Applications Of Multivariate Calibration Models And Factor Analysis To Spectroscopic Data

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Fundamentals and Analytical Applications of Multiway Calibration

Author :
Publisher : Elsevier
ISBN 13 : 0444635378
Total Pages : 612 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Fundamentals and Analytical Applications of Multiway Calibration by :

Download or read book Fundamentals and Analytical Applications of Multiway Calibration written by and published by Elsevier. This book was released on 2015-08-10 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals and Analytical Applications of Multi-Way Calibration presents researchers with a set of effective tools they can use to obtain the maximum information from instrumental data. It includes the most advanced techniques, methods, and algorithms related to multi-way calibration and the ways they can be applied to solve actual analytical problems. This book provides a comprehensive coverage of the main aspects of multi-way analysis, including fundamentals and selected applications of chemometrics that can resolve complex analytical chemistry problems through the use of multi-way calibration. Includes the most advanced techniques, methods, and algorithms related to multi-way calibration and the ways they can be applied to solve actual analytical problems Presents researchers with a set of effective tools they can use to obtain the maximum information from instrumental data Provides comprehensive coverage of the main aspects of multi-way analysis, including fundamentals and selected applications of chemometrics

Fundamentals and Applications of Multiway Data Analysis

Author : Alejandro Olivieri
Publisher : Elsevier
ISBN 13 : 0443132623
Total Pages : 710 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Fundamentals and Applications of Multiway Data Analysis by : Alejandro Olivieri

Download or read book Fundamentals and Applications of Multiway Data Analysis written by Alejandro Olivieri and published by Elsevier. This book was released on 2024-01-19 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals and Applications of Multiway Data Analysis provides comprehensive coverage of the main aspects of multiway analysis, including selected applications that can resolve complex analytical chemistry problems. This book follows on from Fundamentals and Analytical Applications of Multiway Calibration, (2015) by addressing new theoretical analysis and applications on subjects beyond multiway calibration and devoted to the analysis of multiway data for other purposes. Specifically, this new volume presents researchers a set of effective tools they can use to obtain the maximum information from instrumental data. This book includes the most advanced techniques, methods and algorithms related to multiway modelling for solving calibration and classification tasks, and the way they can be applied. This book collects contributions from a selected number of well-known and active chemometric research groups across the world, each covering one or more subjects where their expertise is recognized and appreciated. - Includes chapters written by renowned international authors, all currently active in the subject field - Presents coverage of all the main aspects of multi-way analytical data analysis, concerning the two main areas of interest: data generation and algorithmic models for data processing - Provides up-to-date material with reference to current literature on the subject

A User-friendly Guide to Multivariate Calibration and Classification

Author : Tormod Næs
Publisher : Nir Publications
ISBN 13 : 9780952866626
Total Pages : 0 pages
Book Rating : 4.8/5 (666 download)

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Book Synopsis A User-friendly Guide to Multivariate Calibration and Classification by : Tormod Næs

Download or read book A User-friendly Guide to Multivariate Calibration and Classification written by Tormod Næs and published by Nir Publications. This book was released on 2002 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Concise Handbook Of Analytical Spectroscopy, The: Theory, Applications, And Reference Materials (In 5 Volumes)

Author : Jerome (Jerry) James Workman, Jr
Publisher : World Scientific
ISBN 13 : 9814508071
Total Pages : 1824 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Concise Handbook Of Analytical Spectroscopy, The: Theory, Applications, And Reference Materials (In 5 Volumes) by : Jerome (Jerry) James Workman, Jr

Download or read book Concise Handbook Of Analytical Spectroscopy, The: Theory, Applications, And Reference Materials (In 5 Volumes) written by Jerome (Jerry) James Workman, Jr and published by World Scientific. This book was released on 2016-06-17 with total page 1824 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of improving the use of electromagnetic energy to achieve a variety of qualitative and quantitative spectroscopic measurements on solid and liquid materials has been proliferating at a rapid rate. The use of such technologies to measure chemical composition, appearance, for classification, and to achieve detailed understanding of material interactions has prompted a dramatic expansion in the use and development of spectroscopic techniques over a variety of academic and commercial fields.The Concise Handbook of Analytical Spectroscopy is integrated into 5 volumes, each covering the theory, instrumentation, sampling methods, experimental design, and data analysis techniques, as well as essential reference tables, figures, and spectra for each spectroscopic region. The detailed practical aspects of applying spectroscopic tools for many of the most exciting and current applications are covered. Featured applications include: medical, biomedical, optical, physics, common commercial analysis methods, spectroscopic quantitative and qualitative techniques, and advanced methods.This multi-volume handbook is designed specifically as a reference tool for students, commercial development and quality scientists, and researchers or technologists in a variety of measurement endeavours.Number of Illustrations and Tables: 393 b/w illus., 304 colour illus, 413 tables.Related Link(s)

