A Chemometrics Guide For Chromatographers

Author : Gabriel Vivo-Truyols
Publisher : Elsevier
Page : 0 pages
File Size : 51,9 Mb
Release : 2023-10-01
Category : Science
ISBN : 9780080932798

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A Chemometrics Guide for Chromatographers by Gabriel Vivo-Truyols Pdf

A Chemometrics Guide for Chromatographers, Volume 33 in the Data Handling in Science and Technology series, helps bring chemometrics and statistics to the chromatographic field, with the aim of making the statistical tools understandable and useful for this community. There are excellent textbooks about chemometrics and chromatography available on the market, but none are devoted solely to bringing both fields together in a simple language. The nature of the data arising from chromatography deserves special attention (e.g., data alignment, hyphenation or two-dimensional chromatography) and is thoroughly covered in this comprehensive resource, along with other specialized chapters. Over recent decades, chemometricians have been busy developing algorithms and smart statistical techniques to (i) Optimize analytical instruments and (ii) Extract the maximum information out of the data generated by the instruments. It is no longer possible for separation scientists and chemometricians to work in isolation, as both spheres of knowledge must go hand-in-hand. Bridges the gap between analytical chemistry and chemometrics Provides an overview of the data that arises from chromatography (i.e., data alignment, hyphenation or two-dimensional chromatography) Looks at how chemometrics can enhance chromatographic techniques

Author : Łukasz Komsta,Yvan Vander Heyden,Joseph Sherma
Publisher : CRC Press
Page : 506 pages
File Size : 52,6 Mb
Release : 2018-02-02
Category : Science
ISBN : 9781498772549

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Chemometrics in Chromatography by Łukasz Komsta,Yvan Vander Heyden,Joseph Sherma Pdf

Chemometrics uses advanced mathematical and statistical algorithms to provide maximum chemical information by analyzing chemical data, and obtain knowledge of chemical systems. Chemometrics significantly extends the possibilities of chromatography and with the technological advances of the personal computer and continuous development of open-source software, many laboratories are interested in incorporating chemometrics into their chromatographic methods. This book is an up-to-date reference that presents the most important information about each area of chemometrics used in chromatography, demonstrating its effective use when applied to a chromatographic separation.

Author : Tibor Cserhati
Publisher : John Wiley & Sons
Page : 352 pages
File Size : 46,5 Mb
Release : 2008-09-15
Category : Science
ISBN : 9780470754139

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Multivariate Methods in Chromatography by Tibor Cserhati Pdf

A comprehensive, compilation and evaluation of the newest results in the field of enumerate evaluation of chromatographic data Aimed at the practicing professional, researchers and advanced students working in this area Special emphasis on practical applications While the principles of chromatography and multivariate mathematical-statistical methods are discussed separately, the book focuses on their interconnection. Written by a chromatographer for chromatographers

Author : Kaliszan
Publisher : CRC Press
Page : 230 pages
File Size : 40,9 Mb
Release : 1997-05-22
Category : Science
ISBN : 9057020289

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Structure and Retention in Chromatography by Kaliszan Pdf

This book presents an update on the basics, trends and achievements of chemometric methodology required to study the relation between the chemical structure of solutes and their retention in various chromatographic systems. The author critically analyzes hundreds of relevant papers published during the past two decades. In this period, chemometrics has evolved into an established research and practice area of interest to scientists ranging from chromatographers to environmental and medicinal chemists. Although emphasis is placed on the more recent findings, readers will also find the basic theories required to solve specific problems. It should prove advantageous for contemporary chemists and related scientists if they switch from thermodynamics - in practice often inappropriate - to a statistically based (and limited) chemometric approach.

Author : David R. Burgard
Publisher : CRC Press
Page : 361 pages
File Size : 44,5 Mb
Release : 2018-01-31
Category : Medical
ISBN : 9781351087506

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Chemometrics by David R. Burgard Pdf

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.

Author : Richard G. Brereton
Publisher : John Wiley & Sons
Page : 468 pages
File Size : 48,6 Mb
Release : 2018-05-29
Category : Science
ISBN : 9781118904664

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Chemometrics by Richard G. Brereton Pdf

A new, full-color, completely updated edition of the key practical guide to chemometrics This new edition of this practical guide on chemometrics, emphasizes the principles and applications behind the main ideas in the field using numerical and graphical examples, which can then be applied to a wide variety of problems in chemistry, biology, chemical engineering, and allied disciplines. Presented in full color, it features expansion of the principal component analysis, classification, multivariate evolutionary signal and statistical distributions sections, and new case studies in metabolomics, as well as extensive updates throughout. Aimed at the large number of users of chemometrics, it includes extensive worked problems and chapters explaining how to analyze datasets, in addition to updated descriptions of how to apply Excel and Matlab for chemometrics. Chemometrics: Data Driven Extraction for Science, Second Edition offers chapters covering: experimental design, signal processing, pattern recognition, calibration, and evolutionary data. The pattern recognition chapter from the first edition is divided into two separate ones: Principal Component Analysis/Cluster Analysis, and Classification. It also includes new descriptions of Alternating Least Squares (ALS) and Iterative Target Transformation Factor Analysis (ITTFA). Updated descriptions of wavelets and Bayesian methods are included. Includes updated chapters of the classic chemometric methods (e.g. experimental design, signal processing, etc.) Introduces metabolomics-type examples alongside those from analytical chemistry Features problems at the end of each chapter to illustrate the broad applicability of the methods in different fields Supplemented with data sets and solutions to the problems on a dedicated website, www.booksupport.wiley.com Chemometrics: Data Driven Extraction for Science, Second Edition is recommended for post-graduate students of chemometrics as well as applied scientists (e.g. chemists, biochemists, engineers, statisticians) working in all areas of data analysis.

