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Package: ssMousetrack 1.1.7

Antonio Calcagnì

ssMousetrack: Bayesian State-Space Modeling of Mouse-Tracking Experiments via Stan

Estimates previously compiled state-space modeling for mouse-tracking experiments using the 'rstan' package, which provides the R interface to the Stan C++ library for Bayesian estimation.

Authors:Antonio Calcagnì [aut, cre], Massimiliano Pastore [ctb]

ssMousetrack_1.1.7.tar.gz
ssMousetrack_1.1.7.zip(r-4.7-x86_64)ssMousetrack_1.1.7.zip(r-4.7-arm64)ssMousetrack_1.1.7.zip(r-4.6-x86_64)ssMousetrack_1.1.7.zip(r-4.6-arm64)
ssMousetrack_1.1.7.tar.gz(r-4.7-arm64)ssMousetrack_1.1.7.tar.gz(r-4.7-x86_64)ssMousetrack_1.1.7.tar.gz(r-4.6-arm64)ssMousetrack_1.1.7.tar.gz(r-4.6-x86_64)
ssMousetrack_1.1.7.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ssMousetrack/json (API)

# Install 'ssMousetrack' in R:

install.packages('ssMousetrack', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/antcalcagni/ssmousetrack/issues

Uses libs:

onetbb– Parallelism library for C++
c++– GNU Standard C++ Library v3

Datasets:

congruency - Mouse-tracking experiment of a memory task
language - Mouse-tracking experiment of a lexical decision task

On CRAN:

onetbb cpp

1.00 score 284 downloads 8 exports 54 dependencies

Last updated from:8bdf13c510. Checks:10 OK. Indexed: no.

Target	Result	Time
linux-devel-arm64	OK	454
linux-devel-x86_64	OK	393
source / vignettes	OK	575
linux-release-arm64	OK	441
linux-release-x86_64	OK	382
windows-devel-arm64	OK	548
windows-devel-x86_64	OK	620
windows-release-arm64	OK	503
windows-release-x86_64	OK	423
wasm-release	OK	315

Exports:check_prior compute_D evaluate_ssm generate_data generate_design generate_Z prepare_data run_ssm

Dependencies:abind backports BH boot callr checkmate CircStats cli cowplot cpp11 desc distributional dtw farver generics ggplot2 glue gridExtra gtable inline isoband labeling lifecycle loo magrittr MASS matrixStats numDeriv otel pillar pkgbuild pkgconfig posterior processx proxy ps QuickJSR R6 RColorBrewer Rcpp RcppEigen RcppParallel rlang rstan rstantools S7 scales StanHeaders tensorA tibble utf8 vctrs viridisLite withr

Citation

Readme and manuals

Help Manual

Help page	Topics
Bayesian State-Space Modeling of Mouse-Tracking Experiments Via Stan	ssMousetrack-package ssMousetrack
Check prior distributions	check_prior
Compute the matrix of distances D for kappa parameters	compute_D
Mouse-tracking experiment of a memory task	congruency
Evaluate the adequacy of the state-space model to reproduce the observed data	evaluate_ssm
Generate datasets according to the model structure	generate_data
Generate the design of a mouse-tracking experiment	generate_design
Generate a row-wise stacked boolean partition matrix of JI rows and K columns	generate_Z
Mouse-tracking experiment of a lexical decision task	language
Prepare mouse-tracking trajectories for state-space modeling via Stan	prepare_data
State-space modeling of mouse-tracking trajectories via Stan	run_ssm

Package: ssMousetrack 1.1.7

ssMousetrack: Bayesian State-Space Modeling of Mouse-Tracking Experiments via Stan

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)