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Statistical methods for biostatistics and related fields

Author: Wolfgang Härdle; Yuichi Mori; Philippe Vieu
Publisher: Berlin ; New York : Springer, ©2007.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Biostatistics is one of the scientific fields for which the recent developments have been extremely important. It is also strongly related to other scientific disciplines involving statistical methodology. The aim of this book is to cover a wide scope of recent statistical methods used by scientists in biostatistics as well as in other related fields such as chemometrics, environmetrics, and geophysics. The  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Statistical methods for biostatistics and related fields.
Berlin ; New York : Springer, ©2007
(DLC) 2006934207
(OCoLC)74650511
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Wolfgang Härdle; Yuichi Mori; Philippe Vieu
ISBN: 9783540326915 354032691X 3540326901 9783540326908 1280727551 9781280727559 6610727554 9786610727551
OCLC Number: 184986213
Description: 1 online resource (xvii, 370 pages) : illustrations
Contents: Discriminant analysis based on continuous and discrete variables / Avner Bar-Hen and Jean-Jacques Daudin --
Longitudinal data analysis with linear regression / Jörg Breitung, Rémy Slama and Axel Werwatz --
A kernel method used for the analysis of replicated micro-array experiments / Ali Gannoun, Beno Liquetît, Jérôme Saracco and Wulfgang Urfer --
Kernel estimates of hazard functions for biomedical data sets / Ivana Horová and Jiří Zelinka --
Partially linear models / Wolfgang Härdle and Hua Liang --
Analysis of contingency tables / Masahiro Kuroda --
Identifying coexpressed genes / Qihua Wang --
Bootstrap methods for testing interactions in GAMs / Javier Roca-Pardiñas, Carmen Cadarso-Suárez and Wenceslao González-Manteiga --
Survival trees / Carmela Cappelli and Heping Zhang --
A semiparametric reference curves estimation / Jérôme Saracco, Ali Gannoun, Christiane Guinot and Benoît Liquetît --
Survival analysis / Makoto Tomita --
Ozone pollution forecasting / Hervé Cardot, Christophe Crambes and Pascal Sarda --
Nonparametric functional chemometric analysis / Frédéric Ferraty, Aldo Goia and Philippe Vieu --
Variable selection in principal component analysis / Yuichi Mori, Masaya Iizuka, Tomoyuki Tarumi and Yutaka Tanaka --
Spatial statistics / Pavel Čížek, Wolfgang Härdle and Jürgen Symanzik --
Functional data analysis / Michal Benko --
Analysis of failure time with microearthquakes applications / Graciela Estévez-Pérez and Alejandro Quintela del Rio --
Landcover prediction / Frédéric Ferraty, Martin Paegelow and Pascal Sarda --
The application of fuzzy clustering to satellite images data / Hizir Sofyan, Muzailin Affan and Khaled Bawahidi.
Responsibility: [edited by] Wolfgang Härdle, Yuichi Mori, Philippe Vieu.
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Abstract:

This book covers a wide range of recent statistical methods that are of interest to scientists in biostatistics as well as in other related fields such as chemometrics, environmetrics and geophysics.  Read more...

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