Statistical methods for biostatistics and related fields

Wolfgang Härdle, Yuichi Mori, Philippe Vieu3540326901, 978-3-540-32690-8

Discriminant analysis based on continuous and discrete variables — Longitudinal data analysis with linear regression — A kernal method used for the analysis of replicated micro-array experiments — Kernel estimates of hazard functions for biomedical data sets — Partially linear models — Analysis of contingency tables — Identifying coexpressed genes — Bootstrap methods for testing interactions in GAMs — Survival trees — A semiparametric reference curves estimation — Survival analysis — Ozone pollution forecasting — Nonparametric functional chemometric analysis — Variable selection in principal component analysis — Spatial statistics — Functional data analysis — Analysis of failure time with microearthquakes applications — Landcover prediction — The application of fuzzy clustering to satellite images data

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Table of contents :
Statistical Methods for Biostatistics and Related Fields……Page 1
Preface……Page 5
Contents……Page 7