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Statistical Methods for Biostatistics and Related Fields

Author: Wolfgang Hr̃dle; Yuichi Mori; Philippe Vieu
Publisher: [New York] : Springer-Verlag Berlin Heidelberg, 2007.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

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.

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Document Type: Book
All Authors / Contributors: Wolfgang Hr̃dle; Yuichi Mori; Philippe Vieu
ISBN: 9783540326908 3540326901 9783540326915 354032691X
OCLC Number: 318297889
Contents: Biostatistics.- Discriminant Analysis Based on Continuous and Discrete Variables.- Longitudinal Data Analysis with Linear Regression.- A Kernel 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 Approach to Estimate Reference Curves for Biophysical Properties of the Skin.- Survival Analysis.- Related Sciences.- Ozone Pollution Forecasting Using Conditional Mean and Conditional Quantiles with Functional Covariates.- Nonparametric Functional Methods: New Tools for Chemometric Analysis.- Variable Selection in Principal Component Analysis.- Spatial Statistics.- Functional Data Analysis.- Analysis of Failure Time with Microearthquakes Applications.- Polychotomous Regression: Application to Landcover Prediction.- The Application of Fuzzy Clustering to Satellite Images Data.
Responsibility: Wolfgang Hr̃dle.

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