ABSTRACT

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.

part I|43 pages

Statistics Basics

chapter 1|42 pages

Statistics Basics

part II|154 pages

Essential Multivariate Statistics

chapter 2|37 pages

Design of Experiment

chapter 3|46 pages

Pattern Recognition

chapter 4|23 pages

Calibration

chapter 5|47 pages

Case Studies