eefAnalytics: Robust Analytical Methods for Evaluating Educational Interventions using Randomised Controlled Trials Designs (original) (raw)
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: | 1.1.2 |
|---|---|
| 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: | 2024-10-08 |
| 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> |
| BugReports: | https://github.com/germaine86/eefanalytics/issues |
| License: | AGPL (≥ 3) |
| URL: | https://github.com/germaine86/eefAnalytics |
| NeedsCompilation: | no |
| Materials: | NEWS |
| In views: | CausalInference |
| CRAN checks: | eefAnalytics results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=eefAnalyticsto link to this page.