State Estimation In Chemometrics

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State Estimation in Chemometrics

State Estimation in Chemometrics
  • Author : Pierre C. Thijssen,Sillas Hadjiloucas
  • Publisher :
  • Release Date :2020-08-15
  • Total pages :294
  • ISBN : 0081026226
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Summary : This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. State Estimation in Chemometrics, second edition describes the basic methods for chemical analysis—the multicomponent, calibration and titration systems—from a new perspective. It succinctly reviews the history of state estimation and chemometrics and provides examples of its many applications, including classical estimation, state estimation, nonlinear estimation, the multicomponent, calibration and titration systems and the Kalman filter. The concepts are introduced in a logical way and built up systematically to appeal to specialist post-graduates working in this area as well as professionals in other areas of chemistry and engineering. This new edition covers the latest research in chemometrics, appealing to readers in bio-engineering, food science, pharmacy, and the life sciences fostering cross-disciplinary research. Features a new chapter surveying the most up-to-date scientific literature on chemometrics, highlighting developments that have occurred since the first edition published Includes a new chapter devoted to new applications for state estimation in chemometrics Covers a new chapter entirely devoted to subspace identification methods Provides several new real-life examples of methods such as multiple modeling, principal component analysis, iterative target transformation factor analysis, and the generalized standard addition method

State Estimation in Chemometrics

State Estimation in Chemometrics
  • Author : P C Thijssen
  • Publisher :
  • Release Date :2008-02-28
  • Total pages :132
  • ISBN : 085709937X
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Summary : This unique text blends together state estimation and chemometrics for the application of advanced data-processing techniques. It further applies system theory in order to develop a modular framework to be implemented on computer for the development of simple intelligent analyzers. Short reviews on the history of state estimation and chemometrics are given, together with examples of the applications described, including classical estimation, state estimation, non-linear estimation, the multi-component, calibration and titration systems and the Kalman filter. The contents are very systematic and build the ideas up logically to appeal to specialist post-graduates working in this area, together with professionals in other areas of chemistry and engineering. Blends together state estimation and chemometrics for the application of advanced data-processing techniques Provides short reviews on the history of state estimation and chemometrics, together with examples of the applications described

Chemometrics

Chemometrics
  • Author : B.R. Kowalski
  • Publisher :
  • Release Date :2013-04-17
  • Total pages :485
  • ISBN : 9401710260
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Summary : At a time when computerized laboratory automation is producing a da ta explosion, chemists are turning to applied mathematics and statistics for the tools to extract useful chemical information from data. This rush to find applicable methods has lead to a somewhat confusing body of literature that represents a barrier to chemists wishing to learn more about chemometrics. The confusion results partly from the mixing of chemical notation and nomenclature with those of statistics, applied mathematics and engineering. Additionally, in the absence of collaboration with mathematicians, chemists have, at times, misused data analysis methodology and even reinvented methods that have seen years of service in other fields. The Chemometrics Society has worked hard to solve this problem since it was founded in 1974 with the goal of improving communications between the chemical sciences and applied mathe matics and statistics. The NATO Advanced Study Institute on Chemometrics is evidence of this fact as it was initiated in response to a call from its membership for advanced training in several areas of chemometrics. This Institute focused on current theory and application in the new field of Chemometrics: Use of mathematical and statistical methods, Ca) to design or select optimal measurement procedures and experiments; and Cb) to provide maximum chemical information by analyzing chemical data. The Institute had two formal themes and two informal themes.

Chemometrics

Chemometrics
  • Author : Matthias Otto
  • Publisher :
  • Release Date :2016-09-30
  • Total pages :400
  • ISBN : 3527699384
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Summary : 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.

