Chemometrics

Chemometrics PDF
Author: Kenneth R Beebe
Publisher: Wiley-Interscience
ISBN:
Release: 1998-03-31
Size: 12.84 MB
Format: PDF, ePub, Docs
Category : Science
Languages : en
Pages : 348
View: 5260

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by Kenneth R Beebe, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, An outstanding practical guide to the most common chemometric methods in use today Chemometrics explains how to apply the most widely used pattern recognition and multivariate calibration techniques to solve data analysis problems. This practical guide describes all key methods in terms of processes and applications in order to help the reader easily identify the best technique for a given situation. Drawing on years of industrial experience with chemometric tools, the authors share their six basic steps, or "habits," for achieving reliable chemometric results, and cover key areas such as: * Defining and understanding the problem * Experimental planning and design * Preprocessing of samples and variables * Supervised and unsupervised pattern recognition * Classical and inverse methods of multivariate calibration Complete with helpful chapter-end summaries, technical references, and more, this book is an invaluable hands-on resource for analytical chemists and laboratory scientists who use chemometrics in their work.



Chemometrics

Chemometrics PDF
Author: S.N. Deming
Publisher: Elsevier
ISBN: 9780080868295
Release: 1988-02-01
Size: 57.99 MB
Format: PDF, Kindle
Category : Science
Languages : en
Pages : 500
View: 4770

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by S.N. Deming, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, Most chemists, whether they are biochemists, organic, analytical, pharmaceutical or clinical chemists and many pharmacists and biologists need to perform chemical analysis. Consequently, they are not only confronted with carrying out the actual analysis, but also with problems such as method selection, experimental design, optimization, calibration, data acquisition and handling, and statistics in order to obtain maximum relevant chemical information. In other words: they are confronted with chemometrics. This book on chemometrics, written by some of the leaders in the field, aims to provide a thorough, up-to-date introduction to this subject. The reader is given the opportunity to acquaint himself with the tools used in this discipline and the way in which they are applied. Some practical examples are given and the reader is shown how to select the appropriate tools in a given situation. As such the book provides the means to approach and solve analytical problems strategically and systematically, without the need for the reader to become a fully-fledged chemometrician. The authors' aim was to write a tutorial book which would be useful to readers at every level in this field.



Chemometrics

Chemometrics PDF
Author: Richard G. Brereton
Publisher: John Wiley & Sons
ISBN: 0470845740
Release: 2003-07-25
Size: 26.16 MB
Format: PDF, ePub, Docs
Category : Science
Languages : en
Pages : 504
View: 1349

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by Richard G. Brereton, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, This book is aimed at the large number of people who need to use chemometrics but do not wish to understand complex mathematics, therefore it offers a comprehensive examination of the field of chemometrics without overwhelming the reader with complex mathematics. * Includes five chapters that cover the basic principles of chemometrics analysis. * Provides two chapters on the use of Excel and MATLAB for chemometrics analysis. * Contains 70 worked problems so that readers can gain a practical understanding of the use of chemometrics.



Chemometrics

Chemometrics PDF
Author: Matthias Otto
Publisher: John Wiley & Sons
ISBN: 3527340971
Release: 2016-12-27
Size: 59.40 MB
Format: PDF
Category : Science
Languages : en
Pages : 400
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by Matthias Otto, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, The third edition of this long-selling introductory textbook and ready reference covers all pertinent topics, from basic statistics via modeling and databases right up to the latest regulatory issues. The experienced and internationally recognized author, Matthias Otto, introduces the statistical-mathematical evaluation of chemical measurements, especially analytical ones, going on to provide a modern approach to signal processing, designing and optimizing experiments, pattern recognition and classification, as well as modeling simple and nonlinear relationships. Analytical databases are equally covered as are applications of multiway analysis, artificial intelligence, fuzzy theory, neural networks, and genetic algorithms. The new edition has 10% new content to cover such recent developments as orthogonal signal correction and new data exchange formats, tree based classification and regression, independent component analysis, ensemble methods and neuro-fuzzy systems. It still retains, however, the proven features from previous editions: worked examples, questions and problems, additional information and brief explanations in the margin.



