bistablehistory: Cumulative History Analysis for Bistable Perception Time Series

Estimates cumulative history for time-series for continuously viewed bistable perceptual rivalry displays. Computes cumulative history via a homogeneous first order differential process. I.e., it assumes exponential growth/decay of the history as a function time and perceptually dominant state, Pastukhov & Braun (2011) <doi:10.1167/11.10.12>. Supports Gamma, log normal, and normal distribution families. Provides a method to compute history directly and example of using the computation on a custom Stan code.

Version: 1.0.0
Depends: R (≥ 3.5.0), loo, rlang, rstantools (≥ 2.1.1)
Imports: methods, Rcpp (≥ 0.12.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), dplyr, tibble, magrittr, glue, boot, future, purrr, tidyr
LinkingTo: BH (≥ 1.66.0), Rcpp (≥ 0.12.0), RcppEigen (≥ 0.3.3.3.0), RcppParallel (≥ 5.0.1), rstan (≥ 2.18.1), StanHeaders (≥ 2.18.0)
Suggests: testthat, knitr, rmarkdown, ggplot2
Published: 2021-09-28
Author: Alexander Pastukhov ORCID iD [aut, cre]
Maintainer: Alexander Pastukhov <pastukhov.alexander at gmail.com>
BugReports: https://github.com/alexander-pastukhov/bistablehistory/issues
License: GPL (≥ 3)
URL: https://github.com/alexander-pastukhov/bistablehistory
NeedsCompilation: yes
SystemRequirements: GNU make
Materials: README
CRAN checks: bistablehistory results

Downloads:

Reference manual: bistablehistory.pdf
Vignettes: Cumulative History
Usage examples
Writing Stan code
Package source: bistablehistory_1.0.0.tar.gz
Windows binaries: r-devel: bistablehistory_1.0.0.zip, r-devel-UCRT: bistablehistory_1.0.0.zip, r-release: bistablehistory_1.0.0.zip, r-oldrel: bistablehistory_1.0.0.zip
macOS binaries: r-release (arm64): bistablehistory_1.0.0.tgz, r-release (x86_64): bistablehistory_1.0.0.tgz, r-oldrel: bistablehistory_1.0.0.tgz

Linking:

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