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Synopsis
With an abundance of helpful examples, this text expertly presents the essentials of measurement, regression, and calibration. The book develops the fundamentals and underlying theories of key techniques in a clear, step-by-step progression, starting with standard least squares prediction of a single variable and moving on to shrinkage techniques for multiple variables. Self-contained chapters discuss methods that have been specifically developed for spectroscopy, likelihood and Bayesian inference (which may be applied to a wide range of multivariate regression problems), and Bayesian approaches to pattern recognition, among other topics. Ideal for instruction as well as for reference, Measurement, Regression, and Calibration will be a valuable addition to the bookshelves of professionals and advanced students in statistics and other pertinent fields.
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About the Author
Philip J. Brown is at University of Liverpool.
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Measurement, Regression, and Calibration: 12 (Oxford Statistical Science Series)
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Measurement, Regression, and Calibration (Volume 12)
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Condition: Good. Volume 12. This is an ex-library book and may have the usual library/used-book markings inside.This book has hardback covers. Clean from markings. In good all round condition. Please note the Image in this listing is a stock photo and may not match the covers of the actual item,550grams, ISBN:9780198522454. Seller Inventory # 9878127
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Measurement, Regression, and Calibration (Oxford Statistical Science Series, 12)
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Measurement, Regression, and Calibration (Oxford Statistical Science Series)
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Measurement, Regression, and Calibration
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Measurement, Regression, and Calibration
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Measurement, Regression, and Calibration: 12 (Oxford Statistical Science Series)
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Measurement, Regression, and Calibration (Hardcover)
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Oxford University Press, Oxford, 1994
ISBN 10: 0198522452
ISBN 13: 9780198522454
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Hardcover. Condition: new. Hardcover. The book starts with a range of examples and develops techniques progressively, starting with standard least squares prediction of a single variable from another and moving onto shrinkage techniques for multiple variables. Chapters 6 and 7 refer mostly to methods that have been specifically developed for spectroscopy. The other chapters are quite general in their applicability. Likelihood and Bayesian inference features strongly, the latter allowing flexibleanalysis of a wide range of multivariate regression problems. The last chapter presents some Bayesian approaches to pattern recognition.For teaching purposes instructors may findparticular chapters sufficiently self contained to recommend in isolation as reference or reading material. For example chapter 4 gives an in depth development of a range of shrinkage techniques. including partial least squares regression, ridge regression and principal components regression; together with discussion of the recently proposed continuum regression. Chapter 8 on pattern recognition may also be of us by itself in courses on multivariate analysis and Bayesian Statistics. This book explains the statistical theory behind a range of regression problems in which one set of variables is predicted from another. The applications are from industry and medicine where the researchers are using sophisticated electronic measuring devices that are capable of monitoring very many variables. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9780198522454
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Measurement, Regression, and Calibration (Oxford Statistical Science Series)
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Measurement, Regression, and Calibration
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