ssMousetrack (version 1.1.7)

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

Description

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.

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Version

Install

install.packages('ssMousetrack')

Monthly Downloads

198

Version

1.1.7

License

GPL (>= 3)

Maintainer

Antonio Calcagnc3<ac>

Last Published

March 17th, 2025

Functions in ssMousetrack (1.1.7)

evaluate_ssm

Evaluate the adequacy of the state-space model to reproduce the observed data

generate_design

Generate the design of a mouse-tracking experiment

check_prior

Check prior distributions

run_ssm

State-space modeling of mouse-tracking trajectories via Stan

generate_data

Generate datasets according to the model structure

compute_D

Compute the matrix of distances D for kappa parameters

congruency

Mouse-tracking experiment of a memory task

prepare_data

Prepare mouse-tracking trajectories for state-space modeling via Stan

generate_Z

Generate a row-wise stacked boolean partition matrix of JI rows and K columns

ssMousetrack-package

Bayesian State-Space Modeling of Mouse-Tracking Experiments Via Stan

language

Mouse-tracking experiment of a lexical decision task