Comprehensive Chemometrics

Author : Steven Brown
Publisher : Elsevier
ISBN 13 : 0444641661
Total Pages : 2948 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Comprehensive Chemometrics by : Steven Brown

Download or read book Comprehensive Chemometrics written by Steven Brown and published by Elsevier. This book was released on 2020-05-26 with total page 2948 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive Chemometrics, Second Edition, Four Volume Set 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

Proceedings of the ... Symposium on Plasma Processing

Author :
Publisher :
ISBN 13 :
Total Pages : 680 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Proceedings of the ... Symposium on Plasma Processing by :

Download or read book Proceedings of the ... Symposium on Plasma Processing written by and published by . This book was released on 1992 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Chemometric Methods in Analytical Spectroscopy Technology

Author : Xiaoli Chu
Publisher : Springer Nature
ISBN 13 : 981191625X
Total Pages : 596 pages
Book Rating : 4.8/5 (119 download)

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Book Synopsis Chemometric Methods in Analytical Spectroscopy Technology by : Xiaoli Chu

Download or read book Chemometric Methods in Analytical Spectroscopy Technology written by Xiaoli Chu and published by Springer Nature. This book was released on 2022-05-23 with total page 596 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book discusses chemometric methods for spectroscopy analysis including NIR, MIR, Raman, NMR, and LIBS, from the perspective of practical applied spectroscopy. It covers all aspects of chemometrics associated with analytical spectroscopy, including representative sample selection algorithm, outlier detection algorithm, model updating and maintenance algorithm and strategy and calibration performance evaluation methods.To provide a systematic and comprehensive overview the latest progress of chemometric methods including recent scientific research and practical applications are presented. In addition the book also highlights the improvement of classical algorithms and the extension of common strategies. It is therefore useful as a reference book for researchers engaged in analytical spectroscopy technology, chemometrics, analytical instruments and other related fields.

Chemometrics in Spectroscopy

Author : Howard Mark
Publisher : Academic Press
ISBN 13 : 0128053305
Total Pages : 1092 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis Chemometrics in Spectroscopy by : Howard Mark

Download or read book Chemometrics in Spectroscopy written by Howard Mark and published by Academic Press. This book was released on 2018-07-13 with total page 1092 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics in Spectroscopy, Second Edition, provides the reader with the methodology crucial to apply chemometrics to real world data. It allows scientists using spectroscopic instruments to find explanations and solutions to their problems when they are confronted with unexpected and unexplained results. Unlike other books on these topics, it explains the root causes of the phenomena that lead to these results. While books on NIR spectroscopy sometimes cover basic chemometrics, they do not mention many of the advanced topics this book discusses. In addition, traditional chemometrics books do not cover spectroscopy to the point of understanding the basis for the underlying phenomena. The second edition has been expanded with 50% more content covering advances in the field that have occurred in the last 10 years, including calibration transfer, units of measure in spectroscopy, principal components, clinical data reporting, classical least squares, regression models, spectral transfer, and more. - Written in the column format of the authors' online magazine - Presents topical and important chapters for those involved in analysis work, both research and routine - Focuses on practical issues in the implementation of chemometrics for NIR Spectroscopy - Includes a companion website with 350 additional color figures that illustrate CLS concepts

Comprehensive Chemometrics

Author :
Publisher : Elsevier
ISBN 13 : 044452701X
Total Pages : 2880 pages
Book Rating : 4.4/5 (445 download)

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Book Synopsis Comprehensive Chemometrics by :

Download or read book Comprehensive Chemometrics written by and published by Elsevier. This book was released on 2009-03-09 with total page 2880 pages. Available in PDF, EPUB and Kindle. Book excerpt: Designed to serve as the first point of reference on the subject, Comprehensive Chemometrics presents an integrated summary of the present state of chemical and biochemical data analysis and manipulation. The work covers all major areas ranging from statistics to data acquisition, analysis, and applications. This major reference work provides broad-ranging, validated summaries of the major topics in chemometrics—with chapter introductions and advanced reviews for each area. The level of material is appropriate for graduate students as well as active researchers seeking a ready reference on obtaining and analyzing scientific data. Features the contributions of leading experts from 21 countries, under the guidance of the Editors-in-Chief and a team of specialist Section Editors: L. Buydens; D. Coomans; P. Van Espen; A. De Juan; J.H. Kalivas; B.K. Lavine; R. Leardi; R. Phan-Tan-Luu; L.A. Sarabia; and J. Trygg Examines the merits and limitations of each technique through practical examples and extensive visuals: 368 tables and more than 1,300 illustrations (750 in full color) Integrates coverage of chemical and biological methods, allowing readers to consider and test a range of techniques Consists of 2,200 pages and more than 90 review articles, making it the most comprehensive work of its kind Offers print and online purchase options, the latter of which delivers flexibility, accessibility, and usability through the search tools and other productivity-enhancing features of ScienceDirect

