Statistics for Analytical Chemistry / Edition 3

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Overview

This third edition gives a clear and lucid account of the underlying principles of statistical methods. It reflects the enormous impact of microelectronics for the rapid calculation of chemometric procedures such as pattern recognition, optimization and numerical techniques. Significant changes and updates to most chapters of the previous edition have been made, particularly in curvilinear regression methods, robust statistical methods, multivariate methods, outliers in univariate statistics and calibration methods, initial data analysis, and experimental design and optimization. Fully revised bibliographies are included at the end of each chapter, together with exercises and solutions. Readership: Researchers and laboratory workers, including professional scientists in all areas of analytical chemistry. Undergraduate and postgraduate students of analytical chemistry, and their teachers.

Provides a clear explanation of the underlying principles of traditional statistical methods and reflects the enormous impact of microelectronics for the rapid calculation of chemometric procedures. Text focuses on tests appropriate to the problems likely to be encountered in the laboratory. Provides full coverage of such topics as errors in classical analysis; significance tests; quality control and sampling; errors in instrument analysis; regression and correlation; rapid and non-parametric methods; experimental design, optimization, and pattern recognition. Helpful for students, technicians, and scientists in all areas of analytical chemistry and related fields.

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Editorial Reviews

Booknews
An account of the underlying principles of statistical methods for students and practitioners of analytical chemistry, reflecting the impact of microelectronics for the rapid calculation of chemometric procedures such as pattern recognition, optimization, and numerical techniques. Significant changes and updates to the previous edition have been made, particularly in curvilinear regression methods, outliers in univariate statistics and calibration methods, initial data analysis, and experimental design and optimization. Revised bibliographies are included at the end of each chapter. Annotation c. Book News, Inc., Portland, OR (booknews.com)
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Product Details

  • ISBN-13: 9780130309907
  • Publisher: Prentice Hall Professional Technical Reference
  • Publication date: 1/28/1993
  • Series: Mathematics and Its Applications Series
  • Edition description: 3rd ed
  • Edition number: 3
  • Pages: 256
  • Product dimensions: 6.89 (w) x 9.24 (h) x 0.54 (d)

Table of Contents

Preface 9
Preface to the second edition 11
Glossary of symbols 13
1 Introduction 15
2 Errors in classical analysis - statistics of related measurements 33
3 Significance tests 53
4 Quality control and sampling 81
5 Errors in instrumental analysis; regression and correlation 101
6 Rapid and non-parametric methods 137
7 Experimental design, optimization and pattern recognition 163
Solutions to exercises 198
Appendix 1: Summary of statistical tests 213
Appendix 2: Statistical tables 216
Index 224
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