Nonlinear Dynamics
"This book describes a variety of techniques for investigating change in behavior. It employs conventional time series methods as well as recently developed methodology using nonlinear dynamics, including chaos, a term that is not easy to define or to confirm.". "Although nonlinear methods are being used more frequently in psychology, a comprehensive coverage of methods, theory, and applications, with a particular focus on human behavior, is needed. Between these covers, the reader is led through various procedures for linear and nonlinear time series analysis, including some novel procedures that allow subtle temporal aspects of human cognition to be detected. Analyses of reaction times, heart rate, psychomotor skills, decision making, and EEG are supplemented by a contemporary review of recent dynamical research in developmental psychology, psychopathology, and human cognitive processes. A consideration of nonlinear dynamics assists our understanding of deep issues such as: Why is our short-term memory capacity limited? Why do chronic disorders, and also cognitive development, progress through stage-like transitions? Why do people make irrational decisions?". "This book will be of particular interest to researchers, practitioners, and advanced students in a variety of areas in psychology, most particularly in human experimental and physiological psychology."--BOOK JACKET.
