Package: RealVAMS Type: Package Title: Multivariate VAM Fitting Version: 0.5.0 Date: 2026-09-18 Authors@R: c(person(given = c("Andrew"), family = "Karl", email="akarl@asu.edu", role = c("cre", "aut"), comment = c(ORCID = "0000-0002-5933-8706")), person(given = "Jennifer", family = "Broatch", role = c( "aut"), ), person(given = "Jennifer", family = "Green", role = c( "aut"), )) Description: Fits a multivariate value-added model (VAM), see Broatch, Green, and Karl (2018) and Broatch and Lohr (2012) , with normally distributed test scores and a binary outcome indicator. A pseudo-likelihood approach, Wolfinger (1993) , is used for the estimation of this joint generalized linear mixed model. The inner loop of the pseudo-likelihood routine (estimation of a linear mixed model) occurs in the framework of the EM algorithm presented by Karl, Yang, and Lohr (2013) . This material is based upon work supported by the National Science Foundation under grants DRL-1336027 and DRL-1336265. License: GPL-2 Depends: R (>= 3.0.0), Matrix Imports: numDeriv, Rcpp (>= 0.11.2), methods, stats, utils, grDevices, graphics LazyData: yes ByteCompile: yes NeedsCompilation: yes LinkingTo: Rcpp, RcppArmadillo Suggests: testthat (>= 3.2.0), roxygen2 Config/testthat/edition: 3 RoxygenNote: 8.0.0 Encoding: UTF-8 Packaged: 2026-09-18 19:49:40 UTC; root Author: Andrew Karl [cre, aut] (ORCID: ), Jennifer Broatch [aut], Jennifer Green [aut] Maintainer: Andrew Karl Repository: https://akarl46556.r-universe.dev Date/Publication: 2026-09-18 17:32:04 UTC RemoteUrl: https://github.com/cran/RealVAMS RemoteRef: HEAD RemoteSha: 29a736a3ed6f9920a3672add2482637497642142