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Computational Modeling of Cognition and Behavior (Paperback)
Loot Price: R1,515
Discovery Miles 15 150
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Computational Modeling of Cognition and Behavior (Paperback)
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Computational modeling is now ubiquitous in psychology, and
researchers who are not modelers may find it increasingly difficult
to follow the theoretical developments in their field. This book
presents an integrated framework for the development and
application of models in psychology and related disciplines.
Researchers and students are given the knowledge and tools to
interpret models published in their area, as well as to develop,
fit, and test their own models. Both the development of models and
key features of any model are covered, as are the applications of
models in a variety of domains across the behavioural sciences. A
number of chapters are devoted to fitting models using maximum
likelihood and Bayesian estimation, including fitting hierarchical
and mixture models. Model comparison is described as a core
philosophy of scientific inference, and the use of models to
understand theories and advance scientific discourse is explained.
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