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Statistical Analysis of Behavioural Data - An Approach Based on Time-Structured Models (Hardcover)
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Statistical Analysis of Behavioural Data - An Approach Based on Time-Structured Models (Hardcover)
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This is a how-and-why-to-do-it book for students and scientists in
all the behavioral sciences. It presents sophisticated statistical
methods for analyzing continuous-time records of behavior, and
integrates many recent developments in ethology, mathematical
modelling, statistics, and technology. These new methods are
explicitly designed to handle sequential or simultaneous acts where
neither the duration nor the sequence of the acts is predetermined,
which is often the case if the time scale on which behavior is
studied is relatively short. The authors show how to analyze
behavioral data starting with a basic model, the continuous time
Markov chain. They then indicate how and when this model can be
generalized and demonstrate the suitability of their approach for
detecting, for example, the effects of different experimental
treatments or of gradual changes in the social or physical
environment. Competitive interactions such as predator-prey or
host-parasite are also good subjects for this type of analysis.
There are eight chapters and many worked examples, leading the
reader through the mathematical processes and their applications.
Students and researchers in all fields of behavioural science will
find this book incomparably useful for planning and performing data
analysis.
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