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Bayesrel
View on CRAN: Click
here
Download and install Bayesrel package within the R console
Install from CRAN:
install.packages("Bayesrel")
Install from Github:
library("remotes")
install_github("cran/Bayesrel")
Install by package version:
library("remotes")
install_version("Bayesrel", "0.7.7")
Attach the package and use:
library("Bayesrel")
Maintained by
Julius M. Pfadt
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-01-20
Latest Update: 2023-08-09
Description:
Functionality for reliability estimates. For 'unidimensional' tests:
Coefficient alpha, 'Guttman's' lambda-2/-4/-6, the Greatest lower
bound and coefficient omega_u ('unidimensional') in a Bayesian and a frequentist version.
For multidimensional tests: omega_t (total) and omega_h (hierarchical).
The results include confidence and credible intervals, the
probability of a coefficient being larger than a cutoff,
and a check for the factor models, necessary for the omega coefficients.
The method for the Bayesian 'unidimensional' estimates, except for omega_u,
is sampling from the posterior inverse 'Wishart' for the
covariance matrix based measures (see 'Murphy', 2007,
.
The Bayesian omegas (u, t, and h) are obtained by
'Gibbs' sampling from the conditional posterior distributions of
(1) the single factor model, (2) the second-order factor model, (3) the bi-factor model,
(4) the correlated factor model
('Lee', 2007, ).
How to cite:
Julius M. Pfadt (2019). Bayesrel: Bayesian Reliability Estimation. R package version 0.7.7, https://cran.r-project.org/web/packages/Bayesrel. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.0 (2019-01-20 17:40), 0.6.1 (2020-03-04 17:10), 0.7.0.2 (2020-11-18 09:50), 0.7.0.3 (2021-01-07 14:00), 0.7.0.7 (2021-03-29 15:22), 0.7.0 (2020-11-11 13:20), 0.7.1 (2021-09-13 17:30), 0.7.4.1 (2022-04-06 22:22), 0.7.4.2 (2022-06-27 17:00), 0.7.4.3 (2022-08-10 18:00), 0.7.4.4 (2022-10-26 13:37), 0.7.4 (2022-02-10 18:10), 0.7.5 (2022-11-19 13:40)
Other packages that cited Bayesrel R package
View Bayesrel citation profile
Other R packages that Bayesrel depends,
imports, suggests or enhances
Complete documentation for Bayesrel
Functions, R codes and Examples using
the Bayesrel R package
Some associated functions: Bayesrel-deprecated . asrm . asrm_mis . bomegas . cavalini . multiFit . omegaFit . omega_fit-deprecated . omegasCFA . pOmegas . pStrel . p_omegas-deprecated . p_strel-deprecated . secoFit-deprecated . secoFit . seco_fit-deprecated . strel . upps .
Some associated R codes: RcppExports.R . bomegasMultiGibbs.R . bomegasMultiOut.R . bootApplyFunctions.R . covSampler.R . deprecated.R . freqNonParametric.R . freqParametric.R . genericFunctions.R . glbFuns.R . helpFuns.R . helpFunsOmegas.R . maxSplitHalf.R . omegaFit.R . omegaFreq.R . omegaUniGibbs.R . omegasCFAMultiOut.R . omegasMultiLavaan.R . postProb.R . princFac.R . reliabilityMultiBayes.R . reliabilityMultiFreq.R . reliabilityUni.R . samplePrior.R . uniGibbsOut.R . Full Bayesrel package functions and examples
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