Statistics For Analytical Chemistry

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Statistical Methods in Analytical Chemistry

Author : Peter C. Meier
Publisher : John Wiley & Sons
ISBN 13 : 0471726117
Total Pages : 452 pages
Book Rating : 4.4/5 (717 download)

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Book Synopsis Statistical Methods in Analytical Chemistry by : Peter C. Meier

Download or read book Statistical Methods in Analytical Chemistry written by Peter C. Meier and published by John Wiley & Sons. This book was released on 2005-03-04 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new edition of a successful, bestselling book continues to provide you with practical information on the use of statistical methods for solving real-world problems in complex industrial environments. Complete with examples from the chemical and pharmaceutical laboratory and manufacturing areas, this thoroughly updated book clearly demonstrates how to obtain reliable results by choosing the most appropriate experimental design and data evaluation methods. Unlike other books on the subject, Statistical Methods in Analytical Chemistry, Second Edition presents and solves problems in the context of a comprehensive decision-making process under GMP rules: Would you recommend the destruction of a $100,000 batch of product if one of four repeat determinations barely fails the specification limit? How would you prevent this from happening in the first place? Are you sure the calculator you are using is telling the truth? To help you control these situations, the new edition: * Covers univariate, bivariate, and multivariate data * Features case studies from the pharmaceutical and chemical industries demonstrating typical problems analysts encounter and the techniques used to solve them * Offers information on ancillary techniques, including a short introduction to optimization, exploratory data analysis, smoothing and computer simulation, and recapitulation of error propagation * Boasts numerous Excel files and compiled Visual Basic programs-no statistical table lookups required! * Uses Monte Carlo simulation to illustrate the variability inherent in statistically indistinguishable data sets Statistical Methods in Analytical Chemistry, Second Edition is an excellent, one-of-a-kind resource for laboratory scientists and engineers and project managers who need to assess data reliability; QC staff, regulators, and customers who want to frame realistic requirements and specifications; as well as educators looking for real-life experiments and advanced students in chemistry and pharmaceutical science. From the reviews of Statistical Methods in Analytical Chemistry, First Edition: "This book is extremely valuable. The authors supply many very useful programs along with their source code. Thus, the user can check the authenticity of the result and gain a greater understanding of the algorithm from the code. It should be on the bookshelf of every analytical chemist."-Applied Spectroscopy "The authors have compiled an interesting collection of data to illustrate the application of statistical methods . . . including calibrating, setting detection limits, analyzing ANOVA data, analyzing stability data, and determining the influence of error propagation."-Clinical Chemistry "The examples are taken from a chemical/pharmaceutical environment, but serve as convenient vehicles for the discussion of when to use which test, and how to make sense out of the results. While practical use of statistics is the major concern, it is put into perspective, and the reader is urged to use plausibility checks."-Journal of Chemical Education "The discussion of univariate statistical tests is one of the more thorough I have seen in this type of book . . . The treatment of linear regression is also thorough, and a complete set of equations for uncertainty in the results is presented . . . The bibliography is extensive and will serve as a valuable resource for those seeking more information on virtually any topic covered in the book."-Journal of American Chemical Society "This book treats the application of statistics to analytical chemistry in a very practical manner. [It] integrates PC computing power, testing programs, and analytical know-how in the context of good manufacturing practice/good laboratory practice (GMP/GLP) . . .The book is of value in many fields of analytical chemistry and should be available in all relevant libraries."-Chemometrics and Intelligent Laboratory Systems

Statistics for Analytical Chemistry

Author : Jane C. Miller
Publisher : Ellis Horwood Limited
ISBN 13 : 9780138454210
Total Pages : 227 pages
Book Rating : 4.4/5 (542 download)

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Book Synopsis Statistics for Analytical Chemistry by : Jane C. Miller

Download or read book Statistics for Analytical Chemistry written by Jane C. Miller and published by Ellis Horwood Limited. This book was released on 1992 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Statistics and Chemometrics for Analytical Chemistry

Author : James Miller
Publisher : Pearson Education
ISBN 13 : 1292186747
Total Pages : 347 pages
Book Rating : 4.2/5 (921 download)

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Book Synopsis Statistics and Chemometrics for Analytical Chemistry by : James Miller

