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Elements of Computational Statistics (repost)
Author: rolexmaya

Elements of Computational Statistics
Springer | August 12, 2002 | ISBN-10: 0387954899 | 440 pages | PDF | 2.8 Mb

Computationally intensive methods have become widely used both for statistical inference and for exploratory analyses of data. The methods of computational statistics involve resampling, partitioning, and multiple transformations of a dataset. They may also make use of randomly generated artificial data. Details
Handbook of Computational Statistics
Author: maxxum
Handbook of Computational Statistics

J.E. Gentle and Wolfgang HSrdle, «Handbook of Computational Statistics»
Springer | ISBN 3540404643 | August 2004 | 900 Pages


The Handbook of Computational Statistics – Concepts and Methods is divided into 4 parts. It begins with an overview of the field of Computational Statistics, how it emerged as a seperate discipline, how it developed along the development of hard- and software, including a discussion of current active research. The second part presents several topics in the supporting field of statistical computing. Emphasis is placed on the need for 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.
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Video Data Compression for Multimedia Computing: Statistically Based and Biologically Inspired Techniques by Hua Harry Li
Author: BUGSY

Video Data Compression for Multimedia Computing: Statistically Based and Biologically Inspired Techniques (The Springer International Series in Engineering and Computer Science) by Hua Harry Li
English | 1999 | ISBN: 1461378621 | 429 Pages | PDF | 28 MB

During the past few years, we have been witnessing the rapid growth of the ap­ plications of Interactive Digital Video, Multimedia Computing, Desktop Video Teleconferencing, Virtual Reality, and High Definition Television (HDTV). An­ other information revolution which is tied to Cyberspace is almost within reach. Details
Modern Statistical Methods for HCI
Author: Underaglassmoon

Modern Statistical Methods for HCI
Springer | Computer Science | Mar 23 2016 | ISBN-10: 3319266314 | 348 pages | pdf | 8.16 mb

Editors: Robertson, Judy, Kaptein, Maurits (Eds.)
Critically examines statistical methodologies used in human-computer interaction
Provides hands-on explanations of how to apply and interpret modern statistical methods using HCI examples
Provides [R] code for conducting statistical analysis
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Hybrid Soft Computing Approaches
Author: Underaglassmoon

Hybrid Soft Computing Approaches: Research and Applications
Springer | Computer Science | September 22, 2015 | ISBN-10: 8132225430 | 457 pages | pdf | 10.8 mb

by Siddhartha Bhattacharyya (Editor), Paramartha Dutta (Editor), Susanta Chakraborty (Editor)
Discusses hybrid soft computing techniques and applications
Highly useful for practitioners and professionals
Presents all the components of soft computing
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Natural Computing Algorithms
Author: Underaglassmoon

Natural Computing Algorithms
Springer | Computer Science | November 9, 2015 | ISBN-10: 3662436302 | 554 pages | pdf | 8.1 mb

by Anthony Brabazon (Author), Michael O'Neill (Author), Seán McGarraghy (Author)
Suitable foundation for undergraduate and graduate courses in computer science, management science and engineering
Comprehensive introduction to the key natural computing algorithms for students and practitioners
Authors among leading researchers on the theory and practice of evolutionary computing paradigms
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Computational Intelligence in Medical Informatics
Author: Underaglassmoon

Computational Intelligence in Medical Informatics
Springer | Computer Mathematics, Medicine | Nov. 7 2014 | ISBN-10: 9812872590 | 96 pages | pdf | 4.31 mb

This Brief highlights Informatics and related techniques to Computer Science Professionals, Engineers, Medical Doctors, Bioinformatics researchers and other interdisciplinary researchers Details
Statistical Analysis and Data Display
Author: Underaglassmoon

Statistical Analysis and Data Display: An Intermediate Course with Examples in R
Springer | Springer Texts in Statistics | January 24, 2016 | ISBN-10: 1493921215 | 898 pages | pdf | 18.99 mb

Authors: Heiberger, Richard M., Holland, Burt
New edition features color throughout, reworking of the material to emphasize R (but also utilize SAS), and new material
New chapters include Ch. 19 on Likert Scale Data to pick up on the importance of rating scales in fields from population studies to phsychometrics and Ch. 20 on Medical, Pharmaceutical and Social Science Examples
Unique features: chapters introducing the statistics and probability methods used, R package-specific appendices, exercises, code for the graphics used throughout the book, and the ability for readers to also use SAS code
Appendices on Shiny, R Commander, LaTeX, word processors and other topics
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Algebraic and Computational Aspects of Real Tensor Ranks
Author: Underaglassmoon

Algebraic and Computational Aspects of Real Tensor Ranks
Springer | Statistics | April 19, 2016 | ISBN-10: 4431554580 | 108 pages | pdf | 1.66 mb

Authors: Sakata, Toshio, Sumi, Toshio, Miyazaki, Mitsuhiro
Presents the first comprehensive treatment of maximal ranks and typical ranks over the real number file
Provides interesting ideas of determinant polynomials, determinantal ideals, absolutely nonsingular tensors and absolutely full column rank tensors
Includes numerical methods of determining ranks by simultaneous singular value decomposition through a theory of matrix star algebra
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Bayesian Statistics from Methods to Models and Applications
Author: Underaglassmoon

Bayesian Statistics from Methods to Models and Applications: Research from BAYSM 2014
Springer | Statistics | May 20 2015 | ISBN-10: 3319162373 | 167 pages | pdf | 5.65 mb

by Sylvia Frühwirth-Schnatter (Editor), Angela Bitto (Editor), Gregor Kastner (Editor), Alexandra Posekany (Editor) Details
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