Chemometrics in Spectroscopy

Chemometrics in Spectroscopy
  • Author : Howard Mark,Jerome Workman
  • Publisher :
  • Release Date :2010-07-28
  • Total pages :558
  • ISBN : 9780080548388
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Summary : 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

Statistical Design--chemometrics

Statistical Design--chemometrics
  • Author : R. E. Bruns,I. S. Scarminio,B. de Barros Neto
  • Publisher :
  • Release Date :2006
  • Total pages :412
  • ISBN : 044452181X
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Summary : Statistical Design-Chemometrics is applicable to researchers and professionals who wish to perform experiments in chemometrics and carry out analysis of the data in the most efficient way possible. The language is clear, direct and oriented towards real applications. The book provides 106 exercises with answers to accompany the study of theoretical principles. Forty two cases studies with real data are presented showing designs and the complete statistical analyses for problems in the areas chromatography, electroanalytical and electrochemistry, calibration, polymers, gas adsorption, semiconductors, food technology, biotechnology, photochemistry, catalysis, detergents and ceramics. These studies serve as a guide that the reader can use to perform correct data analyses. -Provides 42 case studies containing step-by-step descriptions of calculational procedures that can be applied to most real optimization problems -Contains 106 theoretical exercises to test individual learning and to provide classroom exercises and material for written tests and exams -Wrintten in a language that facilitates learning for physical and biological scientists and engineers -Takes a practical approach for those involved in industrial optimization problems

Handbook of Chemometrics and Qualimetrics

Handbook of Chemometrics and Qualimetrics
  • Author : N.A
  • Publisher :
  • Release Date :1997-12-12
  • Total pages :886
  • ISBN : 9780080551906
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Summary : Handbook of Chemometrics and Qualimetrics

System Identification

System Identification
  • Author : Pieter Eykhoff
  • Publisher :
  • Release Date :1974-01-01
  • Total pages :555
  • ISBN : 9780783795058
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Summary :

Chemometrics Tutorials II

Chemometrics Tutorials II
  • Author : Richard G. Brereton
  • Publisher :
  • Release Date :1992
  • Total pages :314
  • ISBN :
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Summary :

Chemometrics-based Spectroscopy for Pharmaceutical and Biomedical Analysis

Chemometrics-based Spectroscopy for Pharmaceutical and Biomedical Analysis
  • Author : Hoang Vu Dang,Federico Marini
  • Publisher :
  • Release Date :2019-04-17
  • Total pages :177
  • ISBN : 2889458458
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Summary : Chemometrics is the application of mathematics and statistics to chemical data in order to design or select optimal experimental procedures, to provide maximum relevant information, and to obtain knowledge about systems under study. This chemical discipline has constantly developed to become a mature field of Analytical Chemistry after its inception in the 1970s. The utility and versatility of chemometric techniques enable spectroscopists to perform multidimensional classification and/or calibration of spectral data that make identification and quantification of analytes in complex mixtures possible.Wavelets are mathematical functions that cut up data into different frequency components, and then study each component with a resolution matched to its scale. They are now being adapted for a vast number of signal processing due to their unprecedented success in terms of asymptotic optimality, spatial adaptivity and computational efficiency. In analytical chemistry, they have increasingly shown great applicability and have been preferred over existing signal processing algorithms in noise removal, resolution enhancement, data compression and chemometrics modeling in chemical studies.The aim of this Research Topic is to present state-of-the-art applications of chemometrics, in the field of spectroscopy, with special attention to the use of wavelet transform. Both reviews and original research articles on pharmaceutical and biomedical analysis are welcome in the specialty section Analytical Chemistry.

Comprehensive Chemometrics

Comprehensive Chemometrics
  • Author : Steven D. Brown
  • Publisher :
  • Release Date :2009-03-09
  • Total pages :2896
  • ISBN : 9780444527011
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Summary : 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

Chemometrics

Chemometrics
  • Author : Bruce R. Kowalski
  • Publisher :
  • Release Date :1977
  • Total pages :288
  • ISBN :
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Summary :

Chemometrics in Environmental Chemistry - Statistical Methods

Chemometrics in Environmental Chemistry - Statistical Methods
  • Author : Jürgen Einax
  • Publisher :
  • Release Date :1995
  • Total pages :334
  • ISBN : 9783540589419
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Summary : 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.

