STATISTICS AND CHEMOMETRICS FOR ANALYTICAL CHEMISTRY

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Statistics And Chemometrics For Analytical Chemistry

Author : James Miller
ISBN : 9781292186726
Genre : Science
File Size : 57.6 MB
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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.
Category: Science

Chemometrik

Author : K. Danzer
ISBN : 9783642565847
Genre : Science
File Size : 64.87 MB
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Klaus Danzers Chemometrik - Grundlagen und Anwendungen füllt eine Lücke im deutschsprachigen Lehrbuchmarkt. Es spannt den Bogen von der uni- und multivarianten Statistik bis hin zu Neuronalen Netzen und Genetischen Algorithmen und konzentriert sich auf die Analyse analytisch-chemischer und chemisch-experimenteller Daten. Es bietet Studenten und bereits in der Praxis tätigen Einsteigern die Möglichkeit, sich in die Grundlagen ohne überflüssigen theoretischen Ballast einzuarbeiten und viele existierende oder potentielle Anwendungsfelder kennenzulernen. Dem Fachmann bietet es einen systematischen, alle Schritte des analytischen Prozesses einschliessenden Überblick; auch Versuchsplanung, Optimierung, Signal- und Bildverarbeitung, Qualitätssicherung und Rentabilitätsbetrachtungen werden ausreichend berücksichtigt. Besonderer Wert wurde auf die Anschaulichkeit, die Darstellung der Zusammenhänge zwischen den Methoden und die Praxisrelevanz gelegt.
Category: Science

Chemometrics

Author : Matthias Otto
ISBN : 9783527699360
Genre : Science
File Size : 71.10 MB
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The third edition of this long-selling introductory textbook and ready reference covers all pertinent topics, from basic statistics via modeling and databases right up to the latest regulatory issues. The experienced and internationally recognized author, Matthias Otto, introduces the statistical-mathematical evaluation of chemical measurements, especially analytical ones, going on to provide a modern approach to signal processing, designing and optimizing experiments, pattern recognition and classification, as well as modeling simple and nonlinear relationships. Analytical databases are equally covered as are applications of multiway analysis, artificial intelligence, fuzzy theory, neural networks, and genetic algorithms. The new edition has 10% new content to cover such recent developments as orthogonal signal correction and new data exchange formats, tree based classification and regression, independent component analysis, ensemble methods and neuro-fuzzy systems. It still retains, however, the proven features from previous editions: worked examples, questions and problems, additional information and brief explanations in the margin.
Category: Science

Statistische Methoden

Author : Lothar Sachs
ISBN : 9783642777172
Genre : Science
File Size : 63.8 MB
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Für die Planung, Durchführung und Auswertung wissenschaftlicher Studien bietet die siebte, überarbeitete Auflage mit zahlreichen Übersichten überzeugende Arbeitshilfen, die auch die üblichen Software-Pakete in wesentlichen Details ergänzen. Das Buch wendet sich an alle Anwender von statistischen Verfahren in der Praxis.
Category: Science

Organische Chemie Ii F R Dummies

Author : John T. Moore
ISBN : 9783527707201
Genre : Chemistry, Organic
File Size : 28.21 MB
Format : PDF, Kindle
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Die Organische Chemie, die Welt des Kohlenstoffs, ist spannend, vielschichtig und manchmal auch ein wenig schwer zu verstehen. Dieses Buch ist das richtige für Sie, wenn Sie etwas mehr als nur die Grundlagen der Organik verstehen müssen und etwas tiefer in die Materie eindringen wollen. Sie erfahren, was Sie über Alkohole, Ether und Spektroskopie wissen sollten, was aromatische Verbindungen ausmacht, was es mit Carbonylen auf sich hat und vieles mehr. Auch kniffelige Themen wie Organometalle, Amine und Biomoleküle kommen nicht zu kurz. So bietet John T. Moore in diesem Buch einen leicht verständlichen Überblick über die etwas fortgeschrittenere Organische Chemie.
Category: Chemistry, Organic

