Package: MIRES Title: Measurement Invariance Assessment Using Random Effects Models and Shrinkage Version: 0.1.1 Authors@R: c(person(given = "Stephen", family = "Martin", role = c("aut", "cre"), email = "stephenSRMMartin@gmail.com", comment = c(ORCID = "0000-0001-8085-2390")), person(given = "Philippe", family = "Rast", role = "aut", email = "rast.ph@gmail.com", comment = c(ORCID = "0000-0003-3630-6629"))) Description: Estimates random effect latent measurement models, wherein the loadings, residual variances, intercepts, latent means, and latent variances all vary across groups. The random effect variances of the measurement parameters are then modeled using a hierarchical inclusion model, wherein the inclusion of the variances (i.e., whether it is effectively zero or non-zero) is informed by similar parameters (of the same type, or of the same item). This additional hierarchical structure allows the evidence in favor of partial invariance to accumulate more quickly, and yields more certain decisions about measurement invariance. Martin, Williams, and Rast (2020) . License: MIT + file LICENSE Encoding: UTF-8 LazyData: true Biarch: true Depends: R (>= 4.0.0) Imports: methods, Rcpp (>= 0.12.0), rstan (>= 2.26.0), rstantools (>= 2.0.0), Formula (>= 1.2-1), stats (>= 3.4.0), parallel (>= 3.4.0), mvtnorm (>= 1.0), dirichletprocess (>= 0.4.0), truncnorm (>= 1.0), pracma (>= 2.2.9), cubature (>= 2.0.0), logspline (>= 2.1.0), nlme (>= 3.1), HDInterval (>= 0.2.2) LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0), rstan (>= 2.26.0), StanHeaders (>= 2.26.0) SystemRequirements: GNU make RoxygenNote: 7.3.2 BugReports: https://github.com/stephenSRMMartin/MIRES/issues Suggests: testthat Config/testthat/edition: 3 Config/pak/sysreqs: make Repository: https://stephensrmmartin.r-universe.dev Date/Publication: 2025-05-04 20:21:49 UTC RemoteUrl: https://github.com/stephensrmmartin/mires RemoteRef: HEAD RemoteSha: 07ec27add0737f1c64dca22ef0f709f311d7df31 NeedsCompilation: no Packaged: 2026-06-23 06:23:35 UTC; root Author: Stephen Martin [aut, cre] (ORCID: ), Philippe Rast [aut] (ORCID: ) Maintainer: Stephen Martin