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Chemometrics in Spectroscopy
 
 
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Chemometrics in Spectroscopy [Hardcover]

Howard Mark (Author), Jerry Workman (Author)

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Book Description

012374024X 978-0123740243 August 16, 2007 1
Chemometrics in Spectroscopy builds upon the statistical information covered in other books written by these leading authors in the field by providing a broader range of mathematics and progressing into the fundamentals of multivariate and experimental data analysis. Subjects covered in this work include: matrix algebra, analytic geometry, experimental design, calibration regression, linearity, design of collaborative laboratory studies, comparing analytical methods, noise analysis, use of derivatives, analytical accuracy, analysis of variance, and much more are all part of this chemometrics compendium. Developed in the form of a tutorial offering a basic hands-on approach to chemometric and statistical analysis for analytical scientists, experimentalists, and spectroscopists. Without using complicated mathematics, Chemometrics in Spectroscopy demonstrates the basic principles underlying the use of common experimental, chemometric, and statistical tools. Emphasis has been given to problem-solving applications and the proper use and interpretation of data used for scientific research.

* Offers basic hands-on approach to chemometric and statistical analysis for analytical scientists, experimentalists, and spectroscopists.
* Useful for analysts in their daily problem solving, as well as detailed insights into subjects often considered difficult to thoroughly grasp by non-specialists.
* Provides mathematical proofs and derivations for the student or rigorously-minded specialist

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About the Author

Howard Mark is President of Mark Electronics, Suffern, New York. He was previously affiliated as a Senior Scientist at Technicon Instrument Corp. in Tarry town, New York. He holds a B.S. degree from City College of New York, an M.A. from City University of New York, and a PhD from New York University. His professional interests include instrument development, especially for spectroscopy; statistical and chemometric data analysis; and Custom software development, especially for implementation of data analysis algorithms. He received the 2003 Eastern Analytical Symposium Award for Achievement in Near Infrared Spectroscopy. He holds 6 U.S patents and has published 2 books and numerous book chapters. He has acted as Associate editor for the Handbook of Vibrational Spectroscopy, Wiley (2001). He has served as Past president of Council for Near-Infrared Spectroscopy (CNIRS), Treasurer of the New York section of the Society for Applied Spectroscopy, and as Past Chair of the New York section of the Society for Applied Spectroscopy. In addition he acts as Contributing editor and member of the Editorial Advisory Board of Spectroscopy. He has published over 150 peer-reviewed papers dealing with design and development of scientific instrumentation, new concepts in computerized instrumentation and data analysis.

Jerome (Jerry) J. Workman, Jr. is the Director of Research, Technology & Applications Development in the Department of Molecular Spectroscopy & Microanalysis at the Thermo Electron Corporation. He was formerly Chief Technical Officer and Vice President of Research & Engineering at Argose Inc. In his career, his focus has been on molecular spectroscopy, including near infrared, infrared, ultraviolet-visible, and Raman, process analysis and chemometrics. He received the B. A. degree in natural sciences and M. A. degree in biological sciences and genetics from Saint Mary's University of Minnesota, the Ph.D. degree in biological chemistry from Columbia Pacific University, and is a graduate of the Columbia University Graduate School of Business. In 2002 he was the recipient of the Eastern Analytical Symposium Award for Outstanding Achievements in the Field of Near Infrared Spectroscopy, the ASTM International Award of Merit, and IBC International Scientist of the Year. He is a Fellow of the American Institute of Chemists, the American Society for Testing and Materials International, and the Royal Society of Chemistry (U.K.). He is also a Chartered Chemist (CChem) of the Royal Society of Chemistry (England) and a Chartered Scientist of the Science Council (Europe). He has served as Chair of the Industrial Advisory Board for the Center for Process Analytical Chemistry (CPAC) at the Univ. of Washington; and has been Chairman of the ASTM Main Committee E13 on Molecular Spectroscopy and Chromatography since 2000. He serves on the U.S. National Academies NRC Panel for assessment of NIST programs. He has published 8 text volumes, several hundred scientific papers, 4 commercial software programs, and multiple U.S. and international patents.


