Chemometrics Applied to Electrochemical Data PDF Download
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Author: Sherlan Guimarães Lemos
Publisher: Elsevier
ISBN: 9780443134784
Category : Technology & Engineering
Languages : en
Pages : 0
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Book Description
Chemometrics Applied to Electrochemical Data presents a broad and up-to-date view of the use of chemometric techniques in the treatment of electrochemical data. This book discusses the potential of the multivariate thinking and a more flexible approach to data modelling in the development of applications in electrochemistry and electroanalysis. The book provides an assessment of the published literature to contextualize the state-of-the-art of the association between chemometrics and electrochemistry, indicating the most common applications (cases of success) involving design of experiments and optimization, multivariate calibration, and pattern recognition, presenting the basic concepts of the chemometric techniques employed and the particularities of their use in electrochemical data. Through practical examples and theoretical discussions of electrochemistry and chemometrics, this book will be a comprehensive practical reference which aims to help chemometrics find its space within electrochemistry.
Author: Sherlan Guimarães Lemos
Publisher: Elsevier
ISBN: 9780443134784
Category : Technology & Engineering
Languages : en
Pages : 0
Get Book Here
Book Description
Chemometrics Applied to Electrochemical Data presents a broad and up-to-date view of the use of chemometric techniques in the treatment of electrochemical data. This book discusses the potential of the multivariate thinking and a more flexible approach to data modelling in the development of applications in electrochemistry and electroanalysis. The book provides an assessment of the published literature to contextualize the state-of-the-art of the association between chemometrics and electrochemistry, indicating the most common applications (cases of success) involving design of experiments and optimization, multivariate calibration, and pattern recognition, presenting the basic concepts of the chemometric techniques employed and the particularities of their use in electrochemical data. Through practical examples and theoretical discussions of electrochemistry and chemometrics, this book will be a comprehensive practical reference which aims to help chemometrics find its space within electrochemistry.
Author: José Manuel Díaz-Cruz
Publisher: Springer
ISBN: 3030213846
Category : Science
Languages : en
Pages : 202
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Book Description
This monograph covers the most relevant applications of chemometrics in electrochemistry with special emphasis on electroanalytical chemistry. It reviews the use of chemometric methods for exploratory data analysis, experimental design and optimization, calibration, model identification, and experts systems. The book also provides a brief introduction to the fundamentals of the main chemometric methods and offers examples of data treatment for calibration and model identification. Due to the comprehensive coverage, this book offers an invaluable resource for graduate and postgraduate students, as well as for researchers in academic and industrial laboratories working in the area of electroanalysis and electrochemical sensors.
Author: Alexey L. Pomerantsev
Publisher: Nova Publishers
ISBN: 9781594542572
Category : Chemometrics
Languages : en
Pages : 342
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Book Description
Chemometrics is the chemical discipline that uses mathematical, statistical and other methods employing formal logic: to design or select optimal measurement procedures and experiments, and -- to provide maximum relevant chemical information by analysing chemical data. Being conceived as a branch of analytical chemistry, chemometrics now is a general approach. It extracts relevant information out of measured data, regardless of their origin: chemical, physical, biological, etc. Chemometrics has been applied in different areas, and most successfully in multivariate calibration, pattern recognition, classification and discriminant analysis, multivariate modelling, and monitoring of processes. The main chemometric principle is a concept of hidden data structures that can be found using methods of multivariate data analysis. These are the well-known statistic tools such as partial least squares (PLS), soft independent modelling of class analogy (SIMCA), principal-component regression (PCR), wavelet analysis, and many others. Current activities of chemometricians fall into two main categories: (1) development of new methods for manipulating multivariate data and (2) new applications of the known chemometric techniques in different areas such as environment control, food industry, agriculture, medicine, and engineering.
Author: Paul Gemperline
Publisher: CRC Press
ISBN: 1420018302
Category : Mathematics
Languages : en
Pages : 552
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Book Description
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
Author: Jane C. Miller
Publisher: Ellis Horwood Limited
ISBN: 9780138454210
Category : Chemistry, Analytic
Languages : en
Pages : 227
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Book Description
Author: Margarita Stoytcheva
Publisher: BoD – Books on Demand
ISBN: 9535132156
Category : Science
Languages : en
Pages : 163
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Book Description
The present book Applications of Voltammetry is a collection of six chapters, organized in two sections. The first book section is dedicated to the application of mathematical methods, such as multivariate calibration coupled with voltammetric data and numeric simulation to solve quantitative electroanalytical problems. The second book section is devoted to the electron transfer kinetic studies and electroanalytical applications of the voltammetry, such as interfacial electron transfer of the haem group in human haemoglobin molecules, physisorbed on glass-/tin-doped indium oxide substrates, analysis of dyes and metal ions in trace concentrations and characterization of the antioxidant properties of wine and wine products, using a variety of voltammetric techniques and electrodes. The most recent trends and advances in voltammetry are professionally commented.
Author: Łukasz Komsta
Publisher: CRC Press
ISBN: 1498772544
Category : Science
Languages : en
Pages : 506
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Book Description
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: Alessandra Biancolillo
Publisher: Frontiers Media SA
ISBN: 2889762971
Category : Science
Languages : en
Pages : 157
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Book Description
Author: Steven Brown
Publisher: Elsevier
ISBN: 0444641661
Category : Science
Languages : en
Pages : 2948
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Book Description
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
Author:
Publisher: Elsevier
ISBN: 044452701X
Category : Science
Languages : en
Pages : 2880
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Book Description
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