Time Series: A Biostatistical Introduction (BOK)

Peter J. Diggle

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Time series analysis is one of several branches of statistics whose practical importance has increased with the availability of powerful computing tools. Methodology originally developed for specialized applications, for example in business forecasting or geophysical signal processing, is now widely available in general statistical packages. These computing developments have helped to bring the subject closer to the mainstream of applied statistics. This book is an introductory account of time-series analysis, written from the perspective of an applied statistician with a particular interest in biological applications. Separate chapters cover exploratory methods, the theory of stationary random processes, spectral analysis, repeated measurements, ARIMA modelling, forecasting, and bivariate time-series analysis. Throughout, analyses of data-sets drawn from the biological and medical sciences are integrated with the methodological development. The book is unique in its emphasis on biological and medical applications of time-series analysis. Nevertheless, its methodological content is more widely applicable, and it should be useful to both students and practitioners of applied statistics, whatever their specialization.

Produktfakta

Språk Engelsk Engelsk Innbinding Heftet
Utgitt 1990 Forfatter Peter J. Diggle
Forlag
Oxford University Press
ISBN 9780198522263
Antall sider 268 Dimensjoner 15,7cm x 23,5cm x 1,5cm
Vekt 405 gram Leverandør Bertram Trading Ltd
Emner og form Computer science, Biology, life sciences, Probability & statistics