Statistical Methods for Biostatistics and Related Fields

• Κύριοι συγγραφείς: Härdle, Wolfgang (Συγγραφέας), Mori, Yuichi (Συγγραφέας), Vieu, Philippe (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2007.
• Θέματα: Statistics.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Statistical Theory and Methods.

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...

Πίνακας περιεχομένων:

• 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.