Design and Analysis in Chemical Research: 1st Edition (Hardback) book cover

Design and Analysis in Chemical Research

1st Edition

Edited by Roy Tranter

Blackwell

576 pages

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Hardback: 9780849397462
pub: 2000-02-18
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Description

Chemists in research and development laboratories have relatively few published resources on the design and analysis of experiments. In recent years massive changes have occurred in the tools and instrumentation at their disposal, in the scale of databases linking the properties of pure materials, solutions or other mixtures to molecular structure, and in the sheer ability to collect data through automated data acquisition systems. Despite these advances, many chemists still apply only rudimentary data analysis techniques and remain unaware of the advances made in information extraction over the last decade.

Design and Analysis in Chemical Research provides the means to overcome that problem. An international panel of contributors address the principles of design and analysis in chemical research and development, with a thoughtful, user-friendly approach. Organized in chapters dealing with major activities, this volume generates understanding through numerous examples and practical applications drawn from research and development chemistry. The authors concentrate on principles and interpretation rather than formal derivation and proof, and adopt the unifying theme that statistics and chemometrics are essentially extensions of the logical processes used every day by chemists. Thus, they allow a greater understanding of problems more quickly and easily than purely intuitive methods.

Table of Contents

Alternative Methods for Modeling and Description, S. Gull, MaxEnt Solutions Ltd., Ely, United Kingdom

Significance Testing, M.E. Gerson, Quality Centre for Engineering, University of Newcastle-upon-Tyne, United Kingdom

Experiment Design-Identifying Important Effects on Responses, S. Godbert, Glaxo Wellcome Research & Development, Ware, United Kingdom

Optimization and Control D. Kourti, McMaster University, Canada

Regression Methods-Principal Component Based, O.M. Kvalheim, University of Bergen, Norway

Experiment Design-Estimating the Sizes of Effects on Data, I. Langhans, CQ Consultancy, Heverlee, Belgium

The Benefits and Problems of a Statistical Approach, M.A. Porter, Glaxo Wellcome, Ulverson, United Kingdom

Robust and Non-Parametric Methods, J.M. Thompson, Rugeley, United Kingdom

Nonlinear and Alternative Modeling Methods, B.M. Wise, Eigenvector Research Inc., Manson, USA

Analysis of Variance, M.A. Porter, Glaxo Wellcome, Ulverston, United Kingdom

Sampling, J.M. Thompson, Rugeley, United Kingdom

Cluster Analysis and Discriminant Analysis, W. Melson, University of Nijmegen, The Netherlands

Essentials of Data Gathering and Data Description, R. Tranter, Glaxo Wellcome Operations, County Durham, United Kingdom

References

Index

About the Series

Sheffield Analytical Chemistry

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Subject Categories

BISAC Subject Codes/Headings:
SCI013000
SCIENCE / Chemistry / General
SCI013010
SCIENCE / Chemistry / Analytic
SCI013060
SCIENCE / Chemistry / Industrial & Technical