Reprint
Functional Statistics
Outliers Detection and Quality Control
Edited by
December 2020
148 pages
- ISBN978-3-03943-963-8 (Hardback)
- ISBN978-3-03943-964-5 (PDF)
This book is a reprint of the Special Issue Functional Statistics: Outliers Detection and Quality Control that was published in
Computer Science & Mathematics
Engineering
Physical Sciences
Public Health & Healthcare
Summary
Functional analysis, the branch that lies between mathematical analysis and statistics, has many applications in the field of engineering and processes. Thus, this book presents several applications carried out from this perspective, as well as various works of a theoretical nature that take a further step so that researchers can use these models with high precision.
Format
- Hardback
License
© 2021 by the authors; CC BY-NC-ND license
Keywords
functional data analysis; statistical process control; control chart; data depth; nonparametric control chart; energy efficiency; air pollution; functional data analysis; non-normal data; statistical process control; outlier; Lagrange interpolation; unit circle; nodal systems; separation properties; perturbed roots of the unity; convergence; retrofitting; refurbishment; functional data analysis; vectorial analysis; energy efficiency; average run length; control chart; median absolute deviation; outlier; photolithography; Shewhart; Tukey; FTIR-ATR; FDA; vector analysis; wine spirit; ageing technology; micro-oxygenation; wood; oak; chestnut; ageing time; pollution episodes; functional data; bivariate analysis; uncertainty region; generalized additive models