Package: seminrExtras Type: Package Title: Conduct Additional Modeling and Analysis for 'seminr' Version: 1.0.3 Date: 2026-08-18 Authors@R: c(person("Soumya", "Ray", email = "soumya.ray@gmail.com", role = c("aut", "ths")), person("Nicholas Patrick", "Danks", email = "seminrgroup@gmail.com", role = c("aut","cre")) ) Description: Supplementary tools for evaluating and validating partial least squares structural equation models estimated with 'seminr'. Provides methods for predictive model assessment, importance-performance analysis with necessary condition testing, overfitting diagnostics, measurement model verification, mediator contribution analysis, unobserved heterogeneity detection via latent class and prediction-oriented segmentation, and congruence coefficient testing. All functions accept estimated 'seminr' model objects and return results with print, summary, and plot methods. Imports: seminr (>= 2.4.0), stats, graphics, grDevices, utils, rpart License: GPL-3 Encoding: UTF-8 Suggests: testthat (>= 3.0.0), knitr, rmarkdown, MASS, paran, psych, learnr Roxygen: list(markdown = TRUE) Config/testthat/edition: 3 URL: https://github.com/sem-in-r/seminrExtras BugReports: https://github.com/sem-in-r/seminrExtras/issues VignetteBuilder: knitr Config/roxygen2/version: 8.1.0 Config/pak/sysreqs: cmake libglpk-dev make libicu-dev libuv1-dev libxml2-dev libssl-dev libnode-dev libx11-dev Repository: https://sem-in-r.r-universe.dev Date/Publication: 2026-08-20 11:08:18 UTC RemoteUrl: https://github.com/sem-in-r/seminrextras RemoteRef: HEAD RemoteSha: 9c14cd9a5e2d9acf01bcbfa519e7efc01b7efcdf NeedsCompilation: no Packaged: 2026-09-20 09:29:19 UTC; root Author: Soumya Ray [aut, ths], Nicholas Patrick Danks [aut, cre] Maintainer: Nicholas Patrick Danks