Chemometrics in Environmental Chemistry - Statistical Methods

Chemometrics in Environmental Chemistry - Statistical Methods PDF

Author: Jürgen Einax

Publisher: Springer

Published: 2013-04-17

Total Pages: 343

ISBN-13: 3540491481

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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.

Environmental Chemometrics

Environmental Chemometrics PDF

Author: Grady Hanrahan

Publisher: CRC Press

Published: 2008-11-21

Total Pages: 316

ISBN-13: 1420067974

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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. Enter chemometrics, with its powerful tools for design, analysis, and data interpretation of complex environmental systems. Delineating

Chemometrics in Environmental Chemistry - Applications

Chemometrics in Environmental Chemistry - Applications PDF

Author: Jürgen Einax

Publisher: Springer

Published: 2013-06-29

Total Pages: 356

ISBN-13: 3540491503

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Pattern recognition and other chemometrical techniques are important tools in interpreting environmental data. This volume presents authoritatively state-of-the-art applications of measuring and handling environmental data. The chapters are written by leading experts.

Chemometrics in Environmental Chemistry - Statistical Methods

Chemometrics in Environmental Chemistry - Statistical Methods PDF

Author: Jürgen Einax

Publisher: Springer

Published: 2014-03-12

Total Pages: 334

ISBN-13: 9783662148846

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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.

Current Applications of Chemometrics

Current Applications of Chemometrics PDF

Author: Mohammadreza Khanmohammadi

Publisher: Nova Science Publishers

Published: 2014-12

Total Pages: 0

ISBN-13: 9781634631174

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Known as a scientific domain in which the scientist would try to extract information from chemical systems by data-driven means, Chemometrics is a fast spreading field, being applied to solve both descriptive and predictive problems in experimental life sciences, especially in chemistry. It is defined as a highly interfacial discipline, which employs multivariate statistics, applied mathematics, and computer science via using methods frequently employed in core data-analytic, in order to address problems in chemistry, biochemistry, medicine, biology and chemical engineering. Initiated by analysts, now the discipline is widened by other chemistry discipline researches and even those from medical and biological areas. Chemometric techniques are particularly heavily used in analytical chemistry and metabolomics, and the theoretical development of chemometric methods of analysis also continues to advance the state of the art in analytical instrumentation and methodology improvements. It is an application driven discipline, and thus while the standard chemometric methodologies are very widely used industrially, academic groups are dedicated to the continued development of chemometric theory, method and application development.

Multi-way Analysis

Multi-way Analysis PDF

Author: Age Smilde

Publisher: John Wiley & Sons

Published: 2005-06-10

Total Pages: 396

ISBN-13: 0470012102

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This book is an introduction to the field of multi-way analysis for chemists and chemometricians. Its emphasis is on the ideas behind the method and its pratical applications. Sufficient mathematical background is given to provide a solid understanding of the ideas behind the method. There are currently no other books on the market which deal with this method from the viewpoint of its applications in chemistry. Applicable in many areas of chemistry. No comparable volume currently available. The field is becoming increasingly important.

Chemometrics

Chemometrics PDF

Author: Aderval S. Luna

Publisher: Nova Science Publishers

Published: 2017

Total Pages: 0

ISBN-13: 9781536105186

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This book offers an accessible introduction to application-oriented multivariate methods of data analysis and procedures that are highly beneficial to solving a variety of problems by using analytical chemistry and statistics. It presents a diverse selection of topics that include experimental designs applied for the optimisation of liquid chromatographic and capillary electrophoresis, variable selection in chemical data, calibration of the first order: data, algorithms, and analytical applications, characterisation of polyphenols from natural products using separation techniques coupled with chemometrics, detection of malignant tumors using FT-IR spectroscopy combined with chemometrics, guidelines in synthesis of new anticancer compounds, direct analysis of solid samples by spectroscopy and chromatographic techniques, application of data fusion in different levels with examples, and analysis of pharmaceutical and food products by various analytical techniques. This book helps thereader embrace the growing role of chemometrics in some of the latest research trends, such as characterisation of polyphenolic compounds in natural, pharmaceutical, and food products in analytical problems, such as classification and quantification using the multivariate calibration of the second order. This book also identifies several areas for future development and applications. The chapters are written by leading experts. Chemometrics: Methods, Applications, and New Research offers a reliable source of useful information in a style that is accessible to all levels of students, professionals, and researchers involved in analysing scientific data.