structural-equation-modeling

There are 10 repositories under structural-equation-modeling topic.

yrosseel / lavaan
an R package for structural equation modeling and more
structural-equation-modeling latent-variables factor-analysis growth-curve-models path-analysis multilevel-models multivariate-analysis psychometrics missing-data statistical-modeling
Language:R 397
inuyasha2012 / pypsy
psychometrics package, including MIRT(multidimension item response theory), IRT(item response theory),GRM(grade response theory),CAT(computerized adaptive testing), CDM(cognitive diagnostic model), FA(factor analysis), SEM(Structural Equation Modeling) .
psychometrics item-response-theory factor-analysis structural-equation-modeling computerized-adaptive-testing cognitive-diagnostic-models classical-test-theory psychology survey questionnaire education
Language:Python 206
mkearney / tidyversity
🎓 Tidy tools for academics
tidyverse tidy rstats r statistics analysis academic research science mkearney-r-package regression linear-models general-linear-model logistic-regression poisson-regression negative-binomial-regression robust-regression structural-equation-modeling latent-variables tidyversity
Language:R 170
OpenMx / OpenMx
Repository for the OpenMx Structural Equation Modeling package
statistics psychology r c-plus-plus structural-equation-modeling behavior-genetics openmx estimation graphical-models multilevel-models item-response-theory growth-curves
Language:R 84
ecmerkle / blavaan
An R package for Bayesian structural equation modeling
structural-equation-modeling latent-variables factor-analysis growth-curve-models path-analysis multilevel-models multivariate-analysis psychometrics missing-data bayesian-statistics cran statistical-modeling
Language:R 77
Causing
realrate / Causing
Causing: CAUsal INterpretation using Graphs
causality-analysis mediation-analysis effects-modeling causal-networks latent-variables dag graph-theory do-calculus structural-equation-modeling structural-analysis simultaneous-equation neural-networks derivatives automatic-differentiation python pytorch graphs gnn
Language:Python 52
tbates / umx
Making Structural Equation Modeling (SEM) in R quick & powerful
statistics psychology r sem structural-equation-modeling behavior-genetics twin-models cran umx tutorials openmx genetics
Language:R 43
m-clark / sem
:white_medium_small_square: <- :white_circle: Structural Equation Modeling from a broader context.
sem structural-equation-modeling latent-variable-models graphical-models growth-curves mixture-model r lavaan irt topic-modeling bayesian-nonparametric-models
Language:R 30
mikewlcheung / metasem
metaSEM package
meta-analysis structural-equation-modeling structural-equation-models meta-analytic-sem multivariate-analysis missing-data multilevel-models r-package
Language:HTML 28
richardkwo / InvariantCausal.jl
Causal Inference with Invariant Prediction
causal-inference causality graphical-models intervention julia sem structural-equation-modeling
Language:Julia 25
Lyxn / plspm
Partial Least Squares Path Modeling, Structural Equation Modeling
structural-equation-modeling partial-least-squares
Language:Python 17
mkearney / tidysem
🎓 Tidy SEM tools for academics
structural-equation-modeling latent-variable-models statistics quantitative-methods tidyversity rstats
Language:R 16
rempsyc / lavaanExtra
Convenience Functions for Package `lavaan`
convenience-functions lavaan psychology r rstats statistics structural-equation-modeling
Language:R 16
brandmaier / semtree
Recursive Partitioning for Structural Equation Models
forest randomforest decision-tree multivariate sem statistical-modeling structural-equation-modeling structural-equation-models bigdata r cran recursive-partitioning
Language:R 12
andrea-luciani / bimets
Time Series And Econometric Modeling In R
r econometrics structural-equation-modeling simultaneous-equations time-series stochastic-simulation optimal-control
Language:R 11
m-clark / docs
Documents that go into methodological detail regarding various statistical procedures.
additive-models bayesian-methods mixed-models r stan statistical-procedures structural-equation-modeling
Language:TeX 11
brandmaier / onyx
Ωnyx - Structural Equation Modeling
gui latent-variables sem structural-equation-modeling
Language:Java 10
peterdalle / semproducible
Generates R code for your lavaan models automatically, which helps with reproducible open science
lavaan reproducible-research structural-equation-modeling code-generation open-science covariance-matrix reproducible-models sem-model
Language:R 7
lessSEM
jhorzek / lessSEM
lessSEM estimates sparse structural equation models.
