Computational Statistics And Data Analysis Journal
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Computational Statistics and Applications
Author: Ricardo López-Ruiz
language: en
Publisher: BoD – Books on Demand
Release Date: 2022-04-06
Nature evolves mainly in a statistical way. Different strategies, formulas, and conformations are continuously confronted in the natural processes. Some of them are selected and then the evolution continues with a new loop of confrontation for the next generation of phenomena and living beings. Failings are corrected without a previous program or design. The new options generated by different statistical and random scenarios lead to solutions for surviving the present conditions. This is the general panorama for all scrutiny levels of the life cycles. Over three sections, this book examines different statistical questions and techniques in the context of machine learning and clustering methods, the frailty models used in survival analysis, and other studies of statistics applied to diverse problems.
Handbook of Computational Statistics
Author: Yuichi Mori
language: en
Publisher: Springer Science & Business Media
Release Date: 2004-07-14
The Handbook of Computational Statistics: Concepts and Methodology is divided into four parts. It begins with an overview over the field of Computational Statistics. The second part presents several topics in the supporting field of statistical computing. Emphasis is placed on the need of fast and accurate numerical algorithms and it discusses some of the basic methodologies for transformation, data base handling and graphics treatment. The third part focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Finally a set of selected applications like Bioinformatics, Medical Imaging, Finance and Network Intrusion Detection highlight the usefulness of computational statistics.
Elements of Computational Statistics
Author: James E. Gentle
language: en
Publisher: Springer Science & Business Media
Release Date: 2006-04-18
Will provide a more elementary introduction to these topics than other books available; Gentle is the author of two other Springer books