Statistical Data Analysis

A practical guide
Erscheinungsjahr 2011
ISBN: 978-0-85709-109-3
Verlag: Woodhead Publishing

Buch, Englisch, 800 Seiten

Over the past decade, computer supported data analysis by statistical methods has been one of the fastest growth areas in chemometrics, biometrics and other related branches of natural, technical and social sciences. This has been strongly supported by the development of exploratory data analysis, testing assumptions about data, model and statistical methods and computer intensive techniques. This book presents a combination of individual topics with solved problems and a collection of experimental tasks. Methods suitable for extreme or small and large datasets are described.

- presents a combination of individual topics in one complete volume featuring statistical analysis of univariate and multivariate data

- interspersed throughout with solved problems and experimental tasks suitable for extreme or small and large datasets

- features the interpretation of results based on the comprehensive information about data behaviour and validity of used assumptions

Autoren/Hrsg.

Meloun, Milan

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle

Inhaltsverzeichnis

Errors in instrumental measurements; The exploratory and confirmatory analysis of univariate data; Statistical analysis of univariate data; Statistical Analysis of Multivariate Data (MDA); Analysis of variance (ANOVA); Linear regression models; Correlation; Nonlinear regression models.

Über Autor(innen)

Meloun, Milan
Milan Meloun is Professor of Chemometrics at Department of Analytical Chemistry, Faculty of Chemical Technology, Technical University of Liberec, Czech Republic.

Milan Meloun is Professor of Chemometrics at Department of Analytical Chemistry, Faculty of Chemical Technology, Technical University of Liberec, Czech Republic.

J Militky, Professor, Department of Textile Materials, Faculty of Textile Engineering, Technical University of Liberec, Czech Republic.