Practical Data Analysis In Chemistry

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Practical Data Analysis In Chemistry

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Author : Marcel Maeder
language : en
Publisher:
Release Date : 2007

Practical Data Analysis In Chemistry written by Marcel Maeder and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Analysis of variance categories.

"The central feature of Practical Data Analysis in Chemistry is the example. Most data analysis methods require modelling of the chemical process, such as metal-ligand and pH-titrations or complex reaction kinetics. The principles of uni- and multivariate data analyses are developed theoretically and each step is illustrated using an appropriate chemical example. Implementation into Matlab and Excel is provided." --excerpt back cover.

Chemometrics In Practical Applications

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Author : Kurt Varmuza
language : en
Publisher: BoD – Books on Demand
Release Date : 2012-03-23

Chemometrics In Practical Applications written by Kurt Varmuza and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-23 with Science categories.

In the book "Chemometrics in practical applications", various practical applications of chemometric methods in chemistry, biochemistry and chemical technology are presented, and selected chemometric methods are described in tutorial style. The book contains 14 independent chapters and is devoted to filling the gap between textbooks on multivariate data analysis and research journals on chemometrics and chemoinformatics.

A First Look At Coding In Chemistry

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Author : Tamas Bansagi
language : en
Publisher: Royal Society of Chemistry
Release Date : 2025-07-25

A First Look At Coding In Chemistry written by Tamas Bansagi 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 2025-07-25 with Mathematics categories.

Do you have a project that requires some coding skills and don’t know where to start? Are you fitting a curve to your experimental data and need tools to help? Trying coding to solve maths problems in chemistry for the first time? This book will uncover all the help you need to apply these skills. Focusing on developing basic coding skills in chemistry, this concise introductory text takes a problem-based approach and is organized in a workbook style for helping those new to programming. Discussions on coding are viewed from a chemistry perspective and embedded in solving problems familiar to most first-year undergraduate chemistry students. While primarily building programming and broadly-applicable related skills, some topics in data analysis and presentation, uncertainties in measurements, and areas of mathematics relevant to these and chemistry are also briefly surveyed. After quick overviews of coding in chemistry and the MATLAB language and programming environment, the basics of assigning variables and arrays are introduced. Writing simple scripts and functions, step-by-step through chemistry and environmental chemistry examples, is then employed to present scientific data. Coding skills are further developed in the next set of chapters while fitting curves to experimental data and handling measurement uncertainties. Using coding to organise information in chemistry representing various types of transformations, spatial effects and interactions is covered in the chapters on vectors and matrices. Next, user-defined functions are utilized to predict the concentrations of chemicals during reactions, before looking into developing code for enhanced workflows that allow computers to make decisions while executing programs. In the final two chapters, coding is extended to tackling common maths problems in chemistry including unit algebra, rearranging expressions, solving equations, differentiation and integration.

Chemometrics In Excel

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Author : Alexey L. Pomerantsev
language : en
Publisher: John Wiley & Sons
Release Date : 2014-05-06

Chemometrics In Excel written by Alexey L. Pomerantsev 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 2014-05-06 with Science categories.

Providing an easy explanation of the fundamentals, methods, and applications of chemometrics • Acts as a practical guide to multivariate data analysis techniques • Explains the methods used in Chemometrics and teaches the reader to perform all relevant calculations • Presents the basic chemometric methods as worksheet functions in Excel • Includes Chemometrics Add In for download which uses Microsoft Excel® for chemometrics training • Online downloads includes workbooks with examples

Statistical Analysis Methods For Chemists

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Author : William P Gardiner
language : en
Publisher: Royal Society of Chemistry
Release Date : 2007-10-31

Statistical Analysis Methods For Chemists written by William P Gardiner 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.

Many forms of chemical experimentation generate data needing analysis and interpretation in respect of the goals of the experiment and also the chemical factors which may influence the outcome. Statistical data analysis techniques provide the tools which enable a chemist to assess the information obtained from experiments. Statistical Analysis Methods for Chemists: A Software-based Approach aims to give a broad introduction to practical data analysis, and provides comprehensive coverage of basic statistical principles and reasoning. With practical examples, and integration of software output as the basis of data analysis, this useful book gives unique coverage of the statistical skills and techniques required in modern chemical experimentation. It will prove invaluable to students and researchers alike. Software update information is available from W Gardiner at [email protected] or fax +44 (0)141 331 3608. Please accompany requests for information with details of the software version to be used.

Comprehensive Chemometrics

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Author : Steven Brown
language : en
Publisher: Elsevier
Release Date : 2020-05-26

Comprehensive Chemometrics written by Steven Brown and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-05-26 with Science categories.