Author : Anonim
Publisher : Elsevier
Page : 886 pages
File Size : 40,6 Mb
Release : 1997-12-12
Category : Technology & Engineering
ISBN : 0080551904

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Handbook of Chemometrics and Qualimetrics by Anonim Pdf

Handbook of Chemometrics and Qualimetrics

Author : Vu Dang Hoang
Publisher : Unknown
Page : 118 pages
File Size : 40,6 Mb
Release : 2019-03-20
Category : Chemistry
ISBN : 9781789238358

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Chemometrics and Data Analysis in Chromatography by Vu Dang Hoang Pdf

Chromatography approaches are widely used in various life science applications. Since its invention by the Russian botanist Mikhail S. Tsvet in 1901, chromatography has increasingly developed into an invaluable laboratory tool for the separation and identification of chemical components. It outperforms older techniques (such as crystallization, solvent extraction, and distillation) by offering unequaled resolving power and the possibility of lowering detection limits to below nanogram levels. To further improve chromatographic methods, however, the use of chemometrics is advisable as an economical alternative to resolve any problematic situations in analysis. This book intends to provide the readers with an up-to-date application of chemometrics and data analysis to different types of chromatographic methods.

Author : Phyllis R. Brown,Eli Grushka
Publisher : CRC Press
Page : 460 pages
File Size : 49,8 Mb
Release : 2003-01-14
Category : Science
ISBN : 9780203911266

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Advances in Chromatography by Phyllis R. Brown,Eli Grushka Pdf

This book investigates current trends in chemometrics, proteomics, column technology, and element-selective detection for pharmaceutical, medical, industrial, and environmental applications. It offers recent strategies to evaluate and assess materials in air, water, soil, and landfill samples, to determine the amount of hydrocarbons in the atmosphe

Author : S.T. Balke
Publisher : Elsevier
Page : 298 pages
File Size : 40,6 Mb
Release : 2000-04-01
Category : Science
ISBN : 0080858325

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Quantitative Column Liquid Chromatography by S.T. Balke Pdf

Quantitative Column Liquid Chromatography

Author : Stephen Haswell
Publisher : CRC Press
Page : 340 pages
File Size : 49,9 Mb
Release : 1992-01-28
Category : Science
ISBN : 0824785975

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Practical Guide to Chemometrics by Stephen Haswell Pdf

An introduction for analytic chemists and other scientists who are involved with chemical analysis, to chemometrics, a developing technique that allows access to a greater amount of more reliable analytic information using existing instrumentation, than standard techniques. Focuses on laboratory ins

Author : Jack Cazes
Publisher : CRC Press
Page : 2968 pages
File Size : 51,6 Mb
Release : 2009-10-12
Category : Science
ISBN : 9781439870679

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Encyclopedia of Chromatography by Jack Cazes Pdf

Thoroughly revised and expanded, this third edition offers illustrative tables and figures to clarify technical points in the articles and provides a valuable, reader-friendly reference for all those who employ chromatographic methods for analysis of complex mixtures of substances. An authoritative source of information, this introductory guide to specific chromatographic techniques and theory discusses the relevant science and technology, offering key references for analyzing specific chemicals and applications in industry and focusing on emerging technologies and uses.

Author : Stephen T. Balke
Publisher : Unknown
Page : 299 pages
File Size : 45,9 Mb
Release : 1984
Category : Liquid chromatography
ISBN : 0444416161

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Quantitative Column Liquid Chromatography by Stephen T. Balke Pdf

Author : Stavros Kromidas,Hans -Joachim Kuss
Publisher : John Wiley & Sons
Page : 377 pages
File Size : 43,9 Mb
Release : 2009-10-12
Category : Science
ISBN : 9783527323012

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Quantification in LC and GC by Stavros Kromidas,Hans -Joachim Kuss Pdf

Closing a gap in the current literature by addressing the evaluation and quality assessment of raw data, this practice-oriented guide is clearly divided into three parts. The first describes basic considerations of chromatographic data quality, common errors and potential pitfalls in reading out and quantifying the data. Part two systematically covers the most important chromatographic methods as well as the specific requirements for obtaining good chromatographic data. The final part looks at data quality from the perspective of those regulatory authorities demanding certain standards in data quality, describing in detail best practices. Written with the practitioner in mind, the text not only teaches the mathematical basics but also provides invaluable advice.

Author : Danilo Corradini
Publisher : CRC Press
Page : 715 pages
File Size : 44,7 Mb
Release : 2016-04-19
Category : Science
ISBN : 9781420016949

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Handbook of HPLC by Danilo Corradini Pdf

High performance liquid chromatography (HPLC) is one of the most widespread analytical and preparative scale separation techniques used for both scientific investigations and industrial and biomedical analysis. Now in its second edition, this revised and updated version of the Handbook of HPLC examines the new advances made in this field since the