Chemometric Techniques for Quantitative Analysis

Chemometric Techniques for Quantitative Analysis
  • Author : Richard Kramer
  • Publisher :
  • Release Date :1998-06-10
  • Total pages :220
  • ISBN : 0824746384
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Summary : Chemometric Techniques for Quantitative Analysis shows how to produce and use quantitative analytical calibrations in a laboratory or production environment following a variety of methods, how to estimate the time and resources needed to develop analytical calibrations, and how to employ the quantitative software provided with a wide range of instruments and commercial software packages. Among several, this bestselling volume covers basic and classical approaches, component regression; PCR in action; partial least squares; PLS in action. An extensive appendix offers a glossary, a list of errors and tests for reduced Eigenvalues.

Pattern Recognition, Chemometrics, and Imaging for Optical Environmental Monitoring

Pattern Recognition, Chemometrics, and Imaging for Optical Environmental Monitoring
  • Author : Society of Photo-optical Instrumentation Engineers,Air & Waste Management Association. Optical Sciences Division
  • Publisher :
  • Release Date :1999
  • Total pages :142
  • ISBN :
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Summary : This work presents a selection of papers dealing with various aspects of pattern recognition, chemometrics and imaging for optical environment monitoring.

Statistics and Chemometrics for Analytical Chemistry

Statistics and Chemometrics for Analytical Chemistry
  • Author : James N. Miller,Jane Charlotte Miller
  • Publisher :
  • Release Date :2000
  • Total pages :271
  • ISBN :
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Summary : This popular textbook gives a clear and lucid account of the underlying principles of statistical methods. The fourth edition has been revised and updated to reflect the growing popularity of statistics and chemometric methods and new approaches in optimization and experimental design. The authors have also addressed the quality of analytical chemistry data and experimental results, an area of increasing concern to chemists testing the safety of food and medicines. This book will suit undergraduate, M.Sc. and graduate courses in Analytical Chemistry and related topics, and will also be valuable for researchers and chemists working in analytical chemistry everywhere.

Chemometrics Tutorials

Chemometrics Tutorials
  • Author : D.L. Massart,R.G. Brereton,R.E. Dessy,C.H. Spiegelman,P.K. Hopke,W. Wegscheider
  • Publisher :
  • Release Date :1990-10-26
  • Total pages :427
  • ISBN :
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Summary : The journal Chemometrics and Intelligent Laboratory Systems has a specific policy of publishing tutorial papers, (i.e. articles aiming to discuss and illustrate the application of chemometric and other techniques) solicited from leading experts in the varied disciplines relating to this subject. This book comprises reprints of tutorials from the first 5 volumes of this journal, covering the period from late 1986 to mid 1989. The authors of the papers include analytical, organic and environmental chemists, statisticians, pharmacologists, geologists, geochemists, computer scientists and biologists, which reflects the strong interdisciplinary communication. The papers have been reorganized into major themes, covering most of the main areas of chemometrics. This book is intended both as a personal reference text and as a useful background for courses in chemometrics and laboratory computing.

Current Engineering Practice

Current Engineering Practice
  • Author : N.A
  • Publisher :
  • Release Date :1986
  • Total pages :329
  • ISBN :
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Summary :

Chemometrics

Chemometrics
  • Author : Richard G. Brereton
  • Publisher :
  • Release Date :2003
  • Total pages :489
  • ISBN :
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Summary : Table of contents

Environmental Chemometrics

Environmental Chemometrics
  • Author : Grady Hanrahan
  • Publisher :
  • Release Date :2009
  • Total pages :292
  • ISBN :
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Summary : Multivariate, heterogeneous data has been traditionally analyzed using the 'one at a time' variable approach, often missing the main objective of discovering the relationships among multiple variables and samples. This title provides an introduction to chemometric methods used in environmental chemical analysis.