Bayesian Selection of Markov Models for Symbol Sequences: Application to Microsaccadic Eye Movements

Complex biological dynamics often generate sequences of discrete events which can be described as a Markov process. The order of the underlying Markovian stochastic process is fundamental for characterizing statistical dependencies within sequences. As an example for this class of biological systems...

Full description

Bibliographic Details
Main Authors: Bettenbühl, Mario, Rusconi, Marco, Engbert, Ralf, Holschneider, Matthias
Format: Online
Language:English
Published: Public Library of Science 2012
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3435382/