Chemometrics Tutorials Ii
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Chemometrics Tutorials Ii
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Author : Richard G. Brereton
language : en
Publisher:
Release Date : 1992
Chemometrics Tutorials Ii written by Richard G. Brereton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Chemical laboratories categories.
Chemometrics
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Author : Richard G. Brereton
language : en
Publisher: John Wiley & Sons
Release Date : 2018-05-29
Chemometrics written by Richard G. Brereton and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-05-29 with Science categories.
A new, full-color, completely updated edition of the key practical guide to chemometrics This new edition of this practical guide on chemometrics, emphasizes the principles and applications behind the main ideas in the field using numerical and graphical examples, which can then be applied to a wide variety of problems in chemistry, biology, chemical engineering, and allied disciplines. Presented in full color, it features expansion of the principal component analysis, classification, multivariate evolutionary signal and statistical distributions sections, and new case studies in metabolomics, as well as extensive updates throughout. Aimed at the large number of users of chemometrics, it includes extensive worked problems and chapters explaining how to analyze datasets, in addition to updated descriptions of how to apply Excel and Matlab for chemometrics. Chemometrics: Data Driven Extraction for Science, Second Edition offers chapters covering: experimental design, signal processing, pattern recognition, calibration, and evolutionary data. The pattern recognition chapter from the first edition is divided into two separate ones: Principal Component Analysis/Cluster Analysis, and Classification. It also includes new descriptions of Alternating Least Squares (ALS) and Iterative Target Transformation Factor Analysis (ITTFA). Updated descriptions of wavelets and Bayesian methods are included. Includes updated chapters of the classic chemometric methods (e.g. experimental design, signal processing, etc.) Introduces metabolomics-type examples alongside those from analytical chemistry Features problems at the end of each chapter to illustrate the broad applicability of the methods in different fields Supplemented with data sets and solutions to the problems on a dedicated website, www.booksupport.wiley.com Chemometrics: Data Driven Extraction for Science, Second Edition is recommended for post-graduate students of chemometrics as well as applied scientists (e.g. chemists, biochemists, engineers, statisticians) working in all areas of data analysis.
Chemometrics And Cheminformatics In Aquatic Toxicology
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Author : Kunal Roy
language : en
Publisher: John Wiley & Sons
Release Date : 2022-01-06
Chemometrics And Cheminformatics In Aquatic Toxicology written by Kunal Roy and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-06 with Science categories.
Das Buch Chemometrics and Cheminformatics in Aquatic Toxicology befasst sich mit den bestehenden und neu auftretenden Problemen der Verschmutzung der aquatischen Umwelt durch verschiedene metallische und organische Schadstoffe, insbesondere Industriechemikalien, Pharmazeutika, Kosmetika, Biozide, Nanomaterialien, Pestizide, Tenside, Farbstoffe und viele weitere. Es werden verschiedene chemometrische und cheminformatische Instrumente für Laien beschrieben mitsamt ihrer Anwendung auf die Analyse und Modellierung der Toxizitätsdaten von Chemikalien in Bezug auf unterschiedliche aquatische Organismen. Eine Reihe von Datenbanken zur aquatischen Toxizität sowie chemometrische Softwaretools und Webserver werden vorgestellt und praktische Beispiele für die Modellentwicklung gegeben, einschließlich der entsprechenden Abbildungen. Darüber hinaus enthält das Werk Fallstudien und Literaturberichte, um das Verständnis des Themas abzurunden. Außerdem lernen die Leserinnen und Leser Werkzeuge und Protokolle wie maschinelles Lernen, Data Mining sowie Methoden des QSAR-basierten und ligandenbasierten chemischen Designs kennen. Darüber hinaus bietet das Werk: * Eine umfassende Einführung in chemometrische und cheminformatische Instrumente und Techniken, insbesondere maschinelles Lernen und Data Mining * Eine Darstellung von Datenbanken zur aquatischen Toxizität, chemometrischen Softwaretools und Webservern * Praktische Beispiele und Fallstudien zur Verdeutlichung und Veranschaulichung der im Buch enthaltenen Konzepte * Eine kompakte Erläuterung der chemometrischen und cheminformatischen Instrumente sowie ihrer Anwendung auf die Analyse und Modellierung von Toxizitätsdaten Chemometrics and Cheminformatics in Aquatic Toxicology ist ideal für Forschende und Studierende der Chemie sowie der Umwelt- und Pharmawissenschaften und sollte auch in den Bibliotheken von Fachleuten in der chemischen Industrie sowie Aufsichtsbehörden, die sich mit Chemometrie beschäftigen, einen Platz finden.
