Notes On Statistics And Data Quality For Analytical Chemists
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Notes On Statistics And Data Quality For Analytical Chemists
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Author : Michael Thompson
language : en
Publisher: World Scientific
Release Date : 2011-02-16
Notes On Statistics And Data Quality For Analytical Chemists written by Michael Thompson and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-02-16 with Mathematics categories.
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
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Author : Peter Bedson
language : en
Publisher: Royal Society of Chemistry
Release Date : 2021-04-08
Practical Statistics For The Analytical Scientist written by Peter Bedson and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-08 with Mathematics categories.
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.
Statistical Treatment Of Analytical Data
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Author : Zeev B. Alfassi
language : en
Publisher: John Wiley & Sons
Release Date : 2009-02-12
Statistical Treatment Of Analytical Data written by Zeev B. Alfassi and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-02-12 with Science categories.
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.
Statistical Methods In Analytical Chemistry
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Author : Peter C. Meier
language : en
Publisher: John Wiley & Sons
Release Date : 2005-03-04
Statistical Methods In Analytical Chemistry written by Peter C. Meier and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-03-04 with Science categories.
This new edition of a successful, bestselling book continues toprovide you with practical information on the use of statisticalmethods for solving real-world problems in complex industrialenvironments. Complete with examples from the chemical andpharmaceutical laboratory and manufacturing areas, this thoroughlyupdated book clearly demonstrates how to obtain reliable results bychoosing the most appropriate experimental design and dataevaluation methods. Unlike other books on the subject, Statistical Methods inAnalytical Chemistry, Second Edition presents and solves problemsin the context of a comprehensive decision-making process under GMPrules: Would you recommend the destruction of a $100,000 batch ofproduct if one of four repeat determinations barely fails thespecification limit? How would you prevent this from happening inthe first place? Are you sure the calculator you are using istelling the truth? To help you control these situations, the newedition: * Covers univariate, bivariate, and multivariate data * Features case studies from the pharmaceutical and chemicalindustries demonstrating typical problems analysts encounter andthe techniques used to solve them * Offers information on ancillary techniques, including a shortintroduction to optimization, exploratory data analysis, smoothingand computer simulation, and recapitulation of errorpropagation * Boasts numerous Excel files and compiled Visual Basic programs-nostatistical table lookups required! * Uses Monte Carlo simulation to illustrate the variabilityinherent in statistically indistinguishable data sets Statistical Methods in Analytical Chemistry, Second Edition is anexcellent, one-of-a-kind resource for laboratory scientists andengineers and project managers who need to assess data reliability;QC staff, regulators, and customers who want to frame realisticrequirements and specifications; as well as educators looking forreal-life experiments and advanced students in chemistry andpharmaceutical science. From the reviews of Statistical Methods in Analytical Chemistry,First Edition: "This book is extremely valuable. The authors supply many veryuseful programs along with their source code. Thus, the user cancheck the authenticity of the result and gain a greaterunderstanding of the algorithm from the code. It should be on thebookshelf of every analytical chemist."-Applied Spectroscopy "The authors have compiled an interesting collection of data toillustrate the application of statistical methods . . . includingcalibrating, setting detection limits, analyzing ANOVA data,analyzing stability data, and determining the influence of errorpropagation."-Clinical Chemistry "The examples are taken from a chemical/pharmaceutical environment,but serve as convenient vehicles for the discussion of when to usewhich test, and how to make sense out of the results. Whilepractical use of statistics is the major concern, it is put intoperspective, and the reader is urged to use plausibilitychecks."-Journal of Chemical Education "The discussion of univariate statistical tests is one of the morethorough I have seen in this type of book . . . The treatment oflinear regression is also thorough, and a complete set of equationsfor uncertainty in the results is presented . . . The bibliographyis extensive and will serve as a valuable resource for thoseseeking more information on virtually any topic covered in thebook."-Journal of American Chemical Society "This book treats the application of statistics to analyticalchemistry in a very practical manner. [It] integrates PC computingpower, testing programs, and analytical know-how in the context ofgood manufacturing practice/good laboratory practice (GMP/GLP) . ..The book is of value in many fields of analytical chemistry andshould be available in all relevant libraries."-Chemometrics andIntelligent Laboratory Systems
Statistics For The Quality Control Chemistry Laboratory
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Author : Eamonn Mullins
language : en
Publisher: Royal Society of Chemistry
Release Date : 2007-10-31
Statistics For The Quality Control Chemistry Laboratory written by Eamonn Mullins and has been published by Royal Society of Chemistry this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-10-31 with Science categories.
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.
Introduction To Statistical Analysis Of Laboratory Data
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Author : Alfred Bartolucci
language : en
Publisher: John Wiley & Sons
Release Date : 2015-12-02
Introduction To Statistical Analysis Of Laboratory Data written by Alfred Bartolucci and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-12-02 with Mathematics categories.
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
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Author : JM Andrade-Garda
language : en
Publisher: World Scientific Publishing Company
Release Date : 2017-03-09
Problems Of Instrumental Analytical Chemistry written by JM Andrade-Garda and has been published by World Scientific Publishing Company this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-03-09 with categories.
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
Data Analysis For Chemistry
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Author : D. Brynn Hibbert
language : en
Publisher: OUP USA
Release Date : 2006
Data Analysis For Chemistry written by D. Brynn Hibbert and has been published by OUP USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Science categories.
Annotation. Definitions, Questions, and Useful Functions: Where to Find Things and What To Do1. Introduction2. Describing Data3. Hypothesis Testing4. Analysis of Variance5. Calibration.
Statistics For Analytical Chemists
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Author : R. Caulcutt
language : en
Publisher: Chapman and Hall/CRC
Release Date : 1983-09
Statistics For Analytical Chemists written by R. Caulcutt and has been published by Chapman and Hall/CRC this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983-09 with Mathematics categories.
Handbook On The Toxicology Of Metals Volume I General Considerations
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Author : Gunnar F. Nordberg
language : en
Publisher: Academic Press
Release Date : 2021-11-30
Handbook On The Toxicology Of Metals Volume I General Considerations written by Gunnar F. Nordberg and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-11-30 with Medical categories.
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