Package: eefAnalytics 1.1.3

Germaine Uwimpuhwe

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.

Authors: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]

eefAnalytics_1.1.3.tar.gz
eefAnalytics_1.1.3.tar.gz(r-4.5-noble)eefAnalytics_1.1.3.tar.gz(r-4.4-noble)
eefAnalytics_1.1.3.tgz(r-4.4-emscripten)eefAnalytics_1.1.3.tgz(r-4.3-emscripten)
eefAnalytics.pdf |eefAnalytics.html
eefAnalytics/json (API)
NEWS

# Install 'eefAnalytics' in R:
install.packages('eefAnalytics', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/germaine86/eefanalytics/issues

Uses libs:
  • jags– Just Another Gibbs Sampler for Bayesian MCMC
  • c++– GNU Standard C++ Library v3
Datasets:
  • crtData - Cluster Randomised Trial Data.
  • mstData - Multisite Trial Data.

2.90 score 20 scripts 443 downloads 12 exports 78 dependencies

Last updated 2 days agofrom:34cc101d0c. Checks:OK: 2. Indexed: no.

TargetResultDate
Doc / VignettesOKOct 21 2024
R-4.5-linuxOKOct 21 2024

Exports:caceCRTBootcaceMSTBootcaceSRTBootComparePlotcrtBayescrtFREQGainIndexmlmbayesmstBayesmstFREQsrtBayessrtFREQ

Dependencies:abindbackportsBHbootbriocallrcheckmateclicodacolorspacecrayondescdiffobjdigestdistributionalevaluatefansifarverfsgenericsggplot2gluegridExtragtableinlineisobandjsonlitelabelinglatticelifecyclelme4loomagrittrMASSMatrixmatrixStatsMCMCvismgcvminqamunsellmvtnormnlmenloptrnumDerivoverlappingpillarpkgbuildpkgconfigpkgloadposteriorpraiseprocessxpsQuickJSRR2jagsR2WinBUGSR6RColorBrewerRcppRcppEigenRcppParallelrematch2rjagsrlangrprojrootrstanscalesStanHeadersstringistringrtensorAtestthattibbleutf8vctrsviridisLitewaldowithr

Introduction to eefAnalytics

Rendered fromeefAnalytics.Rmdusingknitr::rmarkdownon Oct 21 2024.

Last update: 2024-10-20
Started: 2020-10-22