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eefAnalytics: Robust Analytical Methods for Evaluating Educational Interventions using Randomised Controlled Trials Designs

Analysing data from evaluations of educational interventions using a randomised controlled trial design. Various analytical tools to perform sensitivity analysis using different methods are supported (e.g. frequentist models with bootstrapping and permutations options, Bayesian models). The included commands can be used for simple randomised trials, cluster randomised trials and multisite trials. The methods can also be used more widely beyond education trials. This package can be used to evaluate other intervention designs using Frequentist and Bayesian multilevel models.

Version: 1.1.4
Depends: R (≥ 3.6.0)
Imports: R2jags (≥ 0.7), ggplot2 (≥ 3.4.0), lme4 (≥ 1.1.0), methods, graphics, stats, mvtnorm (≥ 1.1.2), coda (≥ 0.19), MCMCvis (≥ 0.15)
Suggests: knitr, rmarkdown, testthat
Published: 2024-12-17
DOI: 10.32614/CRAN.package.eefAnalytics
Author: Germaine Uwimpuhwe [aut, cre], Qing Zhang [aut], Akansha Singh [aut], Dimitris Vallis [aut], Jochen Einbeck [aut], Steve Higgins [aut], ZhiMin Xiao [aut], Ewoud De Troyer [aut], Adetayo Kasim [aut]
Maintainer: Germaine Uwimpuhwe <germaine.uwimpuhwe at durham.ac.uk>
License: AGPL (≥ 3)
NeedsCompilation: no
Materials: NEWS
In views: CausalInference
CRAN checks: eefAnalytics results

Documentation:

Reference manual: eefAnalytics.pdf
Vignettes: Introduction to eefAnalytics (source, R code)

Downloads:

Package source: eefAnalytics_1.1.4.tar.gz
Windows binaries: r-devel: eefAnalytics_1.1.4.zip, r-release: eefAnalytics_1.1.4.zip, r-oldrel: eefAnalytics_1.1.4.zip
macOS binaries: r-release (arm64): eefAnalytics_1.1.4.tgz, r-oldrel (arm64): eefAnalytics_1.1.4.tgz, r-release (x86_64): eefAnalytics_1.1.4.tgz, r-oldrel (x86_64): eefAnalytics_1.1.4.tgz
Old sources: eefAnalytics archive

Linking:

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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.