Statistical and Multivariate Analysis in Material Science

Giorgio Luciano

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Hardback

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English

CRC Press
21 May 2021

Mathematics; Analytical chemistry; Life sciences: general issues; Materials science; Environmental science, engineering & technology

The present work is an introductory text in statistics, addressed to researchers and students in the field of material science. It aims to give the readers basic knowledge on how statistical reasoning is exploitable in this field, improving their knowledge of statistical tools and helping them to carry out statistical analyses and to interpret the results. It also focuses on establishing a consistent multivariate workflow starting from a correct design of experiment followed by a multivariate analysis process.

Edited by: Giorgio Luciano
Imprint: CRC Press
Country of Publication: United Kingdom
Dimensions: Height: 234mm, Width: 156mm,
Weight: 548g
ISBN: 9781138196308
ISBN 10: 1138196304
Pages: 276
Publication Date: 21 May 2021
Audience: Professional and scholarly , College/higher education , Undergraduate , Further / Higher Education
Format: Hardback
Publisher's Status: Active

STATISTICS BASICS. Statistics Basics. ESSENTIAL MULTIVARIATE STATISTICS. Design of Experiment. Pattern Recognition. Calibration. Case Studies. Appendices.

"Giorgio Luciano is a researcher at the National Research Council of Italy at the ""Giulio Natta"" Institute of Chemical Sciences and Technologies (Scitec-Cnr). He started to be interested in multivariate statistics techniques applied to data from physic-chemical analysis methods 15 years ago during his Ph.D. and to apply to material science ever since. Enthusiast about programming in R and Python in order to write tools for everyday laboratory activities."