Author | Hรคrdle, Wolfgang. author |
---|---|
Title | Statistical Methods for Biostatistics and Related Fields [electronic resource] / by Wolfgang Hรคrdle, Yuichi Mori, Philippe Vieu |
Imprint | Berlin, Heidelberg : Springer Berlin Heidelberg, 2007 |
Connect to | http://dx.doi.org/10.1007/978-3-540-32691-5 |
Descript | XVII, 370 p. 91 illus. online resource |
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