Fundamentals and Applications of Multiway Data Analysis

Fundamentals and Applications of Multiway Data Analysis is a comprehensive book that covers multiway analysis, including theoretical analysis and applications, and provides effective tools for obtaining maximum information from instrumental data. It collects contributions from renowned chemometric research groups worldwide.

Format: Paperback / softback
Length: 650 pages
Publication date: 01 January 2024
Publisher: Elsevier - Health Sciences Division

This comprehensive textbook offers a thorough exploration of the fundamental principles and diverse applications of multiway data analysis. It delves into the core aspects of multiway analysis, encompassing a range of selected applications that possess the capability to tackle complex analytical chemistry problems. Building upon the foundation established in Fundamentals and Analytical Applications of Multiway Calibration (2015), this latest edition extends the scope of its coverage to encompass new theoretical analysis and practical applications focused on the analysis of multiway data for various purposes.

In particular, this new volume presents researchers with a valuable toolkit of effective methods and algorithms for extracting maximum information from instrumental data. The book encompasses the most advanced techniques, methodologies, and algorithms associated with multiway modelling, specifically tailored for addressing calibration and classification tasks. It serves as a valuable resource for practitioners and scholars seeking to leverage the power of multiway data analysis in their research endeavors.

To ensure a broad and interdisciplinary perspective, this textbook brings together contributions from a select group of renowned and actively engaged chemometric research groups from across the globe world. Each chapter in the book focuses on one or more subjects where these groups' expertise is highly regarded and recognized. By presenting a diverse range of viewpoints and approaches, the textbook fosters a deeper understanding of the field and enables readers to gain insights into the latest developments and advancements in multiway data analysis.

In conclusion, Fundamentals and Applications of Multiway Data Analysis serves as an essential reference for researchers, practitioners, and students interested in exploring the realm of multiway data analysis. It provides a comprehensive and up-to-date coverage of the fundamental principles, applications, and techniques, enabling readers to effectively solve complex analytical chemistry problems and extract valuable information from instrumental data.

Dimension: 229 x 152 (mm)
ISBN-13: 9780443132612