Practical Guide To Chemometrics

Author : Paul Gemperline
Publisher : CRC Press
ISBN 13 : 1420018302
Total Pages : 555 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Practical Guide To Chemometrics by : Paul Gemperline

Download or read book Practical Guide To Chemometrics written by Paul Gemperline and published by CRC Press. This book was released on 2006-04-16 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Handbook of Green Analytical Chemistry

Author : Miguel de la Guardia
Publisher : John Wiley & Sons
ISBN 13 : 0470972017
Total Pages : 569 pages
Book Rating : 4.4/5 (79 download)

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Book Synopsis Handbook of Green Analytical Chemistry by : Miguel de la Guardia

Download or read book Handbook of Green Analytical Chemistry written by Miguel de la Guardia and published by John Wiley & Sons. This book was released on 2012-04-23 with total page 569 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emerging field of green analytical chemistry is concerned with the development of analytical procedures that minimize consumption of hazardous reagents and solvents, and maximize safety for operators and the environment. In recent years there have been significant developments in methodological and technological tools to prevent and reduce the deleterious effects of analytical activities; key strategies include recycling, replacement, reduction and detoxification of reagents and solvents. The Handbook of Green Analytical Chemistry provides a comprehensive overview of the present state and recent developments in green chemical analysis. A series of detailed chapters, written by international specialists in the field, discuss the fundamental principles of green analytical chemistry and present a catalogue of tools for developing environmentally friendly analytical techniques. Topics covered include: Concepts: Fundamental principles, education, laboratory experiments and publication in green analytical chemistry. The Analytical Process: Green sampling techniques and sample preparation, direct analysis of samples, green methods for capillary electrophoresis, chromatography, atomic spectroscopy, solid phase molecular spectroscopy, derivative molecular spectroscopy and electroanalytical methods. Strategies: Energy saving, automation, miniaturization and photocatalytic treatment of laboratory wastes. Fields of Application: Green bioanalytical chemistry, biodiagnostics, environmental analysis and industrial analysis. This advanced handbook is a practical resource for experienced analytical chemists who are interested in implementing green approaches in their work.

Applications of Vibrational Spectroscopy in Food Science, 2 Volume Set

Author : Eunice Li-Chan
Publisher : John Wiley & Sons
ISBN 13 : 0470742992
Total Pages : 753 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis Applications of Vibrational Spectroscopy in Food Science, 2 Volume Set by : Eunice Li-Chan

Download or read book Applications of Vibrational Spectroscopy in Food Science, 2 Volume Set written by Eunice Li-Chan and published by John Wiley & Sons. This book was released on 2010-11-01 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bringing several disparate aspects of food science and analysis together in one place, Applications of Vibrational Spectroscopy to Food Science provides a comprehensive, state-of the-art text presenting the fundamentals of the methodology, as well as underlying current areas of research in food science analysis. All of the major spectroscopic techniques are also covered – showing how each one can be used beneficially and in a complementary approach for certain applications. Case studies illustrate the many applications in vibrational spectroscopy to the analysis of foodstuffs.

Multi- and Megavariate Data Analysis Basic Principles and Applications

Author : L. Eriksson
Publisher : Umetrics Academy
ISBN 13 : 9197373052
Total Pages : 509 pages
Book Rating : 4.1/5 (973 download)

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Book Synopsis Multi- and Megavariate Data Analysis Basic Principles and Applications by : L. Eriksson

Download or read book Multi- and Megavariate Data Analysis Basic Principles and Applications written by L. Eriksson and published by Umetrics Academy. This book was released on 2013-07-01 with total page 509 pages. Available in PDF, EPUB and Kindle. Book excerpt: To understand the world around us, as well as ourselves, we need to measure many things, many variables, many properties of the systems and processes we investigate. Hence, data collected in science, technology, and almost everywhere else are multivariate, a data table with multiple variables measured on multiple observations (cases, samples, items, process time points, experiments). This book describes a remarkably simple minimalistic and practical approach to the analysis of data tables (multivariate data). The approach is based on projection methods, which are PCA (principal components analysis), and PLS (projection to latent structures) and the book shows how this works in science and technology for a wide variety of applications. In particular, it is shown how the great information content in well collected multivariate data can be expressed in terms of simple but illuminating plots, facilitating the understanding and interpretation of the data. The projection approach applies to a variety of data-analytical objectives, i.e., (i) summarizing and visualizing a data set, (ii) multivariate classification and discriminant analysis, and (iii) finding quantitative relationships among the variables. This works with any shape of data table, with many or few variables (columns), many or few observations (rows), and complete or incomplete data tables (missing data). In particular, projections handle data matrices with more variables than observations very well, and the data can be noisy and highly collinear. Authors: The five authors are all connected to the Umetrics company (www.umetrics.com) which has developed and sold software for multivariate analysis since 1987, as well as supports customers with training and consultations. Umetrics' customers include most large and medium sized companies in the pharmaceutical, biopharm, chemical, and semiconductor sectors.

