Throwing the baby out with the bathwater: Problems in modeling aggregated eye-movement data
Behavioral and Brain Sciences 26 (4):482-483 (2003)
| Abstract | Parameters in E-Z Reader models are estimated on the basis of a simple data set consisting of 30 means. Because of heavy aggregation, the data have a severe problem of multicolinearity and are unable to adequately constrain parameter values. This could give the model more power than the empirical data warrant. Future models should exploit the richness of eye movement data and avoid excessive aggregation. | |||||||||
| Keywords | No keywords specified (fix it) | |||||||||
| Categories | No categories specified (fix it) | |||||||||
| Options |
|
|||||||||
| PhilPapers Archive |
Upload a copy of this paper Check publisher's policy on self-archival Papers currently archived: 5,631 |
| External links |
|
| Through your library | Configure |
Isabelle Peschard (2011). Modeling and Experimenting. In Paul Humphreys & Cyrille Imbert (eds.), Models, Simulations, and Representations. Routledge.
Andre Bergholz, Stephan Heymann, Jörg A. Schenk & JohannChristoph Freytag (2001). Biological Sequences Integrated: A Relational Database Approach. Acta Biotheoretica 49 (3).
Erik D. Reichle, Keith Rayner & Alexander Pollatsek (2003). The E-Z Reader Model of Eye-Movement Control in Reading: Comparisons to Other Models. Behavioral and Brain Sciences 26 (4):445-476.
Todd Harris (2003). Data Models and the Acquisition and Manipulation of Data. Philosophy of Science 70 (5):1508-1517.
Ronan Reilly & Ralph Radach (2003). Methodologies for Comparing Complex Computational Models of Eye-Movement Control in Reading: Just Fitting the Data is Not Enough. Behavioral and Brain Sciences 26 (4):499-500.
Ralph Radach, Heiner Deubel & Dieter Heller (2003). Attention, Saccade Programming, and the Timing of Eye-Movement Control. Behavioral and Brain Sciences 26 (4):497-498.
Wayne S. Murray (2003). The Eye-Movement Engine. Behavioral and Brain Sciences 26 (4):494-495.
Monthly downloads |
Added to index2009-01-28Total downloads2 ( #232,211 of 548,973 )Recent downloads (6 months)1 ( #63,511 of 548,973 )How can I increase my downloads? |