Chemometrics In Analytical Spectroscopy

Author : Mike J Adams
ISBN : 9781847550484
Genre : Science
File Size : 44.40 MB
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Chemometrics in Analytical Spectroscopy 2nd Edition provides a tutorial approach to the development of chemometric techniques and their application to the interpretation of analytical spectroscopic data. From simple descriptive statistics to the more sophisticated modelling techniques of principal components analysis and partial least squares regression, this updated edition provides necessary background, enhanced by case studies. The extensive use of worked examples throughout gives Chemometrics in Analytical Spectroscopy 2nd Edition special relevance in teaching and introducing chemometrics to undergraduates and post-graduates. The book is also ideal for analysts with little specialist background. Extracts from reviews of 1st Edition: "Adams has succeeded in providing a text which is focused on analytical spectroscopy and that gently guides the reader through the concepts without recourse to too much matrix algebra." Trends in Analytical Chemistry "...a very good introductory text for those wishing to understand the workings of chemometrics techniques." The Analyst
Category: Science

Grundlagen Der Linearen Algebra F R Dummies

Author : Mary Jane Sterling
ISBN : 3527706208
Genre :
File Size : 46.35 MB
Format : PDF
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Für so manchen Zeitgenossen ist das Land Mathematien wüst und grau und der Weg, die Lineare Algebra zu verstehen, ist besonders stolpersteinig und öd. Aber haben Sie erst einmal die Grundlagen verstanden, ist der Rest nur noch halb so schwer. Mary Jane Sterling hilft Ihnen in diesem Buch auf die Sprünge. Sie erklärt Ihnen, wie Sie mit Vektoren rechnen, die Matrizenalgebra meistern, Linearkombinationen in ihre Schranken weisen, sich behende im Vektorraum bewegen, Eigenwert und Eigenvektor zu guten Freunden machen und vieles mehr. Stellen Sie mit diesem Buch Ihre Kenntnisse der Linearen Algebra auf eine solide Grundlage.
Category:

Multivariate Datenanalyse

Author : Waltraud Kessler
ISBN : 9783527609666
Genre : Science
File Size : 63.34 MB
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Die Multivariate Datenanalyse bietet neue Möglichkeiten für eine effiziente und umfangreiche Datenauswertung. Sämtliche Methoden und Verfahren werden anhand von praktischen Beispielen mit einer beigefügten Demoversion des Programms "The Unscrambler" von der Firma Camo erklärt.
Category: Science

Chemometrics

Author : B.R. Kowalski
ISBN : 9789401710268
Genre : Science
File Size : 67.90 MB
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At a time when computerized laboratory automation is producing a da ta explosion, chemists are turning to applied mathematics and statistics for the tools to extract useful chemical information from data. This rush to find applicable methods has lead to a somewhat confusing body of literature that represents a barrier to chemists wishing to learn more about chemometrics. The confusion results partly from the mixing of chemical notation and nomenclature with those of statistics, applied mathematics and engineering. Additionally, in the absence of collaboration with mathematicians, chemists have, at times, misused data analysis methodology and even reinvented methods that have seen years of service in other fields. The Chemometrics Society has worked hard to solve this problem since it was founded in 1974 with the goal of improving communications between the chemical sciences and applied mathe matics and statistics. The NATO Advanced Study Institute on Chemometrics is evidence of this fact as it was initiated in response to a call from its membership for advanced training in several areas of chemometrics. This Institute focused on current theory and application in the new field of Chemometrics: Use of mathematical and statistical methods, Ca) to design or select optimal measurement procedures and experiments; and Cb) to provide maximum chemical information by analyzing chemical data. The Institute had two formal themes and two informal themes.
Category: Science

Practical Skills In Chemistry

Author : John R. Dean
ISBN : 013028002X
Genre : Chemistry
File Size : 56.13 MB
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This text's unique and comprehensive coverage includes: general advice on practical work; basic laboratory skills, classical and instrumental techniques; analysis and presentation of data; information technology; library resources; and communicating information.
Category: Chemistry