Statistics And Chemometrics For Analytical Chemistry

Statistics and Chemometrics for Analytical Chemistry PDF
Author: James N. Miller
Publisher: Pearson Education
ISBN: 9780131291928
Release: 2005
Size: 19.63 MB
Format: PDF, ePub, Mobi
Category : Science
Languages : en
Pages : 268
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by James N. Miller, Statistics And Chemometrics For Analytical Chemistry Books available in PDF, EPUB, Mobi Format. Download Statistics And Chemometrics For Analytical Chemistry books, This popular textbook gives a clear account of the principles of the main statistical methods used in modern analytical laboratories. Such methods underpin high quality analyses in areas such as the safety of food, water and medicines, environmental monitoring, and chemical manufacturing. The treatment throughout emphasises the underlying statistical ideas, and no detailed knowledge of mathematics is required. There are numerous worked examples, including the use of Microsoft Excel and Minitab, and a large number of student exercises, many of them based on examples from the analytical literature.Key features expanded treatment of control charts additions to cover single point calibration and method comparison techniques extended treatment of robust methods major additions to sections on multivariate regression numerous worked examples, using Microsoft Excel and Minitab an attractive two-colour text design updated Instructors' manual improved website including examples for lecturers and students This book is aimed at undergraduate and graduate courses in Analytical Chemistry and related topics. It will also be a valuable resource for researchers and chemists working in analytical chemistry.Professor James Miller is Emeritus Professor of Analytical Chemistry at Loughborough University. He has published numerous reviews and papers on analytical techniques and been awarded the SAC Silver Medal, the Theophilus Redwood Lectureship and the SAC Gold Medal by the Royal Society of Chemsitry. A Past President of the Analytical Division of the RSC, he is a member of the Society's Council and has served on the editorial boards of many analytical and spectroscopic journals.Dr Jane Miller completed a PhD at Cambridge University's Cavendish Laboratory and is an experienced teacher of mathematics and physics at higher education and 6th form levels. She holds an MSc in Applied Statistics and is the author of several specialist A-level statistics texts.



Chemometrics

Chemometrics PDF
Author: David R. Burgard
Publisher: CRC Press
ISBN: 1351087509
Release: 2018-01-31
Size: 62.34 MB
Format: PDF, ePub, Docs
Category : Medical
Languages : en
Pages : 208
View: 1306

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by David R. Burgard, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, Ranging from elegantly simple to extremely complex, a wide variety of flavors and fragrances stimulate our senses. It is difficult to understand the myriad sensory interactions involved because of the sheer complexity of their chemical composition. The aim of this text is to describe the use of chemometric techniques for understanding these complex systems and to serve as a practical guide to the acquisition, organization and reduction of chemical and sensory data. It explains chemical, sensory and multivariate analysis tools and their application. Pertinent concepts are discussed in-depth and are sufficiently illustrated with enough original data in complementary tables and figures to provide the basis for the execution of complex studies. The book emphasizes techniques that have been proven to work rather than those that "should" work from a theoretical standpoint. The book focuses on the acquisition of quality data and the subsequent interpretation of data rather than numerical computations used in data analysis. Chemometrics: Chemical and Sensory Data is an excellent resource for students and newcomers to flavor and fragrance research, as well as for experienced workers and product development managers.



