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Chemometrics With R

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Chemometrics With R

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Author : Ron Wehrens
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-01-20

Chemometrics With R written by Ron Wehrens and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-20 with Science categories.

"Chemometrics with R" offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a complete description of the general data analysis paradigm, from exploratory analysis to modeling to validation. Several more specific topics from the area of chemometrics are included in a special section. The corresponding R code is provided for all the examples in the book; scripts, functions and data are available in a separate, publicly available R package. For researchers working in the life sciences, the book can also serve as an easy-to-use primer on R.

Chemometrics With R

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Author : Ron Wehrens
language : en
Publisher: Springer Nature
Release Date : 2020-08-20

Chemometrics With R written by Ron Wehrens and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-20 with Medical categories.

This book offers readers an accessible introduction to the world of multivariate statistics in the life sciences, providing a comprehensive description of the general data analysis paradigm, from exploratory analysis (principal component analysis, self-organizing maps and clustering) to modeling (classification, regression) and validation (including variable selection). It also includes a special section discussing several more specific topics in the area of chemometrics, such as outlier detection, and biomarker identification. The corresponding R code is provided for all the examples in the book; and scripts, functions and data are available in a separate R package. This second revised edition features not only updates on many of the topics covered, but also several sections of new material (e.g., on handling missing values in PCA, multivariate process monitoring and batch correction).

Chemometrics With R

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Author : Ron Wehrens
language : en
Publisher: Springer
Release Date : 2020-08-21

Chemometrics With R written by Ron Wehrens and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-08-21 with Medical categories.

Introduction To Multivariate Statistical Analysis In Chemometrics

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Author : Kurt Varmuza
language : en
Publisher: CRC Press
Release Date : 2016-04-19

Introduction To Multivariate Statistical Analysis In Chemometrics written by Kurt Varmuza and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-04-19 with Mathematics categories.

Using formal descriptions, graphical illustrations, practical examples, and R software tools, Introduction to Multivariate Statistical Analysis in Chemometrics presents simple yet thorough explanations of the most important multivariate statistical methods for analyzing chemical data. It includes discussions of various statistical methods, such as

Chemometrics With R

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Author : Ron Wehrens
language : en
Publisher: Springer
Release Date : 2011-03-30

Chemometrics With R written by Ron Wehrens and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-03-30 with categories.

This accessible primer on multivariate statistics in the life sciences gives a full description of the general data analysis paradigm, from exploratory analysis to modeling to validation; covers other aspects of chemometrics; and supplies the relevant R code.

Chemometrics

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Author : Kenneth R. Beebe
language : en
Publisher: Wiley-Interscience
Release Date : 1998-03-31

Chemometrics written by Kenneth R. Beebe and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-03-31 with Science categories.

The six habits of an effective;

Chemometric Techniques For Quantitative Analysis

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Author : Richard Kramer
language : en
Publisher: CRC Press
Release Date : 1998-06-10

Chemometric Techniques For Quantitative Analysis written by Richard Kramer and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-06-10 with Mathematics categories.

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 instr

Chemometrics For Pattern Recognition

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Author : Richard G. Brereton
language : en
Publisher: John Wiley & Sons
Release Date : 2009-09-28

Chemometrics For Pattern Recognition 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 2009-09-28 with Science categories.

Over the past decade, pattern recognition has been one of the fastest growth points in chemometrics. This has been catalysed by the increase in capabilities of automated instruments such as LCMS, GCMS, and NMR, to name a few, to obtain large quantities of data, and, in parallel, the significant growth in applications especially in biomedical analytical chemical measurements of extracts from humans and animals, together with the increased capabilities of desktop computing. The interpretation of such multivariate datasets has required the application and development of new chemometric techniques such as pattern recognition, the focus of this work. Included within the text are: ‘Real world’ pattern recognition case studies from a wide variety of sources including biology, medicine, materials, pharmaceuticals, food, forensics and environmental science; Discussions of methods, many of which are also common in biology, biological analytical chemistry and machine learning; Common tools such as Partial Least Squares and Principal Components Analysis, as well as those that are rarely used in chemometrics such as Self Organising Maps and Support Vector Machines; Representation in full colour; Validation of models and hypothesis testing, and the underlying motivation of the methods, including how to avoid some common pitfalls. Relevant to active chemometricians and analytical scientists in industry, academia and government establishments as well as those involved in applying statistics and computational pattern recognition.

Chemometrics

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Author : Richard G. Brereton
language : en
Publisher: John Wiley & Sons
Release Date : 2003-07-25

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 2003-07-25 with Science categories.

This book is aimed at the large number of people who need to use chemometrics but do not wish to understand complex mathematics, therefore it offers a comprehensive examination of the field of chemometrics without overwhelming the reader with complex mathematics. * Includes five chapters that cover the basic principles of chemometrics analysis. * Provides two chapters on the use of Excel and MATLAB for chemometrics analysis. * Contains 70 worked problems so that readers can gain a practical understanding of the use of chemometrics.

Practical Guide To Chemometrics

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Author : Paul Gemperline
language : en
Publisher: CRC Press
Release Date : 2006-04-16

Practical Guide To Chemometrics written by Paul Gemperline and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-04-16 with Mathematics categories.

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

Chemometrics With R

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