Multinomial Modeling and the Measurement of Cognitive Processes

@inproceedings{Riefer2001MultinomialMA,
  title={Multinomial Modeling and the Measurement of Cognitive Processes},
  author={David M. Riefer and W. Batchelder},
  year={2001}
}
This article presents a detailed discussion and application of a methodology, called multinomial modeling, that can be used to measure and study cognitive processes. Multinomial modeling is a statistically based technique that involves estimating hypothetical parameters that represent the probabilities of unobservable cognitive events. Models in this class provide a statistical methodology that is compatible with computational theories of cognition. Multinomial models are relatively… Expand
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References

SHOWING 1-10 OF 88 REFERENCES
Stimulus Sampling Theory
  • 261
Discrete Multivariate Analysis: Theory and Practice
  • 5,139
  • Highly Influential
  • PDF
Comparisons of models of associative recall
  • 53
  • PDF
How many parameters can a model have and still be testable
  • 122
Maximum Likelihood Estimation of Misspecified Models
  • 4,343
  • PDF
Computation and cognition - toward a foundation for cognitive science
  • 1,284
Human Memory: A Proposed System and its Control Processes
  • 5,903
  • PDF
...
1
2
3
4
5
...