Introduction to the Exploration of Multivariate Biological Data

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ISBN 13 :
Total Pages : 420 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Introduction to the Exploration of Multivariate Biological Data by : János Podani

Download or read book Introduction to the Exploration of Multivariate Biological Data written by János Podani and published by . This book was released on 2000 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Attention is focused on the supraindividual biological level in example plant ecology, phytosociology and taxonomy.

Multivariate Data Integration Using R

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Publisher : CRC Press
ISBN 13 : 1000472191
Total Pages : 316 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Multivariate Data Integration Using R by : Kim-Anh Lê Cao

Download or read book Multivariate Data Integration Using R written by Kim-Anh Lê Cao and published by CRC Press. This book was released on 2021-11-08 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Large biological data, which are often noisy and high-dimensional, have become increasingly prevalent in biology and medicine. There is a real need for good training in statistics, from data exploration through to analysis and interpretation. This book provides an overview of statistical and dimension reduction methods for high-throughput biological data, with a specific focus on data integration. It starts with some biological background, key concepts underlying the multivariate methods, and then covers an array of methods implemented using the mixOmics package in R. Features: Provides a broad and accessible overview of methods for multi-omics data integration Covers a wide range of multivariate methods, each designed to answer specific biological questions Includes comprehensive visualisation techniques to aid in data interpretation Includes many worked examples and case studies using real data Includes reproducible R code for each multivariate method, using the mixOmics package The book is suitable for researchers from a wide range of scientific disciplines wishing to apply these methods to obtain new and deeper insights into biological mechanisms and biomedical problems. The suite of tools introduced in this book will enable students and scientists to work at the interface between, and provide critical collaborative expertise to, biologists, bioinformaticians, statisticians and clinicians.

Morphometrics

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ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (476 download)

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Book Synopsis Morphometrics by : Richard A. Pimentel

Download or read book Morphometrics written by Richard A. Pimentel and published by . This book was released on 1979 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Correlation Analysis of Multivariate Biological Data

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (931 download)

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Book Synopsis Correlation Analysis of Multivariate Biological Data by : Alastair Philip Droop

Download or read book Correlation Analysis of Multivariate Biological Data written by Alastair Philip Droop and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analyzing Ecological Data

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Publisher : Springer
ISBN 13 : 0387459723
Total Pages : 686 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Analyzing Ecological Data by : Alain Zuur

Download or read book Analyzing Ecological Data written by Alain Zuur and published by Springer. This book was released on 2007-08-29 with total page 686 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a practical introduction to analyzing ecological data using real data sets. The first part gives a largely non-mathematical introduction to data exploration, univariate methods (including GAM and mixed modeling techniques), multivariate analysis, time series analysis, and spatial statistics. The second part provides 17 case studies. The case studies include topics ranging from terrestrial ecology to marine biology and can be used as a template for a reader’s own data analysis. Data from all case studies are available from www.highstat.com. Guidance on software is provided in the book.

Multivariate Methods of Representing Relations in R for Prioritization Purposes

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Publisher : Springer Science & Business Media
ISBN 13 : 1461431212
Total Pages : 304 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Multivariate Methods of Representing Relations in R for Prioritization Purposes by : Wayne L. Myers

Download or read book Multivariate Methods of Representing Relations in R for Prioritization Purposes written by Wayne L. Myers and published by Springer Science & Business Media. This book was released on 2012-03-24 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This monograph is multivariate, multi-perspective and multipurpose. We intend to be innovatively integrative through statistical synthesis. Innovation requires capacity to operate in ways that are not ordinary, which means that conventional computations and generic graphics will not meet the needs of an adaptive approach. Flexible formulation and special schematics are essential elements that must be manageable and economical.

Introduction to Multivariate Statistical Analysis in Chemometrics

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Publisher : CRC Press
ISBN 13 : 1420059491
Total Pages : 328 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Introduction to Multivariate Statistical Analysis in Chemometrics by : Kurt Varmuza

Download or read book Introduction to Multivariate Statistical Analysis in Chemometrics written by Kurt Varmuza and published by CRC Press. This book was released on 2016-04-19 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: Using formal descriptions, graphical illustrations, practical examples, and R software tools, Introduction to Multivariate Statistical Analysis in Chemometrics presents simple yet thorough explanations of the most important multivariate statistical methods for analyzing chemical data. It includes discussions of various statistical methods, such as

Multivariate Data Integration Using R

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Publisher :
ISBN 13 : 9781032128078
Total Pages : pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Multivariate Data Integration Using R by : Kim-Anh Lê Cao

Download or read book Multivariate Data Integration Using R written by Kim-Anh Lê Cao and published by . This book was released on 2022 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Analysis of Biological Data

