Synopsis
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 processes and 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 experimental treatments 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.
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Review
"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 many practical 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
About the Author
Patsy Haccou, Research Fellow, Institute of Theoretical Biology, Leiden University. Evert Meelis, Lecturer in Biostatics, Institute of Theoretical Biology, Leiden University.
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Statistical Analysis of Behavioural Data: An Approach Based on Time-Structured Models
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Hardcover. Condition: new. Hardcover. 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 processes and their applications. The book will be incomparably useful to students and researchers in all areas of behavioural science. The authors show how toanalyse 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 fordetecting, for example, the effects of different experimental treatments 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. A collection of sophisticated statistical methods for analysing continuous-time records of behaviour. The approach is explicity designed to handle sequential or simultaneous acts where neither their duration nor sequence is predetermined. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9780198546634
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Hardcover. Condition: new. Hardcover. 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 processes and their applications. The book will be incomparably useful to students and researchers in all areas of behavioural science. The authors show how toanalyse 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 fordetecting, for example, the effects of different experimental treatments 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. A collection of sophisticated statistical methods for analysing continuous-time records of behaviour. The approach is explicity designed to handle sequential or simultaneous acts where neither their duration nor sequence is predetermined. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9780198546634
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