Download or read book Statistics and Chemometrics for Analytical Chemistry written by James Miller and published by Pearson Education. This book was released on 2018-04-26 with total page 347 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics and Chemometrics for Analytical Chemistry 7th edition provides a clear, accessible introduction to main statistical methods used in modern analytical laboratories. It 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. Features of the new edition: · Significant revision of the Quality of analytical measurements chapter to incorporate more detailed coverage of the estimation of measurement uncertainty and the validation of analytical methods. · Updated coverage of a range of topics including robust statistics, Bayesian methods, and testing for normality of distribution, plus expanded material on regression and calibration methods. · Additional experimental design methods, including the increasingly popular optimal designs. · Worked examples have been updated throughout to ensure compatibility with the latest versions of Excel and Minitab. · Exercises are available at the end of each chapter to allow student to check understanding and prepare for exams. Answers are provided at the back of the book for handy reference. This book is aimed at undergraduate and graduate courses in Analytical Chemistry and related topics. It will also be a valuable resource for researchers and chemists working in analytical chemistry.

Notes on Statistics and Data Quality for Analytical Chemists

Author : Michael Thompson
Publisher : World Scientific
ISBN 13 : 1908977914
Total Pages : 260 pages
Book Rating : 4.9/5 (89 download)

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Book Synopsis Notes on Statistics and Data Quality for Analytical Chemists by : Michael Thompson

Download or read book Notes on Statistics and Data Quality for Analytical Chemists written by Michael Thompson and published by World Scientific. This book was released on 2011-02-16 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended to help analytical chemists feel comfortable with more commonly used statistical operations and help them make effective use of the results. Emphasis is put upon computer-based methods that are applied in relation to measurement and the quality of the resulting data. The book is intended for analytical chemists working in industry but is also appropriate for students taking first degrees or an MSc in analytical chemistry. The authors have divided this book into quite short sections, each dealing with a single topic. The sections are as far as possible selfcontained, but are extensively cross-referenced. The book can therefore be used either systematically by reading the sections sequentially, or as a quick reference by going directly to the topic of interest. Every statistical method and application covered has at least one example where the results are analysed in detail. This enables readers to emulate this analysis on their own examples. All of the datasets used in examples are available for download, so that readers can compare their own output with that of the book and thus verify that they are entering data correctly into the statistical package that they happen to use. Contents:Statistics:PreliminariesThinking About Probabilities and DistributionsSimple Tests SignificanceAnalysis of Variance (ANOVA) and Its ApplicationsRegression and CalibrationRegression — More Complex AspectsAdditional Statistical TopicsData Quality in Analytical Measurement:Quality in Chemical MeasurementStatistical Methods Involved in ValidationInternal Quality ControlProficiency TestingSampling in Chemical Measurement Readership: Analytical chemists working in industry, students taking first degrees or an MSc in analytical chemistry. Keywords:Statistics;Data Quality;Analytical Chemistry;Analytical Sciences;Chemical Measurement;Uncertainty;Estimation;InferenceKey Features:The lead author chairs the Statistical Subcommittee in the Royal Society of Chemistry, UK, and has many years of experience teaching statistics to analytical chemists and knows where they have difficultyThere is a strong emphasis on the use of computers and graphical interpretation of dataReviews:“The book is a good description of basic statistical techniques for analytical chemists. There are a number of well established competitors on the market, however this book is definitely useful for a well stocked teaching lab and as reference for practicing analysts.”Chemistry World

Practical Statistics for the Analytical Scientist

Author : Peter Bedson
Publisher : Royal Society of Chemistry
ISBN 13 : 1839164433
Total Pages : 385 pages
Book Rating : 4.8/5 (391 download)

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Book Synopsis Practical Statistics for the Analytical Scientist by : Peter Bedson

Download or read book Practical Statistics for the Analytical Scientist written by Peter Bedson and published by Royal Society of Chemistry. This book was released on 2021-04-08 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Analytical chemists must use a range of statistical tools in their treatment of experimental data to obtain reliable results. Practical Statistics for the Analytical Scientist is a manual designed to help them negotiate the daunting specialist terminology and symbols. Prepared in conjunction with the Department of Trade and Industry's Valid Analytical Measurement (VAM) programme, this volume covers the basic statistics needed in the laboratory. It describes the statistical procedures that are most likely to be required including summary and descriptive statistics, calibration, outlier testing, analysis of variance and basic quality control procedures. To improve understanding, many examples provide the user with material for consolidation and practice. The fully worked answers are given both to check the correct application of the procedures and to provide a template for future problems. Practical Statistics for the Analytical Scientist will be welcomed by practising analytical chemists as an important reference for day to day statistics in analytical chemistry.

