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measr
View on CRAN: Click
here
Download and install measr package within the R console
Install from CRAN:
install.packages("measr")
Install from Github:
library("remotes")
install_github("cran/measr")
Install by package version:
library("remotes")
install_version("measr", "1.0.0")
Attach the package and use:
library("measr")
Maintained by
W. Jake Thompson
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2023-04-03
Latest Update: 2024-01-30
Description:
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) 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.
How to cite:
W. Jake Thompson (2023). measr: Bayesian Psychometric Measurement Using 'Stan'. R package version 1.0.0, https://cran.r-project.org/web/packages/measr. Accessed 31 Jan. 2025.
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Other R packages that measr depends,
imports, suggests or enhances
Complete documentation for measr
Functions, R codes and Examples using
the measr R package
Some associated functions: c.measrprior . create_profiles . default_dcm_priors . ecpe . fit_m2 . fit_ppmc . get_parameters . is.measrprior . loo.measrfit . loo_compare.measrfit . mdm . measr-package . measr_dcm . measr_examples . measr_extract . measrfit-class . measrprior . model_evaluation . pipe . predict.measrdcm . reexports . reliability . tidyeval . waic.measrfit .
Some associated R codes: data-checks.R . data.R . extract.R . fit-dcm.R . loo-methods.R . m2-methods.R . measr-package.R . measrfit-class.R . methods.R . model-evaluation.R . posterior-methods.R . ppmc.R . priors.R . reexports.R . reliability.R . stan-dina.R . stan-gqs.R . stan-lcdm.R . stan-strc.R . stan-utils.R . stanmodels.R . utils-display.R . utils-extract.R . utils-fit.R . utils-loo.R . utils-methods.R . utils-model-evaluation.R . utils-pipe.R . utils-priors.R . utils-reliability.R . utils-tidy-eval.R . utils.R . Full measr package functions and examples
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