Package: quid 0.0.1

quid: Bayesian Mixed Models for Qualitative Individual Differences

Test whether equality and order constraints hold for all individuals simultaneously by comparing Bayesian mixed models through Bayes factors. A tutorial style vignette and a quickstart guide are available, via vignette("manual", "quid"), and vignette("quickstart", "quid") respectively. See Haaf and Rouder (2017) <doi:10.1037/met0000156>; Haaf, Klaassen and Rouder (2019) <doi:10.31234/osf.io/a4xu9>; and Rouder & Haaf (2021) <doi:10.5334/joc.131>.

Authors:Lukas Klima [aut, cre], Julia Haaf [aut, dgs, ths]

quid_0.0.1.tar.gz
quid_0.0.1.zip(r-4.7-any)quid_0.0.1.zip(r-4.6-any)quid_0.0.1.zip(r-4.5-any)
quid_0.0.1.tgz(r-4.6-any)quid_0.0.1.tgz(r-4.5-any)
quid_0.0.1.tar.gz(r-4.7-any)quid_0.0.1.tar.gz(r-4.6-any)
quid_0.0.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
quid/json (API)

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

Bug tracker:https://github.com/lukasklima/quid/issues

Datasets:
  • ld5 - The dataset from Rouder et al. (2005) on the lexical task.
  • stroop - Stroop Dataset from Von Bastian et al.

On CRAN:

Conda:

4.78 score 3 stars 20 scripts 288 downloads 4 exports 56 dependencies

Last updated from:ab03d9e43c. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK206
source / vignettesOK210
linux-release-x86_64OK235
macos-release-arm64OK98
macos-oldrel-arm64OK93
windows-develOK93
windows-releaseOK94
windows-oldrelOK102
wasm-releaseOK134

Exports:%>%calculateDifferencesconstraintBFplotEffects

Dependencies:backportsBayesFactorcheckmateclicodacontfraccpp11deSolvedplyrellipsisellipticfarvergenericsggplot2gluegtablehmshypergeoisobandjanitorlabelinglatticelifecyclelubridatemagrittrMASSMatrixMatrixModelsmcmcMCMCpackmvtnormpbapplypillarpkgconfigpurrrquantregR6RColorBrewerRcppRcppEigenrlangS7scalessnakecaseSparseMstringistringrsurvivaltibbletidyrtidyselecttimechangeutf8vctrsviridisLitewithr

Main Manual
Introduction | What this Package Does | Motivation for this Package | The Underlying Model | Entering Constraints | Comparing Models | Methods of Package Development | Loading the Package | Overview of Functions | Analysis of the Stroop Effect with the quid Package | Function Arguments | Prior Settings | Interpretation | Bayes Factor comparison with the Constrained Model | Estimated True vs. Observed Effects | Plot Options | More Complex Models | Analysis | Bayes Factor Comparison with the Constrained Model | Omitting the Side Effect | Discussion and Limitations | References
Rendered frommanual.Rmdusingknitr::rmarkdown

Last update: 2021-11-29
Started: 2021-05-26

Quick Start
Introduction | Loading the Package | Overview of Functions | Impute Constraints | Example Stroop Task | Setting up the Analysis | Interpreting the Output | Plotting Individual Effects | Example ld5
Rendered fromquickstart.Rmdusingknitr::rmarkdown

Last update: 2021-11-29
Started: 2021-05-26