Package: BayesianLaterality 0.1.2

Oystein Sorensen

BayesianLaterality: Predict Brain Asymmetry Based on Handedness and Dichotic Listening

Functional differences between the cerebral hemispheres are a fundamental characteristic of the human brain. Researchers interested in studying these differences often infer underlying hemispheric dominance for a certain function (e.g., language) from laterality indices calculated from observed performance or brain activation measures . However, any inference from observed measures to latent (unobserved) classes has to consider the prior probability of class membership in the population. The provided functions implement a Bayesian model for predicting hemispheric dominance from observed laterality indices (Sorensen and Westerhausen, Laterality: Asymmetries of Body, Brain and Cognition, 2020, <doi:10.1080/1357650X.2020.1769124>).

Authors:Oystein Sorensen [aut, cre]

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BayesianLaterality/json (API)

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

Peer review:

Bug tracker:https://github.com/lcbc-uio/bayesianlaterality/issues

Datasets:
  • example_data1 - Example dataset with a single measurement of three individuals.
  • example_data2 - Example dataset with three measurements each on 100 individuals.

On CRAN:

1 exports 0.64 score 30 dependencies 3 scripts 281 downloads

Last updated 1 years agofrom:e6ffebf44f. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 12 2024
R-4.5-winOKSep 12 2024
R-4.5-linuxOKSep 12 2024
R-4.4-winOKSep 12 2024
R-4.4-macOKSep 12 2024
R-4.3-winOKSep 12 2024
R-4.3-macOKSep 12 2024

Exports:predict_dominance

Dependencies:clicpp11dplyrfansigenericsgluegmmlatticelifecyclemagrittrMatrixmvtnormpillarpkgconfigpurrrR6rbibutilsRdpackrlangsandwichstringistringrtibbletidyrtidyselecttmvtnormutf8vctrswithrzoo