Statistical Methods for Biostatistics and Related Fields

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...

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Bibliographic Details
Other Authors: Härdle, Wolfgang (Editor), Mori, Yuichi (Editor), Vieu, Philippe (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2007, 2007
Edition:1st ed. 2007
Subjects:
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of 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