Advances In Data Analysis: Theory And Applications To Reliability And Inference, Data Mining, Bioinformatics, Lifetime Data, And Neural Networks (Statistics For Industry And Technology) Christos H. Skiadas

ISBN: 9780817647988

Published: December 1st 2009

Hardcover

364 pages


Description

Advances In Data Analysis: Theory And Applications To Reliability And Inference, Data Mining, Bioinformatics, Lifetime Data, And Neural Networks (Statistics For Industry And Technology)  by  Christos H. Skiadas

Advances In Data Analysis: Theory And Applications To Reliability And Inference, Data Mining, Bioinformatics, Lifetime Data, And Neural Networks (Statistics For Industry And Technology) by Christos H. Skiadas
December 1st 2009 | Hardcover | PDF, EPUB, FB2, DjVu, talking book, mp3, ZIP | 364 pages | ISBN: 9780817647988 | 4.78 Mb

An outgrowth of the 12th International Conference on Applied Stochastic Models and Data Analysis, this book is a collection of invited chapters presenting recent developments in the field of data analysis, with applications to reliability andMoreAn outgrowth of the 12th International Conference on Applied Stochastic Models and Data Analysis, this book is a collection of invited chapters presenting recent developments in the field of data analysis, with applications to reliability and inference, data mining, bioinformatics, lifetime data, and neural networks.

Emphasized throughout the volume are new methods with the potential for solving real-world problems in various areas. The book is divided into eight major sections: * Data Mining and Text Mining * Information Theory and Statistical Applications * Asymptotic Behaviour of Stochastic Processes and Random Fields * Bioinformatics and Markov Chains * Life Table Data, Survival Analysis, and Risk in Household Insurance * Neural Networks and Self-Organizing Maps * Parametric and Nonparametric Statistics * Statistical Theory and Methods Advances in Data Analysis is a useful reference for graduate students, researchers, and practitioners in statistics, mathematics, engineering, economics, social science, bioengineering, and bioscience.



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