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Statistics and chemometrics for analytical chemistry / James N. Miller, Jane C. Miller, Robert D. Miller.

By: Miller, J. N. (James N.), 1943- [author.].
Contributor(s): Miller, J. C. (Jane Charlotte) [author.] | Miller, Robert D. (Chemist) [author.].
Publisher: Harlow, United Kingdom : Pearson Education Limited, ©2018Edition: Seventh edition.Description: xviii, 292 pages : illustrations; 25 cm.Content type: text Media type: unmediated Carrier type: volumeISBN: 9781292186719 (print).Subject(s): Chemometrics -- TextbooksDDC classification: 543.072 M61
Contents:
1 Introduction -- 2 Statistics of repeated measurements -- 3 Significance tests -- 4 The quality of analytical measurements -- 5 Calibration methods in instrumental analysis: Regression and correlation -- 6 Non parametric and robust methods -- 7 Experimental design and optimisation -- 8 Multivariate analysis -- Appendix 1: Commonly used statistical significance tests -- Appendix 2: Statistical tables
Summary: This textbook gives a clear and lucid account of the underlying principles of statistical methods. It is aimed at undergraduate, MSc and graduate courses in analytical chemistry. Statistics and Chemometrics for Analytical Chemistry 7th edition provides a clear, accessible introduction to the main statistical methods used in modern analytical laboratories. This popular book continues to be the ideal companion for students in Chemistry and related fields keen to build their understanding of how to conduct high quality analyses in areas such as the safety of food, water and medicines, environmental monitoring, and chemical manufacturing. With a focus on the underlying statistical ideas, this book incorporates useful real world examples, step by step explanation and helpful exercises throughout
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GC GC 543.072 M61 2018 (Browse shelf) Available HNU001020

Includes bibliographical references and index.

1 Introduction --
2 Statistics of repeated measurements --
3 Significance tests --
4 The quality of analytical measurements --
5 Calibration methods in instrumental analysis: Regression and correlation --
6 Non parametric and robust methods --
7 Experimental design and optimisation --
8 Multivariate analysis --
Appendix 1: Commonly used statistical significance tests --
Appendix 2: Statistical tables

This textbook gives a clear and lucid account of the underlying principles of statistical methods. It is aimed at undergraduate, MSc and graduate courses in analytical chemistry. Statistics and Chemometrics for Analytical Chemistry 7th edition provides a clear, accessible introduction to the main statistical methods used in modern analytical laboratories. This popular book continues to be the ideal companion for students in Chemistry and related fields keen to build their understanding of how to conduct high quality analyses in areas such as the safety of food, water and medicines, environmental monitoring, and chemical manufacturing. With a focus on the underlying statistical ideas, this book incorporates useful real world examples, step by step explanation and helpful exercises throughout

College of Arts and Sciences Bachelor of Science in Biology

Text in English

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