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RealVAMS  

Multivariate VAM Fitting
View on CRAN: Click here


Download and install RealVAMS package within the R console
Install from CRAN:
install.packages("RealVAMS")

Install from Github:
library("remotes")
install_github("cran/RealVAMS")

Install by package version:
library("remotes")
install_version("RealVAMS", "0.4-6")



Attach the package and use:
library("RealVAMS")
Maintained by
Andrew Karl
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-11-01
Latest Update: 2023-01-07
Description:
Fits a multivariate value-added model (VAM), see Broatch, Green, and Karl (2018) <doi:10.32614/RJ-2018-033> and Broatch and Lohr (2012) <doi:10.3102/1076998610396900>, with normally distributed test scores and a binary outcome indicator. A pseudo-likelihood approach, Wolfinger (1993) <doi:10.1080/00949659308811554>, 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) <doi:10.1016/j.csda.2012.10.004>. This material is based upon work supported by the National Science Foundation under grants DRL-1336027 and DRL-1336265.
How to cite:
Andrew Karl (2014). RealVAMS: Multivariate VAM Fitting. R package version 0.4-6, https://cran.r-project.org/web/packages/RealVAMS
Previous versions and publish date:
0.3-1 (2014-11-01 07:19), 0.3-2 (2015-07-21 07:53), 0.3-3 (2017-03-14 17:01), 0.4-0 (2017-08-14 06:25), 0.4-1 (2018-04-20 18:11), 0.4-3 (2019-04-23 06:50), 0.4-4 (2022-09-04 00:10), 0.4-5 (2023-01-07 04:40)
Other packages that cited RealVAMS R package
View RealVAMS citation profile
Other R packages that RealVAMS depends, imports, suggests or enhances
Functions, R codes and Examples using the RealVAMS R package
Some associated functions: REML_Rm . R_mstep2 . RealVAMS-package . RealVAMS . example.outcome.data . example.score.data . plot . print . summary . vp_cp . 
Some associated R codes: REML_Rm.R . R_mstep2.R . RealVAMS.R . plot.RealVAMS.R . print.RealVAMS.R . print.summary.RealVAMS.R . summary.RealVAMS.R . vp_cp.R .  Full RealVAMS package functions and examples
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