Chemometrics In Food Chemistry

Chemometrics in Food Chemistry PDF
Author:
Publisher: Newnes
ISBN: 0444595295
Release: 2013-06-08
Size: 58.79 MB
Format: PDF, Mobi
Category : Science
Languages : en
Pages : 512
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Chemometrics In Food Chemistry PDF Full

by , Chemometrics In Food Chemistry Books available in PDF, EPUB, Mobi Format. Download Chemometrics In Food Chemistry books, The issues related to food science and authentication are of particular importance for researchers, consumers and regulatory entities. The need to guarantee quality foodstuff – where the word "quality" encompasses many different meanings, including e.g. nutritional value, safety of use, absence of alteration and adulterations, genuineness, typicalness, etc. – has led researchers to look for increasingly effective tools to investigate and deal with food chemistry problems. As even the simplest food is a complex matrix, the way to investigate its chemistry cannot be other than multivariate. Therefore, chemometrics is a necessary and powerful tool for the field of food analysis and control. For food science in general and food analysis and control in particular, there are several problems for which chemometrics are of utmost importance. Traceability, i.e. the possibility of verifying the animal/botanical, geographical and/or productive origin of a foodstuff, is, for instance, one area where the use of chemometric techniques is not only recommended but essential: indeed, at present no specific chemical and/or physico-chemical markers have been identified that can be univocally linked to the origin of a foodstuff and the only way of obtaining reliable traceability is by means of multivariate classification applied to experimental fingerprinting results. Another area where chemometrics is of particular importance is in building the bridge between consumer preferences, sensory attributes and molecular profiling of food: by identifying latent structures among the data tables, bilinear modeling techniques (such as PCA, MCR, PLS and its various evolutions) can provide an interpretable and reliable connection among these domains. Other problems include process control and monitoring, the possibility of using RGB or hyperspectral imaging techniques to nondestructively check food quality, calibration of multidimensional or hyphenated instruments etc.



Chemometrics

Chemometrics PDF
Author: B.R. Kowalski
Publisher: Springer Science & Business Media
ISBN: 9789027718464
Release: 1984-10-31
Size: 68.76 MB
Format: PDF, Mobi
Category : Science
Languages : en
Pages : 485
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by B.R. Kowalski, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, Proceedings of the NATO Advanced Study Institute, Cosenza, Italy, September 12-23, 1983



Comprehensive Chemometrics

Comprehensive Chemometrics PDF
Author: Steven Brown
Publisher: Elsevier
ISBN: 0444641661
Release: 2020-05-26
Size: 47.98 MB
Format: PDF, Docs
Category : Science
Languages : en
Pages : 2944
View: 4299

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by Steven Brown, Comprehensive Chemometrics Books available in PDF, EPUB, Mobi Format. Download Comprehensive Chemometrics books, Comprehensive Chemometrics, Second Edition features expanded and updated coverage, along with new content that covers advances in the field since the previous edition published in 2009. Subject of note include updates in the fields of multidimensional and megavariate data analysis, omics data analysis, big chemical and biochemical data analysis, data fusion and sparse methods. The book follows a similar structure to the previous edition, using the same section titles to frame articles. Many chapters from the previous edition are updated, but there are also many new chapters on the latest developments. Presents integrated reviews of each chemical and biological method, examining their merits and limitations through practical examples and extensive visuals Bridges a gap in knowledge, covering developments in the field since the first edition published in 2009 Meticulously organized, with articles split into 4 sections and 12 sub-sections on key topics to allow students, researchers and professionals to find relevant information quickly and easily Written by academics and practitioners from various fields and regions to ensure that the knowledge within is easily understood and applicable to a large audience Presents integrated reviews of each chemical and biological method, examining their merits and limitations through practical examples and extensive visuals Bridges a gap in knowledge, covering developments in the field since the first edition published in 2009 Meticulously organized, with articles split into 4 sections and 12 sub-sections on key topics to allow students, researchers and professionals to find relevant information quickly and easily Written by academics and practitioners from various fields and regions to ensure that the knowledge within is easily understood and applicable to a large audience



Chemometrics In Practical Applications

Chemometrics in Practical Applications PDF
Author: Kurt Varmuza
Publisher: BoD – Books on Demand
ISBN: 9535104381
Release: 2012-03-23
Size: 41.17 MB
Format: PDF
Category : Science
Languages : en
Pages : 340
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by Kurt Varmuza, Chemometrics In Practical Applications Books available in PDF, EPUB, Mobi Format. Download Chemometrics In Practical Applications books, In the book "Chemometrics in practical applications", various practical applications of chemometric methods in chemistry, biochemistry and chemical technology are presented, and selected chemometric methods are described in tutorial style. The book contains 14 independent chapters and is devoted to filling the gap between textbooks on multivariate data analysis and research journals on chemometrics and chemoinformatics.



