4 approaches to calculate r-squared changes in #SEM for a #latent #construct controlling for others link.springer.com/article/10.3.... #Direct-matrix and #saturated-correlate approaches (3 & 4) are stable whether data is complete or missing.
mozardt
@mozardmohtar.bsky.social
Deep interest in consumer psychology, advertising, marketing, retailing, services, tourism, and quantitative methods. Plays a lot of rock guitar🎸too. https://umexpert.um.edu.my/mozardt @mozardmohtar in X
Here is a #rstats #shinyapps to check semantic overlap of items in #scale #measurement #construct rosenbusch.shinyapps.io/semantic_net/ and the article psycnet.apa.org/doi/10.1037/...
#rstats #shinyapp #CurveBuilder fit, probe, and plot #nonlinear #moderation #interaction effect using #Johnson-Neyman technique haleyyaremych.shinyapps.io/CurveBuilder/ here is the article link.springer.com/article/10.3...
#rstats #package #mmgsem implements #Mixture #Multigroup Structural Equation Modeling #MMG-SEM github.com/AndresFPA/mm... www.tandfonline.com/doi/full/10....
GitHub - AndresFPA/mmgsem: R code for Mixture Multigroup SEM (MMG-SEM)
R code for Mixture Multigroup SEM (MMG-SEM). Contribute to AndresFPA/mmgsem development by creating an account on GitHub.
github.com
Good things will come to those who waits. #composite #SEM #cSEM module is now in #jamovi. Thank you Alarfaj and Alamer (module developers).
Combining all latent analyses #rstats in one #shinyapp #projectLSA - Latent Profile Analysis #LPA - Latent Class Analysis #LCA - Latent Trait Analysis #LTA / #IRT - Exploratory Factor Analysis #EFA - Confirmatory Factor Analysis #CFA github.com/hdmeasure/pr...
GitHub - hdmeasure/projectLSA: R Shiny Application for Latent Structure Analysis with a Graphical User Interface
R Shiny Application for Latent Structure Analysis with a Graphical User Interface - hdmeasure/projectLSA
github.com
An update to #latent #moderated #stuctural #equations #LMS, introducing #composite #moderated #structural #equations #rstats #packages used 1) #MASS 2) #lavaan 3) #modsem 4) #cSEM link.springer.com/article/10.3... Links to #code and results osf.io/4t9se/overview
Creating, academic poster on the fly! I like this era #https://illustrae.co/ www.instagram.com/reel/DUA1w9B...
Illustrae.co on Instagram: "Go from abstract to academic poster in minutes with Illustrae.co 🧬🎨 #phd #stem #thesis #postdoc #postgrad"
31K likes, 246 comments - illustrae_co on January 27, 2026: "Go from abstract to academic poster in minutes with Illustrae.co 🧬🎨 #phd #stem #thesis #postdoc #postgrad".
instagram.com
#rstats #package #psychonetrics enables researchers to combine #SEM and #network analyses in a unified framework. psychonetrics.org
psychonetrics — Structural Equation Modeling & Confirmatory Network Analysis
psychonetrics: An R package for Structural Equation Modeling and Confirmatory Network Analysis
psychonetrics.org
When factor constructs are estimated together with components in #SEM, consistent PLS #PLSc-SEM addresses the biases of component-based method in common factor models. www.tandfonline.com/doi/full/10....
…and the 10 top-tier management journals are [drum rolls]…
Website edition companion for R for Data Science book #rstats r4ds.hadley.nz
R for Data Science (2e)
r4ds.hadley.nz
The poster below summarizes updated robust #covariance-based #structural #equation #modeling #CBSEM workflow of current available #rstats #packages and #shinyapps
Influential #outlier cases in #SEM can now be detected using #leave-one-out method #rstats #package github.com/sfcheung/sem... www.tandfonline.com/doi/full/10.... alternatively 1) influence.SEM
GitHub - sfcheung/semfindr: A find(e)r of influential cases and outliers in SEM
A find(e)r of influential cases and outliers in SEM - sfcheung/semfindr
github.com
#GSCA Pro #app can now implement #monte #carlo-based procedure to do #power analysis for #generalized #structured #component model i.e., #emergent #formative #construct www.tandfonline.com/doi/full/10....
We might not need to do #EFA-CFA procedures for #model #specification #search any longer, #rstats #BSO #bee #swarm #optimization promises better results in global and local model fit, maximal factor correlation, and item retention. github.com/timtrautwein.... www.tandfonline.com/doi/full/10....
GitHub - timtrautwein/BSO-Correlated-Factor-Models: This repository provides the code for BSO for correlated factor models
This repository provides the code for BSO for correlated factor models - timtrautwein/BSO-Correlated-Factor-Models
github.com
This #rstats #package #negligible examine negligible effect / #equivalent testing in #SEM model after #lavaan, a few of the functions include 1) #neg.semfit (CFI, RMSEA, SRMR) 2) #neg.normal github.com/cribbie/negl...
GitHub - cribbie/negligible: This package contains many functions for conducting negligible effect statistical testing (also called equivalence testing).
This package contains many functions for conducting negligible effect statistical testing (also called equivalence testing). - cribbie/negligible
github.com
Rather than doing it manually, we can now examine all #SEM competing models automatically, using #rstats #package #modelbpp niceee link.springer.com/article/10.3...
6 approaches to handle #missing #data in #regression 1) deletion methods 2) hybrid methods 3) IL-FIML 4) IL-ML 5) TS-ML 6) CSFR #rstats #packages #semTools #mice #twostage #rblimp journals.sagepub.com/doi/full/10....
If you are using #rstats #package #seminr for #PLSSEM, you can compliment the analyses with #NCA and #cIPMA packages www.sciencedirect.com/science/arti...
cIPMA: An R package for combined importance-performance map analysis
Combined importance–performance map analysis (cIPMA) extends partial least squares structural equation modeling (PLS-SEM) by integrating importance as…
sciencedirect.com