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Publisher : Macmillan Higher Education
ISBN 13 : 1319226299
Total Pages : 2074 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis The Analysis of Biological Data by : Michael C. Whitlock

Download or read book The Analysis of Biological Data written by Michael C. Whitlock and published by Macmillan Higher Education. This book was released on 2019-11-22 with total page 2074 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Analysis of Biological Data provides students with a practical foundation of statistics for biology students. Every chapter has several biological or medical examples of key concepts, and each example is prefaced by a substantial description of the biological setting. The emphasis on real and interesting examples carries into the problem sets where students have dozens of practice problems based on real data. The third edition features over 200 new examples and problems. These include new calculation practice problems, which guide the student step by step through the methods, and a greater number of examples and topics come from medical and human health research. Every chapter has been carefully edited for even greater clarity and ease of use. All the data sets, R scripts for all worked examples in the book, as well as many other teaching resources, are available to qualified instructors (see below).

Vegetation Description and Data Analysis

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Publisher : John Wiley & Sons
ISBN 13 : 1119962390
Total Pages : 507 pages
Book Rating : 4.1/5 (199 download)

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Book Synopsis Vegetation Description and Data Analysis by : Martin Kent

Download or read book Vegetation Description and Data Analysis written by Martin Kent and published by John Wiley & Sons. This book was released on 2011-11-14 with total page 507 pages. Available in PDF, EPUB and Kindle. Book excerpt: Vegetation Description and Data Analysis: A PracticalApproach, Second Edition is a fully revised and up-datededition of this key text. The book takes account of recent advancesin the field whilst retaining the original reader-friendly approachto the coverage of vegetation description and multivariate analysisin the context of vegetation data and plant ecology. Since the publication of the hugely popular first edition therehave been significant developments in computer hardware andsoftware, new key journals have been established in the field andscope and application of vegetation description and analysis hasbecome a truly global field. This new edition includes fullcoverage of new developments and technologies. This contemporary and comprehensive edition of this well-known andrespected textbook will prove invaluable to undergraduate andgraduate students in biological sciences, environmental science,geography, botany, agriculture, forestry and biologicalconservation. * Fully international approach * Includes illustrative case studies throughout * Now with new material on: the nature of plant communities;transitional areas between plant communities; induction anddeduction of plant ecology; diversity indices and dominancediversity curves; multivariate analysis in ecology. * Accessible, reader-friendly style * Now with new and improved illustrations

Scriptinformatics

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Publisher : Nap Kiadó
ISBN 13 : 9633321786
Total Pages : 338 pages
Book Rating : 4.6/5 (333 download)

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Book Synopsis Scriptinformatics by : Dr. habil. Gábor Hosszú

Download or read book Scriptinformatics written by Dr. habil. Gábor Hosszú and published by Nap Kiadó. This book was released on 2021-02-05 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Scripts (writing systems) usually belong to specific languages and have temporal, spatial and cultural characteristics. The evolution of scripts has been the subject of research for a long time. This is probably because the long-term development of human thinking is reflected in the surviving script relics, many of which are still undeciphered today. The book presents the study of the script evolution with the mathematical tools of systematics, phylogenetics and bioinformatics. In the research described, the script is the evolutionary taxonomic unit (taxon), which is analogous to the concept of biological species. Among the methods of phylogenetics, phenetics classifies the investigated taxa on the basis of their morphological similarity, and does not primarily examine genealogical relationships. Due to the scarcity of morphological diversity of scripts’ features, random coincidences of evolution-independent features are much more common in scripts than in biological species, thus phenetic modelling based solely on morphological features can lead to erroneous results. For this reason, phenetic modeling has been extended with evolutionary considerations, thereby allowing the modelling uncertainties observed in the script evolution to be addressed due to the large number of random coincidences (homoplasies) characterizing each script. The book describes an extended phenetic method developed to investigate the script evolution. This data-driven approach helps to reduce the impact of the uncertainties inherent in the phenetic model due to the large number of homoplasies that occur during the evolution of scripts. The elaborated phenetic and evolutionary analyses were applied to the Rovash scripts used on the Eurasian Steppe (Grassland), including the Turkic Rovash (Turkic Runic/runiform) and the Székely-Hungarian Rovash. The evaluation of the extended phenetic model of the scripts, the various phenograms, the script spectra and the group spectra helped to reconstruct the main ancestors and evolutionary stages of the investigated scripts.

Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering

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Publisher : Springer Science & Business Media
ISBN 13 : 1402087357
Total Pages : 580 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering by : Khaled Elleithy

Download or read book Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering written by Khaled Elleithy and published by Springer Science & Business Media. This book was released on 2008-08-17 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of Computer Science, Software Engineering, Computer Engineering, and Systems Engineering and Sciences. Innovations and Advanced Techniques in Systems, Computing Sciences and Software Engineering includes selected papers form the conference proceedings of the International Conference on Systems, Computing Sciences and Software Engineering (SCSS 2007) which was part of the International Joint Conferences on Computer, Information and Systems Sciences and Engineering (CISSE 2007).

Pedodiversity

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Publisher : CRC Press
ISBN 13 : 1466582774
Total Pages : 258 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Pedodiversity by : Juan José Ibáñez

Download or read book Pedodiversity written by Juan José Ibáñez and published by CRC Press. This book was released on 2013-04-08 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soil diversity (pedodiversity) is part of our natural and cultural heritage. The preservation of the pedosphere is essential for the protection of the biosphere and the Earth’s systems, the regulation of climate, and for world food security. In this book, reputed international experts discuss the state of the art of pedodiversity analysis—analyzing the relationships among biodiversity, pedodiversity, landform diversity, lithodiversity, and land use diversity. The first of its kind, the book is intended to be a combined handbook, historical account of pedodiversity research, and essay on its future challenges.

Models of the Ecological Hierarchy

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Publisher : Newnes
ISBN 13 : 0444594051
Total Pages : 595 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Models of the Ecological Hierarchy by :

Download or read book Models of the Ecological Hierarchy written by and published by Newnes. This book was released on 2012-12-31 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the application of statistics to ecological inference problems, hierarchical models combine explicit models of ecological system structure or dynamics with models of how ecological systems are observed. The principles of hierarchical modeling are applied in this book to a wide range of problems ranging from the molecular level, through populations, ecosystems, landscapes, networks, through to the global ecosphere. Provides an excellent introduction to modelling Collects together in one source a wide range of modelling techniques Covers a wide range of topics, from the molecular level to the global ecosphere

Statistical Geoinformatics for Human Environment Interface

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Publisher : CRC Press
ISBN 13 : 1420082884
Total Pages : 223 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Statistical Geoinformatics for Human Environment Interface by : Wayne L. Myers

Download or read book Statistical Geoinformatics for Human Environment Interface written by Wayne L. Myers and published by CRC Press. This book was released on 2012-07-27 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Geoinformatics for Human Environment Interface presents two paradigms for studying both space and interface with regard to human/environment: localization and multiple indicators. The first approach localizes thematic targets by treating space as a pattern of vicinities, with the pattern being a square grid and the placement of viciniti

An Introduction to Applied Multivariate Analysis with R

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Publisher : Springer Science & Business Media
ISBN 13 : 1441996508
Total Pages : 284 pages
Book Rating : 4.4/5 (419 download)

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Book Synopsis An Introduction to Applied Multivariate Analysis with R by : Brian Everitt

Download or read book An Introduction to Applied Multivariate Analysis with R written by Brian Everitt and published by Springer Science & Business Media. This book was released on 2011-04-23 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: The majority of data sets collected by researchers in all disciplines are multivariate, meaning that several measurements, observations, or recordings are taken on each of the units in the data set. These units might be human subjects, archaeological artifacts, countries, or a vast variety of other things. In a few cases, it may be sensible to isolate each variable and study it separately, but in most instances all the variables need to be examined simultaneously in order to fully grasp the structure and key features of the data. For this purpose, one or another method of multivariate analysis might be helpful, and it is with such methods that this book is largely concerned. Multivariate analysis includes methods both for describing and exploring such data and for making formal inferences about them. The aim of all the techniques is, in general sense, to display or extract the signal in the data in the presence of noise and to find out what the data show us in the midst of their apparent chaos. An Introduction to Applied Multivariate Analysis with R explores the correct application of these methods so as to extract as much information as possible from the data at hand, particularly as some type of graphical representation, via the R software. Throughout the book, the authors give many examples of R code used to apply the multivariate techniques to multivariate data.

Pattern-Based Compression of Multi-Band Image Data for Landscape Analysis

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Publisher : Springer Science & Business Media
ISBN 13 : 0387444394
Total Pages : 198 pages
Book Rating : 4.3/5 (874 download)

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Book Synopsis Pattern-Based Compression of Multi-Band Image Data for Landscape Analysis by : Wayne L. Myers

Download or read book Pattern-Based Compression of Multi-Band Image Data for Landscape Analysis written by Wayne L. Myers and published by Springer Science & Business Media. This book was released on 2006-12-18 with total page 198 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes an integrated approach to using remotely sensed data in conjunction with geographic information systems for landscape analysis. Remotely sensed data are compressed into an analytical image-map that is compatible with the most popular geographic information systems as well as freeware viewers. The approach is most effective for landscapes that exhibit a pronounced mosaic pattern of land cover.