Statistical Methods for Biostatistics and Related Fields by Wolfgang HärdleStatistical Methods for Biostatistics and Related Fields by Wolfgang Härdle

Statistical Methods for Biostatistics and Related Fields

EditorWolfgang Härdle, Yuichi Mori, Philippe Vieu

Paperback | October 14, 2010

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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. The contributed papers, from internationally recognized researchers, present various statistical methodologies together with a selected scope of their main mathematical properties and their application in a real case study.
Title:Statistical Methods for Biostatistics and Related FieldsFormat:PaperbackDimensions:388 pages, 9.25 × 6.1 × 0 inPublished:October 14, 2010Publisher:Springer Berlin HeidelbergLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3642069215

ISBN - 13:9783642069215

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Table of Contents

Biostatistics: Discriminant Analysis Based on Continuous and Discrete Variables.- Longitudinal Data Analysis with Linear Regression.- A Kernel Method Used for 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.- Related Sciences: 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.