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Author : Eeke van der Burg
Publisher :
ISBN 13 :
Total Pages : 19 pages
Book Rating : 4.:/5 (648 download)
Download or read book Nonlinear Canonical Correlation Analysis of Multiway Data written by Eeke van der Burg and published by . This book was released on 1988 with total page 19 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Eeke van der Burg
Publisher :
ISBN 13 :
Total Pages : 256 pages
Book Rating : 4.F/5 ( download)
Download or read book Nonlinear Canonical Correlation and Some Related Techniques written by Eeke van der Burg and published by . This book was released on 1988 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Eeke van der Burg
Publisher :
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.:/5 (649 download)
Download or read book Nonlinear Canonical Correlation Analysis with K Sets of Variables written by Eeke van der Burg and published by . This book was released on 1987 with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Robert Jaap Walter Tijssen
Publisher :
ISBN 13 :
Total Pages : 30 pages
Book Rating : 4.:/5 (653 download)
Download or read book Multi-set Nonlinear Canonical Correlation Analysis Via the Burt-matrix written by Robert Jaap Walter Tijssen and published by . This book was released on 1988 with total page 30 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Pieter M. Kroonenberg
Publisher : John Wiley & Sons
ISBN 13 : 0470237996
Total Pages : 614 pages
Book Rating : 4.4/5 (72 download)
Download or read book Applied Multiway Data Analysis written by Pieter M. Kroonenberg and published by John Wiley & Sons. This book was released on 2008-02-25 with total page 614 pages. Available in PDF, EPUB and Kindle. Book excerpt: From a preeminent authority—a modern and applied treatment of multiway data analysis This groundbreaking book is the first of its kind to present methods for analyzing multiway data by applying multiway component techniques. Multiway analysis is a specialized branch of the larger field of multivariate statistics that extends the standard methods for two-way data, such as component analysis, factor analysis, cluster analysis, correspondence analysis, and multidimensional scaling to multiway data. Applied Multiway Data Analysis presents a unique, thorough, and authoritative treatment of this relatively new and emerging approach to data analysis that is applicable across a range of fields, from the social and behavioral sciences to agriculture, environmental sciences, and chemistry. General introductions to multiway data types, methods, and estimation procedures are provided in addition to detailed explanations and advice for readers who would like to learn more about applying multiway methods. Using carefully laid out examples and engaging applications, the book begins with an introductory chapter that serves as a general overview of multiway analysis, including the types of problems it can address. Next, the process of setting up, carrying out, and evaluating multiway analyses is discussed along with commonly encountered issues, such as preprocessing, missing data, model and dimensionality selection, postprocessing, and transformation, as well as robustness and stability issues. Extensive examples are presented within a unified framework consisting of a five-step structure: objectives; data description and design; model and dimensionality selection; results and their interpretation; and validation. Procedures featured in the book are conducted using 3WayPack, which is software developed by the author, and analyses can also be carried out within the R and MATLAB systems. Several data sets and 3WayPack can be downloaded via the book's related Web site. The author presents the material in a clear, accessible style without unnecessary or complex formalism, assuring a smooth transition from well-known standard two-analysis to multiway analysis for readers from a wide range of backgrounds. An understanding of linear algebra, statistics, and principal component analyses and related techniques is assumed, though the author makes an effort to keep the presentation at a conceptual, rather than mathematical, level wherever possible. Applied Multiway Data Analysis is an excellent supplement for component analysis and statistical multivariate analysis courses at the upper-undergraduate and beginning graduate levels. The book can also serve as a primary reference for statisticians, data analysts, methodologists, applied mathematicians, and social science researchers working in academia or industry. Visit the Related Website: http://three-mode.leidenuniv.nl/, to view data from the book.
Author : T. Naes
Publisher : Elsevier
ISBN 13 : 0080537162
Total Pages : 365 pages
Book Rating : 4.0/5 (85 download)
Download or read book Multivariate Analysis of Data in Sensory Science written by T. Naes and published by Elsevier. This book was released on 1996-02-01 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: The state-of-the-art of multivariate analysis in sensory science is described in this volume. Both methods for aggregated and individual sensory profiles are discussed. Processes and results are presented in such a way that they can be understood not only by statisticians but also by experienced sensory panel leaders and users of sensory analysis. The techniques presented are focused on examples and interpretation rather than on the technical aspects, with an emphasis on new and important methods which are possibly not so well known to scientists in the field. Important features of the book are discussions on the relationship among the methods with a strong accent on the connection between problems and methods. All procedures presented are described in relation to sensory data and not as completely general statistical techniques. Sensory scientists, applied statisticians, chemometricians, those working in consumer science, food scientists and agronomers will find this book of value.