Chemometrics

Author : Matthias Otto
Publisher : John Wiley & Sons
ISBN 13 : 3527843795
Total Pages : 437 pages
Book Rating : 4.5/5 (278 download)

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Book Synopsis Chemometrics by : Matthias Otto

Download or read book Chemometrics written by Matthias Otto and published by John Wiley & Sons. This book was released on 2023-11-28 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemometrics Explore chemometrics from basic statistics to the latest artificial intelligence and neural network developments in this new edition Chemometrics is an area of study combining chemistry and mathematics. It governs the interpretation of data generated by chemical analysis, and its growth as a subfield promises to streamline and revolutionize analytical chemistry. Chemometrics has long been the leading introductory textbook in this subject. Beginning with an introduction to the statistical-mathematical evaluation of chemical measurements, it leads readers through modern chemometric approaches in a pedagogically sound and highly readable style. Now fully updated to reflect the latest research and applications of this exciting discipline, it provides essential tools for a new generation of analytical chemists. Readers of the fourth edition of Chemometrics will also find: New or expanded treatment of subjects such as deep learning, ANNOVA simultaneous component analysis, instrumental data output, and more Detailed discussion of approaches to signal processing, design and optimization of experiments, pattern recognition and classification, and many other areas Balance of theoretical and practical knowledge to enable rapid application of key techniques Chemometrics is ideal for advanced students in chemistry, analytical chemistry, pharmaceutical chemistry, biochemistry, or related subjects, and as a useful reference for practicing researchers and laboratory professionals.

Practical Statistics for Analytical Chemists

Author : Robert L. Anderson
Publisher : Chapman and Hall/CRC
ISBN 13 :
Total Pages : 346 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Practical Statistics for Analytical Chemists by : Robert L. Anderson

Download or read book Practical Statistics for Analytical Chemists written by Robert L. Anderson and published by Chapman and Hall/CRC. This book was released on 1987-12-31 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book should be of interest to analytical chemists, industrial chemists, chemical research and development personnel and chemistry laboratory technicians as well as students.

Data Analysis for Chemistry

Author : D. Brynn Hibbert
Publisher : Oxford University Press
ISBN 13 : 0190289937
Total Pages : 177 pages
Book Rating : 4.1/5 (92 download)

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Book Synopsis Data Analysis for Chemistry by : D. Brynn Hibbert

Download or read book Data Analysis for Chemistry written by D. Brynn Hibbert and published by Oxford University Press. This book was released on 2005-10-27 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: Chemical data analysis, with aspects of metrology in chemistry and chemometrics, is an evolving discipline where new and better ways of doing things are constantly being developed. This book makes data analysis simple by demystifying the language and whenever possible giving unambiguous ways of doing things. Based on author D. Brynn Hibberts lectures on data analysis to undergraduates and graduate students, Data Analysis for Chemistry covers topics including measurements, means and confidence intervals, hypothesis testing, analysis of variance, and calibration models. The end result is a compromise between recipes of how to perform different aspects of data analysis, and basic information on the background principles behind the recipes to be performed. An entry level book targeted at learning and teaching undergraduate data analysis, Data Analysis for Chemistry makes it easy for readers to find the information they are seeking to perform the data analysis they think they need.

Statistics for Analytical Chemistry

Author : Jane Charlotte Miller
Publisher : Prentice Hall
ISBN 13 :
Total Pages : 252 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Statistics for Analytical Chemistry by : Jane Charlotte Miller

Download or read book Statistics for Analytical Chemistry written by Jane Charlotte Miller and published by Prentice Hall. This book was released on 1993 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides a clear explanation of the underlying principles of traditional statistical methods and reflects the enormous impact of microelectronics for the rapid calculation of chemometric procedures. Text focuses on tests appropriate to the problems likely to be encountered in the laboratory. Provides full coverage of such topics as errors in classical analysis; significance tests; quality control and sampling; errors in instrument analysis; regression and correlation; rapid and non-parametric methods; experimental design, optimization, and pattern recognition. Helpful for students, technicians, and scientists in all areas of analytical chemistry and related fields.

