COMPSTAT 2008
Author: Paula Brito
Publisher: Springer Science & Business Media
Published: 2008-08-11
Total Pages: 557
ISBN-13: 3790820849
DOWNLOAD EBOOK18th Symposium Held in Porto, Portugal, 2008
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Algorithms for Regression and Classification
Author: Robin Nunkesser
Publisher: BoD – Books on Demand
Published: 2009
Total Pages: 154
ISBN-13: 3837096041
DOWNLOAD EBOOKThe focus of this dissertation is on robust regression and classification in genetic association studies. In the context of robust regression, new exact algorithms, results for robust online scale estimation, and an evolutionary computation algorithm for different estimators in higher dimensions are presented. For classification in genetic association studies, this thesis describes a Genetic Programming algorithm that outpeforms the standard approaches on the considered data sets.
Geospatial Research: Concepts, Methodologies, Tools, and Applications
Author: Management Association, Information Resources
Publisher: IGI Global
Published: 2016-04-11
Total Pages: 2035
ISBN-13: 1466698462
DOWNLOAD EBOOKHaving the ability to measure and explore the geographic space that surrounds us provides endless opportunities for us to utilize and interact with the world. As a broad field of study, geospatial research has applications in a variety of fields including military science, environmental science, civil engineering, and space exploration. Geospatial Research: Concepts, Methodologies, Tools, and Applications is a multi-volume publication highlighting critical topics related to geospatial analysis, geographic information systems, and geospatial technologies. Exploring multidisciplinary applications of geographic information systems and technologies in addition to the latest trends and developments in the field, this publication is ideal for academic and government library inclusion, as well as for reference by data scientists, engineers, government agencies, researchers, and graduate-level students in GIS programs.
Oceanographic Analysis with R
Author: Dan E. Kelley
Publisher: Springer
Published: 2018-10-17
Total Pages: 303
ISBN-13: 1493988441
DOWNLOAD EBOOKThis book presents the R software environment as a key tool for oceanographic computations and provides a rationale for using R over the more widely-used tools of the field such as MATLAB. Kelley provides a general introduction to R before introducing the ‘oce’ package. This package greatly simplifies oceanographic analysis by handling the details of discipline-specific file formats, calculations, and plots. Designed for real-world application and developed with open-source protocols, oce supports a broad range of practical work. Generic functions take care of general operations such as subsetting and plotting data, while specialized functions address more specific tasks such as tidal decomposition, hydrographic analysis, and ADCP coordinate transformation. In addition, the package makes it easy to document work, because its functions automatically update processing logs stored within its data objects. Kelley teaches key R functions using classic examples from the history of oceanography, specifically the work of Alfred Redfield, Gordon Riley, J. Tuzo Wilson, and Walter Munk. Acknowledging the pervasive popularity of MATLAB, the book provides advice to users who would like to switch to R. Including a suite of real-life applications and over 100 exercises and solutions, the treatment is ideal for oceanographers, technicians, and students who want to add R to their list of tools for oceanographic analysis.
Modern Statistical Methods for Astronomy
Author: Eric D. Feigelson
Publisher: Cambridge University Press
Published: 2012-07-12
Total Pages: 495
ISBN-13: 052176727X
DOWNLOAD EBOOKModern Statistical Methods for Astronomy: With R Applications.
Modern Analysis of Customer Surveys
Author: Ron S. Kenett
Publisher: John Wiley & Sons
Published: 2012-01-30
Total Pages: 533
ISBN-13: 0470971282
DOWNLOAD EBOOKCustomer survey studies deals with customers, consumers and user satisfaction from a product or service. In practice, many of the customer surveys conducted by business and industry are analyzed in a very simple way, without using models or statistical methods. Typical reports include descriptive statistics and basic graphical displays. As demonstrated in this book, integrating such basic analysis with more advanced tools, provides insights on non-obvious patterns and important relationships between the survey variables. This knowledge can significantly affect the conclusions derived from a survey. Key features: Provides an integrated, case-studies based approach to analysing customer survey data. Presents a general introduction to customer surveys, within an organization’s business cycle. Contains classical techniques with modern and non standard tools. Focuses on probabilistic techniques from the area of statistics/data analysis and covers all major recent developments. Accompanied by a supporting website containing datasets and R scripts. Customer survey specialists, quality managers and market researchers will benefit from this book as well as specialists in marketing, data mining and business intelligence fields.
The Multiple Facets of Partial Least Squares and Related Methods
Author: Hervé Abdi
Publisher: Springer
Published: 2016-10-13
Total Pages: 313
ISBN-13: 3319406434
DOWNLOAD EBOOKThis volume presents state of the art theories, new developments, and important applications of Partial Least Square (PLS) methods. The text begins with the invited communications of current leaders in the field who cover the history of PLS, an overview of methodological issues, and recent advances in regression and multi-block approaches. The rest of the volume comprises selected, reviewed contributions from the 8th International Conference on Partial Least Squares and Related Methods held in Paris, France, on 26-28 May, 2014. They are organized in four coherent sections: 1) new developments in genomics and brain imaging, 2) new and alternative methods for multi-table and path analysis, 3) advances in partial least square regression (PLSR), and 4) partial least square path modeling (PLS-PM) breakthroughs and applications. PLS methods are very versatile methods that are now used in areas as diverse as engineering, life science, sociology, psychology, brain imaging, genomics, and business among both academics and practitioners. The selected chapters here highlight this diversity with applied examples as well as the most recent advances.
Advances in Regression, Survival Analysis, Extreme Values, Markov Processes and Other Statistical Applications
Author: João Lita da Silva
Publisher: Springer Science & Business Media
Published: 2013-06-14
Total Pages: 465
ISBN-13: 3642349048
DOWNLOAD EBOOKThis volume of the Selected Papers from Portugal is a product of the Seventeenth Congress of the Portuguese Statistical Society, held at the beautiful resort seaside city of Sesimbra, Portugal, from September 30 to October 3, 2009. It covers a broad scope of theoretical, methodological as well as application-oriented articles in domains such as: Linear Models and Regression, Survival Analysis, Extreme Value Theory, Statistics of Diffusions, Markov Processes and other Statistical Applications.
Graphical Models for Categorical Data
Author: Alberto Roverato
Publisher: Cambridge University Press
Published: 2017-08-24
Total Pages: 159
ISBN-13: 1108279333
DOWNLOAD EBOOKFor advanced students of network data science, this compact account covers both well-established methodology and the theory of models recently introduced in the graphical model literature. It focuses on the discrete case where all variables involved are categorical and, in this context, it achieves a unified presentation of classical and recent results.
Proceedings of COMPSTAT'2010
Author: Yves Lechevallier
Publisher: Springer Science & Business Media
Published: 2010-11-08
Total Pages: 627
ISBN-13: 3790826049
DOWNLOAD EBOOKProceedings of the 19th international symposium on computational statistics, held in Paris august 22-27, 2010.Together with 3 keynote talks, there were 14 invited sessions and more than 100 peer-reviewed contributed communications.
