Estimate diagnostic classification models (also called cognitive
diagnostic models) with 'Stan'. Diagnostic classification models are
confirmatory latent class models, as described by Rupp et al.
(2010, ISBN: 978-1-60623-527-0). Automatically generate 'Stan' code for the
general loglinear cognitive diagnostic diagnostic model proposed by
Henson et al. (2009) <doi:10.1007/s11336-008-9089-5> and other subtypes that
introduce additional model constraints. Using the generated 'Stan' code,
estimate the model evaluate the model's performance using model fit indices,
information criteria, and reliability metrics.
| Version: |
0.3.1 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
dcm2, dplyr (≥ 1.1.1), fs, glue, loo, magrittr, methods, posterior, psych, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rlang (≥ 0.4.11), rstan (≥ 2.21.2), rstantools (≥ 2.3.0), stats, tibble, tidyr (≥ 1.3.0) |
| LinkingTo: |
BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥
2.18.0) |
| Suggests: |
cli, cmdstanr (≥ 0.4.0), crayon, knitr, rmarkdown, roxygen2, spelling, testthat (≥ 3.0.0) |
| Published: |
2023-05-27 |
| Author: |
W. Jake Thompson 
[aut, cre],
Nathan Jones
[ctb],
Matthew Johnson [cph] (Provided code adapted for
reliability.measrdcm()),
Paul-Christian Bürkner [cph] (Author of eval_silent()),
University of Kansas [cph],
Institute of Education Sciences [fnd] |
| Maintainer: |
W. Jake Thompson <wjakethompson at gmail.com> |
| BugReports: |
https://github.com/wjakethompson/measr/issues |
| License: |
GPL (≥ 3) |
| URL: |
https://measr.info, https://github.com/wjakethompson/measr |
| NeedsCompilation: |
yes |
| SystemRequirements: |
GNU make |
| Additional_repositories: |
https://mc-stan.org/r-packages/ |
| Language: |
en-US |
| Materials: |
README NEWS |
| CRAN checks: |
measr results |