Articles liés à Mathematical and Statistical Tools for Data Analysis:...

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

Ait Bouh, Hasna

 
9786209579561: Mathematical and Statistical Tools for Data Analysis: A Practical Guide to Descriptive, Inferential, and Multivariate Methods for Environmental Analysis
Couverture souple
ISBN 10 : 6209579566 ISBN 13 : 9786209579561
Editeur : LAP LAMBERT Academic Publishing, 2026

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2026
Langue
anglais
ISBN 10 
6209579566
ISBN 13 
9786209579561
Reliure
Broché
Nombre de pages
56
Coordonnées du fabricant
non disponible
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