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Author : O. Exner
Publisher : Springer
ISBN 13 :
Total Pages : 284 pages
Book Rating : 4.51/5 ( download)
Download or read book Correlation Analysis of Chemical Data written by O. Exner and published by Springer. This book was released on 1988-05-31 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : N. Chapman
Publisher : Springer Science & Business Media
ISBN 13 : 1461588316
Total Pages : 557 pages
Book Rating : 4.13/5 ( download)
Download or read book Correlation Analysis in Chemistry written by N. Chapman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, Correlation Analysis in Chemistry: Recent Advances, is a sequel to our Advances in Linear Free Energy Relationships. t The change in the title is designed to reflect more accurately the nature of the field and the contents of the volume. The term LFER is still widely used, but it is often applied rather loosely to correlation equations that are not LFER in the restricted sense of a relationship involving logarithms of rate or equili brium constants on each side of the equation. The term "correlation analysis" seems to us more appropriate for the whole subject. The use of this term has compelled us also to introduce "chemistry" into the title; we have preferred not to prefix this with "organic" on the grounds that several areas of interest are not "organic chemistry" as usually understood, al though, of course, traditional applications of the basic relationships asso ciated with the names of Hammett and of Taft continue to be of interest. In the first volume we sought through our authors to provide a series of general articles covering the various aspects of the field as they seemed to us. Since the book was the first international research monograph in its field, each chapter, while giving prominence to recent developments, did not neglect earlier work, so that each article presented a comprehensive account of its own area.
Author : N. Chapman
Publisher :
ISBN 13 : 9781461588320
Total Pages : 564 pages
Book Rating : 4.24/5 ( download)
Download or read book Correlation Analysis in Chemistry written by N. Chapman and published by . This book was released on 1978-11-01 with total page 564 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Richard G. Brereton
Publisher : John Wiley & Sons
ISBN 13 : 1118904680
Total Pages : 464 pages
Book Rating : 4.88/5 ( download)
Download or read book Chemometrics written by Richard G. Brereton and published by John Wiley & Sons. This book was released on 2018-03-13 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new, full-color, completely updated edition of the key practical guide to chemometrics This new edition of this practical guide on chemometrics, emphasizes the principles and applications behind the main ideas in the field using numerical and graphical examples, which can then be applied to a wide variety of problems in chemistry, biology, chemical engineering, and allied disciplines. Presented in full color, it features expansion of the principal component analysis, classification, multivariate evolutionary signal and statistical distributions sections, and new case studies in metabolomics, as well as extensive updates throughout. Aimed at the large number of users of chemometrics, it includes extensive worked problems and chapters explaining how to analyze datasets, in addition to updated descriptions of how to apply Excel and Matlab for chemometrics. Chemometrics: Data Driven Extraction for Science, Second Edition offers chapters covering: experimental design, signal processing, pattern recognition, calibration, and evolutionary data. The pattern recognition chapter from the first edition is divided into two separate ones: Principal Component Analysis/Cluster Analysis, and Classification. It also includes new descriptions of Alternating Least Squares (ALS) and Iterative Target Transformation Factor Analysis (ITTFA). Updated descriptions of wavelets and Bayesian methods are included. Includes updated chapters of the classic chemometric methods (e.g. experimental design, signal processing, etc.) Introduces metabolomics-type examples alongside those from analytical chemistry Features problems at the end of each chapter to illustrate the broad applicability of the methods in different fields Supplemented with data sets and solutions to the problems on a dedicated website Chemometrics: Data Driven Extraction for Science, Second Edition is recommended for post-graduate students of chemometrics as well as applied scientists (e.g. chemists, biochemists, engineers, statisticians) working in all areas of data analysis.