Chemometrics In Analytical Spectroscopy

Chemometrics in Analytical Spectroscopy PDF
Author: Mike J Adams
Publisher: Royal Society of Chemistry
ISBN: 1847550487
Release: 2007-10-31
Size: 40.95 MB
Format: PDF, ePub
Category : Science
Languages : en
Pages : 238
View: 630

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Chemometrics In Analytical Spectroscopy PDF Full

by Mike J Adams, Chemometrics In Analytical Spectroscopy Books available in PDF, EPUB, Mobi Format. Download Chemometrics In Analytical Spectroscopy books, Chemometrics in Analytical Spectroscopy 2nd Edition provides a tutorial approach to the development of chemometric techniques and their application to the interpretation of analytical spectroscopic data. From simple descriptive statistics to the more sophisticated modelling techniques of principal components analysis and partial least squares regression, this updated edition provides necessary background, enhanced by case studies. The extensive use of worked examples throughout gives Chemometrics in Analytical Spectroscopy 2nd Edition special relevance in teaching and introducing chemometrics to undergraduates and post-graduates. The book is also ideal for analysts with little specialist background. Extracts from reviews of 1st Edition: "Adams has succeeded in providing a text which is focused on analytical spectroscopy and that gently guides the reader through the concepts without recourse to too much matrix algebra." Trends in Analytical Chemistry "...a very good introductory text for those wishing to understand the workings of chemometrics techniques." The Analyst



Chemometrics

Chemometrics PDF
Author: Foo-Tim Chau
Publisher: John Wiley & Sons
ISBN: 9780471454731
Release: 2004-04-23
Size: 49.35 MB
Format: PDF, ePub
Category : Science
Languages : en
Pages : 316
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by Foo-Tim Chau, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, Wavelet Transformations and Their Applications in Chemistrypioneers a new approach to classifying existing chemometrictechniques for data analysis in one and two dimensions, using apractical applications approach to illustrating chemical examplesand problems. Written in a simple, balanced, applications-basedstyle, the book is geared to both theorists andnon-mathematicians. This text emphasizes practical applications in chemistry. Itemploys straightforward language and examples to show the power ofwavelet transforms without overwhelming mathematics, reviews othermethods, and compares wavelets with other techniques that providesimilar capabilities. It uses examples illustrated in MATLAB codesto assist chemists in developing applications, and includes accessto a supplementary Web site providing code and data sets for workexamples. Wavelet Transformations and Their Applications inChemistry will prove essential to professionals and studentsworking in analytical chemistry and process chemistry, as well asphysical chemistry, spectroscopy, and statistics.



Progress In Chemometrics Research

Progress in Chemometrics Research PDF
Author: Alexey L. Pomerantsev
Publisher: Nova Publishers
ISBN: 9781594542572
Release: 2005
Size: 50.89 MB
Format: PDF, ePub
Category : Medical
Languages : en
Pages : 325
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Progress In Chemometrics Research PDF Full

