Package: rapidsplithalf 0.5

Sercan Kahveci

rapidsplithalf: A Fast Permutation-Based Split-Half Reliability Algorithm

Accurately estimates the reliability of cognitive tasks using a fast and flexible permutation-based split-half reliability algorithm that supports stratified splitting while maintaining equal split sizes. See Kahveci, Bathke, and Blechert (2022) <doi:10.31234/osf.io/ta59r> for details.

Authors:Sercan Kahveci [aut, cre]

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rapidsplithalf.pdf |rapidsplithalf.html✨
rapidsplithalf/json (API)

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

Bug tracker:https://github.com/spiritspeak/rapidsplit/issues

Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • foodAAT - Approach-Avoidance Task examining approach bias to different foods
  • raceIAT - Implicit Association Task examining implicit bias towards White and Black people

On CRAN:

Conda-Forge:

cpp

4.78 score 5 scripts 239 downloads 32 exports 7 dependencies

Last updated 2 days agofrom:1d1462c93b. Checks:12 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 05 2025
R-4.5-win-x86_64OKMar 05 2025
R-4.5-mac-x86_64OKMar 05 2025
R-4.5-mac-aarch64OKMar 05 2025
R-4.5-linux-x86_64OKMar 05 2025
R-4.4-win-x86_64OKMar 05 2025
R-4.4-mac-x86_64OKMar 05 2025
R-4.4-mac-aarch64OKMar 05 2025
R-4.4-linux-x86_64OKMar 05 2025
R-4.3-win-x86_64OKMar 05 2025
R-4.3-mac-x86_64OKMar 05 2025
R-4.3-mac-aarch64OKMar 05 2025

Exports:bootstrapWeightscolMeansMaskedcolMedianscolMediansMaskedcolProdscolSdscolSdsMaskedcompcorrcorByColumnscorByColumns_maskcormeancorStatsByColumnsexcludeOutliersByMaskgenerateSplitsmaskOutliersmaskOutliersMaskedmeansByMaskmeansByWeightmediansByMaskmediansByWeightr2pr2tr2zrapidsplitrapidsplit.chunksrconfintsdsByMasksdsByWeightspearmanBrownstratifiedItersplitst2rz2r

Dependencies:codetoolsdoParallelfastmatchforeachiteratorskitRcpp

Readme for {rapidsplithalf}

Sercan Kahveci

Rendered fromrapidsplithalf.Rmdusingknitr::rmarkdownon Mar 05 2025.

Last update: 2024-10-17
Started: 2024-06-25

Readme and manuals

Help Manual

Help pageTopics
Bootstrap WeightsbootstrapWeights
Fast matrix column aggregatorscolAggregators colMeansMasked colMedians colMediansMasked colProds colSds colSdsMasked
Correlate two matrices by columncorByColumns corByColumns_mask corStatsByColumns
Compute a minimally biased average of correlation valuescormean
Miscellaneous correlation toolscompcorr correlation-tools print.compcorr r2p r2t r2z rconfint t2r z2r
Exclude SD-based outliersexcludeOutliersByMask
Approach-Avoidance Task examining approach bias to different foodsfoodAAT
A balanced split-half generatorgenerateSplits
Multi-mask/weight based aggregatorsmaskAggregators meansByMask meansByWeight mediansByMask mediansByWeight sdsByMask sdsByWeight
Exclude SD-based outliers in each matrix columnmaskOutliers maskOutliersMasked OutlierMaskers
Implicit Association Task examining implicit bias towards White and Black peopleraceIAT
rapidsplitplot.rapidsplit print.rapidsplit rapidsplit rapidsplit.chunks
rapidsplithalf packagerapidsplithalf-package rapidsplithalf
Spearman-Brown correction Perform a Spearman-Brown correction on the provided correlation score.spearmanBrown
stratifiedItersplitsstratifiedItersplits