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MIRES
View on CRAN: Click
here
Download and install MIRES package within the R console
Install from CRAN:
install.packages("MIRES")
Install from Github:
library("remotes")
install_github("cran/MIRES")
Install by package version:
library("remotes")
install_version("MIRES", "0.1.0")
Attach the package and use:
library("MIRES")
Maintained by
Stephen Martin
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-22
Latest Update: 2021-02-22
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) .
How to cite:
Stephen Martin (2021). MIRES: Measurement Invariance Assessment Using Random Effects Models and Shrinkage. R package version 0.1.0, https://cran.r-project.org/web/packages/MIRES
Previous versions and publish date:
No previous versions
Other packages that cited MIRES R package
View MIRES citation profile
Other R packages that MIRES depends,
imports, suggests or enhances
Functions, R codes and Examples using
the MIRES R package
Some associated functions: MIRES-package . bflt . datagen_uni . ddirichletprocess . ddirichletprocess_spike . ddirichletprocess_stan . dhmre . dhmre_pairwise . dlogspline . dot-combine_RHS . dot-formula_lhs . dot-formula_names . dot-formula_rhs . dot-hdi . dot-indicator_spec . dot-pairwise_diff_single . dot-parse_formula . dot-sample_diff . dot-sample_diff_labels . genStickBreakPi . generateData . mires . pairwise . posterior_density_funs_sigmas . predict_DP . print.mires . print.summary.mires . ranef.mires . rhmre . sim_all . sim_intercepts . sim_items . sim_loadings . sim_none . sim_resid . simulate_DP . split_stannames . summary.mires . tidy_stanpars .
Some associated R codes: MIRES-package.R . bf.R . data.R . datagen.R . density.R . mires.R . pairwise.R . ranef.R . stanmodels.R . summary.R . utility.R . Full MIRES package functions and examples
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