Skip to main content

State Estimation In Chemometrics

In Order to Read Online or Download State Estimation In Chemometrics Full eBooks in PDF, EPUB, Tuebl and Mobi you need to create a Free account. Get any books you like and read everywhere you want. Fast Download Speed ~ Commercial & Ad Free. We cannot guarantee that every book is in the library!

State Estimation in Chemometrics

State Estimation in Chemometrics Book
Author : Pierre C. Thijssen,Sillas Hadjiloucas
Publisher : Woodhead Publishing
Release : 2020-08-15
ISBN : 0081026226
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 Book
Author : P C Thijssen
Publisher : Elsevier
Release : 2008-02-28
ISBN : 085709937X
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 Book
Author : B.R. Kowalski
Publisher : Springer Science & Business Media
Release : 2013-04-17
ISBN : 9401710260
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 Book
Author : Matthias Otto
Publisher : John Wiley & Sons
Release : 2016-09-30
ISBN : 3527699384
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 Book
Author : Howard Mark,Jerome Workman
Publisher : Elsevier
Release : 2010-07-28
ISBN : 9780080548388
Language : En, Es, Fr & De

GET BOOK

Book Description :

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 Book
Author : R. E. Bruns,I. S. Scarminio,B. de Barros Neto
Publisher : Elsevier Science Limited
Release : 2006
ISBN : 044452181X
Language : En, Es, Fr & De

GET BOOK

Book Description :

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

System Identification

System Identification Book
Author : Pieter Eykhoff
Publisher :
Release : 1974-01-01
ISBN : 9780783795058
Language : En, Es, Fr & De

GET BOOK

Book Description :

Chemometrics based Spectroscopy for Pharmaceutical and Biomedical Analysis

Chemometrics based Spectroscopy for Pharmaceutical and Biomedical Analysis Book
Author : Hoang Vu Dang,Federico Marini
Publisher : Frontiers Media SA
Release : 2019-04-17
ISBN : 2889458458
Language : En, Es, Fr & De

GET BOOK

Book Description :

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.

Chemometrics

Chemometrics Book
Author : Bruce R. Kowalski
Publisher : Amer Chemical Society
Release : 1977
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

Chemometrics in Environmental Chemistry Statistical Methods

Chemometrics in Environmental Chemistry   Statistical Methods Book
Author : Jürgen Einax
Publisher : Springer
Release : 1995
ISBN : 9783540589419
Language : En, Es, Fr & De

GET BOOK

Book Description :

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.

Pattern Recognition Chemometrics and Imaging for Optical Environmental Monitoring

Pattern Recognition  Chemometrics  and Imaging for Optical Environmental Monitoring Book
Author : Society of Photo-optical Instrumentation Engineers,Air & Waste Management Association. Optical Sciences Division
Publisher : Society of Photo Optical
Release : 1999
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

This work presents a selection of papers dealing with various aspects of pattern recognition, chemometrics and imaging for optical environment monitoring.

Chemometrics Tutorials

Chemometrics Tutorials Book
Author : D.L. Massart,R.G. Brereton,R.E. Dessy,C.H. Spiegelman,P.K. Hopke,W. Wegscheider
Publisher : Elsevier Science Limited
Release : 1990-10-26
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

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.

Statistics and Chemometrics for Analytical Chemistry

Statistics and Chemometrics for Analytical Chemistry Book
Author : James N. Miller,Jane Charlotte Miller
Publisher : Pearson College Division
Release : 2000
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

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

Chemometrics Book
Author : Richard G. Brereton
Publisher : John Wiley & Sons
Release : 2003
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

Table of contents

Environmental Chemometrics

Environmental Chemometrics Book
Author : Grady Hanrahan
Publisher : CRC Press
Release : 2009
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

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.

Applied Chemometrics for Scientists

Applied Chemometrics for Scientists Book
Author : Richard G. Brereton
Publisher : John Wiley & Sons Incorporated
Release : 2007-04-02
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

The book introduces most of the basic tools of chemometrics including experimental design, signal analysis, statistical methods for analytical chemistry and multivariate methods. It then discusses a number of important applications including food chemistry, biological pattern recognition, reaction monitoring, optimisation of processes, medical applications. The book arises from a series of short articles that have been developed over four years on Chemweb (www.chemweb.com).

Chemometric Methods in Molecular Design Volume 2

Chemometric Methods in Molecular Design  Volume 2 Book
Author : Han van de Waterbeemd,Hendrik Timmerman,Raimund Mannhold,Povl Krogsgaard-Larsen
Publisher : Wiley-VCH
Release : 1995-02-22
ISBN :
Language : En, Es, Fr & De

GET BOOK

Book Description :

Edited by R. Mannhold, P. Krogsgaard-Larsen, H. Timmerman Chemometric Methods in Molecular Design Edited by Han van de Waterbeemd Volume 2 The statistical analysis of experimental and theoretical data lies at the heart of modern drug design. This practice-oriented handbook is a comprehensive account of modern chemometric methods in molecular design. It presents strategies for making more rational choices in the planning of syntheses, and describes techniques for analyzing biological and chemical data. Written by the world's experts, it provides in-depth information on molecular concepts experimental design in the planning of syntheses multivariate analysis of chemical and biological data statistical validation of QSAR results An additional benefit: the book contains a critical survey of commercially available software packages both for statistical analysis as well as for special applications. Industrial and academic researches in medicinal chemistry and organic chemistry will value this book as a useful source of information for their daily work. Also available: Advanced Computer-Assisted Techniques in Drug Discovery, edited by H. van de Waterbeemd.