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Statistical Methods for Modeling Human Dynamics: An Interdisciplinary Dialogue

Statistical Methods for Modeling Human Dynamics: An Interdisciplinary Dialogue

Hardcover

Series: Notre Dame Quantitative Methodology

Medical ReferenceGeneral Psychology

ISBN10: 1848728255
ISBN13: 9781848728257
Publisher: Routledge
Published: Dec 1 2009
Pages: 444
Weight: 1.60
Height: 1.10 Width: 6.00 Depth: 9.10
Language: English

This interdisciplinary volume features contributions from researchers in the fields of psychology, neuroscience, statistics, computer science, and physics. State-of-the-art techniques and applications used to analyze data obtained from studies in cognition, emotion, and electrophysiology are reviewed along with techniques for modeling in real time and for examining lifespan cognitive changes, for conceptualizing change using item response, nonparametric and hierarchical models, and control theory-inspired techniques for deriving diagnoses in medical and psychotherapeutic settings. The syntax for running the analyses presented in the book is provided on the Psychology Press site. Most of the programs are written in R while others are for Matlab, SAS, Win-BUGS, and DyFA.

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General Psychology