Mathematical and Statistical Tools for Data Analysis: A Practical Guide to Descriptive, Inferential, and Multivariate Methods for Environmental Analysis - Softcover

Ait Bouh, Hasna

Softcover

ISBN 10: 6209579566 ISBN 13: 9786209579561

Verlag: LAP LAMBERT Academic Publishing, 2026

Inhaltsangabe

This work presents an in-depth exploration of the essential statistical methods and techniques for data analysis. It covers the fundamental concepts necessary for understanding statistics, as well as the mathematical parameters underlying these tools.Statistical tests form a central focus, including methods for assessing data normality and techniques for comparing populations. Classical tests such as the t-test and the Wilcoxon test are discussed, along with approaches for comparing two independent populations.Multivariate analysis is also addressed, with concepts such as the Divergence Coefficient, Enrichment Factor, and Pearson Correlation. Advanced techniques, including Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA), are explored, providing powerful tools for interpreting complex datasets.In sum, this work serves as a valuable resource for anyone seeking to master statistical tools and apply this knowledge across various fields of study.

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Über die Autorin bzw. den Autor

Hasna AIT BOUH holds a PhD in Physics and is a researcher at CNESTEN, Morocco. She studies contaminants in aquatic, sedimentary, and atmospheric environments using advanced spectroscopy, modeling, and statistical tools for analyzing and interpreting experimental data.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2026
• Sprache: Englisch
• ISBN 10: 6209579566
• ISBN 13: 9786209579561
• Einband: Taschenbuch
• Anzahl der Seiten: 56
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland