Statistical Computing

A Handbook of Small Data Sets..

This work addresses the notion of compression ratios greater than what has been known for random sequential strings in binary and larger radix-based systems as applied to those traditionally found in Kolmogorov complexity. A culmination of the author’s decade-long research that began with his discov..

Bookdown is an extension of RMarkdown that makes it easy to create longer documents and books. Bookdown is much easier to learn than LaTeX while offering much more control over formatting than Word. Bookdown also makes it easy to convert your files to HTML..

Highlighting current research issues, this clear, concise, and coherent volume introduces the basic concepts and principles, state-of-the-art algorithms, and inventive applications of feature selection. With excellent surveys, practical guidance, and comprehensive tutorials from leading experts, it ..

Computer Intensive Statistical Methods..

This volume encompasses many new types of constraints and clustering methods as well as delivers thorough coverage of the capabilities and limitations of constrained clustering. With contributions from industrial researchers and leading academic experts who pioneered the field, it provides a well-ba..

This work collects recent results from this specialized area of data mining that have previously been scattered in the literature, making them more accessible to researchers and developers in data mining and other fields. The book not only presents concepts and techniques for contrast data mining, b..

In this book, top researchers from around the world cover the entire area of clustering, from basic methods to more refined and complex data clustering approaches. They pay special attention to recent issues in graphs, social networks, and other domains. The book explores the characteristics of clus..

Written for those with a science and engineering background, this book introduces and explains a comprehensive set of data mining techniques from various data mining fields. Concepts and methodologies are illustrated through numerous examples of data mining applications in cyber attack detection, di..

Written for those with a science and engineering background, this book introduces and explains a comprehensive set of data mining techniques from various data mining fields. Concepts and methodologies are illustrated through numerous examples of data mining applications in cyber attack detection, di..

In the last twenty years, dynamic prediction models have been extensively used to monitor patient prognosis in survival analysis. Written by one of the pioneers in the area, this book synthesizes these developments in a unified framework. It covers a range of models, including prognostic and dynamic..

Elements of Statistical Computing..