Bayesian estimation of the scaling parameter of fixational eye movements
- In this study we re-evaluate the estimation of the self-similarity exponent of fixational eye movements using Bayesian theory. Our analysis is based on a subsampling decomposition, which permits an analysis of the signal up to some scale factor. We demonstrate that our approach can be applied to simulated data from mathematical models of fixational eye movements to distinguish the models' properties reliably.
| Author details: | Natallia Makarava, Mario BettenbühlGND, Ralf EngbertORCiDGND, Matthias HolschneiderORCiDGND |
|---|---|
| DOI: | https://doi.org/10.1209/0295-5075/100/40003 |
| ISSN: | 0295-5075 |
| Title of parent work (English): | epl : a letters journal exploring the frontiers of physics |
| Publisher: | EDP Sciences |
| Place of publishing: | Mulhouse |
| Publication type: | Article |
| Language: | English |
| Year of first publication: | 2012 |
| Publication year: | 2012 |
| Release date: | 2017/03/26 |
| Volume: | 100 |
| Issue: | 4 |
| Number of pages: | 6 |
| Organizational units: | Mathematisch-Naturwissenschaftliche Fakultät / Institut für Physik und Astronomie |
| Peer review: | Referiert |