by Alexey L. Pomerantsev, Progress In Chemometrics Research Books available in PDF, EPUB, Mobi Format. Download Progress In Chemometrics Research books, Chemometrics is the chemical discipline that uses mathematical, statistical and other methods employing formal logic: to design or select optimal measurement procedures and experiments, and -- to provide maximum relevant chemical information by analysing chemical data. Being conceived as a branch of analytical chemistry, chemometrics now is a general approach. It extracts relevant information out of measured data, regardless of their origin: chemical, physical, biological, etc. Chemometrics has been applied in different areas, and most successfully in multivariate calibration, pattern recognition, classification and discriminant analysis, multivariate modelling, and monitoring of processes. The main chemometric principle is a concept of hidden data structures that can be found using methods of multivariate data analysis. These are the well-known statistic tools such as partial least squares (PLS), soft independent modelling of class analogy (SIMCA), principal-component regression (PCR), wavelet analysis, and many others. Current activities of chemometricians fall into two main categories: (1) development of new methods for manipulating multivariate data and (2) new applications of the known chemometric techniques in different areas such as environment control, food industry, agriculture, medicine, and engineering.



Chemometrics For Pattern Recognition

Chemometrics for Pattern Recognition PDF
Author: Richard G. Brereton
Publisher: John Wiley & Sons
ISBN: 9780470746479
Release: 2009-06-29
Size: 77.87 MB
Format: PDF, ePub, Docs
Category : Science
Languages : en
Pages : 522
View: 5476

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Chemometrics For Pattern Recognition PDF Full

by Richard G. Brereton, Chemometrics For Pattern Recognition Books available in PDF, EPUB, Mobi Format. Download Chemometrics For Pattern Recognition books, Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS, GCMS, and NMR, to name a few, to obtain large quantities of data, and, in parallel, the significant growth in applications especially in biomedical analytical chemical measurements of extracts from humans and animals, together with the increased capabilities of desktop computing. The interpretation of such multivariate datasets has required the application and development of new chemometric techniques such as pattern recognition, the focus of this work. Included within the text are: ‘Real world’ pattern recognition case studies from a wide variety of sources including biology, medicine, materials, pharmaceuticals, food, forensics and environmental science; Discussions of methods, many of which are also common in biology, biological analytical chemistry and machine learning; Common tools such as Partial Least Squares and Principal Components Analysis, as well as those that are rarely used in chemometrics such as Self Organising Maps and Support Vector Machines; Representation in full colour; Validation of models and hypothesis testing, and the underlying motivation of the methods, including how to avoid some common pitfalls. Relevant to active chemometricians and analytical scientists in industry, academia and government establishments as well as those involved in applying statistics and computational pattern recognition.



Chemometrics In Spectroscopy

Chemometrics in Spectroscopy PDF
Author: Howard Mark
Publisher: Elsevier
ISBN: 9780080548388
Release: 2010-07-28
Size: 60.46 MB
Format: PDF, Docs
Category : Science
Languages : en
Pages : 558
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Chemometrics In Spectroscopy PDF Full

by Howard Mark, Chemometrics In Spectroscopy Books available in PDF, EPUB, Mobi Format. Download Chemometrics In Spectroscopy books, Chemometrics in Spectroscopy builds upon the statistical information covered in other books written by these leading authors in the field by providing a broader range of mathematics and progressing into the fundamentals of multivariate and experimental data analysis. Subjects covered in this work include: matrix algebra, analytic geometry, experimental design, calibration regression, linearity, design of collaborative laboratory studies, comparing analytical methods, noise analysis, use of derivatives, analytical accuracy, analysis of variance, and much more are all part of this chemometrics compendium. Developed in the form of a tutorial offering a basic hands-on approach to chemometric and statistical analysis for analytical scientists, experimentalists, and spectroscopists. Without using complicated mathematics, Chemometrics in Spectroscopy demonstrates the basic principles underlying the use of common experimental, chemometric, and statistical tools. Emphasis has been given to problem-solving applications and the proper use and interpretation of data used for scientific research. Offers basic hands-on approach to chemometric and statistical analysis for analytical scientists, experimentalists, and spectroscopists Useful for analysts in their daily problem solving, as well as detailed insights into subjects often considered difficult to thoroughly grasp by non-specialists Provides mathematical proofs and derivations for the student or rigorously-minded specialist



