Bayesrel: Bayesian Reliability Estimation
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,
<https://groups.seas.harvard.edu/courses/cs281/papers/murphy-2007.pdf>.
The Bayesian omegas (u, t, and h) are obtained by
'Gibbs' sampling from the conditional posterior distributions of
(1) the single factor model and (2) the second-order factor model
('Lee', 2007, <https://onlinelibrary.wiley.com/doi/book/10.1002/9780470024737>).
| Version: |
0.7.4.3 |
| Depends: |
R (≥ 2.10) |
| Imports: |
LaplacesDemon, MASS, lavaan, coda, methods, stats, graphics, progress, Rdpack, Rcpp (≥ 1.0.4.6) |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
testthat (≥ 2.1.0), knitr, rmarkdown |
| Published: |
2022-08-10 |
| Author: |
Julius M. Pfadt [aut, cre],
Don van den Bergh [aut],
Joris Goosen [aut] |
| Maintainer: |
Julius M. Pfadt <julius.pfadt at gmail.com> |
| BugReports: |
https://github.com/juliuspf/Bayesrel/issues |
| License: |
GPL-3 |
| URL: |
https://github.com/juliuspf/Bayesrel |
| NeedsCompilation: |
yes |
| Materials: |
README |
| CRAN checks: |
Bayesrel results |
Documentation:
Downloads:
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