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Jerome (Jerry) J. Workman, Jr. is Executive Vice President of Research & Engineering for Unity Scientific, LLC; Adjunct Professor of Biomedical Statistics and Clinical Virology at the United States National University, CA; Adjunct Professor of Biology at Liberty University, VA; and Principal at Biotechnology Business Associates (www.bbaoc.com). He was formerly Vice President of Technology Research for Masimo Corporation; Director of Research, Technology & Applications Development for Molecular Spectroscopy & Microanalysis for ThermoFisher Scientific; Chief Technical Officer and Vice President of Research & Engineering at Argose Inc.; Senior Research Fellow at Kimberly-Clark Analytical Science & Technology; and Principal Scientist at Perkin-Elmer. His recent research focus has been on analytical laboratory, process, and medical device development using biosensors, fluorescence, and molecular spectroscopy. His long term research and development work has included technologies such as: near infrared, infrared, ultraviolet-visible, and Raman spectroscopy, process analysis and chemometrics. He is co-author of the popular Spectroscopy series Statistics in Spectroscopy and Chemometrics in Spectroscopy which have published over 115 columns since 1986. He has authored a dozen books, several hundred scientific papers, commercial software programs, and U.S. and international patents. In 2002 he was the recipient of the Eastern Analytical Symposium Award for Outstanding Achievements in the Field of Near Infrared Spectroscopy, the ASTM International Award of Merit, and IBC Scientist of the Year. He received the Coblentz Society Williams-Wright Award at the Pittsburgh Conference in 2009 for outstanding contributions to industrial spectroscopy. He is a Fellow of the American Institute of Chemists, the American Society for Testing and Materials International, and the Royal Society of Chemistry (U.K.). He is also a Chartered Chemist (CChem) of the Royal Society of Chemistry (England) and a Chartered Scientist of the Science Council (UK). He has served as Chair of the Industrial Advisory Board for the Center for Process Analytical Chemistry (CPAC) at the Univ. of Washington; The Council for Near Infrared Spectroscopy; and is immediate past Chairman of ASTM Main Committee E13 on Molecular Spectroscopy and Separation Science. He has served on the U.S. National Academies NRC Panel for assessment of NIST programs, where he received a certificate of commendation from the US Department of Commerce. He holds a B.A degree cum laude in natural sciences, and an M.A in biological sciences from Saint Mary's University of Minnesota, and a Ph.D. degree with high commendation in biological chemistry from Columbia Pacific University. He is an alumnus of Columbia University Business School having completed the Columbia Senior Executive Program and also holds Certificates in Executive Development and in Business Excellence. He also holds a Certificate in Strategy and Innovation from the M.I.T. Sloan School. He is listed in Who's Who in the World, Who's Who in America, and Who's Who in Science and Engineering.

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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
analytical accuracy, spectrochemical analysis, mahalanobis distance, elementary matrix algebra, calibration theory, constant detector noise, transmittance noise, underlying absorbance band, computed transmittance, absorbance noise, optimum transmittance, using different spacings, right singular values, eliminating equation, scintillation noise, equation numbering, convolution coefficients, transmittance corresponding, sample transmittance, spectroscopic calibration, figure numbering, elementary matrix operations, analyte value, calibration statistics, selected confidence level
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Analysis of Noise, New York, Collaborative Laboratory Studies, Analytical Chemistry, John Wiley, Color Plate, Spectroscopy Table, Academic Press, Patrick Wiegand, Richard Kramer, Comparison of Goodness of Fit Statistics, Wavelength Figure, Applied Spectroscopy, Upper Saddle River, Analytic Geometry, Spectroscopy International, Paul Chabot, Applied Regression Analysis, Fred Cahn, Association of Official Analytical Chemists, Main Street, Difference Bias Sample, Spectroscopy Figure, Mean Difference, Connecting Chemometrics
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