Novel Applications of Chemometrics in Analytical Chemistry and Chemical Process Industry

Author : Alessandra Biancolillo
Publisher : Frontiers Media SA
ISBN 13 : 2889762971
Total Pages : 157 pages
Book Rating : 4.8/5 (897 download)

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Book Synopsis Novel Applications of Chemometrics in Analytical Chemistry and Chemical Process Industry by : Alessandra Biancolillo

Download or read book Novel Applications of Chemometrics in Analytical Chemistry and Chemical Process Industry written by Alessandra Biancolillo and published by Frontiers Media SA. This book was released on 2022-06-01 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Chemometrics in Environmental Chemistry - Statistical Methods

Author : Jürgen Einax
Publisher : Springer
ISBN 13 : 3540491481
Total Pages : 343 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Chemometrics in Environmental Chemistry - Statistical Methods by : Jürgen Einax

Download or read book Chemometrics in Environmental Chemistry - Statistical Methods written by Jürgen Einax and published by Springer. This book was released on 2013-04-17 with total page 343 pages. Available in PDF, EPUB and Kindle. Book excerpt: Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art procedures for measuring and handling environmental data. The chapters are written by leading experts.

Computer-Aided Applications in Pharmaceutical Technology

Author : Jelena Duris
Publisher : Elsevier
ISBN 13 : 0443186561
Total Pages : 340 pages
Book Rating : 4.4/5 (431 download)

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Book Synopsis Computer-Aided Applications in Pharmaceutical Technology by : Jelena Duris

Download or read book Computer-Aided Applications in Pharmaceutical Technology written by Jelena Duris and published by Elsevier. This book was released on 2023-09-07 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer-Aided Applications in Pharmaceutical Technology: Delivery Systems, Dosage Forms, and Pharmaceutical Unit Operations, Second Edition covers the fundamentals of experimental design application and interpretation in pharmaceutical technology, chemometric methods with an emphasis on their applications in process control, neural computing, data science, computer-aided biopharmaceutical characterization, as well as the application of computational fluid dynamics in pharmaceutical technology. Completely updated, the book introduces the theory and practice of computational tools through new case studies. Chapters cover Quality by Design in pharmaceutical development, overview data mining methodologies, present computer-aided formulation development, cover experimental design applications, and much more. - Presents a comprehensive review of the current state of the art on various computer-aided applications in pharmaceutical technology - Includes case studies to facilitate understanding of various concepts in computer-aided applications - Covers applications such as the development of dosage forms and/or delivery systems, pharmaceutical unit operations, and relevant physiologically based pharmacokinetic simulations

Plastics Additives

Author : J.C.J. Bart
Publisher : IOS Press
ISBN 13 : 1607501228
Total Pages : 824 pages
Book Rating : 4.6/5 (75 download)

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Book Synopsis Plastics Additives by : J.C.J. Bart

Download or read book Plastics Additives written by J.C.J. Bart and published by IOS Press. This book was released on 2006-03-15 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Cover-to-cover reading of Plastics Additives, Advanced Industrial Analysis, is recommended for both professional analysts and plastics technologists. Professor Bart’s prose style is easy to read. A professional background in analytical chemistry is not assumed. Particularly valuable is the trove of good advice as to which approach might be best in a given situation. Every department with a serious interest in additive / property relations should invest in a copy.” -- PMAD Newsletter. This industrially relevant and up-to-date resource deals with all established and emerging analytical methods for in-polymer additive analysis of plastics formulations. Quality assurance and industrial troubleshooting all benefit from direct analysis modes. Plastics Additives comprises detailed coverage of solid-state spectroscopy, thermal analysis and pyrolysis, laser techniques, surface studies and microanalysis along with process analytics, quantitative analysis and modern method development and validation applied to additives in polymers. The book is organised for quick and easy reference and is extensively illustrated with over 200 figures, 300 flow diagrams and tables to facilitate rapid understanding of this topic, and it contains 4000 references. Emphasis is on understanding (principles and characteristics) and industrial applicability.