Keywords:
Chemistry -- Data processing.
;
Microcomputers.
;
Electronic books.
Description / Table of Contents:
The book first introduces the reader to the fundamentals of experimental design. Systems theory, response surface concepts, and basic statistics serve as a basis for the further development of matrix least squares and hypothesis testing. The effects of different experimental designs and different models on the variance-covariance matrix and on the analysis of variance (ANOVA) are extensively discussed. Applications and advanced topics (such as confidence bands, rotatability, and confounding) complete the text. Numerous worked examples are presented. The clear and practical approach adopted by the authors makes the book applicable to a wide audience. It will appeal particularly to those with a practical need (scientists, engineers, managers, research workers) who have completed their formal education but who still need to know efficient ways of carrying out experiments. It will also be an ideal text for advanced undergraduate and graduate students following courses in chemometrics, data acquisition and treatment, and design of experiments.
Type of Medium:
Online Resource
Pages:
1 online resource (233 pages)
Edition:
1st ed.
ISBN:
9780080868325
Series Statement:
Issn Series ; v.Volume 5
URL:
https://ebookcentral.proquest.com/lib/geomar/detail.action?docID=404914
DDC:
542.8
Language:
English
Note:
Front Cover -- PCs for chemists -- Copyright Page -- CONTENTS -- INTRODUCTION -- CHAPTER 1. WORD PROCESSORS DEVOTED TO SCIENTIFIC PUBLISHING -- 1.1 Introduction -- 1.2 Methods of obtaining graphics -- 1.3 ChemText graphics -- 1.4 The impact of scientific information processors on science -- 1.5 References -- CHAPTER 2. DATABASES AND SPREADSHEETS -- 2.1 Introduction -- 2.2 How to make and use a database with dBASE III PLUS -- 2.3 Programming in dBASE -- 2.4 How to use a LOTUS spreadsheet -- 2.5 Programming in LOTUS -- 2.6 Conclusion -- 2.7 References -- CHAPTER 3. PRINCIPAL COMPONENT ANALYSIS OF CHEMICAL DATA -- 3.1 Introduction -- 3.2 Multivariate chemical data -- 3.3 Display of multivariate data -- 3.4 Application -- 3.5 Software -- 3.6 References -- CHAPTER 4. MANIPULATION OF CHEMICAL DATA BASES BY PROGRAMMING -- 4.1 Introduction -- 4.2 Programming procedures -- 4.3 Handling chemical structures with PC -- 4.4 Spectra representation in the computer -- 4.5 Conclusion -- 4.6 References -- CHAPTER 5. REDUCTION OF THE INFORMATION SPACE FOR DATA COLLECTIONS -- 5.1 Introduction -- 5.2 Fast Fourier and fast Hadamard transformation -- 5.3 Reduction of the coefficients -- 5.4 Reduction of representations -- 5.5 Conclusion -- 5.6 References -- CHAPTER 6. PROLOG ON PCs FOR CHEMISTS -- 6.1 Introduction -- 6.2 Database -- 6.3 Elements of the PROLOG -- 6.4 Refining the program -- 6.5 Conclusion -- 6.6 References -- CHAPTER 7. REACTION PATHWAYS ON A PC -- 7.1 Introduction -- 7.2 The deductive solution of chemical problems and the theory of the BE- and R- matrices -- 7.3 The hierarchic classification of chemical reactions -- 7.4 Reaction generators -- 7.5 Examples -- 7.6 Conclusion -- 7.7 References -- CHAPTER 8. DATA ACQUISITION IN CHEMISTRY -- 8.1 Introduction -- 8.2 Concept of computerized data acquisition -- 8.3 Signal conditioning.
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8.4 Analog-to-digital conversion -- 8.5 Interfaces -- 8.6 Software -- 8.7 References -- CHAPTER 9. PCs AND NETWORKING -- 9.1 Introduction -- 9.2 The use of personal computers -- 9.3 Networking of computers -- 9.4 The operation of PCs within networks -- 9.5 The Ethernet LAN of the Max-Planck-Institutes in Muelheim -- 9.6 The evolution of distributed systems -- 9.7 References -- CHAPTER 10. THE FUTURE OF PERSONAL COMPUTING IN CHEMISTRY -- 10.1 Introduction -- 10.2 Computational environment in mid 1990s -- 10.3 Conceptual trends -- 10.4 Applications to NMR and molecular structure computation -- 10.5 References -- INDEX.
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