Functional Statistics Outliers Detection and Quality Control

• Other Authors: Martínez Torres, Javier (Editor)
• Format: Electronic Book Chapter
• Language: English
• Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
• Subjects: Research & information: general; Mathematics & science; functional data analysis; statistical process control; control chart; data depth; nonparametric control chart; energy efficiency; air pollution; non-normal data; outlier; Lagrange interpolation; unit circle; nodal systems; separation properties; perturbed roots of the unity; convergence; retrofitting; refurbishment; vectorial analysis; average run length; median absolute deviation; 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
• Online Access: DOAB: download the publication; DOAB: description of the publication

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 furth...