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Factor Analysis in Chemistry

Author: Edmund R. Malinowski

Publisher: John Wiley & Sons

Published: 2002-03-07

Total Pages: 440

ISBN-13:

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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.

Book Synopsis Factor Analysis in Chemistry by : Edmund R. Malinowski

Download or read book Factor Analysis in Chemistry written by Edmund R. Malinowski and published by John Wiley & Sons. This book was released on 2002-03-07 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Factor Analysis in Chemistry

Author: Edmund R. Malinowski

Publisher: John Wiley & Sons

Published: 1980-05-13

Total Pages: 280

ISBN-13:

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Good,No Highlights,No Markup,all pages are intact, Slight Shelfwear,may have the corners slightly dented, may have slight color changes/slightly damaged spine.

Book Synopsis Factor Analysis in Chemistry by : Edmund R. Malinowski

Download or read book Factor Analysis in Chemistry written by Edmund R. Malinowski and published by John Wiley & Sons. This book was released on 1980-05-13 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: Good,No Highlights,No Markup,all pages are intact, Slight Shelfwear,may have the corners slightly dented, may have slight color changes/slightly damaged spine.

Factor Analysis in Chemistry

Author: Malinowski

Publisher:

Published: 2002-06-01

Total Pages:

ISBN-13: 9780471214861

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Book Synopsis Factor Analysis in Chemistry by : Malinowski

Download or read book Factor Analysis in Chemistry written by Malinowski and published by . This book was released on 2002-06-01 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Practical Data Analysis in Chemistry

Author: Marcel Maeder

Publisher: Elsevier

Published: 2007-08-10

Total Pages: 341

ISBN-13: 0080548830

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The majority of modern instruments are computerised and provide incredible amounts of data. Methods that take advantage of the flood of data are now available; importantly they do not emulate 'graph paper analyses' on the computer. Modern computational methods are able to give us insights into data, but analysis or data fitting in chemistry requires the quantitative understanding of chemical processes. The results of this analysis allows the modelling and prediction of processes under new conditions, therefore saving on extensive experimentation. Practical Data Analysis in Chemistry exemplifies every aspect of theory applicable to data analysis using a short program in a Matlab or Excel spreadsheet, enabling the reader to study the programs, play with them and observe what happens. Suitable data are generated for each example in short routines, this ensuring a clear understanding of the data structure. Chapter 2 includes a brief introduction to matrix algebra and its implementation in Matlab and Excel while Chapter 3 covers the theory required for the modelling of chemical processes. This is followed by an introduction to linear and non-linear least-squares fitting, each demonstrated with typical applications. Finally Chapter 5 comprises a collection of several methods for model-free data analyses. * Includes a solid introduction to the simulation of equilibrium processes and the simulation of complex kinetic processes.* Provides examples of routines that are easily adapted to the processes investigated by the reader* 'Model-based' analysis (linear and non-linear regression) and 'model-free' analysis are covered

Book Synopsis Practical Data Analysis in Chemistry by : Marcel Maeder

Download or read book Practical Data Analysis in Chemistry written by Marcel Maeder and published by Elsevier. This book was released on 2007-08-10 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The majority of modern instruments are computerised and provide incredible amounts of data. Methods that take advantage of the flood of data are now available; importantly they do not emulate 'graph paper analyses' on the computer. Modern computational methods are able to give us insights into data, but analysis or data fitting in chemistry requires the quantitative understanding of chemical processes. The results of this analysis allows the modelling and prediction of processes under new conditions, therefore saving on extensive experimentation. Practical Data Analysis in Chemistry exemplifies every aspect of theory applicable to data analysis using a short program in a Matlab or Excel spreadsheet, enabling the reader to study the programs, play with them and observe what happens. Suitable data are generated for each example in short routines, this ensuring a clear understanding of the data structure. Chapter 2 includes a brief introduction to matrix algebra and its implementation in Matlab and Excel while Chapter 3 covers the theory required for the modelling of chemical processes. This is followed by an introduction to linear and non-linear least-squares fitting, each demonstrated with typical applications. Finally Chapter 5 comprises a collection of several methods for model-free data analyses. * Includes a solid introduction to the simulation of equilibrium processes and the simulation of complex kinetic processes.* Provides examples of routines that are easily adapted to the processes investigated by the reader* 'Model-based' analysis (linear and non-linear regression) and 'model-free' analysis are covered

Statistical Methods in Social Science Research

Author: S P Mukherjee

Publisher: Springer

Published: 2018-10-05

Total Pages: 152

ISBN-13: 9811321469

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This book presents various recently developed and traditional statistical techniques, which are increasingly being applied in social science research. The social sciences cover diverse phenomena arising in society, the economy and the environment, some of which are too complex to allow concrete statements; some cannot be defined by direct observations or measurements; some are culture- (or region-) specific, while others are generic and common. Statistics, being a scientific method – as distinct from a ‘science’ related to any one type of phenomena – is used to make inductive inferences regarding various phenomena. The book addresses both qualitative and quantitative research (a combination of which is essential in social science research) and offers valuable supplementary reading at an advanced level for researchers.

Book Synopsis Statistical Methods in Social Science Research by : S P Mukherjee

Download or read book Statistical Methods in Social Science Research written by S P Mukherjee and published by Springer. This book was released on 2018-10-05 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents various recently developed and traditional statistical techniques, which are increasingly being applied in social science research. The social sciences cover diverse phenomena arising in society, the economy and the environment, some of which are too complex to allow concrete statements; some cannot be defined by direct observations or measurements; some are culture- (or region-) specific, while others are generic and common. Statistics, being a scientific method – as distinct from a ‘science’ related to any one type of phenomena – is used to make inductive inferences regarding various phenomena. The book addresses both qualitative and quantitative research (a combination of which is essential in social science research) and offers valuable supplementary reading at an advanced level for researchers.

