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Simple matrix methods for analyzing diffusion models of choice probability, choice response time, and simple response time
- Source :
-
Journal of Mathematical Psychology . Jun2003, Vol. 47 Issue 3, p304. 19p. - Publication Year :
- 2003
-
Abstract
- Diffusion processes (e.g., Wiener process, Ornstein–Uhlenbeck process) are powerful approaches to model human information processes in a variety of psychological tasks. Lack of mathematical tractability, however, has prevented broad applications of these models to empirical data. This tutorial explains step by step, using a matrix approach, how to construct these models, how to implement them on a computer, and how to calculate the predictions made by these models. In particular, we present models for binaries choices for unidimensional and multiattribute choice alternatives; for simple reaction time tasks; and for three alternatives choice problems. [Copyright &y& Elsevier]
- Subjects :
- *MARKOV processes
*DIFFUSION processes
Subjects
Details
- Language :
- English
- ISSN :
- 00222496
- Volume :
- 47
- Issue :
- 3
- Database :
- Academic Search Index
- Journal :
- Journal of Mathematical Psychology
- Publication Type :
- Periodical
- Accession number :
- 10007149
- Full Text :
- https://doi.org/10.1016/S0022-2496(03)00003-8