Author : P. D. Lark
Publisher : Elsevier
ISBN 13 : 1483146154
Total Pages : 393 pages
Book Rating : 4.57/5 ( download)
Download or read book The Handling of Chemical Data written by P. D. Lark and published by Elsevier. This book was released on 2013-10-22 with total page 393 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handling of Chemical Data deals with how measurements, such as those arrived at from chemical experimentation, are handled. The book discusses the different kinds of measurements and their specific dimensional characteristics by starting with the origin and presentation of chemical data. The text explains the units, fixed points, and relationships found between scales, the concept of dimensions, the presentation of quantitative data (whether in a tabular or graphical form), and some uses of empirical equations. The book also explains the relationship between two variables, and how equations such as fitting the least square lines can be applied. The text explains how the simple regression and the correlations models can be modified in three ways depending on the complexities present while studying experimental data. When data are reduced to equation form, ancillary operations — interpolation, integration, and differentiation — become useful for more precise presentation and understanding of the experimental data. The book notes the importance of smoothing or adjustment as a procedure to eliminate the effects of random error through application of the direct methods, difference methods, and the least squares method for equally space values. The text then addresses the dimensional analysis in physico-chemical problems and discusses the different dimensions (time, mass, force, energy, and temperature) that can affect systems. Researchers who are time-constrained or equipped with only fundamental training and knowledge of statistical analysis will find this book helpful. It can also be read by students of advanced mathematics and statistical analysis.
Author : Roman Makitra
Publisher : CRC Press
ISBN 13 : 9067644064
Total Pages : 333 pages
Book Rating : 4.68/5 ( download)
Download or read book Correlation Analysis in Chemistry of Solutions written by Roman Makitra and published by CRC Press. This book was released on 2004-07-01 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: The behavior of substances in solutions may not be adequately characterized by the effect of any single physicochemical parameter of solvents, nor are numerous semi-empirical scales of the solvent effect (their ‘polarity’) suitable for their limited selections only. In recent decades, it has been found that the variation of reaction rate constants in solutions or that spectral parameters of dissolved substances are determined by the total effect of different solvation processes. This monograph presents numerous examples of such an approach and characterizes various empirical and semi-empirical scales of solvent properties. It is shown that additional consideration of some structural parameters of solvents, namely, their cohesive energy and the molar volume, may provide for spreading this approach on homolytical and catalytic reaction. It is also shown that for the solvolysis reaction, one of the excessive reagents may represent either a reagent or a solvent, which requires additional consideration of its structural characteristics in the Hammeth equation. The application of the principle of free energy linearity also allowed adequate generalization of data on the effect of solvents on different physicochemical processes, such as dissolution of gases and solids in various solvents, swelling of polymers and solid fossil fuels, coal extraction, adsorption, absorption, diffusion, and chromatography. Special attention is paid to substance distribution between two immiscible phases. Properties of both an extractive phase and an active extractant dissolved in inert diluter are taken into account. The majority of these processes indicate the efficiency of solvent self-association factor that defines the energy consumption for formation of a void for an alien molecule injection.
Author : G. Marino
Publisher :
ISBN 13 :
Total Pages : 157 pages
Book Rating : 4.52/5 ( download)
Download or read book Correlation Analysis in Organic Chemistry written by G. Marino and published by . This book was released on 1979* with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : James Miller
Publisher : Pearson Education
ISBN 13 : 1292186747
Total Pages : 347 pages
Book Rating : 4.40/5 ( download)
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.
Author : Roman Makitra
Publisher : CRC Press
ISBN 13 : 9047413245
Total Pages : 333 pages
Book Rating : 4.40/5 ( download)
Download or read book Correlation Analysis in Chemistry of Solutions written by Roman Makitra and published by CRC Press. This book was released on 2004-07-01 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: The behavior of substances in solutions may not be adequately characterized by the effect of any single physicochemical parameter of solvents, nor are numerous semi-empirical scales of the solvent effect (their a polaritya ) suitable for their limited selections only. In recent decades, it has been found that the variation of reaction rate consta
Author : D. Brynn Hibbert
Publisher : OUP USA
ISBN 13 : 0195162102
Total Pages : 192 pages
Book Rating : 4.03/5 ( download)
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 192 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.
