README.md

In maltelueken/gazeHMM: Classify Gaze Data With a Hidden Markov Model

gazeHMM

Installation

The package can be installed from GitHub with the following R commands:

devtools::install_github("maltelueken/gazeHMM")

Structure

The main function of the package is ‘gazeHMM’ which applies the algorithm to data given some user parameters. Otherwise, the package contains an example data set from Andersson et al. (2017) and functions to summarise the algorithms output and inspect the quality of the results. A guide on how to apply gazeHMM can be found in the vignette “Classifying gaze data with gazeHMM”:

vignette("Classifying gaze data with gazeHMM", "gazeHMM")

Literature

Andersson, R., Larsson, L., Holmqvist, K., Stridh, M., & Nyström, M. (2017). One algorithm to rule them all? An evaluation and discussion of ten eye movement event-detection algorithms. Behavior Research Methods, 49, 616-637. https://doi.org/10.3758/s13428-016-0738-9

maltelueken/gazeHMM documentation built on Oct. 6, 2020, 11:10 a.m.