Comprehensive Chemometrics, Second Edition, Four Volume Set features expanded and updated coverage, along with new content that covers advances in the field since the previous edition published in 2009. Subject of note include updates in the fields of multidimensional and megavariate data analysis, omics data analysis, big chemical and biochemical data analysis, data fusion and sparse methods. The book follows a similar structure to the previous edition, using the same section titles to frame articles. Many chapters from the previous edition are updated, but there are also many new chapters on the latest developments. Presents integrated reviews of each chemical and biological method, examining their merits and limitations through practical examples and extensive visuals Bridges a gap in knowledge, covering developments in the field since the first edition published in 2009 Meticulously organized, with articles split into 4 sections and 12 sub-sections on key topics to allow students, researchers and professionals to find relevant information quickly and easily Written by academics and practitioners from various fields and regions to ensure that the knowledge within is easily understood and applicable to a large audience Presents integrated reviews of each chemical and biological method, examining their merits and limitations through practical examples and extensive visuals Bridges a gap in knowledge, covering developments in the field since the first edition published in 2009 Meticulously organized, with articles split into 4 sections and 12 sub-sections on key topics to allow students, researchers and professionals to find relevant information quickly and easily Written by academics and practitioners from various fields and regions to ensure that the knowledge within is easily understood and applicable to a large audience

Analytical Chemistry Foundations

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Author : Deepak Yadav
language : en
Publisher: Educohack Press
Release Date : 2025-02-20

Analytical Chemistry Foundations written by Deepak Yadav and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Science categories.

Discover the essential principles and advanced techniques of analytical chemistry with "Analytical Chemistry Foundations." Our comprehensive guide is designed for both beginners and experienced analysts, covering the core methods used to measure, analyze, and interpret chemical data. We go beyond theory, providing hands-on explanations for techniques like chromatography and spectroscopy. The book also explores emerging trends, such as nanotechnology and green chemistry, emphasizing the importance of ethical considerations, data privacy, and the responsible use of new technologies. Highlighting the significance of global collaboration and open data sharing for scientific progress, we align our content with the focus on innovation and ethical research in the United States. We stress the need for adaptable education that integrates new technologies and ethics training to prepare the workforce for the future. "Analytical Chemistry Foundations" is a valuable resource for students, researchers, and professionals, offering a comprehensive look at analytical chemistry, its role in scientific discovery, and its future directions.

Practical Data Analytics For Innovation In Medicine

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Author : Gary D. Miner
language : en
Publisher: Academic Press
Release Date : 2023-02-08

Practical Data Analytics For Innovation In Medicine written by Gary D. Miner and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-02-08 with Science categories.

Practical Data Analytics for Innovation in Medicine: Building Real Predictive and Prescriptive Models in Personalized Healthcare and Medical Research Using AI, ML, and Related Technologies, Second Edition discusses the needs of healthcare and medicine in the 21st century, explaining how data analytics play an important and revolutionary role. With healthcare effectiveness and economics facing growing challenges, there is a rapidly emerging movement to fortify medical treatment and administration by tapping the predictive power of big data, such as predictive analytics, which can bolster patient care, reduce costs, and deliver greater efficiencies across a wide range of operational functions. Sections bring a historical perspective, highlight the importance of using predictive analytics to help solve health crisis such as the COVID-19 pandemic, provide access to practical step-by-step tutorials and case studies online, and use exercises based on real-world examples of successful predictive and prescriptive tools and systems. The final part of the book focuses on specific technical operations related to quality, cost-effective medical and nursing care delivery and administration brought by practical predictive analytics. - Brings a historical perspective in medical care to discuss both the current status of health care delivery worldwide and the importance of using modern predictive analytics to help solve the health care crisis - Provides online tutorials on several predictive analytics systems to help readers apply their knowledge on today's medical issues and basic research - Teaches how to develop effective predictive analytic research and to create decisioning/prescriptive analytic systems to make medical decisions quicker and more accurate

Scientific Data Ranking Methods

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Author :
language : en
Publisher: Elsevier
Release Date : 2008-11-17

Scientific Data Ranking Methods written by and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-11-17 with Science categories.

This volume presents the basic mathematics of ranking methods through a didactic approach and the integration of relevant applications. Ranking methods can be applied in several different fields, including decision support, toxicology, environmental problems, proteomics and genomics, analytical chemistry, food chemistry, and QSAR.. Covers a wide range of applications, from the environment and toxicology to DNA sequencing. Incorporates contributions from renowned experts in the field. Meets the increasing demand for literature concerned with ranking methods and their applications

A Practical Guide To Data Analysis Using R

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Author : John H. Maindonald
language : en
Publisher: Cambridge University Press
Release Date : 2024-05-31

A Practical Guide To Data Analysis Using R written by John H. Maindonald and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-31 with Computers categories.

Examples from diverse areas of statistical application demonstrate the use of R for data analysis and associated graphics.