Notes On Statistics And Data Quality For Analytical Chemists

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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

Notes on Statistics and Data Quality for Analytical Chemists

Author : Michael Thompson
Publisher : World Scientific
ISBN 13 : 1848166176
Total Pages : 260 pages
Book Rating : 4.8/5 (481 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 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.

Statistical Treatment of Analytical Data

Author : Zeev B. Alfassi
Publisher : CRC Press
ISBN 13 : 9780849324369
Total Pages : 280 pages
Book Rating : 4.3/5 (243 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 CRC Press. This book was released on 2005 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text is for professional analytical chemists and those in government and research institutions who require a practical understanding of the theory behind the subject and how it relates to day-to-day activities in the laboratory.

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.

Statistics for the Quality Control Chemistry Laboratory

Author : Eamonn Mullins
Publisher : Royal Society of Chemistry
ISBN 13 : 1847551939
Total Pages : 474 pages
Book Rating : 4.8/5 (475 download)

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Book Synopsis Statistics for the Quality Control Chemistry Laboratory by : Eamonn Mullins

Download or read book Statistics for the Quality Control Chemistry Laboratory written by Eamonn Mullins and published by Royal Society of Chemistry. This book was released on 2007-10-31 with total page 474 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical methods are essential tools for analysts, particularly those working in Quality Control Laboratories. This book provides a sound introduction to their use in analytical chemistry, without requiring a strong mathematical background. It emphasises simple graphical methods of data analysis, such as control charts, which are also a fundamental requirement in laboratory accreditation. A large part of the book is concerned with the design and analysis of laboratory experiments, including sample size determination. Practical case studies and many real databases from both QC laboratories and the research literature, are used to illustrate the ideas in action. The aim of Statistics for the Quality Control Chemistry Laboratory is to give the reader a strong grasp of the concept of statistical variation in laboratory data and of the value of simple statistical ideas ad methods in thinking about and manipulation such data, It will be invaluable to analysts working in QC laboratories in industry, hospitals and public health, and will also be welcomed as a textbook for aspiring analysts in colleges and universities.

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

Data Analysis for Chemistry

Author : D. Brynn Hibbert
Publisher : OUP USA
ISBN 13 : 0195162102
Total Pages : 193 pages
Book Rating : 4.1/5 (951 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 OUP USA. This book was released on 2006 with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation. Definitions, Questions, and Useful Functions: Where to Find Things and What To Do1. Introduction2. Describing Data3. Hypothesis Testing4. Analysis of Variance5. Calibration.

Introduction to Statistical Analysis of Laboratory Data

Author : Alfred Bartolucci
Publisher : John Wiley & Sons
ISBN 13 : 1118736869
Total Pages : 259 pages
Book Rating : 4.1/5 (187 download)

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Book Synopsis Introduction to Statistical Analysis of Laboratory Data by : Alfred Bartolucci

Download or read book Introduction to Statistical Analysis of Laboratory Data written by Alfred Bartolucci and published by John Wiley & Sons. This book was released on 2015-12-02 with total page 259 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to Statistical Analysis of Laboratory Data presents a detailed discussion of important statistical concepts and methods of data presentation and analysis Provides detailed discussions on statistical applications including a comprehensive package of statistical tools that are specific to the laboratory experiment process Introduces terminology used in many applications such as the interpretation of assay design and validation as well as “fit for purpose” procedures including real world examples Includes a rigorous review of statistical quality control procedures in laboratory methodologies and influences on capabilities Presents methodologies used in the areas such as method comparison procedures, limit and bias detection, outlier analysis and detecting sources of variation Analysis of robustness and ruggedness including multivariate influences on response are introduced to account for controllable/uncontrollable laboratory conditions

Problems of Instrumental Analytical Chemistry

Author : JM Andrade-Garda
Publisher : World Scientific Publishing Company
ISBN 13 : 1786341824
Total Pages : 480 pages
Book Rating : 4.7/5 (863 download)

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Book Synopsis Problems of Instrumental Analytical Chemistry by : JM Andrade-Garda

Download or read book Problems of Instrumental Analytical Chemistry written by JM Andrade-Garda and published by World Scientific Publishing Company. This book was released on 2017-03-09 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: The complex field of analytical chemistry requires knowledge and application of the fundamental principles of numerical calculation. Problems of Instrumental Analytical Chemistry provides support and guidance to help students develop these numerical strategies to generate information from experimental results in an efficient and reliable way. Exercises are provided to give standard protocols to follow which address the most common calculations needed in the daily work of a laboratory. Also included are easy to follow diagrams to facilitate understanding and avoid common errors, making it perfect as a hands-on accompaniment to in-class learning. Subjects covered follow a course in analytical chemistry from the initial basics of data analysis, to applications of mass, UV-Vis, infrared and atomic spectrometry, chromatography, and finally concludes with an overview of nuclear magnetic resonance. Intended as a self-training tool for undergraduates in chemistry, analytic chemistry and related subjects, this book is also useful as a reference for scientists looking to brush up on their knowledge of instrumental techniques in laboratories. Request Inspection Copy

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.

