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Robust Methods in Biostatistics

Jezik AngleščinaAngleščina
Knjiga Trda
Knjiga Robust Methods in Biostatistics Heritier
Koda Libristo: 04080969
Založba John Wiley & Sons Inc, april 2009
Robust statistics is an extension of classical statistics that specifically takes into account the c... Celoten opis
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Robust statistics is an extension of classical statistics that specifically takes into account the concept that the underlying models used to describe data are only approximate. Its basic philosophy is to produce statistical procedures which are stable when the data do not exactly match the postulated models as it is the case for example with outliers. Robust Methods in Biostatistics proposes robust alternatives to common methods used in statistics in general and in biostatistics in particular and illustrates their use on many biomedical datasets. The methods introduced include robust estimation, testing, model selection, model check and diagnostics. They are developed for the following general classes of models: Linear regression Generalized linear models Linear mixed models Marginal longitudinal data models Cox survival analysis model The methods are introduced both at a theoretical and applied level within the framework of each general class of models, with a particular emphasis put on practical data analysis. This book is of particular use for research students,applied statisticians and practitioners in the health field interested in more stable statistical techniques. An accompanying website provides R code for computing all of the methods described, as well as for analyzing all the datasets used in the book.

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O knjigi

Polni naslov Robust Methods in Biostatistics
Avtor Heritier
Jezik Angleščina
Vezava Knjiga - Trda
Datum izida 2009
Število strani 294
EAN 9780470027264
ISBN 0470027266
Koda Libristo 04080969
Teža 542
Mere 157 x 233 x 21
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