The Application of Pattern Recognition and Factor Analysis to Chemistry

Author: Michael James Vandaveer

Publisher:

Published: 1980

Total Pages: 166

ISBN-13:

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Book Synopsis The Application of Pattern Recognition and Factor Analysis to Chemistry by : Michael James Vandaveer

Download or read book The Application of Pattern Recognition and Factor Analysis to Chemistry written by Michael James Vandaveer and published by . This book was released on 1980 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Application of Factor Analysis to Thermochromatography and Protonation Studies

Author: Marina Kudrjashova

Publisher:

Published: 2000

Total Pages: 160

ISBN-13: 9789985591697

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Book Synopsis Application of Factor Analysis to Thermochromatography and Protonation Studies by : Marina Kudrjashova

Download or read book Application of Factor Analysis to Thermochromatography and Protonation Studies written by Marina Kudrjashova and published by . This book was released on 2000 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Chemometrics

Author: B.R. Kowalski

Publisher: Springer Science & Business Media

Published: 2013-04-17

Total Pages: 492

ISBN-13: 9401710260

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At a time when computerized laboratory automation is producing a da ta explosion, chemists are turning to applied mathematics and statistics for the tools to extract useful chemical information from data. This rush to find applicable methods has lead to a somewhat confusing body of literature that represents a barrier to chemists wishing to learn more about chemometrics. The confusion results partly from the mixing of chemical notation and nomenclature with those of statistics, applied mathematics and engineering. Additionally, in the absence of collaboration with mathematicians, chemists have, at times, misused data analysis methodology and even reinvented methods that have seen years of service in other fields. The Chemometrics Society has worked hard to solve this problem since it was founded in 1974 with the goal of improving communications between the chemical sciences and applied mathe matics and statistics. The NATO Advanced Study Institute on Chemometrics is evidence of this fact as it was initiated in response to a call from its membership for advanced training in several areas of chemometrics. This Institute focused on current theory and application in the new field of Chemometrics: Use of mathematical and statistical methods, Ca) to design or select optimal measurement procedures and experiments; and Cb) to provide maximum chemical information by analyzing chemical data. The Institute had two formal themes and two informal themes.

Book Synopsis Chemometrics by : B.R. Kowalski

Download or read book Chemometrics written by B.R. Kowalski and published by Springer Science & Business Media. This book was released on 2013-04-17 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: At a time when computerized laboratory automation is producing a da ta explosion, chemists are turning to applied mathematics and statistics for the tools to extract useful chemical information from data. This rush to find applicable methods has lead to a somewhat confusing body of literature that represents a barrier to chemists wishing to learn more about chemometrics. The confusion results partly from the mixing of chemical notation and nomenclature with those of statistics, applied mathematics and engineering. Additionally, in the absence of collaboration with mathematicians, chemists have, at times, misused data analysis methodology and even reinvented methods that have seen years of service in other fields. The Chemometrics Society has worked hard to solve this problem since it was founded in 1974 with the goal of improving communications between the chemical sciences and applied mathe matics and statistics. The NATO Advanced Study Institute on Chemometrics is evidence of this fact as it was initiated in response to a call from its membership for advanced training in several areas of chemometrics. This Institute focused on current theory and application in the new field of Chemometrics: Use of mathematical and statistical methods, Ca) to design or select optimal measurement procedures and experiments; and Cb) to provide maximum chemical information by analyzing chemical data. The Institute had two formal themes and two informal themes.

Factor Analysis Applied to Water Chemistry Data

Author: Mary E. Thompson

Publisher:

Published: 1983

Total Pages: 0

ISBN-13:

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"Results of factor analysis applied to data for rivers, lakes, and precipitation chemistry are presented. The major factors affecting the chemistry of surface waters are sea salt (near the coast), chemical weathering, and acidic precipitation. Similarly, the major factors affecting precipitation chemistry are sea salt (near the coast), acidic precipitation, and continental dust"--Abstract.

Book Synopsis Factor Analysis Applied to Water Chemistry Data by : Mary E. Thompson

Download or read book Factor Analysis Applied to Water Chemistry Data written by Mary E. Thompson and published by . This book was released on 1983 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Results of factor analysis applied to data for rivers, lakes, and precipitation chemistry are presented. The major factors affecting the chemistry of surface waters are sea salt (near the coast), chemical weathering, and acidic precipitation. Similarly, the major factors affecting precipitation chemistry are sea salt (near the coast), acidic precipitation, and continental dust"--Abstract.

Chemometrics

Author: Muhammad A. Sharaf

Publisher: John Wiley & Sons

Published: 1986-03-28

Total Pages: 350

ISBN-13: 9780471831068

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Uses mathematical and statistical techniques to extract trends from chemical analysis. Introduces scientists to powerful new tools that will allow them to obtain massive amounts of data from computer-controlled instrumentation and then extract the information they need. Chapter sequence leads the reader through a sample analysis to resolution and pattern recognition. First introductory text on the relatively new field.

Book Synopsis Chemometrics by : Muhammad A. Sharaf

Download or read book Chemometrics written by Muhammad A. Sharaf and published by John Wiley & Sons. This book was released on 1986-03-28 with total page 350 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uses mathematical and statistical techniques to extract trends from chemical analysis. Introduces scientists to powerful new tools that will allow them to obtain massive amounts of data from computer-controlled instrumentation and then extract the information they need. Chapter sequence leads the reader through a sample analysis to resolution and pattern recognition. First introductory text on the relatively new field.