Chemometrics

Chemometrics PDF
Author: Muhammad A. Sharaf
Publisher: John Wiley & Sons
ISBN: 9780471831068
Release: 1986-03-28
Size: 39.33 MB
Format: PDF
Category : Science
Languages : en
Pages : 352
View: 5801

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Chemometrics PDF Full

by Muhammad A. Sharaf, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, Uses mathematical and statistical techniques to extract trends from chemical analysis. Introduces scientists to powerful new tools that will allow them to obtain massive amounts of data from computer-controlled instrumentation and then extract the information they need. Chapter sequence leads the reader through a sample analysis to resolution and pattern recognition. First introductory text on the relatively new field.



Chemometrics

Chemometrics PDF
Author: Aderval S. Luna
Publisher:
ISBN: 9781536105186
Release: 2017-03
Size: 55.27 MB
Format: PDF, Kindle
Category :
Languages : en
Pages : 230
View: 2746

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Chemometrics PDF Full

by Aderval S. Luna, Chemometrics Books available in PDF, EPUB, Mobi Format. Download Chemometrics books, This book offers an accessible introduction to application-oriented multivariate methods of data analysis and procedures that are highly beneficial to solving a variety of problems by using analytical chemistry and statistics. It presents a diverse selection of topics that include experimental designs applied for the optimisation of liquid chromatographic and capillary electrophoresis, variable selection in chemical data, calibration of the first order: data, algorithms, and analytical applications, characterisation of polyphenols from natural products using separation techniques coupled with chemometrics, detection of malignant tumors using FT-IR spectroscopy combined with chemometrics, guidelines in synthesis of new anticancer compounds, direct analysis of solid samples by spectroscopy and chromatographic techniques, application of data fusion in different levels with examples, and analysis of pharmaceutical and food products by various analytical techniques. This book helps thereader embrace the growing role of chemometrics in some of the latest research trends, such as characterisation of polyphenolic compounds in natural, pharmaceutical, and food products in analytical problems, such as classification and quantification using the multivariate calibration of the second order. This book also identifies several areas for future development and applications. The chapters are written by leading experts. Chemometrics: Methods, Applications, and New Research offers a reliable source of useful information in a style that is accessible to all levels of students, professionals, and researchers involved in analysing scientific data.



Practical Guide To Chemometrics

Practical Guide To Chemometrics PDF
Author: Paul Gemperline
Publisher: CRC Press
ISBN: 1420018302
Release: 2006-04-16
Size: 48.46 MB
Format: PDF, ePub, Mobi
Category : Mathematics
Languages : en
Pages : 552
View: 6003

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Practical Guide To Chemometrics PDF Full

by Paul Gemperline, Practical Guide To Chemometrics Books available in PDF, EPUB, Mobi Format. Download Practical Guide To Chemometrics books, The limited coverage of data analysis and statistics offered in most undergraduate and graduate analytical chemistry courses is usually focused on practical aspects of univariate methods. Drawing in real-world examples, Practical Guide to Chemometrics, Second Edition offers an accessible introduction to application-oriented multivariate meth



Chemometrics With R

Chemometrics with R PDF
Author: Ron Wehrens
Publisher: Springer Nature
ISBN: 3662620278
Release: 2020
Size: 11.45 MB
Format: PDF, Mobi
Category : Bioinformatics
Languages : en
Pages : 315
View: 2866

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Chemometrics With R PDF Full

by Ron Wehrens, Chemometrics With R Books available in PDF, EPUB, Mobi Format. Download Chemometrics With R books, This book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection). It also includes a special section discussing several more specific topics in the area of chemometrics, such as outlier detection, and biomarker identification. The corresponding R code is provided for all the examples in the book; and scripts, functions and data are available in a separate R package. This second revised edition features not only updates on many of the topics covered, but also several sections of new material (e.g., on handling missing values in PCA, multivariate process monitoring and batch correction).