Sinossi
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.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
L'autore
Patsy Haccou, Research Fellow, Institute of Theoretical Biology, Leiden University. Evert Meelis, Lecturer in Biostatics, Institute of Theoretical Biology, Leiden University.
Contenuti
Introduction; Preliminary inspection of the observations; Analysis of time-inhomogeneity; Tests for exponentiality; Tests of sequential dependency properties; Simultaneous tests; Analysis based on a (semi)-Markov description; Examples of analyses based on continuous-time Markov chain modelling; Appendices; References; Author index; Subject index.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
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Statistical Analysis of Behavioural Data: An Approach Based on Time-Structured Models
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Hardcover. Condizione: 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. Codice articolo 9780198546634
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Hardcover. Condizione: 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. Codice articolo 9780198546634
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Hardcover. Condizione: 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 multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9780198546634
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