Statistical Analysis of Behavioural Data: An Approach Based on Time-Structured Models by Patsy HaccouStatistical Analysis of Behavioural Data: An Approach Based on Time-Structured Models by Patsy Haccou

Statistical Analysis of Behavioural Data: An Approach Based on Time-Structured Models

byPatsy Haccou, Evert Meelis

Hardcover | February 10, 2005

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Presenting sophisticated statistical methods for analysing continuous-time records of behaviour, this book integrates recent developments in ethology, mathematical modelling, statistics, and technology. With numerous worked examples, the book leads the reader through the mathematical processesand their applications. The book will be incomparably useful to students and researchers in all areas of behavioural science. The authors show how to analyse behavioural 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 experimentaltreatments or of 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.
Patsy Haccou is at Leiden University, Netherlands. Evert Meelis is at Leiden University, Netherlands.
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Title:Statistical Analysis of Behavioural Data: An Approach Based on Time-Structured ModelsFormat:HardcoverDimensions:404 pages, 0.93 × 0.63 × 1.16 inPublished:February 10, 2005Publisher:Oxford University Press

The following ISBNs are associated with this title:

ISBN - 10:0198546637

ISBN - 13:9780198546634

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Editorial Reviews

"A description of advanced statistical techniques used for the analysis of behavioral observations collected over time. The special mathematical techniques required to analyze these situations are developed and illustrate with worked-out examples. The book has a hands-on feel and discusses manypractical issues that are likely to arise. Recommended." --Choice"Considers quantitative data analysis methods based upon explicit methods of the temporal structure of behavior. . . . logically structured and information-packed." --Perceptual and Motor Skills