regularization sem structural-equation-modeling lasso r regularized-structural-equation-model psychometrics
Language:R 6
aaronpeikert / StenoGraphs.jl
Write meta graphs quickly
graphs julialang structural-equation-modeling neural-networks
Language:Julia 5
alexanderrobitzsch / LAM
Some Latent Variable Models
structural-equation-modeling multilevel-models
Language:R 5
ellenmartin11 / lone-GenSEM-MR
Genomic Structural Equation Modelling and Mendelian Randomization of Loneliness and Psychiatric/Substance Use Phenotypes
depression genetics genomics loneliness mendelian-randomization psychology structural-equation-modeling
Language:Shell 5
tr7200 / CBNN_SEM_loss_convergence
Code accompanying my 2021 ASA SDSS paper
causal-inference causality causal-models causality-analysis causal-networks neural-network neural-networks directed-acyclic-graph structural-equation-modeling merchandising tensorflow-probability
Language:Python 5
tzimiskes / causality
Examine The Causal Structure of Data
bayesian-networks machine-learning structural-equation-modeling
Language:C 5
jamesuanhoro / minorbsem
An R package for Bayesian structural equation models that account for the influence of minor factors
structural-equation-modeling bayesian-statistics factor-analysis latent-variable-models multivariate-analysis psychometrics r-package
Language:R 4
milanwiedemann / minvariance
R functions to generate lavaan code for testing longitudinal measurement invariance
measurement-invariance longitudinal factorial-invariance confirmatory-factor-analysis lavaan-syntax lavaan structural-equation-modeling
Language:R 4
chkiefer / lavacreg
lavacreg (Latent Variable Count Regression Models)) is an R package to estimate multigroup structural equation models with count regressions (Poisson or negative binomial).
latent-covariates count-regression structural-equation-modeling
Language:R 3
immerse-ucsb / 3-Step-ML-auto
This R tutorial automates the 3-step ML auxiliary variable procedure using the MplusAutomation package (Hallquist & Wiley, 2018) to estimate models and extract relevant parameters. To learn more about auxiliary variable integration methods and why multi-step methods are necessary for producing un-biased estimates see Asparouhov & Muthén (2014).
mplusautomation structural-equation-modeling tutorial latent-variables latent-class-analysis mixture-model mplus
3
isaactpetersen / Principles-Psychological-Assessment
Repository for the Textbook: "Principles of Psychological Assessment: With Applied Examples in R"
psychometrics r factor-analysis item-response-theory structural-equation-modeling
Language:TeX 3
milanwiedemann / shinychange
shinychange: An Interactive Tutorial on Latent Change Score Modeling in R
latent-change-score-modeling latent-difference-score-modeling lcsm lavaan-syntax structural-equation-modeling r-package shiny
Language:R 3
semptools
sfcheung / semptools
Helper functions for customizing plots by semPlot::semPaths
diagram graph lavaan plot r r-package sem structural-equation-modeling
Language:R 3
tbates / OpenMx.tmbundle
Textmate support for Structural equation modeling in OpenMx.
behavior-genetics structural-equation-modeling sem psychology statistics cran r matrix-algebra machine-learning optimization textmate-bundle textmate
3
apramus / seaweed-biodiversity-effects
Repo for Ramus et al. 2022 Ecology
invasive-species biodiversity-ecosystem-functioning coastal-marine-ecosystems epifaunal-invertebrates foundation-species niche-complementarity plant-diversity-effects structural-equation-modeling
Language:R 2
gerdaresearch / flower-retailer-customer-satisfaction-survey2021-Japan
花小売顧客満足の構造：2021年JCSI日本版顧客満足度調査（生花店カスタム調査、農林水産省実証事業）
customer-satisfaction-surveys flower-shop jcsi japanese-consumer structural-equation-modeling causal-models floriculture purchase-data
2
jeksterslab / semmcci
semmcci: Monte Carlo Confidence Intervals in Structural Equation Modeling
confidence-intervals monte-carlo r r-package structural-equation-modeling
Language:TeX 2
VectorPosse / sem_book
Demystifying Structural Equation Modeling
path-analysis structural-equation-modeling
Language:TeX 2