Chemometrics In Environmental Chemistry Statistical Methods
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Author : Jürgen Einax
language : en
Publisher: Springer
Release Date : 2013-04-17
Chemometrics In Environmental Chemistry Statistical Methods written by Jürgen Einax and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-04-17 with Science categories.
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.
Chemometrics Tutorials
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Author : R.G. Brereton
language : en
Publisher:
Release Date : 1990-10-12
Chemometrics Tutorials written by R.G. Brereton and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990-10-12 with Science categories.
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.
Data Analysis For Hyphenated Techniques
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Author : E.J. Karjalainen
language : en
Publisher: Elsevier
Release Date : 1996-03-14
Data Analysis For Hyphenated Techniques written by E.J. Karjalainen and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-03-14 with Science categories.
Based on a concrete set of working MATLAB programs, the book begins with a short program of snippets describing basic principles and proceeds to a complete application program filling a central analytical need: obtaining pure spectra from the observed overlapping spectra, with standard deviations for thesolutions obtained.The strength of the book is the open nature of the programs. All programs can be read, tested and modified by the user. The mathematical principles needed for the proper treatment of experimental data are thoroughly described. The first part of the book describes how data iscollected, converted and prepared for the actual deconvolution. Practical working algorithms such as the Savitzky-Golay smoothing method are emphasized. The reader can see how searches in spectral libraries can be greatly speeded up by proper formulation of the calculation. Basic signal processing is described by illustrative examples.The main part of the book describes the deconvolution of overlapping chromatographic peaks. Principle component analysis is described and used as a useful tool. The main emphasis is a discussion of a deconvolution method, OSCAR (Optimization by Stepwise Constraining of Alternating Regression), developed by the authors. The results can be validated as OSCAR calculates confidence intervals for the spectra and elution curves.For users who do not want to enter the programs by hand a separate CD-ROM is available. It contains the programs and extensive sample data files. The CD-ROM has instructional multimedia showing step by step how the programs are used for the problems in the book. The MATLAB programs and datafiles can be directly run on Windows® and Macintosh® computers having a MATLAB interpreter.
Industrial Analysis With Vibrational Spectroscopy
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Author : Neil W Barnett
language : en
Publisher: Royal Society of Chemistry
Release Date : 2009-11-30
Industrial Analysis With Vibrational Spectroscopy written by Neil W Barnett and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-11-30 with Science categories.
Industrial Analysis with Vibrational Spectroscopy is an integrated work which emphasises the synergy and complementary nature of the techniques of infrared and Raman spectroscopy in industrial laboratories. The book is written in a pragmatic and straight-forward manner and is illustrated throughout with examples of real-world, everyday problems and applications. It provides a developed, realistic insight into industrial analysis with vibrational spectroscopy for both undergraduate and academic researcher, while additionally providing a straight-forward working tool of value to the industrial laboratory worker.
Chemometrics Tutorials
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Author :
language : en
Publisher:
Release Date : 1990
Chemometrics Tutorials written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with categories.
Analysis Of Contaminants In Edible Aquatic Resources
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Author : J. W. Kiceniuk
language : en
Publisher: VCH Publishers
Release Date : 1994
Analysis Of Contaminants In Edible Aquatic Resources written by J. W. Kiceniuk and has been published by VCH Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Cooking categories.
Technometrics
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Author :
language : en
Publisher:
Release Date : 1995
Technometrics written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with Experimental design categories.