Handbook of Statistical Data Editing and Imputation, de Waal

Автор: Ombao, H.
Название: Handbook of Neuroimaging Data Analysis
ISBN: 1482220970 ISBN-13(EAN): 9781482220971
Издательство: Taylor&Francis
Рейтинг:
Цена: 193950.00 T
Наличие на складе: Невозможна поставка.
Описание: This book explores various state-of-the-art aspects behind the statistical analysis of neuroimaging data. It examines the development of novel statistical approaches to model brain data. Designed for researchers in statistics, biostatistics, computer science, cognitive science, computer engineering, biomedical engineering, applied mathematics, physics, and radiology, the book can also be used as a textbook for graduate-level courses in statistics and biostatistics or as a self-study reference for Ph.D. students in statistics, biostatistics, psychology, neuroscience, and computer science.

Название: Handbook of Cluster Analysis
ISBN: 1466551887 ISBN-13(EAN): 9781466551886
Издательство: Taylor&Francis
Рейтинг:
Цена: 224570.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools.

The book is organized according to the traditional core approaches to cluster analysis, from the origins to recent developments. After an overview of approaches and a quick journey through the history of cluster analysis, the book focuses on the four major approaches to cluster analysis. These approaches include methods for optimizing an objective function that describes how well data is grouped around centroids, dissimilarity-based methods, mixture models and partitioning models, and clustering methods inspired by nonparametric density estimation. The book also describes additional approaches to cluster analysis, including constrained and semi-supervised clustering, and explores other relevant issues, such as evaluating the quality of a cluster.

This handbook is accessible to readers from various disciplines, reflecting the interdisciplinary nature of cluster analysis. For those already experienced with cluster analysis, the book offers a broad and structured overview. For newcomers to the field, it presents an introduction to key issues. For researchers who are temporarily or marginally involved with cluster analysis problems, the book gives enough algorithmic and practical details to facilitate working knowledge of specific clustering areas.

Автор: Henry Horng-Shing Lu; Bernhard Sch?lkopf; Hongyu Z
Название: Handbook of Statistical Bioinformatics
ISBN: 3642268277 ISBN-13(EAN): 9783642268274
Издательство: Springer
Рейтинг:
Цена: 269260.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Numerous fascinating breakthroughs in biotechnology have generated large volumes and diverse types of high throughput data that demand the development of efficient and appropriate tools in computational statistics integrated with biological knowledge and computational algorithms.

Автор: Hothorn
Название: A Handbook of Statistical Analyses using R, Third Edition
ISBN: 1482204584 ISBN-13(EAN): 9781482204582
Издательство: Taylor&Francis
Рейтинг:
Цена: 69410.00 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Like the best-selling first two editions, A Handbook of Statistical Analyses using R, Third Edition provides an up-to-date guide to data analysis using the R system for statistical computing. The book explains how to conduct a range of statistical analyses, from simple inference to recursive partitioning to cluster analysis.