Author : Garmt B. Dijksterhuis
Publisher : John Wiley & Sons
ISBN 13 : 0470384832
Total Pages : 320 pages
Book Rating : 4.4/5 (73 download)
Download or read book Multivariate Data Analysis in Sensory and Consumer Science written by Garmt B. Dijksterhuis and published by John Wiley & Sons. This book was released on 2008-06-02 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an outgrowth of research done by Dr. Gamt Dijsterhuis for his doctoral thesis at the University of Leiden. However, there are also contributions by several other authors, as well, including Eeke van der Burg, John Gower, Pieter Punter, Els van den Broek, and Margo Flipsen. This book discusses the use of Multivariate Data Analysis to solve problems in sensory and consumer research. More specifically the focus is on the analysis of the reactions to certain characteristics of food products, which are in the form of scores given to attributes perceived in the food stimuli; the analyses are multivariate; and the senses are mainly the senses of smell and taste. The four main themes covered in the book are: (1) Individual Differences, (2) Measurement Levels; (3) Sensory-Instrumental Relations, and (4) Time-Intensity Data Analysis. The statistical methods discussed include Principle Components Analysis, Generalized Procrustes Analysis, Multidimensional Scaling, Redundancy Analysis, and Canonical Analysis. This book will be a value to all professionals and students working in the sensory studies
Author : Bruce Thompson
Publisher : SAGE
ISBN 13 : 9780803923928
Total Pages : 76 pages
Book Rating : 4.9/5 (239 download)
Download or read book Canonical Correlation Analysis written by Bruce Thompson and published by SAGE. This book was released on 1984-11 with total page 76 pages. Available in PDF, EPUB and Kindle. Book excerpt: Recent advances both in statistical methodology and in computer automation are making canonical correlation analysis available to more and more researchers. In an essentially nonmathematical presentation that provides numerous examples, this volume explains the basic features of this sophisticated technique. Learn more about "The Little Green Book" - QASS Series! Click Here
Author : R. Coppi
Publisher : North Holland
ISBN 13 :
Total Pages : 576 pages
Book Rating : 4.:/5 (44 download)
Download or read book Multiway Data Analysis written by R. Coppi and published by North Holland. This book was released on 1989 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collects together 45 papers covering various aspects of the analysis of multiway data arrays. Mathematical properties of three-way and multiway arrays are investigated and their utilization for the statistical interpretation of complex data sets is emphasized. The volume is divided into 5 chapters. A specific introduction to each chapter has been prepared by the Editorial Board. Different methods of analysis are considered including: longitudinal and multimode factor analysis, generalized canonical analysis, multidimensional scaling, multiway classification techniques, model based approaches. The reader can find many original contributions to this area, as well as interesting applications in several fields of research such as psychology, economics, sociology and bio-medicine.
Author : J. R. Piggott
Publisher : Springer Science & Business Media
ISBN 13 : 1461521432
Total Pages : 333 pages
Book Rating : 4.4/5 (615 download)
Download or read book Understanding Natural Flavors written by J. R. Piggott and published by Springer Science & Business Media. This book was released on 2013-12-14 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: There has been increasing interest in recent years in the concept and production of natural foods. Advertising claims that food is natural, without additives or artificial ingredients, have taken on great importance in marketing. Consumption of food that can be considered natural is currently central to the sophisticated lifestyle. However, there is only a limited published literature on what constitutes natural food flavours. Much of the flavour and fragrance industry has worked on development of synthetic or 'nature-identical' flavours which represent a chemist's simu lation of the natural character. As marketing claims become more strident it is necessary to gain a better understanding of natural food flavours in order to safeguard food quality and for prevention of fraud. There have been great advances recently in analytical chemistry, and partly as a result of this progress there seems to be a never-ending increase in the number of volatile compounds identified in foods. Unfortunately, this has not always been matched by an equal increase in the understanding of how these volatile compounds arise, or how they contribute to the sensation which we call flavour. Throughout the development of Western society, quality of food, particularly flavour, has been highly regarded. The amateur or professional cook with the skills to optimize and maintain standards in flavour has been held in the highest respect.
