predict.semforest . proximity . prune . se . semforest.control . semforest . semtree-package . semtree.constraints . semtree.control . semtree . strip . subforest . subtree . toTable . varimp . 
Some associated R codes: OpenMx_scores_input.R . SampleColumns.R . aggregateVarimp.R . biodiversity.R . bootstrap.R . boruta.R . calculateBestSubsets.R . checkControl.R . checkLevelOfMeasurement.R . checkModel.R . coef.R . coef_ctsem.R . colmap.R . computeOOBWeights.R . computePval_maxLR.R . conditional.R . containsHeywoodCases.R . continue.splitting.R . contributions.R . createBinaries.R . crossvalidatedSplit.R . ctsemScores.R . cvLikelihood.R . diversityMatrix.R . evalForestOob.R . evaluate.semforest.R . evaluateDataLikelihood.R . evaluateTree.R . evaluateTreeConditional.R . evaluateTreeFocus.R . fairSplit.R . findDefinitionVariables.R . findOtherSplits.R . fitSubmodels.R . gefp_semtree.R . get.children.map.R . getCovariatesFromTree.R . getExpectedCov.R . getExpectedMean.R . getHeight.R . getIdParameterMapping.R . getLeafs.R . getLikelihood.R . getModelList.R . getModelType.R . getNodeById.R . getNumNodes.R . getOCParameterNames.R . getOOBlikelihood.R . getParDiffForest.R . getParDiffTree.R . getPredictorsLavaan.R . getPredictorsOpenMx.R . getTerminalNodes.R . growTree.R . growth_trajectories.R . hellinger.R . indexing.R . invarianceFilter.R . isLeaf.R . kl.R . latex_escape.R . lgcm.R . logLik.R . mergeForests.R . minus2logLik_from_fitted_models.R . missingDataModel.R . modelEstimates.R . mxAddNewModelData.R . mxScores.R . naiveSplit.R . naiveSplitScoreTest.R . nobs.MxRAMModel.R . nobs.R . nobs.ctsemFit.R . nodeFunSemtree.R . outliers.R . parameters.R . partialDependence.R . partialDependenceDataset.R . plot.diversityMatrix.R . plot.partialDependence.R . plot.proximity.R . plot.semforest.varimp.R . plot.semtree.R . plot.varimpConvergence.R . plotParDiffForest.R . plotParDiffTree.R . plotTreeStructure.R . plusOperator.R . postprocess.R . predict.semtree.R . predict_methods.R . predict_tree.R . print.semforest.R . print.semforest.control.R . print.semforest.varimp.R . print.semtree.R . print.semtree.control.R . print.summary.semtree.R . proximity.R . prune.R . prune.semforest.R . prune.semtree.R . recodeAllSubsets.R . recodeOrdered.R . relative.misfit.R . render_tree.R . render_tree_recursively.R . replaceParametersInMxConstraints.R . report.R . safeRunAndEvaluate.R . scoreSplit.R . sctest_continuous.R . sctest_continuous2.R . sctest_dummy.R . sctest_multinomial.R . sctest_ordinal.R . se.R . semforest.R . semforest.control.R . semtree-package.R . semtree.R . semtree.apply.wrapper.R . semtree.control.R . semtreeApplyWrapper.R . setData.R . setGlobal.R . stoppingRuleDefault.R . stripTree.R . subforest.R . subtree.R . summary.semforest.R . summary.semtree.R . testInvariance.R . toLatex.R . toLatex.semtree.R . toTable.R . traverse.R . traverse.fun.R . traverseConditional.R . tree.constraints.R . treeDivergence.R . ui.R . varimp-convergence-plot.R . varimp.R . varimpFocus.R . varimpTree.R . vcov_semtree.R .  Full semtree package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

MARSS  
Multivariate Autoregressive State-Space Modeling
The MARSS package provides maximum-likelihood parameter estimation for constrained and unconstraine ...
Download / Learn more Package Citations See dependency  
LSDsensitivity  
Sensitivity Analysis Tools for 'LSD' Simulations
Tools for sensitivity analysis of LSD simulation models. Reads object-oriented data produced by LSD ...
Download / Learn more Package Citations See dependency  
SADEG  
Stability Analysis in Differentially Expressed Genes
We analyzed the nucleotide composition of genes with a special emphasis on stability of DNA sequence ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
rts2  
Log-Gaussian Cox Process Models with Approximations
Supports modelling real-time case data to facilitate the real-time surveillance of infectious disea ...
Download / Learn more Package Citations See dependency  

29,218

R Packages

247,686

Dependencies

77,281

Author Associations

29,219

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA