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Cambridge Series in Statistical and Probabilistic Mathematics: Statistical Analysis of Stochastic Processes in Time

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This introduction to ways of modelling a wide variety of phenomena that occur over time is accessible to anyone with a basic knowledge of statistical ideas. J.K. Lindsey concentrates on tractable models involving simple processes for which explicit probability models, hence likelihood functions, can be specified. (These models are the most useful in statistical applications modelling empirical data.) Examples are drawn from physical, biological and social sciences, to show how the book's underlying ideas can be applied, and data sets and R code are supplied for them. Author resource

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Cambridge Series in Statistical and Probabilistic Mathematics: Statistical Analysis of Stochastic Processes in Time, James K. Lindsey

Taal
Jaar van publicatie
2004
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(Hardcover)
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Titel
Cambridge Series in Statistical and Probabilistic Mathematics: Statistical Analysis of Stochastic Processes in Time
Taal
Engels
Jaar van publicatie
2004
Formaat
Hardcover
Aantal pagina's
338
ISBN10
0521837413
ISBN13
9780521837415
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Beoordeling
4 van 5
Aantekening
This introduction to ways of modelling a wide variety of phenomena that occur over time is accessible to anyone with a basic knowledge of statistical ideas. J.K. Lindsey concentrates on tractable models involving simple processes for which explicit probability models, hence likelihood functions, can be specified. (These models are the most useful in statistical applications modelling empirical data.) Examples are drawn from physical, biological and social sciences, to show how the book's underlying ideas can be applied, and data sets and R code are supplied for them. Author resource