Author : Patricia Melin
Publisher : Springer Science & Business Media
ISBN 13 : 354072432X
Total Pages : 856 pages
Book Rating : 4.5/5 (47 download)
Download or read book Analysis and Design of Intelligent Systems Using Soft Computing Techniques written by Patricia Melin and published by Springer Science & Business Media. This book was released on 2007-09-20 with total page 856 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.
Author :
Publisher :
ISBN 13 :
Total Pages : 1070 pages
Book Rating : 4.:/5 (4 download)
Download or read book Statistical Theory and Method Abstracts written by and published by . This book was released on 1990 with total page 1070 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Eeke van der Burg
Publisher :
ISBN 13 :
Total Pages : 31 pages
Book Rating : 4.:/5 (649 download)
Download or read book Non-linear Canonical Correlation with M Sets of Variables written by Eeke van der Burg and published by . This book was released on 1984 with total page 31 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Adalbert F.X. Wilhelm
Publisher : Springer
ISBN 13 : 3319252267
Total Pages : 640 pages
Book Rating : 4.3/5 (192 download)
Download or read book Analysis of Large and Complex Data written by Adalbert F.X. Wilhelm and published by Springer. This book was released on 2016-08-03 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a snapshot of the state-of-the-art in classification at the interface between statistics, computer science and application fields. The contributions span a broad spectrum, from theoretical developments to practical applications; they all share a strong computational component. The topics addressed are from the following fields: Statistics and Data Analysis; Machine Learning and Knowledge Discovery; Data Analysis in Marketing; Data Analysis in Finance and Economics; Data Analysis in Medicine and the Life Sciences; Data Analysis in the Social, Behavioural, and Health Care Sciences; Data Analysis in Interdisciplinary Domains; Classification and Subject Indexing in Library and Information Science. The book presents selected papers from the Second European Conference on Data Analysis, held at Jacobs University Bremen in July 2014. This conference unites diverse researchers in the pursuit of a common topic, creating truly unique synergies in the process.
Author : Ivo A. van der Lans
Publisher :
ISBN 13 :
Total Pages : 38 pages
Book Rating : 4.:/5 (655 download)
Download or read book Nonlinear Reduced Rank Generalized Canonical Correlation Analysis Including Common Scale Quantifications and Data Weights written by Ivo A. van der Lans and published by . This book was released on 1989 with total page 38 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Shizuhiko Nishisato
Publisher : CRC Press
ISBN 13 : 9781584886129
Total Pages : 336 pages
Book Rating : 4.8/5 (861 download)
Download or read book Multidimensional Nonlinear Descriptive Analysis written by Shizuhiko Nishisato and published by CRC Press. This book was released on 2006-06-26 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: Quantification of categorical, or non-numerical, data is a problem that scientists face across a wide range of disciplines. Exploring data analysis in various areas of research, such as the social sciences and biology, Multidimensional Nonlinear Descriptive Analysis presents methods for analyzing categorical data that are not necessarily sampled randomly from a normal population and often involve nonlinear relations. This reference not only provides an overview of multidimensional nonlinear descriptive analysis (MUNDA) of discrete data, it also offers new results in a variety of fields. The first part of the book covers conceptual and technical preliminaries needed to understand the data analysis in subsequent chapters. The next two parts contain applications of MUNDA to diverse data types, with each chapter devoted to one type of categorical data, a brief historical comment, and basic skills peculiar to the data types. The final part examines several problems and then concludes with suggestions for future progress. Covering both the early and later years of MUNDA research in the social sciences, psychology, ecology, biology, and statistics, this book provides a framework for potential developments in even more areas of study.
Author : Eeke van der Burg
Publisher :
ISBN 13 :
Total Pages : 62 pages
Book Rating : 4.:/5 (645 download)
Download or read book Use of the Multinomial Jackknife and Bootstrap in Generalized Nonlinear Canonical Correlation Analysis written by Eeke van der Burg and published by . This book was released on 1987 with total page 62 pages. Available in PDF, EPUB and Kindle. Book excerpt:
