Statistics for Analytical Chemistry

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9780130309907: Statistics for Analytical Chemistry

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.

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This text/reference 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, such as pattern recognition, optimization, and numerical techniques. 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 -- statistics of repeated measurements; significance tests; quality control and sampling; errors in instrument analysis; regression and correlation; rapid and non-parametric methods; experimental design, optimization, and pattern recognition.

For students, researchers, lab technicians, and scientists working in all areas of analytical chemistry and related sciences -- e.g., biochemistry, industrial chemistry, pharmaceutical analysis, environmental chemistry, forensic science, clinical chemistry.

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