Author: American Statistical Association. Section on Statistical GraphicsPublisher:
ISBN: 9781883276621
Category : Annual Meeting of the American Statistical Association
Languages : en
Pages : 0
Book Description
1997 Proceedings of the Section on Statistical Graphics
Author: American Statistical Association. Section on Statistical GraphicsPublisher:
ISBN: 9781883276621
Category : Annual Meeting of the American Statistical Association
Languages : en
Pages : 0
Book Description
Proceedings of the Section on Statistical Graphics
Author: American Statistical Association. Section on Statistical GraphicsPublisher:
ISBN:
Category : Statistics
Languages : en
Pages : 460
Book Description
Handbook of Computational Statistics
Author: James E. GentlePublisher: Springer Science & Business Media
ISBN: 3642215513
Category : Computers
Languages : en
Pages : 1180
Book Description
The Handbook of Computational Statistics - Concepts and Methods (second edition) is a revision of the first edition published in 2004, and contains additional comments and updated information on the existing chapters, as well as three new chapters addressing recent work in the field of computational statistics. This new edition is divided into 4 parts in the same way as the first edition. It begins with "How Computational Statistics became the backbone of modern data science" (Ch.1): an overview of the field of Computational Statistics, how it emerged as a separate discipline, and how its own development mirrored that of hardware and software, including a discussion of current active research. The second part (Chs. 2 - 15) presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for fast and accurate numerical algorithms, and some of the basic methodologies for transformation, database handling, high-dimensional data and graphics treatment are discussed. The third part (Chs. 16 - 33) focuses on statistical methodology. Special attention is given to smoothing, iterative procedures, simulation and visualization of multivariate data. Lastly, a set of selected applications (Chs. 34 - 38) like Bioinformatics, Medical Imaging, Finance, Econometrics and Network Intrusion Detection highlight the usefulness of computational statistics in real-world applications.
Index of Conference Proceedings
Author: British Library. Document Supply CentrePublisher:
ISBN:
Category : Conference proceedings
Languages : en
Pages : 870
Book Description
Statistical Graphics for Visualizing Multivariate Data
Author: William G. JacobyPublisher: SAGE
ISBN: 9780761908999
Category : Medical
Languages : en
Pages : 116
Book Description
Jacoby explores a variety of graphical displays that are useful for visualising multivariate data, and introduces the concept of a 'data space'. Several methods for coding information directly into the plotting symbols are explained.
Proceedings of the Section on Statistical Education
Author: American Statistical Association. Section on Statistical EducationPublisher:
ISBN:
Category : Educational statistics
Languages : en
Pages : 274
Book Description
The Grammar of Graphics
Author: Leland WilkinsonPublisher: Springer Science & Business Media
ISBN: 9780387245447
Category : Computers
Languages : en
Pages : 722
Book Description
Presents a unique foundation for producing almost every quantitative graphic found in scientific journals, newspapers, statistical packages, and data visualization systems The new edition features six new chapters and has undergone substantial revision. The first edition has sold more than 2200 copies. Four color throughout.
Data Mining and Data Visualization
Author: Publisher: Elsevier
ISBN: 0080459404
Category : Mathematics
Languages : en
Pages : 660
Book Description
Data Mining and Data Visualization focuses on dealing with large-scale data, a field commonly referred to as data mining. The book is divided into three sections. The first deals with an introduction to statistical aspects of data mining and machine learning and includes applications to text analysis, computer intrusion detection, and hiding of information in digital files. The second section focuses on a variety of statistical methodologies that have proven to be effective in data mining applications. These include clustering, classification, multivariate density estimation, tree-based methods, pattern recognition, outlier detection, genetic algorithms, and dimensionality reduction. The third section focuses on data visualization and covers issues of visualization of high-dimensional data, novel graphical techniques with a focus on human factors, interactive graphics, and data visualization using virtual reality. This book represents a thorough cross section of internationally renowned thinkers who are inventing methods for dealing with a new data paradigm. Distinguished contributors who are international experts in aspects of data mining Includes data mining approaches to non-numerical data mining including text data, Internet traffic data, and geographic data Highly topical discussions reflecting current thinking on contemporary technical issues, e.g. streaming data Discusses taxonomy of dataset sizes, computational complexity, and scalability usually ignored in most discussions Thorough discussion of data visualization issues blending statistical, human factors, and computational insights
Directory of Published Proceedings
Author: Annual Report
Author: Iowa State University. Statistical LaboratoryPublisher:
ISBN:
Category :
Languages : en
Pages : 38
Book Description