Characterising Eye Movement Events with an Unsupervised Hidden Markov Model.

"the algorithm is available on github (https://github com/maltelueken/gazehmm) .; we conducted a parameter recovery study that is also available on github (https://github com/maltelueken/gazehmm_validation) showing that the model recovers parameters well when the noise level is not too high. the other two parts which address starting values and missing data can be found in the supplementary material https://github com/maltelueken/gazehmm_validation) ."

"Ethics and Conflict of Interest The author(s) declare(s) that the contents of the article are in agreement with the ethics described in http://biblio.unibe.ch/portale/elibrary/BOP/jemr/ethics.html and that there is no conflict of interest regarding the publication of this paper."

"Šimon Kucharský was supported by the NWO (Nederlandse Organisatie voor Wetenschappelijk Onderzoek) grant no. 406.10.559."