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
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quid.pdf |quid.html✨
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:

4.59 score 3 stars 13 scripts 155 downloads 4 exports 60 dependencies

Last updated 3 years agofrom:ab03d9e43c. Checks:OK: 7. Indexed: yes.

Target	Result	Date
Doc / Vignettes	OK	Nov 07 2024
R-4.5-win	OK	Nov 07 2024
R-4.5-linux	OK	Nov 07 2024
R-4.4-win	OK	Nov 07 2024
R-4.4-mac	OK	Nov 07 2024
R-4.3-win	OK	Nov 07 2024
R-4.3-mac	OK	Nov 07 2024

Exports:%>%calculateDifferences constraintBF plotEffects

Dependencies:backports BayesFactor checkmate cli coda colorspace contfrac cpp11 deSolve dplyr ellipsis elliptic fansi farver generics ggplot2 glue gtable hms hypergeo isoband janitor labeling lattice lifecycle lubridate magrittr MASS Matrix MatrixModels mcmc MCMCpack mgcv munsell mvtnorm nlme pbapply pillar pkgconfig purrr quantreg R6 RColorBrewer Rcpp RcppEigen rlang scales snakecase SparseM stringi stringr survival tibble tidyr tidyselect timechange utf8 vctrs viridisLite withr

Main Manual

Rendered frommanual.Rmdusingknitr::rmarkdownon Nov 07 2024.

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

Quick Start

Rendered fromquickstart.Rmdusingknitr::rmarkdownon Nov 07 2024.

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

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
S4 class for representing Bayes factor model comparisons and the Bayes factor for user-defined constraints	BFBayesFactorConstraint-class
S4 class for representing constraints	BFConstraint-class
Calculate differences between conditions specified in constraints	calculateDifferences
Function to compute Bayes factors for ordinal constraints	constraintBF
The dataset from Rouder et al. (2005) on the lexical task.	ld5
Plot a BFBayesFactorConstraint object	plotEffects
Bayesian Mixed Models for Qualitative Individual Differences	quid-package quid
Stroop Dataset from Von Bastian et al. (2015)	stroop