Statistical Treatment of Analytical Data

Author : Zeev B. Alfassi
Publisher : John Wiley & Sons
ISBN 13 : 1405148144
Total Pages : 272 pages
Book Rating : 4.4/5 (51 download)

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Book Synopsis Statistical Treatment of Analytical Data by : Zeev B. Alfassi

Download or read book Statistical Treatment of Analytical Data written by Zeev B. Alfassi and published by John Wiley & Sons. This book was released on 2009-02-12 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical techniques have assumed an integral role in both the interpretation and quality assessment of analytical results. In this book the range of statistical methods available for such tasks are described in detail, with the advantages and disadvantages of each technique clarified by use of examples. With a focus on the essential practical application of these techniques the book also includes sufficient theory to facilitate understanding of the statistical principles involved. Statistical Treatment of Analytical Data is written for professional analytical chemists in industry, government and research institutions who require a practical understanding of the application of statistics in day to day activities in the analytical laboratory. It is also for students who require further and detailed information that may not be available directly in a typical undergraduate course.

Mathematical Methods for Physical and Analytical Chemistry

Author : David Z. Goodson
Publisher : John Wiley & Sons
ISBN 13 : 1118135172
Total Pages : 408 pages
Book Rating : 4.1/5 (181 download)

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Book Synopsis Mathematical Methods for Physical and Analytical Chemistry by : David Z. Goodson

Download or read book Mathematical Methods for Physical and Analytical Chemistry written by David Z. Goodson and published by John Wiley & Sons. This book was released on 2011-11-14 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical Methods for Physical and Analytical Chemistry presents mathematical and statistical methods to students of chemistry at the intermediate, post-calculus level. The content includes a review of general calculus; a review of numerical techniques often omitted from calculus courses, such as cubic splines and Newton’s method; a detailed treatment of statistical methods for experimental data analysis; complex numbers; extrapolation; linear algebra; and differential equations. With numerous example problems and helpful anecdotes, this text gives chemistry students the mathematical knowledge they need to understand the analytical and physical chemistry professional literature.

Analytical Chemistry

Author : Klaus Danzer
Publisher : Springer Science & Business Media
ISBN 13 : 3540359907
Total Pages : 339 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Analytical Chemistry by : Klaus Danzer

Download or read book Analytical Chemistry written by Klaus Danzer and published by Springer Science & Business Media. This book was released on 2007-02-03 with total page 339 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fundamentals of Analytical Chemistry are usually presented as a sum of chemical and physical foundations, laws, axioms and equations for analytical methods and procedures. In contrast, this book delivers a practice-oriented, general guiding theory valid for all methods and techniques. The metrological foundations included define strictly the figures of merit in order to minimize confusions still appearing in Analytical Chemistry publications today.

Statistics and Chemometrics for Analytical Chemistry

Author : James N. Miller
Publisher : Pearson Education
ISBN 13 : 9780131291928
Total Pages : 296 pages
Book Rating : 4.2/5 (919 download)

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Book Synopsis Statistics and Chemometrics for Analytical Chemistry by : James N. Miller

Download or read book Statistics and Chemometrics for Analytical Chemistry written by James N. Miller and published by Pearson Education. This book was released on 2005 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt: This popular textbook gives a clear account of the principles of the main statistical methods used in modern analytical laboratories. Such methods underpin high quality analyses in areas such as the safety of food, water and medicines, environmental monitoring, and chemical manufacturing. The treatment throughout emphasises the underlying statistical ideas, and no detailed knowledge of mathematics is required. There are numerous worked examples, including the use of Microsoft Excel and Minitab, and a large number of student exercises, many of them based on examples from the analytical literature. Key features expanded treatment of control charts additions to cover single point calibration and method comparison techniques extended treatment of robust methods major additions to sections on multivariate regression numerous worked examples, using Microsoft Excel and Minitab an attractive two-colour text design updated Instructors' manual improved website including examples for lecturers and students This book is aimed at undergraduate and graduate courses in Analytical Chemistry and related topics. It will also be a valuable resource for researchers and chemists working in analytical chemistry. Professor James Miller is Emeritus Professor of Analytical Chemistry at Loughborough University. He has published numerous reviews and papers on analytical techniques and been awarded the SAC Silver Medal, the Theophilus Redwood Lectureship and the SAC Gold Medal by the Royal Society of Chemsitry. A Past President of the Analytical Division of the RSC, he is a member of the Society's Council and has served on the editorial boards of many analytical and spectroscopic journals. Dr Jane Miller completed a PhD at Cambridge University's Cavendish Laboratory and is an experienced teacher of mathematics and physics at higher education and 6th form levels. She holds an MSc in Applied Statistics and is the author of several specialist A-level statistics texts.

