Individual differences in components of reaction time distributions and their relations to working memory and intelligence.
@article{Schmiedek2007IndividualDI, title={Individual differences in components of reaction time distributions and their relations to working memory and intelligence.}, author={F. Schmiedek and K. Oberauer and O. Wilhelm and H. S{\"u}ss and W. Wittmann}, journal={Journal of experimental psychology. General}, year={2007}, volume={136 3}, pages={ 414-29 } }
The authors bring together approaches from cognitive and individual differences psychology to model characteristics of reaction time distributions beyond measures of central tendency. Ex-Gaussian distributions and a diffusion model approach are used to describe individuals' reaction time data. The authors identified common latent factors for each of the 3 ex-Gaussian parameters and for 3 parameters central to the diffusion model using structural equation modeling for a battery of choice… Expand
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References
SHOWING 1-10 OF 76 REFERENCES
Relation of successive percentiles of reaction time distributions to cognitive variables and adult age
- Mathematics
- 1998
- 45
Should we take the shape of reaction time distributions into account when studying the relationship between RT and psychometric intelligence
- Psychology
- 1993
- 20
Connectionist and diffusion models of reaction time.
- Mathematics, Medicine
- Psychological review
- 1999
- 582
Mean response times, variability, and skew in the responding of ADHD children: a response time distributional approach.
- Mathematics, Medicine
- Acta psychologica
- 2000
- 503
A diffusion model explanation of the worst performance rule for reaction time and IQ.
- Psychology, Medicine
- Intelligence
- 2008
- 59
- PDF