The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.

BEND: Bayesian Estimation of Nonlinear Data (BEND)

Provides a set of models to estimate nonlinear longitudinal data using Bayesian estimation methods. These models include the: 1) Bayesian Piecewise Random Effects Model (Bayes_PREM()) which estimates a piecewise random effects (mixture) model for a given number of latent classes and a latent number of possible changepoints in each class, and can incorporate class and outcome predictive covariates (see Lamm (2022) <https://hdl.handle.net/11299/252533> and Lock et al., (2018) <doi:10.1007/s11336-017-9594-5>), 2) Bayesian Crossed Random Effects Model (Bayes_CREM()) which estimates a linear, quadratic, exponential, or piecewise crossed random effects models where individuals are changing groups over time (e.g., students and schools; see Rohloff et al., (2024) <doi:10.1111/bmsp.12334>), and 3) Bayesian Bivariate Piecewise Random Effects Model (Bayes_BPREM()) which estimates a bivariate piecewise random effects model to jointly model two related outcomes (e.g., reading and math achievement; see Peralta et al., (2022) <doi:10.1037/met0000358>).

Version: 1.0
Depends: R (≥ 3.6.3)
Imports: coda (≥ 0.19.4), label.switching (≥ 1.8), rjags (≥ 4.14)
Published: 2024-03-23
DOI: 10.32614/CRAN.package.BEND
Author: Corissa T. Rohloff ORCID iD [aut, cre], Rik Lamm ORCID iD [aut], Yadira Peralta ORCID iD [aut], Nidhi Kohli ORCID iD [aut], Eric F. Lock ORCID iD [aut]
Maintainer: Corissa T. Rohloff <corissa.wurth at gmail.com>
BugReports: https://github.com/crohlo/BEND/issues
License: MIT + file LICENSE
URL: https://github.com/crohlo/BEND
NeedsCompilation: no
Materials: README NEWS
CRAN checks: BEND results

Documentation:

Reference manual: BEND.pdf

Downloads:

Package source: BEND_1.0.tar.gz
Windows binaries: r-devel: BEND_1.0.zip, r-release: BEND_1.0.zip, r-oldrel: BEND_1.0.zip
macOS binaries: r-release (arm64): BEND_1.0.tgz, r-oldrel (arm64): BEND_1.0.tgz, r-release (x86_64): BEND_1.0.tgz, r-oldrel (x86_64): BEND_1.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=BEND to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.