Dean's Analytical Chemistry Handbook

Author : Pradyot Patnaik
Publisher : McGraw Hill Professional
ISBN 13 : 0071501193
Total Pages : 1193 pages
Book Rating : 4.0/5 (715 download)

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Book Synopsis Dean's Analytical Chemistry Handbook by : Pradyot Patnaik

Download or read book Dean's Analytical Chemistry Handbook written by Pradyot Patnaik and published by McGraw Hill Professional. This book was released on 2004-06-14 with total page 1193 pages. Available in PDF, EPUB and Kindle. Book excerpt: This essential on-the-job resource for the analytical chemist has been revised and updated with 40% new material. Readers will find all the conventional wet and instrumental techniques in one exhaustive reference along with all the critical data needed to apply them. Worked examples, troubleshooting tips, and numerous tables and charts are provided for easy access to the data. * The most up-to-date and complete guide to analytical chemistry available today * NEW: 3 major chapters on Analysis of Indoor Air, Analysis of Pesticides, Analysis of Trace Metals

Analytical Chemistry in a GMP Environment

Author : James M. Miller
Publisher : Wiley-Interscience
ISBN 13 :
Total Pages : 520 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Analytical Chemistry in a GMP Environment by : James M. Miller

Download or read book Analytical Chemistry in a GMP Environment written by James M. Miller and published by Wiley-Interscience. This book was released on 2000-05 with total page 520 pages. Available in PDF, EPUB and Kindle. Book excerpt: How to hone your analytical skills and obtain high-quality data in the era of GMP requirements With increased regulatory pressures on the pharmaceutical industry, there is a growing need for capable analysts who can ensure appropriate scientific practices in laboratories and manufacturing sites worldwide. Based on Johnson & Johnson's acclaimed in-house training program, this practical guide provides guidance for laboratory analysts who must juggle the Food and Drug Administration's good manufacturing practices (GMP) rules with rapidly changing analytical technologies. Highly qualified industry experts walk readers step-by-step through the concepts, techniques, and tools necessary to perform analyses in an FDA-regulated environment, including clear instructions on all major analytical chemical methods-from spectroscopy to chromatography to dissolution. An ideal manual for formal training as well as an excellent self-study guide, Analytical Chemistry in a GMP Environment features: * The drug development process in the pharmaceutical industry * Uniform and consistent interpretation of GMP compliance issues * A review of the role of statistics and basic topics in analytical chemistry * An emphasis on high-performance liquid chromatographic (HPLC) methods * Chapters on detectors and quantitative analysis as well as data systems * Methods for ensuring that instruments meet standard operating procedures (SOP) requirements * Extensive appendixes for unifying terms, symbols, and procedural information

Quantitative Chemical Analysis

Author : Daniel C. Harris
Publisher : Macmillan Higher Education
ISBN 13 : 131904803X
Total Pages : 998 pages
Book Rating : 4.3/5 (19 download)

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Book Synopsis Quantitative Chemical Analysis by : Daniel C. Harris

Download or read book Quantitative Chemical Analysis written by Daniel C. Harris and published by Macmillan Higher Education. This book was released on 2015-05-29 with total page 998 pages. Available in PDF, EPUB and Kindle. Book excerpt: The gold standard in analytical chemistry, Dan Harris’ Quantitative Chemical Analysis provides a sound physical understanding of the principles of analytical chemistry and their applications in the disciplines

Quality Assurance in Analytical Chemistry

Author : Elizabeth Prichard
Publisher : John Wiley & Sons
ISBN 13 : 9780470517765
Total Pages : 316 pages
Book Rating : 4.5/5 (177 download)

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Book Synopsis Quality Assurance in Analytical Chemistry by : Elizabeth Prichard

Download or read book Quality Assurance in Analytical Chemistry written by Elizabeth Prichard and published by John Wiley & Sons. This book was released on 2007-09-27 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The issue of quality assurance in the analytical chemistry laboratory has become of great importance in recent years. Quality Assurance in Analytical Chemistry introduces the reader to the whole concept of quality assurance. It discusses how all aspects of chemical analysis, from sampling and method selection to choice of equipment and the taking and reporting of measurements affect the quality of analytical data. Finally, the implementation and use of quality systems are covered.