April 14, 2021

Download Ebook Free State Estimation In Chemometrics

State Estimation in Chemometrics

State Estimation in Chemometrics
Author : Pierre C. Thijssen,Sillas Hadjiloucas
Publisher : Woodhead Publishing
Release Date : 2020-08-15
Category : Science
Total pages :294
GET BOOK

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 : Elsevier
Release Date : 2008-02-28
Category : Science
Total pages :132
GET BOOK

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 : Springer Science & Business Media
Release Date : 2013-04-17
Category : Science
Total pages :485
GET BOOK

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 : John Wiley & Sons
Release Date : 2016-09-30
Category : Science
Total pages :400
GET BOOK

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 : Elsevier
Release Date : 2010-07-28
Category : Science
Total pages :558
GET BOOK

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 : Elsevier Science Limited
Release Date : 2006
Category : Mathematics
Total pages :412
GET BOOK

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

Comprehensive Chemometrics

Comprehensive Chemometrics
Author : Steven Brown
Publisher : Elsevier
Release Date : 2009-03-09
Category : Science
Total pages :2896
GET BOOK

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 in Spectroscopy

Chemometrics in Spectroscopy
Author : Howard Mark,Jerry Workman, Jr.
Publisher : Academic Press
Release Date : 2018-07-13
Category : Science
Total pages :1090
GET BOOK

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

System Identification

System Identification
Author : Pieter Eykhoff
Publisher : Unknown
Release Date : 1974-01-01
Category : Estimation theory
Total pages :555
GET BOOK

Chemometrics in Environmental Chemistry - Statistical Methods

Chemometrics in Environmental Chemistry - Statistical Methods
Author : Jürgen Einax
Publisher : Springer
Release Date : 1995
Category : Science
Total pages :334
GET BOOK

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
Author : Society of Photo-optical Instrumentation Engineers,Air & Waste Management Association. Optical Sciences Division
Publisher : Society of Photo Optical
Release Date : 1999
Category : Technology & Engineering
Total pages :142
GET BOOK

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

Chemometric Techniques for Quantitative Analysis

Chemometric Techniques for Quantitative Analysis
Author : Richard Kramer
Publisher : CRC Press
Release Date : 1998-06-10
Category : Science
Total pages :220
GET BOOK

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.

Chemometrics Tutorials II

Chemometrics Tutorials II
Author : Richard G. Brereton
Publisher : Unknown
Release Date : 1992
Category : Chemical laboratories
Total pages :314
GET BOOK

Environmental Chemometrics

Environmental Chemometrics
Author : Grady Hanrahan
Publisher : CRC Press
Release Date : 2009
Category : Mathematics
Total pages :292
GET BOOK

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.

Chemometrics

Chemometrics
Author : Richard G. Brereton
Publisher : John Wiley & Sons
Release Date : 2003
Category : Chemical processes
Total pages :489
GET BOOK

Table of contents