ENGLISH

Recent Advances in Linear Models and Related Areas: Essays in Honour of Helge Toutenburg

By Christian Heumann , Shalabh

Book information

Publisher
Physica-Verlag HD
Year
2008
ISBN
3790820636, 9783790820638
Language
english
Format
PDF
Filesize
5 MB (4804805 bytes)
Edition
1
Pages
448\448
Topic
Physics
Time added
2011-01-26 19:25:26

Description

The theory of linear models and regression analysis plays an essential role in the development of methods for the statistical modelling of data. The book presents the most recent developments in the theory and applications of linear models and related areas of active research. The contributions include topics such as boosting, Cox regression models, cluster analysis, design of experiments, feasible generalized least squares, information theory, matrix theory, measurement error models, missing data models, mixture models, panel data models, penalized least squares, prediction, regression calibration, spatial models and time series models. Several contributions illustrate applications in biomedical research, economics, finance, genetic epidemiology and medicine.

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