Factor Analysis in Chemistry

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9780471134794: Factor Analysis in Chemistry

Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on standardizing the fundamentals of this emerging discipline, the Third Edition of Factor Analysis in Chemistry, the "bible" of factor analysis, proves a comprehensive handbook at a level that is consistent with the research and design of experiments today.

With the exception of updates, the introductory chapters remain unchanged. Chapter 6 has been edited to focus on evolutionary methods, including window factor analysis, transmutation, and DECRA. Selections on partial least squares and multimode analysis have been expanded and consolidated into two new chapters, 7 and 8. Some of the latest advances in a wide variety of fields, such as chromatography, NMR, biomedicine, environmental science, food, and fuels, are described in the applications chapters (chapters 9 through 12).

Other features of the book include:

  • Provides history of the discipline as well as theory, philosophy, and applications
  • Written for all readership levels: introductory, intermediate, and advanced
  • Explains complicated concepts in simple language without sacrificing mathematical rigor
  • Presents concepts and programs in a style that allows the user to develop programs in any computer language
  • Demonstrates the utility of various factor analytical techniques for solving practical problems in chemistry and related sciences
  • Showcases a unique presentation of partial least squares

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

From the Back Cover:

The fundamentals of the discipline, now complete with the latest experimental research and techniques

Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on standardizing the fundamentals of this emerging discipline, the Third Edition of Factor Analysis in Chemistry, the "bible" of factor analysis, proves a comprehensive handbook at a level that is consistent with the research and design of experiments today.

With the exception of updates, the introductory chapters remain unchanged. Chapter 6 has been edited to focus on evolutionary methods, including window factor analysis, transmutation, and DECRA. Selections on partial least squares and multimode analysis have been expanded and consolidated into two new chapters, 7 and 8. Some of the latest advances in a wide variety of fields, such as chromatography, NMR, biomedicine, environmental science, food, and fuels, are described in the applications chapters (chapters 9 through 12).

Other features of the text include:
* Provides history of the discipline as well as theory, philosophy, and applications
* Written for all readership levels: introductory, intermediate, and advanced
* Explains complicated concepts in simple language without sacrificing mathematical rigor
* Presents concepts and programs in a style that allows the user to develop programs in any computer language
* Demonstrates the utility of various factor analytical techniques for solving practical problems in chemistry and related sciences
* Showcases a unique presentation of partial least squares

Factor Analysis in Chemistry, Third Edition remains the premier reference in its field.

About the Author:

EDMUND R. MALINOWSKI, PhD, is Emeritus Professor of Chemistry at the Stevens Institute of Technology in Hoboken, New Jersey.

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

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Edmund R. Malinowski
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Descrizione libro Wiley, 2002. Hardcover. Condizione libro: New. Codice libro della libreria SONG0471134791

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Descrizione libro John Wiley and Sons Ltd, United States, 2002. Hardback. Condizione libro: New. 3rd Revised edition. Language: English . Brand New Book. Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on standardizing the fundamentals of this emerging discipline, the Third Edition of Factor Analysis in Chemistry, the bible of factor analysis, proves a comprehensive handbook at a level that is consistent with the research and design of experiments today. With the exception of updates, the introductory chapters remain unchanged. Chapter 6 has been edited to focus on evolutionary methods, including window factor analysis, transmutation, and DECRA. Selections on partial least squares and multimode analysis have been expanded and consolidated into two new chapters, 7 and 8. Some of the latest advances in a wide variety of fields, such as chromatography, NMR, biomedicine, environmental science, food, and fuels, are described in the applications chapters (chapters 9 through 12). Other features of the book include:* Provides history of the discipline as well as theory, philosophy, and applications* Written for all readership levels: introductory, intermediate, and advanced* Explains complicated concepts in simple language without sacrificing mathematical rigor* Presents concepts and programs in a style that allows the user to develop programs in any computer language* Demonstrates the utility of various factor analytical techniques for solving practical problems in chemistry and related sciences* Showcases a unique presentation of partial least squares. Codice libro della libreria AAH9780471134794

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Edmund R. Malinowski
Editore: John Wiley and Sons Ltd, United States (2002)
ISBN 10: 0471134791 ISBN 13: 9780471134794
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Descrizione libro John Wiley and Sons Ltd, United States, 2002. Hardback. Condizione libro: New. 3rd Revised edition. Language: English . Brand New Book. Factor analysis is a mathematical tool for examining a wide range of data sets, with applications especially important to the design of experiments (DOE), spectroscopy, chromatography, and chemometrics. Whereas the first two editions concentrated on standardizing the fundamentals of this emerging discipline, the Third Edition of Factor Analysis in Chemistry, the bible of factor analysis, proves a comprehensive handbook at a level that is consistent with the research and design of experiments today. With the exception of updates, the introductory chapters remain unchanged. Chapter 6 has been edited to focus on evolutionary methods, including window factor analysis, transmutation, and DECRA. Selections on partial least squares and multimode analysis have been expanded and consolidated into two new chapters, 7 and 8. Some of the latest advances in a wide variety of fields, such as chromatography, NMR, biomedicine, environmental science, food, and fuels, are described in the applications chapters (chapters 9 through 12). Other features of the book include:* Provides history of the discipline as well as theory, philosophy, and applications* Written for all readership levels: introductory, intermediate, and advanced* Explains complicated concepts in simple language without sacrificing mathematical rigor* Presents concepts and programs in a style that allows the user to develop programs in any computer language* Demonstrates the utility of various factor analytical techniques for solving practical problems in chemistry and related sciences* Showcases a unique presentation of partial least squares. Codice libro della libreria AAH9780471134794

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