Handbook on the Toxicology of Metals: Volume I: General Considerations

Author : Gunnar F. Nordberg
Publisher : Academic Press
ISBN 13 : 0128232935
Total Pages : 798 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Handbook on the Toxicology of Metals: Volume I: General Considerations by : Gunnar F. Nordberg

Download or read book Handbook on the Toxicology of Metals: Volume I: General Considerations written by Gunnar F. Nordberg and published by Academic Press. This book was released on 2021-11-30 with total page 798 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook on the Toxicology of Metals, Fifth Edition, Volume I: General Considerations is the first volume of a two-volume work that gives an overview and covers topics of general importance including reviews of various health effects of trace metals. The book emphasizes toxic effects in humans, along with discussions on the toxic effects of animals and biological systems in vitro when relevant. The book has been systematically updated with the latest studies and advances in technology and contains several new chapters. As a multidisciplinary resource that integrates both human and environmental toxicology, the book is a comprehensive and valuable reference for toxicologists, physicians, pharmacologists, and environmental scientists in the fields of environmental, occupational and public health. Contains peer-reviewed chapters that deal with the effects of metallic elements and their compounds on biological systems Includes information on sources, transport and the transformation of metals in the environment Covers the ecological effects of metals to provide a basis for better understanding of the potential for adverse effects on human health Provides critical information on the properties, use, biological monitoring, dose-response relationships, diagnosis, treatment and prevention of metallic elements and compounds

Chromatographic Analysis of the Environment

Author : Leo M.L. Nollet
Publisher : CRC Press
ISBN 13 : 1315316196
Total Pages : 650 pages
Book Rating : 4.3/5 (153 download)

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Book Synopsis Chromatographic Analysis of the Environment by : Leo M.L. Nollet

Download or read book Chromatographic Analysis of the Environment written by Leo M.L. Nollet and published by CRC Press. This book was released on 2017-03-03 with total page 650 pages. Available in PDF, EPUB and Kindle. Book excerpt: This detailed handbook covers different chromatographic analysis techniques and chromatographic data for compounds found in air, water, and soil, and sludge. The new edition outlines developments relevant to environmental analysis, especially when using chromatographic mass spectrometric techniques. It addresses new issues, new lines of discussion, and new findings, and develops in greater detail the aspects related to chromatographic analysis in the environment. It also includes different analytical methodologies, addresses instrumental aspects, and outlines conclusions and perspectives for the future.

Statistics for Analytical Chemists

Author : R. Caulcutt
Publisher : Chapman and Hall/CRC
ISBN 13 :
Total Pages : 274 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Statistics for Analytical Chemists by : R. Caulcutt

Download or read book Statistics for Analytical Chemists written by R. Caulcutt and published by Chapman and Hall/CRC. This book was released on 1983-09 with total page 274 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Measurement, Statistics, and Computation

Author : David McCormick
Publisher : John Wiley & Sons Incorporated
ISBN 13 : 9780471913672
Total Pages : 760 pages
Book Rating : 4.9/5 (136 download)

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Book Synopsis Measurement, Statistics, and Computation by : David McCormick

Download or read book Measurement, Statistics, and Computation written by David McCormick and published by John Wiley & Sons Incorporated. This book was released on 1987 with total page 760 pages. Available in PDF, EPUB and Kindle. Book excerpt: One feature common to all analytical methods is the need for interpretation of the results, usually in a quantifiable way. This book introduces those aspects of statistics and measurement science which help the analytical chemists to produce meaningful results. Among the topics covered are: accuracy and precision, probability and the distribution of error; samples, estimates and hypothesis testing; comparison of means and of standard deviations; statistics of calibration; correlations, statistics in quality control; accuracy and precision in handling an introduction to BASIC is also covered, since many of the routine aspects of data manipulation are now carried out by computer.

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 N. Miller
Publisher :
ISBN 13 :
Total Pages : 294 pages
Book Rating : 4.:/5 (318 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 . This book was released on 2000 with total page 294 pages. Available in PDF, EPUB and Kindle. Book excerpt: This popular textbook gives a clear and lucid account of the underlying principles of statistical methods. The fourth edition has been revised and updated to reflect the growing popularity of statistics and chemometric methods and new approaches in optimization and experimental design. The authors have also addressed the quality of analytical chemistry data and experimental results, an area of increasing concern to chemists testing the safety of food and medicines. This book will suit undergraduate, M.Sc. and graduate courses in Analytical Chemistry and related topics, and will also be valuable for researchers and chemists working in analytical chemistry everywhere.

Basic Chemometric Techniques in Atomic Spectroscopy

Author : Jose Andrade-Garda
Publisher : Royal Society of Chemistry
ISBN 13 : 1782625445
Total Pages : pages
Book Rating : 4.7/5 (826 download)

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Book Synopsis Basic Chemometric Techniques in Atomic Spectroscopy by : Jose Andrade-Garda

Download or read book Basic Chemometric Techniques in Atomic Spectroscopy written by Jose Andrade-Garda and published by Royal Society of Chemistry. This book was released on 2015-11-09 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: The first edition of this book was a first book for atomic spectroscopists to present the basic principles of experimental designs, optimization and multivariate regression. Multivariate regression is a valuable statistical method for handling complex problems (such as spectral and chemical interferences) which arise during atomic spectrometry. However, the technique is underused as most spectroscopists do not have time to study the often complex literature on the subject. This practical introduction uses conceptual explanations and worked examples to give readers a clear understanding of the technique. Mathematics is kept to a minimum but, when required, is kept at a basic level. Practical considerations, interpretations and troubleshooting are emphasized and literature surveys are included to guide the reader to further work. The same dataset is used for all chapters dealing with calibration to demonstrate the differences between the different methodologies. Readers will learn how to handle spectral and chemical interferences in atomic spectrometry in a new, more efficient and cost-effective way.