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Title Statistical methods for biostatistics and related fields / [edited by] Wolfgang Hardle, Yuichi Mori, Philippe Vieu.
Imprint Berlin ; New York : Springer, 2007.

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Subject Biometry.
Ecology -- Statistical methods.
Geophysics -- Statistical methods.
Image analysis.
Biometry -- methods.
Alt Name Härdle, Wolfgang.
Mori, Yuichi.
Vieu, Philippe.
Description 1 online resource (xvii, 370 pages) : illustrations
polychrome rdacc
Bibliography Note Includes bibliographical references following each chapter, and index.
Contents Discriminant analysis based on continuous and discrete variables / Avner Bar-Hen and Jean-Jacques Daudin -- Longitudinal data analysis with linear regression / Jorg Breitung, Remy Slama and Axel Werwatz -- A kernel method used for the analysis of replicated micro-array experiments / Ali Gannoun, Beno Liquetit, Jerome Saracco and Wulfgang Urfer -- Kernel estimates of hazard functions for biomedical data sets / Ivana Horova and Jiri Zelinka -- Partially linear models / Wolfgang Hardle and Hua Liang -- Analysis of contingency tables / Masahiro Kuroda -- Identifying coexpressed genes / Qihua Wang -- Bootstrap methods for testing interactions in GAMs / Javier Roca-Pardinas, Carmen Cadarso-Suarez and Wenceslao Gonzalez-Manteiga -- Survival trees / Carmela Cappelli and Heping Zhang -- A semiparametric reference curves estimation / Jerome Saracco, Ali Gannoun, Christiane Guinot and Benoit Liquetit -- Survival analysis / Makoto Tomita -- Ozone pollution forecasting / Herve Cardot, Christophe Crambes and Pascal Sarda -- Nonparametric functional chemometric analysis / Frederic Ferraty, Aldo Goia and Philippe Vieu -- Variable selection in principal component analysis / Yuichi Mori, Masaya Iizuka, Tomoyuki Tarumi and Yutaka Tanaka -- Spatial statistics / Pavel Cizek, Wolfgang Hardle and Jurgen Symanzik -- Functional data analysis / Michal Benko -- Analysis of failure time with microearthquakes applications / Graciela Estevez-Perez and Alejandro Quintela del Rio -- Landcover prediction / Frederic Ferraty, Martin Paegelow and Pascal Sarda -- The application of fuzzy clustering to satellite images data / Hizir Sofyan, Muzailin Affan and Khaled Bawahidi.
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 contributed papers present various statistical methodologies together with a selected scope of their main mathematical properties and their applications in real case studies, making this book of interest to a wide audience among researchers and students in statistics. Each method is accompanied with interactive and automatic Xplore routines, available on-line, allowing people to reproduce the proposed examples or to apply the methods to their own real datasets.
Note Print version record.
ISBN 9783540326915
3540326901 (Cloth)
9783540326908 (Cloth)
OCLC # 184986213
Additional Format Print version: Statistical methods for biostatistics and related fields. Berlin ; New York : Springer, 2007 3540326901 9783540326908 (DLC) 2006934207 (OCoLC)74650511